From f6760ad96cf587031c6e866f72397a9aca2a4b4d Mon Sep 17 00:00:00 2001
From: Sameh Khamis <sameh@halfpixel.ai>
Date: Fri, 13 Nov 2026 00:06:09 -0800
Subject: [PATCH 1/8] feat(models): the project's procedural fleet models and
 the resolver that picks one per vehicle

121 GLBs under public/models/fleet (about 2 MB, MIT like the code) with
catalog.json and types.json. src/data/fleetModels.js picks a model by ICAO
type, aircraft class, emitter category, AIS ship type and size, GTFS route
type, transit mode or rail category, and sizes it life size; the set loads
once, up front. Trail anchors are measured from the meshes.
---
 public/models/fleet/aircraft/a320.glb         |  Bin 0 -> 19524 bytes
 public/models/fleet/aircraft/a333.glb         |  Bin 0 -> 19488 bytes
 public/models/fleet/aircraft/a343.glb         |  Bin 0 -> 21564 bytes
 public/models/fleet/aircraft/a359.glb         |  Bin 0 -> 19520 bytes
 public/models/fleet/aircraft/a388.glb         |  Bin 0 -> 21796 bytes
 public/models/fleet/aircraft/at72.glb         |  Bin 0 -> 20068 bytes
 public/models/fleet/aircraft/b738.glb         |  Bin 0 -> 19592 bytes
 public/models/fleet/aircraft/b744.glb         |  Bin 0 -> 22972 bytes
 public/models/fleet/aircraft/b763.glb         |  Bin 0 -> 19552 bytes
 public/models/fleet/aircraft/b77w.glb         |  Bin 0 -> 18092 bytes
 public/models/fleet/aircraft/b789.glb         |  Bin 0 -> 18112 bytes
 public/models/fleet/aircraft/bcs3.glb         |  Bin 0 -> 19448 bytes
 public/models/fleet/aircraft/be20.glb         |  Bin 0 -> 19664 bytes
 public/models/fleet/aircraft/c17.glb          |  Bin 0 -> 22196 bytes
 public/models/fleet/aircraft/c172.glb         |  Bin 0 -> 17960 bytes
 public/models/fleet/aircraft/c30j.glb         |  Bin 0 -> 24008 bytes
 public/models/fleet/aircraft/c56x.glb         |  Bin 0 -> 18508 bytes
 public/models/fleet/aircraft/cl35.glb         |  Bin 0 -> 20800 bytes
 public/models/fleet/aircraft/crj9.glb         |  Bin 0 -> 19336 bytes
 public/models/fleet/aircraft/dh8d.glb         |  Bin 0 -> 20360 bytes
 public/models/fleet/aircraft/e175.glb         |  Bin 0 -> 19452 bytes
 public/models/fleet/aircraft/e55p.glb         |  Bin 0 -> 20340 bytes
 .../models/fleet/aircraft/generic_plane.glb   |  Bin 0 -> 17800 bytes
 public/models/fleet/aircraft/glf4.glb         |  Bin 0 -> 21264 bytes
 public/models/fleet/aircraft/glider.glb       |  Bin 0 -> 16700 bytes
 public/models/fleet/aircraft/k35r.glb         |  Bin 0 -> 20764 bytes
 public/models/fleet/aircraft/md11.glb         |  Bin 0 -> 20548 bytes
 public/models/fleet/aircraft/mq9.glb          |  Bin 0 -> 14400 bytes
 public/models/fleet/aircraft/p28a.glb         |  Bin 0 -> 17560 bytes
 public/models/fleet/aircraft/pc12.glb         |  Bin 0 -> 19076 bytes
 public/models/fleet/aircraft/sr22.glb         |  Bin 0 -> 19480 bytes
 public/models/fleet/aircraft/t38.glb          |  Bin 0 -> 16336 bytes
 public/models/fleet/aircraft/tex2.glb         |  Bin 0 -> 17936 bytes
 public/models/fleet/aircraft/ultralight.glb   |  Bin 0 -> 16600 bytes
 public/models/fleet/aircraft/v22.glb          |  Bin 0 -> 18500 bytes
 public/models/fleet/buoys/barrel_yellow.glb   |  Bin 0 -> 2956 bytes
 .../models/fleet/buoys/buoy_cardinal_east.glb |  Bin 0 -> 9092 bytes
 .../fleet/buoys/buoy_cardinal_north.glb       |  Bin 0 -> 8376 bytes
 .../fleet/buoys/buoy_cardinal_south.glb       |  Bin 0 -> 8344 bytes
 .../models/fleet/buoys/buoy_cardinal_west.glb |  Bin 0 -> 9124 bytes
 .../fleet/buoys/buoy_isolated_danger.glb      |  Bin 0 -> 10832 bytes
 .../models/fleet/buoys/buoy_lateral_port.glb  |  Bin 0 -> 7568 bytes
 .../fleet/buoys/buoy_lateral_starboard.glb    |  Bin 0 -> 7364 bytes
 public/models/fleet/buoys/buoy_safe_water.glb |  Bin 0 -> 8664 bytes
 public/models/fleet/buoys/buoy_special.glb    |  Bin 0 -> 7280 bytes
 public/models/fleet/buoys/can_red.glb         |  Bin 0 -> 4192 bytes
 .../models/fleet/buoys/can_red_cylinder.glb   |  Bin 0 -> 4876 bytes
 public/models/fleet/buoys/conical_green.glb   |  Bin 0 -> 3848 bytes
 .../models/fleet/buoys/conical_green_cone.glb |  Bin 0 -> 4352 bytes
 public/models/fleet/buoys/pile_green_cone.glb |  Bin 0 -> 3556 bytes
 .../models/fleet/buoys/pile_red_cylinder.glb  |  Bin 0 -> 3768 bytes
 .../models/fleet/buoys/spar_lateral_port.glb  |  Bin 0 -> 4832 bytes
 .../fleet/buoys/spar_lateral_starboard.glb    |  Bin 0 -> 4740 bytes
 public/models/fleet/buoys/spherical_green.glb |  Bin 0 -> 4500 bytes
 .../models/fleet/buoys/spherical_yellow.glb   |  Bin 0 -> 4504 bytes
 .../models/fleet/buoys/spherical_yellow_x.glb |  Bin 0 -> 5004 bytes
 .../models/fleet/buoys/stake_green_cone.glb   |  Bin 0 -> 2988 bytes
 .../models/fleet/buoys/stake_red_cylinder.glb |  Bin 0 -> 3208 bytes
 public/models/fleet/buoys/stake_yellow_x.glb  |  Bin 0 -> 3004 bytes
 public/models/fleet/catalog.json              | 2301 +++++++++++++++++
 public/models/fleet/helicopters/a139.glb      |  Bin 0 -> 14912 bytes
 public/models/fleet/helicopters/as50.glb      |  Bin 0 -> 14520 bytes
 public/models/fleet/helicopters/b06.glb       |  Bin 0 -> 14200 bytes
 public/models/fleet/helicopters/b407.glb      |  Bin 0 -> 14980 bytes
 public/models/fleet/helicopters/ec35.glb      |  Bin 0 -> 13756 bytes
 public/models/fleet/helicopters/ec45.glb      |  Bin 0 -> 13616 bytes
 .../models/fleet/helicopters/generic_heli.glb |  Bin 0 -> 12608 bytes
 public/models/fleet/helicopters/h47.glb       |  Bin 0 -> 14448 bytes
 public/models/fleet/helicopters/h60.glb       |  Bin 0 -> 15012 bytes
 public/models/fleet/helicopters/h64.glb       |  Bin 0 -> 19352 bytes
 public/models/fleet/helicopters/r44.glb       |  Bin 0 -> 12776 bytes
 public/models/fleet/helicopters/s76.glb       |  Bin 0 -> 13956 bytes
 public/models/fleet/other/balloon.glb         |  Bin 0 -> 8968 bytes
 public/models/fleet/other/blimp.glb           |  Bin 0 -> 9220 bytes
 public/models/fleet/other/car.glb             |  Bin 0 -> 4492 bytes
 public/models/fleet/other/fire_truck.glb      |  Bin 0 -> 5460 bytes
 public/models/fleet/other/pushback.glb        |  Bin 0 -> 4004 bytes
 public/models/fleet/other/tower.glb           |  Bin 0 -> 9916 bytes
 public/models/fleet/other/van.glb             |  Bin 0 -> 4500 bytes
 public/models/fleet/ships/bulk_carrier.glb    |  Bin 0 -> 23224 bytes
 public/models/fleet/ships/car_carrier.glb     |  Bin 0 -> 30708 bytes
 public/models/fleet/ships/container_ship.glb  |  Bin 0 -> 169008 bytes
 public/models/fleet/ships/cruise_ship.glb     |  Bin 0 -> 32724 bytes
 public/models/fleet/ships/dredger.glb         |  Bin 0 -> 18880 bytes
 public/models/fleet/ships/fast_ferry.glb      |  Bin 0 -> 25824 bytes
 public/models/fleet/ships/feeder.glb          |  Bin 0 -> 30816 bytes
 public/models/fleet/ships/ferry.glb           |  Bin 0 -> 26016 bytes
 public/models/fleet/ships/fishing_boat.glb    |  Bin 0 -> 25468 bytes
 public/models/fleet/ships/general_cargo.glb   |  Bin 0 -> 21136 bytes
 public/models/fleet/ships/generic_vessel.glb  |  Bin 0 -> 17096 bytes
 public/models/fleet/ships/inland_cargo.glb    |  Bin 0 -> 25584 bytes
 public/models/fleet/ships/inland_tanker.glb   |  Bin 0 -> 16532 bytes
 public/models/fleet/ships/lng_carrier.glb     |  Bin 0 -> 21984 bytes
 public/models/fleet/ships/motor_yacht.glb     |  Bin 0 -> 18400 bytes
 public/models/fleet/ships/patrol.glb          |  Bin 0 -> 18616 bytes
 public/models/fleet/ships/pilot_boat.glb      |  Bin 0 -> 23956 bytes
 public/models/fleet/ships/product_tanker.glb  |  Bin 0 -> 22040 bytes
 public/models/fleet/ships/psv.glb             |  Bin 0 -> 25120 bytes
 public/models/fleet/ships/river_cruise.glb    |  Bin 0 -> 16448 bytes
 public/models/fleet/ships/sailboat.glb        |  Bin 0 -> 18928 bytes
 public/models/fleet/ships/speedboat.glb       |  Bin 0 -> 17904 bytes
 public/models/fleet/ships/superyacht.glb      |  Bin 0 -> 19844 bytes
 public/models/fleet/ships/tanker.glb          |  Bin 0 -> 25512 bytes
 public/models/fleet/ships/tour_boat.glb       |  Bin 0 -> 18204 bytes
 public/models/fleet/ships/trawler.glb         |  Bin 0 -> 28488 bytes
 public/models/fleet/ships/tug.glb             |  Bin 0 -> 34344 bytes
 .../models/fleet/transit/articulated_bus.glb  |  Bin 0 -> 10220 bytes
 public/models/fleet/transit/cable_tram.glb    |  Bin 0 -> 7248 bytes
 public/models/fleet/transit/city_bus.glb      |  Bin 0 -> 8336 bytes
 public/models/fleet/transit/coach.glb         |  Bin 0 -> 8756 bytes
 public/models/fleet/transit/commuter_emu.glb  |  Bin 0 -> 20664 bytes
 public/models/fleet/transit/double_decker.glb |  Bin 0 -> 8524 bytes
 public/models/fleet/transit/funicular.glb     |  Bin 0 -> 6728 bytes
 public/models/fleet/transit/gondola.glb       |  Bin 0 -> 7732 bytes
 public/models/fleet/transit/high_speed.glb    |  Bin 0 -> 32876 bytes
 public/models/fleet/transit/intercity.glb     |  Bin 0 -> 40288 bytes
 public/models/fleet/transit/light_rail.glb    |  Bin 0 -> 12796 bytes
 public/models/fleet/transit/metro.glb         |  Bin 0 -> 26884 bytes
 public/models/fleet/transit/monorail.glb      |  Bin 0 -> 14024 bytes
 public/models/fleet/transit/regional_dmu.glb  |  Bin 0 -> 12596 bytes
 public/models/fleet/transit/tram.glb          |  Bin 0 -> 15720 bytes
 public/models/fleet/transit/trolleybus.glb    |  Bin 0 -> 8772 bytes
 public/models/fleet/types.json                | 1997 ++++++++++++++
 scripts/format-scope.json                     |    6 +-
 scripts/measure-fleet-trail-anchors.mjs       |   53 +
 src/data/fleetModels.js                       |  475 ++++
 src/data/fleetModels.test.mjs                 |  427 +++
 src/data/fleetTrailAnchors.js                 |   66 +
 src/testSupport/fleetGlb.mjs                  |  356 +++
 129 files changed, 5680 insertions(+), 1 deletion(-)
 create mode 100644 public/models/fleet/aircraft/a320.glb
 create mode 100644 public/models/fleet/aircraft/a333.glb
 create mode 100644 public/models/fleet/aircraft/a343.glb
 create mode 100644 public/models/fleet/aircraft/a359.glb
 create mode 100644 public/models/fleet/aircraft/a388.glb
 create mode 100644 public/models/fleet/aircraft/at72.glb
 create mode 100644 public/models/fleet/aircraft/b738.glb
 create mode 100644 public/models/fleet/aircraft/b744.glb
 create mode 100644 public/models/fleet/aircraft/b763.glb
 create mode 100644 public/models/fleet/aircraft/b77w.glb
 create mode 100644 public/models/fleet/aircraft/b789.glb
 create mode 100644 public/models/fleet/aircraft/bcs3.glb
 create mode 100644 public/models/fleet/aircraft/be20.glb
 create mode 100644 public/models/fleet/aircraft/c17.glb
 create mode 100644 public/models/fleet/aircraft/c172.glb
 create mode 100644 public/models/fleet/aircraft/c30j.glb
 create mode 100644 public/models/fleet/aircraft/c56x.glb
 create mode 100644 public/models/fleet/aircraft/cl35.glb
 create mode 100644 public/models/fleet/aircraft/crj9.glb
 create mode 100644 public/models/fleet/aircraft/dh8d.glb
 create mode 100644 public/models/fleet/aircraft/e175.glb
 create mode 100644 public/models/fleet/aircraft/e55p.glb
 create mode 100644 public/models/fleet/aircraft/generic_plane.glb
 create mode 100644 public/models/fleet/aircraft/glf4.glb
 create mode 100644 public/models/fleet/aircraft/glider.glb
 create mode 100644 public/models/fleet/aircraft/k35r.glb
 create mode 100644 public/models/fleet/aircraft/md11.glb
 create mode 100644 public/models/fleet/aircraft/mq9.glb
 create mode 100644 public/models/fleet/aircraft/p28a.glb
 create mode 100644 public/models/fleet/aircraft/pc12.glb
 create mode 100644 public/models/fleet/aircraft/sr22.glb
 create mode 100644 public/models/fleet/aircraft/t38.glb
 create mode 100644 public/models/fleet/aircraft/tex2.glb
 create mode 100644 public/models/fleet/aircraft/ultralight.glb
 create mode 100644 public/models/fleet/aircraft/v22.glb
 create mode 100644 public/models/fleet/buoys/barrel_yellow.glb
 create mode 100644 public/models/fleet/buoys/buoy_cardinal_east.glb
 create mode 100644 public/models/fleet/buoys/buoy_cardinal_north.glb
 create mode 100644 public/models/fleet/buoys/buoy_cardinal_south.glb
 create mode 100644 public/models/fleet/buoys/buoy_cardinal_west.glb
 create mode 100644 public/models/fleet/buoys/buoy_isolated_danger.glb
 create mode 100644 public/models/fleet/buoys/buoy_lateral_port.glb
 create mode 100644 public/models/fleet/buoys/buoy_lateral_starboard.glb
 create mode 100644 public/models/fleet/buoys/buoy_safe_water.glb
 create mode 100644 public/models/fleet/buoys/buoy_special.glb
 create mode 100644 public/models/fleet/buoys/can_red.glb
 create mode 100644 public/models/fleet/buoys/can_red_cylinder.glb
 create mode 100644 public/models/fleet/buoys/conical_green.glb
 create mode 100644 public/models/fleet/buoys/conical_green_cone.glb
 create mode 100644 public/models/fleet/buoys/pile_green_cone.glb
 create mode 100644 public/models/fleet/buoys/pile_red_cylinder.glb
 create mode 100644 public/models/fleet/buoys/spar_lateral_port.glb
 create mode 100644 public/models/fleet/buoys/spar_lateral_starboard.glb
 create mode 100644 public/models/fleet/buoys/spherical_green.glb
 create mode 100644 public/models/fleet/buoys/spherical_yellow.glb
 create mode 100644 public/models/fleet/buoys/spherical_yellow_x.glb
 create mode 100644 public/models/fleet/buoys/stake_green_cone.glb
 create mode 100644 public/models/fleet/buoys/stake_red_cylinder.glb
 create mode 100644 public/models/fleet/buoys/stake_yellow_x.glb
 create mode 100644 public/models/fleet/catalog.json
 create mode 100644 public/models/fleet/helicopters/a139.glb
 create mode 100644 public/models/fleet/helicopters/as50.glb
 create mode 100644 public/models/fleet/helicopters/b06.glb
 create mode 100644 public/models/fleet/helicopters/b407.glb
 create mode 100644 public/models/fleet/helicopters/ec35.glb
 create mode 100644 public/models/fleet/helicopters/ec45.glb
 create mode 100644 public/models/fleet/helicopters/generic_heli.glb
 create mode 100644 public/models/fleet/helicopters/h47.glb
 create mode 100644 public/models/fleet/helicopters/h60.glb
 create mode 100644 public/models/fleet/helicopters/h64.glb
 create mode 100644 public/models/fleet/helicopters/r44.glb
 create mode 100644 public/models/fleet/helicopters/s76.glb
 create mode 100644 public/models/fleet/other/balloon.glb
 create mode 100644 public/models/fleet/other/blimp.glb
 create mode 100644 public/models/fleet/other/car.glb
 create mode 100644 public/models/fleet/other/fire_truck.glb
 create mode 100644 public/models/fleet/other/pushback.glb
 create mode 100644 public/models/fleet/other/tower.glb
 create mode 100644 public/models/fleet/other/van.glb
 create mode 100644 public/models/fleet/ships/bulk_carrier.glb
 create mode 100644 public/models/fleet/ships/car_carrier.glb
 create mode 100644 public/models/fleet/ships/container_ship.glb
 create mode 100644 public/models/fleet/ships/cruise_ship.glb
 create mode 100644 public/models/fleet/ships/dredger.glb
 create mode 100644 public/models/fleet/ships/fast_ferry.glb
 create mode 100644 public/models/fleet/ships/feeder.glb
 create mode 100644 public/models/fleet/ships/ferry.glb
 create mode 100644 public/models/fleet/ships/fishing_boat.glb
 create mode 100644 public/models/fleet/ships/general_cargo.glb
 create mode 100644 public/models/fleet/ships/generic_vessel.glb
 create mode 100644 public/models/fleet/ships/inland_cargo.glb
 create mode 100644 public/models/fleet/ships/inland_tanker.glb
 create mode 100644 public/models/fleet/ships/lng_carrier.glb
 create mode 100644 public/models/fleet/ships/motor_yacht.glb
 create mode 100644 public/models/fleet/ships/patrol.glb
 create mode 100644 public/models/fleet/ships/pilot_boat.glb
 create mode 100644 public/models/fleet/ships/product_tanker.glb
 create mode 100644 public/models/fleet/ships/psv.glb
 create mode 100644 public/models/fleet/ships/river_cruise.glb
 create mode 100644 public/models/fleet/ships/sailboat.glb
 create mode 100644 public/models/fleet/ships/speedboat.glb
 create mode 100644 public/models/fleet/ships/superyacht.glb
 create mode 100644 public/models/fleet/ships/tanker.glb
 create mode 100644 public/models/fleet/ships/tour_boat.glb
 create mode 100644 public/models/fleet/ships/trawler.glb
 create mode 100644 public/models/fleet/ships/tug.glb
 create mode 100644 public/models/fleet/transit/articulated_bus.glb
 create mode 100644 public/models/fleet/transit/cable_tram.glb
 create mode 100644 public/models/fleet/transit/city_bus.glb
 create mode 100644 public/models/fleet/transit/coach.glb
 create mode 100644 public/models/fleet/transit/commuter_emu.glb
 create mode 100644 public/models/fleet/transit/double_decker.glb
 create mode 100644 public/models/fleet/transit/funicular.glb
 create mode 100644 public/models/fleet/transit/gondola.glb
 create mode 100644 public/models/fleet/transit/high_speed.glb
 create mode 100644 public/models/fleet/transit/intercity.glb
 create mode 100644 public/models/fleet/transit/light_rail.glb
 create mode 100644 public/models/fleet/transit/metro.glb
 create mode 100644 public/models/fleet/transit/monorail.glb
 create mode 100644 public/models/fleet/transit/regional_dmu.glb
 create mode 100644 public/models/fleet/transit/tram.glb
 create mode 100644 public/models/fleet/transit/trolleybus.glb
 create mode 100644 public/models/fleet/types.json
 create mode 100644 scripts/measure-fleet-trail-anchors.mjs
 create mode 100644 src/data/fleetModels.js
 create mode 100644 src/data/fleetModels.test.mjs
 create mode 100644 src/data/fleetTrailAnchors.js
 create mode 100644 src/testSupport/fleetGlb.mjs

diff --git a/public/models/fleet/aircraft/a320.glb b/public/models/fleet/aircraft/a320.glb
new file mode 100644
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diff --git a/public/models/fleet/aircraft/a359.glb b/public/models/fleet/aircraft/a359.glb
new file mode 100644
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diff --git a/public/models/fleet/aircraft/b763.glb b/public/models/fleet/aircraft/b763.glb
new file mode 100644
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diff --git a/public/models/fleet/aircraft/c172.glb b/public/models/fleet/aircraft/c172.glb
new file mode 100644
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diff --git a/public/models/fleet/aircraft/cl35.glb b/public/models/fleet/aircraft/cl35.glb
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diff --git a/public/models/fleet/aircraft/e55p.glb b/public/models/fleet/aircraft/e55p.glb
new file mode 100644
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diff --git a/public/models/fleet/aircraft/glider.glb b/public/models/fleet/aircraft/glider.glb
new file mode 100644
index 0000000000000000000000000000000000000000..60b722726a2d045b3ef67e07c520099fcc0ddd6b
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diff --git a/public/models/fleet/aircraft/md11.glb b/public/models/fleet/aircraft/md11.glb
new file mode 100644
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diff --git a/public/models/fleet/aircraft/sr22.glb b/public/models/fleet/aircraft/sr22.glb
new file mode 100644
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diff --git a/public/models/fleet/aircraft/tex2.glb b/public/models/fleet/aircraft/tex2.glb
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diff --git a/public/models/fleet/buoys/buoy_cardinal_south.glb b/public/models/fleet/buoys/buoy_cardinal_south.glb
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diff --git a/public/models/fleet/buoys/buoy_cardinal_west.glb b/public/models/fleet/buoys/buoy_cardinal_west.glb
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diff --git a/public/models/fleet/buoys/buoy_lateral_starboard.glb b/public/models/fleet/buoys/buoy_lateral_starboard.glb
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diff --git a/public/models/fleet/buoys/buoy_safe_water.glb b/public/models/fleet/buoys/buoy_safe_water.glb
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diff --git a/public/models/fleet/catalog.json b/public/models/fleet/catalog.json
new file mode 100644
index 000000000..1ce347760
--- /dev/null
+++ b/public/models/fleet/catalog.json
@@ -0,0 +1,2301 @@
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+}
\ No newline at end of file
diff --git a/public/models/fleet/helicopters/a139.glb b/public/models/fleet/helicopters/a139.glb
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diff --git a/public/models/fleet/helicopters/ec35.glb b/public/models/fleet/helicopters/ec35.glb
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diff --git a/public/models/fleet/helicopters/ec45.glb b/public/models/fleet/helicopters/ec45.glb
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diff --git a/public/models/fleet/other/car.glb b/public/models/fleet/other/car.glb
new file mode 100644
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diff --git a/public/models/fleet/other/fire_truck.glb b/public/models/fleet/other/fire_truck.glb
new file mode 100644
index 0000000000000000000000000000000000000000..a07a2e0aeb131c4e8ea5a2f7c2f42888d8f066ef
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diff --git a/public/models/fleet/other/pushback.glb b/public/models/fleet/other/pushback.glb
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diff --git a/public/models/fleet/other/tower.glb b/public/models/fleet/other/tower.glb
new file mode 100644
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diff --git a/public/models/fleet/ships/car_carrier.glb b/public/models/fleet/ships/car_carrier.glb
new file mode 100644
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diff --git a/public/models/fleet/ships/feeder.glb b/public/models/fleet/ships/feeder.glb
new file mode 100644
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diff --git a/public/models/fleet/ships/fishing_boat.glb b/public/models/fleet/ships/fishing_boat.glb
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diff --git a/public/models/fleet/ships/generic_vessel.glb b/public/models/fleet/ships/generic_vessel.glb
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diff --git a/public/models/fleet/ships/inland_cargo.glb b/public/models/fleet/ships/inland_cargo.glb
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diff --git a/public/models/fleet/ships/lng_carrier.glb b/public/models/fleet/ships/lng_carrier.glb
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diff --git a/public/models/fleet/ships/patrol.glb b/public/models/fleet/ships/patrol.glb
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diff --git a/public/models/fleet/ships/sailboat.glb b/public/models/fleet/ships/sailboat.glb
new file mode 100644
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diff --git a/public/models/fleet/ships/superyacht.glb b/public/models/fleet/ships/superyacht.glb
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diff --git a/public/models/fleet/ships/tour_boat.glb b/public/models/fleet/ships/tour_boat.glb
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diff --git a/public/models/fleet/transit/high_speed.glb b/public/models/fleet/transit/high_speed.glb
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diff --git a/public/models/fleet/transit/light_rail.glb b/public/models/fleet/transit/light_rail.glb
new file mode 100644
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diff --git a/public/models/fleet/transit/regional_dmu.glb b/public/models/fleet/transit/regional_dmu.glb
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diff --git a/public/models/fleet/types.json b/public/models/fleet/types.json
new file mode 100644
index 000000000..2390bcae4
--- /dev/null
+++ b/public/models/fleet/types.json
@@ -0,0 +1,1997 @@
+{
+ "aircraft": {
+  "A320": [
+   "a320",
+   37.57
+  ],
+  "A20N": [
+   "a320",
+   37.57
+  ],
+  "A319": [
+   "a320",
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+  ],
+  "A19N": [
+   "a320",
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+  ],
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+   44.51
+  ],
+  "A21N": [
+   "a320",
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+  ],
+  "A318": [
+   "a320",
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+  ],
+  "B738": [
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+  ],
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+  ],
+  "B737": [
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  "C500": [
+   "c56x",
+   13.26
+  ],
+  "BE50": [
+   "be20",
+   9.6
+  ],
+  "AC68": [
+   "be20",
+   13.1
+  ],
+  "B190": [
+   "be20",
+   17.63
+  ],
+  "FA6X": [
+   "cl35",
+   25.7
+  ],
+  "FA20": [
+   "cl35",
+   17.15
+  ],
+  "T204": [
+   "b738",
+   46.1
+  ],
+  "GA7": [
+   "be20",
+   9.1
+  ],
+  "C320": [
+   "be20",
+   10.0
+  ],
+  "SLG4": [
+   "glider",
+   6.5
+  ],
+  "SLG2": [
+   "glider",
+   6.5
+  ],
+  "SF50": [
+   "sr22",
+   9.4
+  ],
+  "T210": [
+   "c172",
+   8.6
+  ],
+  "PA23": [
+   "be20",
+   8.8
+  ],
+  "BE23": [
+   "p28a",
+   7.8
+  ],
+  "RV6": [
+   "p28a",
+   6.1
+  ],
+  "CH7B": [
+   "ultralight",
+   6.6
+  ],
+  "BT7": [
+   "tex2",
+   9.6
+  ],
+  "TB30": [
+   "tex2",
+   7.6
+  ],
+  "IL62": [
+   "md11",
+   53.1
+  ],
+  "BALL": [
+   "balloon",
+   17.0
+  ],
+  "SHIP": [
+   "blimp",
+   75.0
+  ]
+ },
+ "helicopters": {
+  "R44": [
+   "r44",
+   9.07
+  ],
+  "R22": [
+   "r44",
+   6.3
+  ],
+  "R66": [
+   "r44",
+   9.2
+  ],
+  "H500": [
+   "r44",
+   7.0
+  ],
+  "H269": [
+   "r44",
+   6.8
+  ],
+  "B06": [
+   "b06",
+   9.5
+  ],
+  "B505": [
+   "b06",
+   9.6
+  ],
+  "B206": [
+   "b06",
+   9.5
+  ],
+  "B407": [
+   "b407",
+   10.6
+  ],
+  "B212": [
+   "b407",
+   12.9
+  ],
+  "B412": [
+   "b407",
+   12.9
+  ],
+  "UH1": [
+   "b407",
+   12.8
+  ],
+  "AS50": [
+   "as50",
+   10.93
+  ],
+  "EC30": [
+   "as50",
+   10.68
+  ],
+  "A119": [
+   "as50",
+   11.1
+  ],
+  "AS55": [
+   "as50",
+   10.93
+  ],
+  "EC35": [
+   "ec35",
+   10.2
+  ],
+  "B429": [
+   "ec35",
+   11.3
+  ],
+  "EC45": [
+   "ec45",
+   11.6
+  ],
+  "B105": [
+   "ec45",
+   8.8
+  ],
+  "A139": [
+   "a139",
+   13.77
+  ],
+  "A169": [
+   "a139",
+   12.1
+  ],
+  "A109": [
+   "a139",
+   11.4
+  ],
+  "A189": [
+   "a139",
+   14.6
+  ],
+  "S76": [
+   "s76",
+   13.2
+  ],
+  "AS65": [
+   "s76",
+   11.6
+  ],
+  "EC55": [
+   "s76",
+   12.1
+  ],
+  "LYNX": [
+   "s76",
+   12.0
+  ],
+  "EC75": [
+   "s76",
+   13.7
+  ],
+  "H60": [
+   "h60",
+   15.26
+  ],
+  "S92": [
+   "h60",
+   17.1
+  ],
+  "EH10": [
+   "h60",
+   19.5
+  ],
+  "NH90": [
+   "h60",
+   16.1
+  ],
+  "H47": [
+   "h47",
+   15.46
+  ],
+  "H64": [
+   "h64",
+   15.06
+  ],
+  "H1": [
+   "h64",
+   13.6
+  ],
+  "TIGR": [
+   "h64",
+   14.0
+  ],
+  "V22": [
+   "v22",
+   17.48
+  ],
+  "GYRO": [
+   "r44",
+   5.0
+  ]
+ },
+ "vessels": [
+  {
+   "types": [
+    70,
+    79
+   ],
+   "rules": [
+    {
+     "min_len": 70,
+     "max_len": 140,
+     "max_bl": 0.12,
+     "model": "inland_cargo"
+    },
+    {
+     "name_re": "\\b(LEADER|HIGHWAY|ACE|GLOVIS|HOEGH|SPIRIT OF)\\b",
+     "min_len": 150,
+     "model": "car_carrier"
+    },
+    {
+     "min_len": 250,
+     "model": "container_ship"
+    },
+    {
+     "min_len": 160,
+     "max_bl": 0.145,
+     "model": "container_ship"
+    },
+    {
+     "min_len": 160,
+     "model": "bulk_carrier"
+    },
+    {
+     "min_len": 120,
+     "model": "feeder"
+    },
+    {
+     "model": "general_cargo"
+    }
+   ]
+  },
+  {
+   "types": [
+    80,
+    89
+   ],
+   "rules": [
+    {
+     "name_re": "\\bLNG\\b|\\bGAS\\b",
+     "min_len": 150,
+     "model": "lng_carrier"
+    },
+    {
+     "min_len": 70,
+     "max_len": 140,
+     "max_bl": 0.12,
+     "model": "inland_tanker"
+    },
+    {
+     "min_len": 180,
+     "model": "tanker"
+    },
+    {
+     "model": "product_tanker"
+    }
+   ]
+  },
+  {
+   "types": [
+    60,
+    69
+   ],
+   "rules": [
+    {
+     "min_len": 70,
+     "max_len": 140,
+     "max_bl": 0.12,
+     "model": "river_cruise"
+    },
+    {
+     "min_len": 200,
+     "model": "cruise_ship"
+    },
+    {
+     "min_len": 40,
+     "model": "ferry"
+    },
+    {
+     "min_len": 15,
+     "model": "tour_boat"
+    },
+    {
+     "model": "speedboat"
+    }
+   ]
+  },
+  {
+   "types": [
+    37,
+    37
+   ],
+   "rules": [
+    {
+     "min_len": 35,
+     "model": "superyacht"
+    },
+    {
+     "min_len": 12,
+     "model": "motor_yacht"
+    },
+    {
+     "model": "speedboat"
+    }
+   ]
+  },
+  {
+   "types": [
+    36,
+    36
+   ],
+   "rules": [
+    {
+     "model": "sailboat"
+    }
+   ]
+  },
+  {
+   "types": [
+    30,
+    30
+   ],
+   "rules": [
+    {
+     "min_len": 15,
+     "model": "trawler"
+    },
+    {
+     "model": "fishing_boat"
+    }
+   ]
+  },
+  {
+   "types": [
+    31,
+    32
+   ],
+   "rules": [
+    {
+     "model": "tug"
+    }
+   ]
+  },
+  {
+   "types": [
+    52,
+    52
+   ],
+   "rules": [
+    {
+     "model": "tug"
+    }
+   ]
+  },
+  {
+   "types": [
+    50,
+    51
+   ],
+   "rules": [
+    {
+     "model": "pilot_boat"
+    }
+   ]
+  },
+  {
+   "types": [
+    53,
+    54
+   ],
+   "rules": [
+    {
+     "model": "pilot_boat"
+    }
+   ]
+  },
+  {
+   "types": [
+    35,
+    35
+   ],
+   "rules": [
+    {
+     "model": "patrol"
+    }
+   ]
+  },
+  {
+   "types": [
+    55,
+    55
+   ],
+   "rules": [
+    {
+     "min_len": 25,
+     "model": "patrol"
+    },
+    {
+     "model": "pilot_boat"
+    }
+   ]
+  },
+  {
+   "types": [
+    40,
+    49
+   ],
+   "rules": [
+    {
+     "min_len": 20,
+     "model": "fast_ferry"
+    },
+    {
+     "model": "speedboat"
+    }
+   ]
+  },
+  {
+   "types": [
+    33,
+    33
+   ],
+   "rules": [
+    {
+     "min_len": 50,
+     "model": "dredger"
+    },
+    {
+     "model": "tug"
+    }
+   ]
+  },
+  {
+   "types": [
+    0,
+    99
+   ],
+   "rules": [
+    {
+     "min_len": 70,
+     "max_len": 140,
+     "max_bl": 0.12,
+     "model": "inland_cargo"
+    },
+    {
+     "model": "generic_vessel"
+    }
+   ]
+  }
+ ],
+ "categories": {
+  "A1": [
+   "c172",
+   8.3
+  ],
+  "A2": [
+   "be20",
+   14.0
+  ],
+  "A3": [
+   "a320",
+   37.6
+  ],
+  "A4": [
+   "b738",
+   47.3
+  ],
+  "A5": [
+   "b77w",
+   70.0
+  ],
+  "A6": [
+   "t38",
+   15.0
+  ],
+  "A7": [
+   "generic_heli",
+   11.0
+  ],
+  "B1": [
+   "glider",
+   6.8
+  ],
+  "B2": [
+   "balloon",
+   17.0
+  ],
+  "B3": [
+   "ultralight",
+   5.0
+  ],
+  "B4": [
+   "ultralight",
+   6.5
+  ],
+  "B6": [
+   "mq9",
+   11.0
+  ],
+  "B7": [
+   "ultralight",
+   4.0
+  ],
+  "C1": [
+   "fire_truck",
+   11.0
+  ],
+  "C2": [
+   "van",
+   5.5
+  ],
+  "C0": [
+   "tower",
+   60.0
+  ],
+  "C3": [
+   "tower",
+   60.0
+  ],
+  "C4": [
+   "tower",
+   60.0
+  ],
+  "C5": [
+   "tower",
+   60.0
+  ],
+  "A0": [
+   "generic_plane",
+   36.0
+  ]
+ },
+ "default_aircraft": [
+  "generic_plane",
+  36.0
+ ],
+ "default_vessel": "generic_vessel",
+ "transit": {
+  "modes": {
+   "bus": [
+    "city_bus",
+    12.0
+   ],
+   "articulated_bus": [
+    "articulated_bus",
+    18.0
+   ],
+   "double_decker": [
+    "double_decker",
+    11.0
+   ],
+   "trolleybus": [
+    "trolleybus",
+    12.0
+   ],
+   "coach": [
+    "coach",
+    13.0
+   ],
+   "tram": [
+    "tram",
+    30.0
+   ],
+   "light_rail": [
+    "light_rail",
+    28.2
+   ],
+   "cable_tram": [
+    "cable_tram",
+    8.4
+   ],
+   "subway": [
+    "metro",
+    115.0
+   ],
+   "metro": [
+    "metro",
+    115.0
+   ],
+   "monorail": [
+    "monorail",
+    55.5
+   ],
+   "rail": [
+    "commuter_emu",
+    98.1
+   ],
+   "commuter": [
+    "commuter_emu",
+    98.1
+   ],
+   "regional": [
+    "regional_dmu",
+    49.5
+   ],
+   "intercity": [
+    "intercity",
+    182.8
+   ],
+   "high_speed": [
+    "high_speed",
+    206.2
+   ],
+   "ferry": [
+    "fast_ferry",
+    40.0
+   ],
+   "aerial_lift": [
+    "gondola",
+    2.1
+   ],
+   "gondola": [
+    "gondola",
+    2.1
+   ],
+   "funicular": [
+    "funicular",
+    14.0
+   ]
+  },
+  "route_types": {
+   "0": [
+    "tram",
+    30.0
+   ],
+   "1": [
+    "metro",
+    115.0
+   ],
+   "2": [
+    "commuter_emu",
+    98.1
+   ],
+   "3": [
+    "city_bus",
+    12.0
+   ],
+   "4": [
+    "fast_ferry",
+    40.0
+   ],
+   "5": [
+    "cable_tram",
+    8.4
+   ],
+   "6": [
+    "gondola",
+    2.1
+   ],
+   "7": [
+    "funicular",
+    14.0
+   ],
+   "11": [
+    "trolleybus",
+    12.0
+   ],
+   "12": [
+    "monorail",
+    55.5
+   ],
+   "100": [
+    "intercity",
+    182.8
+   ],
+   "101": [
+    "high_speed",
+    206.2
+   ],
+   "102": [
+    "intercity",
+    182.8
+   ],
+   "103": [
+    "intercity",
+    182.8
+   ],
+   "104": [
+    "intercity",
+    182.8
+   ],
+   "105": [
+    "intercity",
+    182.8
+   ],
+   "106": [
+    "regional_dmu",
+    49.5
+   ],
+   "107": [
+    "regional_dmu",
+    49.5
+   ],
+   "108": [
+    "metro",
+    115.0
+   ],
+   "109": [
+    "commuter_emu",
+    98.1
+   ],
+   "110": [
+    "regional_dmu",
+    49.5
+   ],
+   "111": [
+    "intercity",
+    182.8
+   ],
+   "112": [
+    "intercity",
+    182.8
+   ],
+   "113": [
+    "intercity",
+    182.8
+   ],
+   "114": [
+    "intercity",
+    182.8
+   ],
+   "115": [
+    "intercity",
+    182.8
+   ],
+   "116": [
+    "regional_dmu",
+    49.5
+   ],
+   "117": [
+    "intercity",
+    182.8
+   ],
+   "200": [
+    "coach",
+    13.0
+   ],
+   "201": [
+    "coach",
+    13.0
+   ],
+   "202": [
+    "coach",
+    13.0
+   ],
+   "203": [
+    "coach",
+    13.0
+   ],
+   "204": [
+    "coach",
+    13.0
+   ],
+   "205": [
+    "coach",
+    13.0
+   ],
+   "206": [
+    "coach",
+    13.0
+   ],
+   "207": [
+    "coach",
+    13.0
+   ],
+   "208": [
+    "coach",
+    13.0
+   ],
+   "209": [
+    "coach",
+    13.0
+   ],
+   "400": [
+    "metro",
+    115.0
+   ],
+   "401": [
+    "metro",
+    115.0
+   ],
+   "402": [
+    "metro",
+    115.0
+   ],
+   "403": [
+    "metro",
+    115.0
+   ],
+   "404": [
+    "metro",
+    115.0
+   ],
+   "405": [
+    "monorail",
+    55.5
+   ],
+   "700": [
+    "city_bus",
+    12.0
+   ],
+   "701": [
+    "coach",
+    13.0
+   ],
+   "702": [
+    "coach",
+    13.0
+   ],
+   "703": [
+    "city_bus",
+    12.0
+   ],
+   "704": [
+    "city_bus",
+    12.0
+   ],
+   "705": [
+    "city_bus",
+    12.0
+   ],
+   "706": [
+    "coach",
+    13.0
+   ],
+   "707": [
+    "city_bus",
+    12.0
+   ],
+   "708": [
+    "city_bus",
+    12.0
+   ],
+   "709": [
+    "city_bus",
+    12.0
+   ],
+   "710": [
+    "double_decker",
+    11.0
+   ],
+   "711": [
+    "city_bus",
+    12.0
+   ],
+   "712": [
+    "city_bus",
+    12.0
+   ],
+   "713": [
+    "city_bus",
+    12.0
+   ],
+   "714": [
+    "coach",
+    13.0
+   ],
+   "715": [
+    "van",
+    5.5
+   ],
+   "716": [
+    "city_bus",
+    12.0
+   ],
+   "800": [
+    "trolleybus",
+    12.0
+   ],
+   "900": [
+    "tram",
+    30.0
+   ],
+   "901": [
+    "tram",
+    30.0
+   ],
+   "902": [
+    "tram",
+    30.0
+   ],
+   "903": [
+    "light_rail",
+    28.2
+   ],
+   "904": [
+    "tram",
+    30.0
+   ],
+   "905": [
+    "tram",
+    30.0
+   ],
+   "906": [
+    "tram",
+    30.0
+   ],
+   "1000": [
+    "fast_ferry",
+    40.0
+   ],
+   "1200": [
+    "fast_ferry",
+    40.0
+   ],
+   "1300": [
+    "gondola",
+    2.1
+   ],
+   "1301": [
+    "gondola",
+    2.1
+   ],
+   "1302": [
+    "gondola",
+    2.1
+   ],
+   "1306": [
+    "gondola",
+    2.1
+   ],
+   "1307": [
+    "gondola",
+    2.1
+   ],
+   "1400": [
+    "funicular",
+    14.0
+   ],
+   "1500": [
+    "car",
+    4.6
+   ],
+   "1501": [
+    "van",
+    5.5
+   ],
+   "1502": [
+    "car",
+    4.6
+   ],
+   "1503": [
+    "car",
+    4.6
+   ],
+   "1504": [
+    "car",
+    4.6
+   ],
+   "1505": [
+    "car",
+    4.6
+   ],
+   "1506": [
+    "car",
+    4.6
+   ],
+   "1507": [
+    "car",
+    4.6
+   ]
+  },
+  "rail": {
+   "transit": {
+    "rail": [
+     "commuter_emu",
+     98.1
+    ],
+    "metro": [
+     "metro",
+     115.0
+    ],
+    "tram": [
+     "tram",
+     30.0
+    ]
+   },
+   "local": {
+    "rail": [
+     "commuter_emu",
+     98.1
+    ],
+    "metro": [
+     "metro",
+     115.0
+    ],
+    "tram": [
+     "tram",
+     30.0
+    ]
+   },
+   "regional": {
+    "rail": [
+     "regional_dmu",
+     49.5
+    ],
+    "metro": [
+     "metro",
+     115.0
+    ],
+    "tram": [
+     "light_rail",
+     28.2
+    ]
+   },
+   "national": {
+    "rail": [
+     "intercity",
+     182.8
+    ],
+    "metro": [
+     "metro",
+     115.0
+    ],
+    "tram": [
+     "light_rail",
+     28.2
+    ]
+   },
+   "international": {
+    "rail": [
+     "high_speed",
+     206.2
+    ],
+    "metro": [
+     "metro",
+     115.0
+    ],
+    "tram": [
+     "light_rail",
+     28.2
+    ]
+   }
+  },
+  "default": [
+   "city_bus",
+   12.0
+  ],
+  "elevation": {
+   "monorail": 6.0,
+   "gondola": 20.0
+  }
+ }
+}
\ No newline at end of file
diff --git a/scripts/format-scope.json b/scripts/format-scope.json
index df01df506..5ddbbcf34 100644
--- a/scripts/format-scope.json
+++ b/scripts/format-scope.json
@@ -1428,5 +1428,9 @@
   "src/ui/ownerFlagSheet.js",
   "src/data/placePacksLoading.test.mjs",
   "src/ui/placePacksLoading.js",
-  "src/ui/placePacksLoading.test.mjs"
+  "src/ui/placePacksLoading.test.mjs",
+  "src/data/fleetModels.test.mjs",
+  "src/data/fleetModelInstances.test.mjs",
+  "src/testSupport/fleetGlb.mjs",
+  "scripts/measure-fleet-trail-anchors.mjs"
 ]
diff --git a/scripts/measure-fleet-trail-anchors.mjs b/scripts/measure-fleet-trail-anchors.mjs
new file mode 100644
index 000000000..c26874dc7
--- /dev/null
+++ b/scripts/measure-fleet-trail-anchors.mjs
@@ -0,0 +1,53 @@
+#!/usr/bin/env node
+/**
+ * Re-measure the trail attachment point of every aircraft-layer fleet model
+ * and print `src/data/fleetTrailAnchors.js`.
+ *
+ *   node scripts/measure-fleet-trail-anchors.mjs > src/data/fleetTrailAnchors.js
+ *
+ * Run it whenever a model under `public/models/fleet/` changes; the unit
+ * suite (`src/data/fleetModels.test.mjs`) re-derives each value and fails
+ * on a table that no longer matches its GLB.
+ */
+import fs from 'node:fs';
+import path from 'node:path';
+import { projectRoot } from './project-root.mjs';
+import {
+  fleetMesh,
+  measuredTrailAnchor,
+} from '../src/testSupport/fleetGlb.mjs';
+
+/** Catalog categories the aircraft layers draw (ADS-B ground vehicles and balloons included). */
+export const TRAIL_ANCHOR_CATEGORIES = ['aircraft', 'helicopters', 'other'];
+
+const root = projectRoot(import.meta.url);
+const dir = path.join(root, 'public', 'models', 'fleet');
+const catalog = JSON.parse(
+  fs.readFileSync(path.join(dir, 'catalog.json'), 'utf8'),
+);
+const rows = [];
+for (const [name, model] of Object.entries(catalog)) {
+  if (!TRAIL_ANCHOR_CATEGORIES.includes(model.category)) continue;
+  const anchor = measuredTrailAnchor(
+    await fleetMesh(path.join(dir, model.file)),
+  );
+  if (!anchor) continue;
+  const [x, y] = anchor.map((value) => Number(value.toFixed(4)) || 0);
+  rows.push(
+    `  ${/^[a-z_]\w*$/.test(name) ? name : `'${name}'`}: Object.freeze([${x}, ${y}, 0]),`,
+  );
+}
+process.stdout.write(`/**
+ * Aft-belly trail attachment points of the fleet models the aircraft layers
+ * draw, in raw glTF axes (X along the body, nose toward -X; Y up), metres
+ * before scale, node transforms applied. Each is the point of the model's
+ * centreline profile (its z = 0 slice) nearest its aft-belly bounding-box
+ * corner: on the hull, aft, and on the centreline (see modelVisualAnchor.js).
+ *
+ * Written by scripts/measure-fleet-trail-anchors.mjs; re-measured against the
+ * GLBs by fleetModels.test.mjs.
+ */
+export const FLEET_TRAIL_ANCHORS = Object.freeze({
+${rows.join('\n')}
+});
+`);
diff --git a/src/data/fleetModels.js b/src/data/fleetModels.js
new file mode 100644
index 000000000..7c0204fdd
--- /dev/null
+++ b/src/data/fleetModels.js
@@ -0,0 +1,475 @@
+/**
+ * @module fleetModels
+ * @description The project's procedural fleet models (`public/models/fleet/`):
+ * which model draws an aircraft, a vessel or a transit or rail vehicle, and at
+ * what size, from the set's `catalog.json` (each model's file, bounds,
+ * length, beam, clearance and icon class) and `types.json` (which model
+ * draws which type, and the fallbacks).
+ *
+ * Every model is metres, glTF Y-up, nose toward local -X, origin at the body
+ * centre (an aircraft's fuselage axis, a vessel's waterline, a road or rail
+ * vehicle's road or rail top), and is drawn life size: a type's published
+ * length over the model's built length is its scale.
+ *
+ * The resolvers are plain functions over the parsed JSON; `loadFleetModelSet`
+ * fetches the JSON and every GLB once, up front, so no model is fetched
+ * mid-session.
+ */
+
+import { classifyAircraft } from './aircraftClass.js';
+import { FLEET_TRAIL_ANCHORS } from './fleetTrailAnchors.js';
+
+/** Where the model set is served, relative to the application base. */
+export const FLEET_MODEL_BASE = '/models/fleet/';
+
+/**
+ * Longest and widest hulls afloat, metres (Seawise Giant 458 m; the TI
+ * tankers 68 m abeam). AIS gives the bow and stern from the antenna in 9 bits
+ * and each side in 6, their largest values (511, 63) meaning "that or more"
+ * or a set never configured: a 30 m tug reported 511 m long would be drawn 17
+ * times its size.
+ */
+const MAX_HULL_LENGTH_M = 460;
+const MAX_HULL_BEAM_M = 75;
+
+/** The model a known aircraft class draws when its type has no entry. */
+const CLASS_MODELS = Object.freeze({
+  light: 'c172',
+  glider: 'glider',
+  turboprop: 'at72',
+  widebody: 'b789',
+  quadjet: 'b744',
+  helicopter: 'generic_heli',
+  fastjet: 't38',
+  bizjet: 'c56x',
+  uav: 'mq9',
+});
+
+/** OpenSky's integer aircraft category (state vector index 17) → ADS-B emitter category. */
+const OPENSKY_EMITTER_CATEGORY = Object.freeze({
+  2: 'A1',
+  3: 'A2',
+  4: 'A3',
+  5: 'A4',
+  6: 'A5',
+  7: 'A6',
+  8: 'A7',
+  9: 'B1',
+  10: 'B2',
+  11: 'B3',
+  12: 'B4',
+  14: 'B6',
+  15: 'B7',
+  16: 'C1',
+  17: 'C2',
+  18: 'C3',
+  19: 'C4',
+  20: 'C5',
+});
+
+/** A text vessel type (as some AIS sources name it) → a representative AIS ship-type code. */
+const TEXT_SHIP_TYPES = [
+  [/tanker|lng|lpg|gas carrier/i, 80],
+  [/cargo|container|bulk|carrier|freighter|ro-?ro/i, 70],
+  [/passenger|ferry|cruise/i, 60],
+  [/high.?speed/i, 40],
+  [/fishing|trawler/i, 30],
+  [/tug|towing/i, 52],
+  [/pilot/i, 50],
+  [/search|rescue|\bsar\b/i, 51],
+  [/dredg/i, 33],
+  [/military|naval|navy/i, 35],
+  [/law|police|patrol|coast ?guard/i, 55],
+  [/sail/i, 36],
+  [/pleasure|yacht/i, 37],
+];
+
+/**
+ * The model for an aircraft of ICAO type `type` (A320, B738, R44) and ADS-B
+ * emitter category `category`: the type's, else the category's, else
+ * `default_aircraft`.
+ * @param {object} types Parsed `types.json`.
+ * @param {string} [type]
+ * @param {string} [category]
+ * @returns {{model: string, length: number|null}}
+ */
+export function resolveAircraft(types, type, category) {
+  const t = type?.trim().toUpperCase();
+  const [model, length] =
+    (t && (types.aircraft[t] ?? types.helicopters[t])) ||
+    (category && types.categories[category]) ||
+    types.default_aircraft;
+  return { model, length };
+}
+
+/**
+ * A reported length as one a hull can have, else undefined (drawn as built).
+ * @param {number} [length]
+ * @returns {number|undefined}
+ */
+export function hullLength(length) {
+  return length !== undefined &&
+    length !== null &&
+    length > 0 &&
+    length <= MAX_HULL_LENGTH_M
+    ? length
+    : undefined;
+}
+
+/**
+ * A reported beam as one a hull can have, else undefined.
+ * @param {number} [beam]
+ * @returns {number|undefined}
+ */
+export function hullBeam(beam) {
+  return beam !== undefined &&
+    beam !== null &&
+    beam > 0 &&
+    beam <= MAX_HULL_BEAM_M
+    ? beam
+    : undefined;
+}
+
+/**
+ * The model for a vessel of AIS ship type `shipType` and the reported length
+ * and beam (metres) and name: the first rule that matches in the first type
+ * range that has one, else `default_vessel`. Drawn at the reported length, as
+ * built when it is unknown.
+ * @param {object} types Parsed `types.json`.
+ * @param {number} [shipType]
+ * @param {number} [length]
+ * @param {number} [beam]
+ * @param {string} [name]
+ * @returns {{model: string, length: number|null}}
+ */
+export function resolveVessel(types, shipType, length, beam, name) {
+  const L = hullLength(length) ?? 0;
+  const B = hullBeam(beam) ?? 0;
+  const drawn = L > 0 ? L : null;
+  if (shipType !== undefined && shipType !== null) {
+    for (const group of types.vessels) {
+      if (!(shipType >= group.types[0] && shipType <= group.types[1])) continue;
+      for (const rule of group.rules) {
+        if (rule.min_len && L < rule.min_len) continue;
+        if (rule.max_len && L > rule.max_len) continue;
+        if (rule.name_re && !new RegExp(rule.name_re).test(name ?? ''))
+          continue;
+        if (rule.max_bl && !(B > 0 && L > 0 && B / L <= rule.max_bl)) continue;
+        return { model: rule.model, length: drawn };
+      }
+    }
+  }
+  return { model: types.default_vessel, length: drawn };
+}
+
+/**
+ * The model for a public transport vehicle: a rail category and mode
+ * (`transit`/`local`/`regional`/`national`/`international` × `rail`/`metro`/
+ * `tram`), else a GTFS `route_type` (basic 0-12 or extended 100-1507), else a
+ * mode name (`bus`, `tram`, `subway`, `rail`, `ferry`, `light_rail`, …),
+ * else `transit.default`. Each comes with the length to draw it at.
+ * @param {object} types Parsed `types.json`.
+ * @param {{railCategory?: string, railMode?: string, routeType?: number|string,
+ *   mode?: string}} vehicle
+ * @returns {{model: string, length: number|null}}
+ */
+export function resolveTransit(
+  types,
+  { railCategory, railMode, routeType, mode } = {},
+) {
+  const transit = types.transit;
+  const rail = railCategory ? transit.rail[railCategory] : null;
+  const routeKey =
+    routeType === undefined || routeType === null || routeType === ''
+      ? null
+      : String(Number(routeType));
+  const [model, length] =
+    (rail && (rail[railMode || 'rail'] ?? rail.rail)) ||
+    (routeKey && transit.route_types[routeKey]) ||
+    (mode && transit.modes[mode]) ||
+    transit.default;
+  return { model, length };
+}
+
+/**
+ * An AIS ship type as its numeric code: a code as given ("70"), or the code
+ * of the family a text type names ("Cargo" → 70); undefined when it names
+ * none.
+ * @param {string|number|null|undefined} type
+ * @returns {number|undefined}
+ */
+export function aisShipTypeCode(type) {
+  const text = String(type ?? '').trim();
+  if (!text) return undefined;
+  if (/^\d+$/.test(text)) {
+    const code = Number(text);
+    return code > 0 && code < 100 ? code : undefined;
+  }
+  for (const [pattern, code] of TEXT_SHIP_TYPES)
+    if (pattern.test(text)) return code;
+  return undefined;
+}
+
+/**
+ * An aircraft category as an ADS-B emitter category: an emitter string as
+ * given ("A3"), or OpenSky's integer category mapped to one.
+ * @param {string|number|null|undefined} category
+ * @returns {string|undefined}
+ */
+export function emitterCategory(category) {
+  if (typeof category === 'number')
+    return OPENSKY_EMITTER_CATEGORY[category] || undefined;
+  const text = String(category ?? '')
+    .trim()
+    .toUpperCase();
+  if (/^\d+$/.test(text)) return OPENSKY_EMITTER_CATEGORY[Number(text)];
+  return /^[A-D][0-7]$/.test(text) ? text : undefined;
+}
+
+/**
+ * The scale of model `model` drawn `length` metres long, along the model's
+ * length, beam and height. A vessel's reported beam stretches it sideways;
+ * its height follows the mean of the two.
+ * @param {object} model Catalog entry.
+ * @param {number|null} length
+ * @param {number} [beam] A vessel's reported beam.
+ * @returns {[number, number, number]}
+ */
+export function placeScale(model, length, beam) {
+  if (length === null || length === undefined || !(model.length > 0))
+    return [1, 1, 1];
+  const sx = length / model.length;
+  const b = hullBeam(beam);
+  const sy = b !== undefined && model.beam > 0 ? b / model.beam : sx;
+  return [sx, sy, (sx + sy) / 2];
+}
+
+/** Half the diagonal of a model's bounds: the radius Cesium bounds it by. */
+function boundingRadius(model) {
+  const [x0, y0, z0] = model.min;
+  const [x1, y1, z1] = model.max;
+  return Math.hypot(x1 - x0, y1 - y0, z1 - z0) / 2;
+}
+
+/**
+ * The drawing of model `name` at `length` metres: what the layers place.
+ *
+ * `scale` is the uniform scale (along the model's length) a Cesium Model
+ * takes; `scaleXYZ` the model's length, beam and height scales, for a vessel
+ * stretched to its reported beam. `clearanceM` is how far the model reaches
+ * below its origin at that scale (wheels below an aircraft's axis, a keel
+ * below the waterline): a grounded aircraft stands its origin that far up.
+ * `elevationM` lifts a vehicle off the route it follows (a monorail, a
+ * gondola). `tinted` models carry the `_TINT` vertex attribute marking where
+ * a route colour applies. `nativeRadiusM` (unscaled), `visualCenterNative`
+ * and `trailAnchorNative` (raw glTF axes, unscaled) serve the aircraft
+ * layers' pixel-size, bracket and trail geometry.
+ * @param {{catalog: object, types: object}} set
+ * @param {string} name Catalog model name.
+ * @param {number|null} length Metres along the body; null draws it as built.
+ * @param {{beam?: number}} [options]
+ * @returns {object}
+ */
+export function fleetModelSpec(set, name, length, { beam } = {}) {
+  const model = set.catalog[name];
+  // Ground vehicles, balloons and obstacles are built at the size their type
+  // names (a tower's 60 m is its height, not a length to scale to).
+  const drawnLength = model.category === 'other' ? null : length;
+  const scaleXYZ = placeScale(model, drawnLength, beam);
+  const elevationM = set.types.transit?.elevation?.[name] || 0;
+  return Object.freeze({
+    model: name,
+    url: FLEET_MODEL_BASE + model.file,
+    category: model.category,
+    icon: model.icon,
+    length: model.length * scaleXYZ[0],
+    scale: scaleXYZ[0],
+    scaleXYZ: Object.freeze(scaleXYZ),
+    clearanceM: model.clearance * scaleXYZ[2],
+    elevationM,
+    tinted: model.category === 'transit',
+    nativeRadiusM: boundingRadius(model),
+    visualCenterNative: CENTRED,
+    trailAnchorNative: FLEET_TRAIL_ANCHORS[name] || CENTRED,
+    key: `${name}@${scaleXYZ.map((s) => s.toFixed(4)).join('x')}`,
+  });
+}
+
+const CENTRED = Object.freeze([0, 0, 0]);
+
+/** `resolved` drawn from `set`, its model replaced by `fallback` when the catalog lacks it. */
+function specOf(set, resolved, fallback, options) {
+  const known = set.catalog[resolved.model] ? resolved : fallback(resolved);
+  return fleetModelSpec(set, known.model, known.length, options);
+}
+
+/**
+ * The model an aircraft is drawn with. The type's entry first; then, for a
+ * type the map lacks, the model of its class (a fast jet, a helicopter, a
+ * glider) when the type names one; then the emitter category's; then
+ * `default_aircraft`.
+ * @param {{catalog: object, types: object}} set
+ * @param {{typeCode?: string|null, type?: string|null,
+ *   category?: string|number|null}} aircraft
+ * @returns {object} {@link fleetModelSpec}
+ */
+export function aircraftModelSpec(set, { typeCode, type, category } = {}) {
+  const { types, catalog } = set;
+  const code = String(typeCode ?? type ?? '')
+    .trim()
+    .toUpperCase();
+  const emitter = emitterCategory(category);
+  let resolved = resolveAircraft(types, code, emitter);
+  const typed = code && (types.aircraft[code] || types.helicopters[code]);
+  if (!typed && code) {
+    const model = CLASS_MODELS[classifyAircraft({ typeCode: code })];
+    if (model && catalog[model])
+      resolved = { model, length: catalog[model].length };
+  }
+  return specOf(set, resolved, () => ({
+    model: types.default_aircraft[0],
+    length: types.default_aircraft[1],
+  }));
+}
+
+/**
+ * The model a vessel is drawn with, from its AIS ship type (a code or a text
+ * family), reported length and beam (metres) and name.
+ * @param {{catalog: object, types: object}} set
+ * @param {{type?: string|number|null, length?: number|null,
+ *   beam?: number|null, name?: string|null}} vessel
+ * @returns {object} {@link fleetModelSpec}
+ */
+export function vesselModelSpec(set, { type, length, beam, name } = {}) {
+  const resolved = resolveVessel(
+    set.types,
+    aisShipTypeCode(type),
+    length ?? undefined,
+    beam ?? undefined,
+    name ?? undefined,
+  );
+  return specOf(
+    set,
+    resolved,
+    (r) => ({ model: set.types.default_vessel, length: r.length }),
+    { beam: beam ?? undefined },
+  );
+}
+
+/**
+ * The model a transit or rail vehicle is drawn with ({@link resolveTransit}).
+ * @param {{catalog: object, types: object}} set
+ * @param {object} vehicle
+ * @returns {object} {@link fleetModelSpec}
+ */
+export function transitModelSpec(set, vehicle) {
+  return specOf(set, resolveTransit(set.types, vehicle), () => ({
+    model: set.types.transit.default[0],
+    length: set.types.transit.default[1],
+  }));
+}
+
+/**
+ * Every model the type map names, defaults and fallbacks included.
+ * @param {object} types Parsed `types.json`.
+ * @returns {Set<string>}
+ */
+export function namedFleetModels(types) {
+  const pairs = (map) => Object.values(map).map(([model]) => model);
+  const transit = types.transit;
+  return new Set([
+    ...pairs(types.aircraft),
+    ...pairs(types.helicopters),
+    ...pairs(types.categories),
+    ...types.vessels.flatMap((group) => group.rules.map((rule) => rule.model)),
+    types.default_aircraft[0],
+    types.default_vessel,
+    ...pairs(transit.modes),
+    ...pairs(transit.route_types),
+    ...Object.values(transit.rail).flatMap(pairs),
+    transit.default[0],
+    ...Object.keys(transit.elevation),
+    ...Object.values(CLASS_MODELS),
+  ]);
+}
+
+let loading = null;
+let loaded = null;
+
+/**
+ * The model set once {@link loadFleetModelSet} has loaded it, else null.
+ * @returns {object|null}
+ */
+export function fleetModelSet() {
+  return loaded;
+}
+
+/**
+ * Fetch the model set once for every layer: `catalog.json`, `types.json` and
+ * every GLB the catalog names, all up front, so no model is fetched while a
+ * session runs. Resolves to `{catalog, types, bytes, loadMs, totalBytes}`,
+ * `bytes` holding each model's GLB by name; a GLB that fails to load is left
+ * out (that model then draws nothing and its entities stay icons).
+ * @param {{resolveAsset?: (url: string) => string,
+ *   fetchImpl?: typeof fetch, now?: () => number}} [options]
+ * @returns {Promise<object>}
+ */
+export function loadFleetModelSet({
+  resolveAsset = (url) => url,
+  fetchImpl = globalThis.fetch,
+  now = () => globalThis.performance?.now?.() ?? Date.now(),
+} = {}) {
+  if (loading) return loading;
+  const started = now();
+  const json = async (name) => {
+    const response = await fetchImpl(resolveAsset(FLEET_MODEL_BASE + name));
+    if (!response.ok) throw new Error(`${name}: HTTP ${response.status}`);
+    return response.json();
+  };
+  loading = (async () => {
+    const [catalog, types] = await Promise.all([
+      json('catalog.json'),
+      json('types.json'),
+    ]);
+    const bytes = new Map();
+    let totalBytes = 0;
+    await Promise.all(
+      Object.entries(catalog).map(async ([name, model]) => {
+        try {
+          const response = await fetchImpl(
+            resolveAsset(FLEET_MODEL_BASE + model.file),
+          );
+          if (!response.ok) return;
+          const glb = new Uint8Array(await response.arrayBuffer());
+          bytes.set(name, glb);
+          totalBytes += glb.byteLength;
+        } catch {
+          /* that model draws nothing; its entities stay icons */
+        }
+      }),
+    );
+    loaded = Object.freeze({
+      catalog,
+      types,
+      bytes,
+      loadMs: now() - started,
+      totalBytes,
+    });
+    console.info(
+      `[Fleet] ${bytes.size}/${Object.keys(catalog).length} models ` +
+        `(${(totalBytes / 1048576).toFixed(2)} MB) loaded in ${Math.round(loaded.loadMs)} ms`,
+    );
+    return loaded;
+  })();
+  // A failed catalog load may be retried by the next layer that starts.
+  loading.catch(() => {
+    loading = null;
+  });
+  return loading;
+}
+
+/** Forget the loaded set (tests). */
+export function resetFleetModelSet() {
+  loading = null;
+  loaded = null;
+}
diff --git a/src/data/fleetModels.test.mjs b/src/data/fleetModels.test.mjs
new file mode 100644
index 000000000..9eb484a6a
--- /dev/null
+++ b/src/data/fleetModels.test.mjs
@@ -0,0 +1,427 @@
+import { test } from 'node:test';
+import assert from 'node:assert/strict';
+import fs from 'node:fs';
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import {
+  FLEET_MODEL_BASE,
+  aircraftModelSpec,
+  aisShipTypeCode,
+  emitterCategory,
+  fleetModelSet,
+  fleetModelSpec,
+  hullBeam,
+  hullLength,
+  loadFleetModelSet,
+  namedFleetModels,
+  placeScale,
+  resetFleetModelSet,
+  resolveAircraft,
+  resolveTransit,
+  resolveVessel,
+  transitModelSpec,
+  vesselModelSpec,
+} from './fleetModels.js';
+import { FLEET_TRAIL_ANCHORS } from './fleetTrailAnchors.js';
+import {
+  centrelineSegments,
+  distanceToSurface,
+  fleetMesh,
+  measuredTrailAnchor,
+  readGlb,
+  vertexBounds,
+} from '../testSupport/fleetGlb.mjs';
+
+const ROOT = path.resolve(
+  path.dirname(fileURLToPath(import.meta.url)),
+  '../..',
+);
+const DIR = path.join(ROOT, 'public', 'models', 'fleet');
+const json = (name) =>
+  JSON.parse(fs.readFileSync(path.join(DIR, name), 'utf8'));
+const catalog = json('catalog.json');
+const types = json('types.json');
+const set = { catalog, types };
+
+// A slice of the set's types.json and catalog.json, as the resolver's own
+// reference tests use, so these read independently of later model changes.
+const sliceTypes = {
+  aircraft: {
+    A320: ['a320', 37.57],
+    A21N: ['a320', 44.51],
+    A319: ['a320', 33.84],
+    B38M: ['b738', 39.52],
+  },
+  helicopters: { EC35: ['ec35', 10.2] },
+  categories: { A1: ['c172', 8.3] },
+  vessels: [
+    {
+      types: [70, 79],
+      rules: [
+        { min_len: 70, max_len: 140, max_bl: 0.12, model: 'inland_cargo' },
+        {
+          name_re: '\\b(LEADER|HIGHWAY|ACE|GLOVIS|HOEGH|SPIRIT OF)\\b',
+          min_len: 150,
+          model: 'car_carrier',
+        },
+        { min_len: 250, model: 'container_ship' },
+        { model: 'general_cargo' },
+      ],
+    },
+    { types: [31, 32], rules: [{ model: 'tug' }] },
+    { types: [52, 52], rules: [{ model: 'tug' }] },
+    { types: [0, 99], rules: [{ model: 'generic_vessel' }] },
+  ],
+  default_aircraft: ['generic_plane', 36],
+  default_vessel: 'generic_vessel',
+};
+const model = (category, file, length, beam, clearance) => ({
+  category,
+  file,
+  min: [0, 0, 0],
+  max: [0, 0, 0],
+  length,
+  beam,
+  clearance,
+  tris: 1,
+  icon: 'jet',
+});
+const sliceCatalog = {
+  a320: model('aircraft', 'aircraft/a320.glb', 37.57, 35.6, 3.063),
+  container_ship: model('ships', 'ships/container_ship.glb', 309.9, 48, 13.9),
+};
+
+test('aircraft resolve by type, then emitter category, then the generic plane', () => {
+  assert.deepEqual(resolveAircraft(sliceTypes, 'A320'), {
+    model: 'a320',
+    length: 37.57,
+  });
+  assert.deepEqual(resolveAircraft(sliceTypes, ' b38m '), {
+    model: 'b738',
+    length: 39.52,
+  });
+  assert.equal(resolveAircraft(sliceTypes, 'EC35').model, 'ec35');
+  assert.deepEqual(resolveAircraft(sliceTypes, 'ZZZZ', 'A1'), {
+    model: 'c172',
+    length: 8.3,
+  });
+  assert.deepEqual(resolveAircraft(sliceTypes, undefined, 'Q9'), {
+    model: 'generic_plane',
+    length: 36,
+  });
+});
+
+test('vessels: the first matching rule of the first type range with one, else the generic vessel', () => {
+  assert.equal(resolveVessel(sliceTypes, 70, 366, 51).model, 'container_ship');
+  assert.equal(
+    resolveVessel(sliceTypes, 71, 199, 32, 'GLOVIS SPIRIT').model,
+    'car_carrier',
+  );
+  assert.equal(resolveVessel(sliceTypes, 79, 110, 11.4).model, 'inland_cargo');
+  assert.equal(resolveVessel(sliceTypes, 70, 90, 15).model, 'general_cargo');
+  assert.deepEqual(resolveVessel(sliceTypes, 52, 30, 10), {
+    model: 'tug',
+    length: 30,
+  });
+  assert.deepEqual(resolveVessel(sliceTypes, undefined, 50), {
+    model: 'generic_vessel',
+    length: 50,
+  });
+  assert.deepEqual(resolveVessel(sliceTypes, 0), {
+    model: 'generic_vessel',
+    length: null,
+  });
+});
+
+test("vessels: AIS's out-of-range sizes (511 m long, 126 m abeam) are unknown, drawn as built", () => {
+  assert.deepEqual(resolveVessel(sliceTypes, 52, 511), {
+    model: 'tug',
+    length: null,
+  });
+  assert.equal(hullLength(511), undefined);
+  assert.equal(hullLength(0), undefined);
+  assert.equal(hullBeam(126), undefined);
+  assert.equal(hullBeam(32), 32);
+  const ship = sliceCatalog.container_ship;
+  assert.deepEqual(placeScale(ship, ship.length, 126), [1, 1, 1]);
+});
+
+test('scale: aircraft by the type length, vessels by length and beam', () => {
+  const a320 = sliceCatalog.a320;
+  const [sx, sy, sz] = placeScale(a320, 44.51);
+  assert.ok(Math.abs(sx - 44.51 / 37.57) < 1e-12);
+  assert.equal(sy, sx);
+  assert.equal(sz, sx);
+  const ship = sliceCatalog.container_ship;
+  assert.deepEqual(placeScale(ship, ship.length / 2, 24), [0.5, 0.5, 0.5]);
+  assert.deepEqual(placeScale(ship, null), [1, 1, 1]);
+});
+
+test('every model the type map names is in the catalog, and its file is a GLB on disk', () => {
+  for (const name of namedFleetModels(types))
+    assert.ok(
+      catalog[name],
+      `${name}: named by types.json but not in the catalog`,
+    );
+  assert.equal(catalog.generic_plane?.category, 'aircraft');
+  assert.equal(catalog.generic_vessel?.category, 'ships');
+  assert.equal(catalog.city_bus?.category, 'transit');
+  for (const [name, metres] of Object.entries(types.transit.elevation)) {
+    assert.ok(catalog[name], name);
+    assert.ok(metres > 0, name);
+  }
+  let total = 0;
+  for (const [name, entry] of Object.entries(catalog)) {
+    const file = path.join(DIR, entry.file);
+    assert.ok(fs.existsSync(file), `${name}: ${entry.file} is missing`);
+    const bytes = fs.readFileSync(file);
+    assert.equal(bytes.subarray(0, 4).toString('latin1'), 'glTF', name);
+    assert.ok(entry.length > 0, name);
+    assert.ok(entry.tris <= 50_000, name);
+    total += bytes.length;
+  }
+  // The set ships with the repository and loads up front: keep it small.
+  assert.ok(total < 3 * 1024 * 1024, `fleet GLBs total ${total} bytes`);
+});
+
+test('transit bodies mark the share of the route colour they take; other models mark none', () => {
+  for (const [name, entry] of Object.entries(catalog)) {
+    const { json: gltf } = readGlb(path.join(DIR, entry.file));
+    for (const mesh of gltf.meshes)
+      for (const primitive of mesh.primitives)
+        assert.equal(
+          '_TINT' in primitive.attributes,
+          entry.category === 'transit',
+          name,
+        );
+    assert.equal(
+      fleetModelSpec(set, name, null).tinted,
+      entry.category === 'transit',
+    );
+  }
+});
+
+test('aircraft specs: by type, then class for an unlisted type, then emitter category', () => {
+  assert.equal(aircraftModelSpec(set, { typeCode: 'A320' }).model, 'a320');
+  assert.equal(aircraftModelSpec(set, { type: 'b744' }).model, 'b744');
+  // An unlisted fast jet is still a fast jet, not the generic airliner.
+  assert.equal(
+    aircraftModelSpec(set, { typeCode: 'FA18', category: 'A3' }).model,
+    't38',
+  );
+  assert.equal(aircraftModelSpec(set, { typeCode: 'MQ9' }).model, 'mq9');
+  assert.equal(
+    aircraftModelSpec(set, { typeCode: 'PUMA' }).model,
+    'generic_heli',
+  );
+  // An unlisted type of no special class falls to its category.
+  assert.equal(
+    aircraftModelSpec(set, { typeCode: 'ZZZZ', category: 'A5' }).model,
+    'b77w',
+  );
+  // OpenSky's integer category: 8 is rotorcraft (A7), 2 light (A1).
+  assert.equal(emitterCategory(8), 'A7');
+  assert.equal(emitterCategory('a3'), 'A3');
+  assert.equal(emitterCategory(1), undefined);
+  assert.equal(aircraftModelSpec(set, { category: 8 }).model, 'generic_heli');
+  assert.equal(aircraftModelSpec(set, { category: 2 }).model, 'c172');
+  assert.equal(aircraftModelSpec(set, {}).model, types.default_aircraft[0]);
+});
+
+test('aircraft specs are life size, standing on their scaled clearance', () => {
+  const spec = aircraftModelSpec(set, { typeCode: 'A21N' });
+  const [, length] = types.aircraft.A21N;
+  assert.equal(spec.model, types.aircraft.A21N[0]);
+  assert.ok(Math.abs(spec.length - length) < 1e-9);
+  assert.ok(Math.abs(spec.scale - length / catalog[spec.model].length) < 1e-12);
+  assert.ok(
+    Math.abs(spec.clearanceM - catalog[spec.model].clearance * spec.scale) <
+      1e-12,
+  );
+  assert.equal(spec.url, `${FLEET_MODEL_BASE}${catalog[spec.model].file}`);
+  assert.equal(spec.tinted, false);
+  assert.equal(spec.elevationM, 0);
+  assert.ok(
+    spec.nativeRadiusM * spec.scale > 25 &&
+      spec.nativeRadiusM * spec.scale < 60,
+  );
+  assert.deepEqual(spec.trailAnchorNative, FLEET_TRAIL_ANCHORS[spec.model]);
+  // A grounded service vehicle and an obstacle are drawn as built: the
+  // tower's 60 m is its height, not a length to stretch it to.
+  const tower = aircraftModelSpec(set, { category: 'C3' });
+  assert.equal(tower.model, 'tower');
+  assert.equal(tower.scale, 1);
+  assert.equal(aircraftModelSpec(set, { category: 'C1' }).scale, 1);
+});
+
+test('vessel specs read AIS codes and text families, stretched to the reported beam', () => {
+  assert.equal(aisShipTypeCode('70'), 70);
+  assert.equal(aisShipTypeCode(' Cargo '), 70);
+  assert.equal(aisShipTypeCode('Tanker'), 80);
+  assert.equal(aisShipTypeCode('Tug'), 52);
+  assert.equal(aisShipTypeCode('0'), undefined);
+  assert.equal(aisShipTypeCode(''), undefined);
+  const box = vesselModelSpec(set, { type: '71', length: 366, beam: 51 });
+  assert.equal(box.model, 'container_ship');
+  assert.ok(Math.abs(box.length - 366) < 1e-9);
+  const [sx, sy, sz] = box.scaleXYZ;
+  assert.ok(Math.abs(sy - 51 / catalog.container_ship.beam) < 1e-12);
+  assert.ok(Math.abs(sz - (sx + sy) / 2) < 1e-12);
+  assert.equal(vesselModelSpec(set, { type: 'Tug', length: 30 }).model, 'tug');
+  assert.equal(vesselModelSpec(set, { type: '36' }).model, 'sailboat');
+  // No type, no size: the generic vessel as built.
+  const unknown = vesselModelSpec(set, {});
+  assert.equal(unknown.model, types.default_vessel);
+  assert.equal(unknown.scale, 1);
+});
+
+test('transit specs: rail category and mode, then route type, then mode, then the default', () => {
+  assert.deepEqual(resolveTransit(types, { railCategory: 'national' }), {
+    model: 'intercity',
+    length: types.transit.rail.national.rail[1],
+  });
+  assert.equal(
+    resolveTransit(types, { railCategory: 'transit', railMode: 'metro' }).model,
+    'metro',
+  );
+  assert.equal(
+    resolveTransit(types, { railCategory: 'regional', railMode: 'tram' }).model,
+    'light_rail',
+  );
+  assert.equal(resolveTransit(types, { routeType: 3 }).model, 'city_bus');
+  assert.equal(resolveTransit(types, { routeType: '0' }).model, 'tram');
+  assert.equal(resolveTransit(types, { routeType: 109 }).model, 'commuter_emu');
+  assert.equal(resolveTransit(types, { mode: 'subway' }).model, 'metro');
+  assert.equal(resolveTransit(types, { mode: 'ferry' }).model, 'fast_ferry');
+  assert.equal(
+    resolveTransit(types, { mode: 'unknown' }).model,
+    types.transit.default[0],
+  );
+  const tram = transitModelSpec(set, { mode: 'tram' });
+  assert.equal(tram.tinted, true);
+  assert.equal(tram.clearanceM, 0);
+  assert.ok(Math.abs(tram.length - types.transit.modes.tram[1]) < 1e-9);
+  assert.equal(
+    transitModelSpec(set, { routeType: 12 }).elevationM,
+    types.transit.elevation.monorail,
+  );
+  assert.equal(
+    transitModelSpec(set, { mode: 'gondola' }).elevationM,
+    types.transit.elevation.gondola,
+  );
+  assert.equal(transitModelSpec(set, { mode: 'ferry' }).tinted, false);
+});
+
+test('a model missing from the catalog falls back to the default of its kind', () => {
+  const thin = {
+    catalog: { ...catalog },
+    types: {
+      ...types,
+      aircraft: { ...types.aircraft, XXXX: ['no_such_model', 20] },
+    },
+  };
+  assert.equal(
+    aircraftModelSpec(thin, { typeCode: 'XXXX' }).model,
+    types.default_aircraft[0],
+  );
+});
+
+const ANCHORED = Object.entries(catalog).filter(([, entry]) =>
+  ['aircraft', 'helicopters', 'other'].includes(entry.category),
+);
+
+test('every aircraft-layer model has a trail anchor on its real aft-belly hull', async () => {
+  assert.deepEqual(
+    new Set(Object.keys(FLEET_TRAIL_ANCHORS)),
+    new Set(ANCHORED.map(([name]) => name)),
+    're-run scripts/measure-fleet-trail-anchors.mjs',
+  );
+  for (const [name, entry] of ANCHORED) {
+    const mesh = await fleetMesh(path.join(DIR, entry.file));
+    const { min, max } = vertexBounds(mesh.verts);
+    const anchor = FLEET_TRAIL_ANCHORS[name];
+    // On the hull, not in the air beside it.
+    const offHull = distanceToSurface(anchor, mesh.verts, mesh.tris);
+    assert.ok(
+      offHull <= 1e-3,
+      `${name}: trail anchor is ${offHull.toFixed(4)} m off the hull`,
+    );
+    // Aft of the middle, so the head segment does not run into the body.
+    assert.ok(
+      anchor[0] > (min[0] + max[0]) / 2,
+      `${name}: trail anchor is not aft`,
+    );
+    // Nothing of the centreline hangs lower at or behind its station.
+    const lowest = centrelineSegments(mesh.verts, mesh.tris)
+      .flat()
+      .filter((p) => p[0] >= anchor[0] - 1e-3)
+      .reduce((low, p) => Math.min(low, p[1]), Infinity);
+    assert.ok(
+      anchor[1] <= lowest + 1e-3,
+      `${name}: trail anchor is above the hull aft of it`,
+    );
+    assert.equal(anchor[2], 0, `${name}: trail anchor is off the centreline`);
+    // And it is the construction, re-derived.
+    const measured = measuredTrailAnchor(mesh);
+    for (const axis of [0, 1])
+      assert.ok(
+        Math.abs(anchor[axis] - measured[axis]) <= 1e-3,
+        `${name} axis ${axis}: table ${anchor[axis]} vs measured ${measured[axis].toFixed(4)}`,
+      );
+  }
+});
+
+test('catalog bounds match the GLBs they describe', async () => {
+  for (const [name, entry] of Object.entries(catalog)) {
+    const { min, max } = vertexBounds(
+      (await fleetMesh(path.join(DIR, entry.file))).verts,
+    );
+    // The catalog is Z up (glTF Y), glTF Z across.
+    const tolerance = 0.01 * Math.max(1, entry.length);
+    assert.ok(Math.abs(min[0] - entry.min[0]) <= tolerance, `${name} min x`);
+    assert.ok(Math.abs(max[0] - entry.max[0]) <= tolerance, `${name} max x`);
+    assert.ok(Math.abs(min[1] - entry.min[2]) <= tolerance, `${name} min up`);
+    assert.ok(
+      Math.abs(-min[1] - entry.clearance) <= tolerance,
+      `${name} clearance`,
+    );
+    assert.ok(
+      Math.abs(max[2] - min[2] - (entry.max[1] - entry.min[1])) <= tolerance,
+      `${name} beam`,
+    );
+  }
+});
+
+test('the model set loads once, every GLB up front, shared by every layer', async () => {
+  resetFleetModelSet();
+  const requested = [];
+  const fetchImpl = async (url) => {
+    requested.push(url);
+    const file = path.join(ROOT, 'public', url.replace(/^\/app/, ''));
+    if (!fs.existsSync(file)) return { ok: false, status: 404 };
+    const bytes = fs.readFileSync(file);
+    return {
+      ok: true,
+      json: async () => JSON.parse(bytes.toString('utf8')),
+      arrayBuffer: async () =>
+        bytes.buffer.slice(
+          bytes.byteOffset,
+          bytes.byteOffset + bytes.byteLength,
+        ),
+    };
+  };
+  const resolveAsset = (url) => `/app${url}`;
+  const [first, second] = await Promise.all([
+    loadFleetModelSet({ resolveAsset, fetchImpl }),
+    loadFleetModelSet({ resolveAsset, fetchImpl }),
+  ]);
+  assert.equal(first, second);
+  assert.equal(fleetModelSet(), first);
+  assert.equal(first.bytes.size, Object.keys(catalog).length);
+  assert.equal(requested.length, Object.keys(catalog).length + 2);
+  assert.ok(requested.every((url) => url.startsWith('/app/models/fleet/')));
+  assert.ok(first.totalBytes > 0 && Number.isFinite(first.loadMs));
+  await loadFleetModelSet({ resolveAsset, fetchImpl });
+  assert.equal(requested.length, Object.keys(catalog).length + 2);
+  resetFleetModelSet();
+});
diff --git a/src/data/fleetTrailAnchors.js b/src/data/fleetTrailAnchors.js
new file mode 100644
index 000000000..4c109801b
--- /dev/null
+++ b/src/data/fleetTrailAnchors.js
@@ -0,0 +1,66 @@
+/**
+ * Aft-belly trail attachment points of the fleet models the aircraft layers
+ * draw, in raw glTF axes (X along the body, nose toward -X; Y up), metres
+ * before scale, node transforms applied. Each is the point of the model's
+ * centreline profile (its z = 0 slice) nearest its aft-belly bounding-box
+ * corner: on the hull, aft, and on the centreline (see modelVisualAnchor.js).
+ *
+ * Written by scripts/measure-fleet-trail-anchors.mjs; re-measured against the
+ * GLBs by fleetModels.test.mjs.
+ */
+export const FLEET_TRAIL_ANCHORS = Object.freeze({
+  a139: Object.freeze([6.8847, 0.2766, 0]),
+  a320: Object.freeze([17.2078, 0.7416, 0]),
+  a333: Object.freeze([29.7276, 1.1084, 0]),
+  a343: Object.freeze([30.0371, 1.2335, 0]),
+  a359: Object.freeze([31.0731, 1.1573, 0]),
+  a388: Object.freeze([34.3139, 1.9279, 0]),
+  as50: Object.freeze([5.2278, -0.0999, 0]),
+  at72: Object.freeze([12.8258, 0.6792, 0]),
+  b06: Object.freeze([4.62, -0.3002, 0]),
+  b407: Object.freeze([5.1264, -0.2797, 0]),
+  b738: Object.freeze([18.3819, 0.8391, 0]),
+  b744: Object.freeze([33.6232, 1.5411, 0]),
+  b763: Object.freeze([25.5464, 0.9889, 0]),
+  b77w: Object.freeze([34.4639, 1.2084, 0]),
+  b789: Object.freeze([29.0604, 1.0649, 0]),
+  balloon: Object.freeze([3.8215, -0.0009, 0]),
+  bcs3: Object.freeze([17.8658, 0.713, 0]),
+  be20: Object.freeze([6.6699, 0.5505, 0]),
+  blimp: Object.freeze([32.2493, -7.1382, 0]),
+  c17: Object.freeze([26.5207, 2.332, 0]),
+  c172: Object.freeze([4.0507, 0.4481, 0]),
+  c30j: Object.freeze([13.568, 0.9917, 0]),
+  c56x: Object.freeze([7.4627, 0.4526, 0]),
+  car: Object.freeze([2.3, 0.418, 0]),
+  cl35: Object.freeze([10.4607, 0.8247, 0]),
+  crj9: Object.freeze([17.8413, 0.8624, 0]),
+  dh8d: Object.freeze([15.7902, 0.7501, 0]),
+  e175: Object.freeze([14.697, 0.6077, 0]),
+  e55p: Object.freeze([7.6566, 0.503, 0]),
+  ec35: Object.freeze([5.1003, 0.1471, 0]),
+  ec45: Object.freeze([5.8004, 0.555, 0]),
+  fire_truck: Object.freeze([5.5, 0.6051, 0]),
+  generic_heli: Object.freeze([5.4997, 0.1604, 0]),
+  generic_plane: Object.freeze([16.5228, 0.712, 0]),
+  glf4: Object.freeze([13.4603, 0.8243, 0]),
+  glider: Object.freeze([3.3997, 0.1283, 0]),
+  h47: Object.freeze([7.7303, 0.0035, 0]),
+  h60: Object.freeze([7.6295, 0.1365, 0]),
+  h64: Object.freeze([6.9228, -0.5553, 0]),
+  k35r: Object.freeze([28.0221, -2.4508, 0]),
+  md11: Object.freeze([30.8002, 1.2291, 0]),
+  mq9: Object.freeze([5.8498, -0.062, 0]),
+  p28a: Object.freeze([3.3695, 0.3959, 0]),
+  pc12: Object.freeze([6.6416, 0.5288, 0]),
+  pushback: Object.freeze([3, 0.2499, 0]),
+  r44: Object.freeze([4.4219, -0.3001, 0]),
+  s76: Object.freeze([6.6001, 0.1915, 0]),
+  sr22: Object.freeze([3.6762, 0.2376, 0]),
+  t38: Object.freeze([7.0246, -0.3791, 0]),
+  tex2: Object.freeze([4.7383, 0.2302, 0]),
+  tower: Object.freeze([1.2952, -0.0007, 0]),
+  ultralight: Object.freeze([3.2271, 0.3259, 0]),
+  v22: Object.freeze([7.9868, 0.2956, 0]),
+  van: Object.freeze([2.75, 0.418, 0]),
+});
diff --git a/src/testSupport/fleetGlb.mjs b/src/testSupport/fleetGlb.mjs
new file mode 100644
index 000000000..c797cc836
--- /dev/null
+++ b/src/testSupport/fleetGlb.mjs
@@ -0,0 +1,356 @@
+/**
+ * Reads the procedural fleet models' GLBs in Node: their JSON chunk, and their
+ * triangles in scene space (raw glTF axes, node transforms applied, metres).
+ *
+ * The GLBs use EXT_meshopt_compression and KHR_mesh_quantization, so their
+ * buffers are decoded with the meshoptimizer decoder Cesium itself ships (a
+ * dependency of `@cesium/engine`, resolved through it rather than named as one
+ * of this package's own).
+ */
+import fs from 'node:fs';
+import { createRequire } from 'node:module';
+import { pathToFileURL } from 'node:url';
+
+let decoderPromise = null;
+
+/** The meshoptimizer decoder Cesium decodes these models with. */
+async function meshoptDecoder() {
+  decoderPromise ??= (async () => {
+    const fromHere = createRequire(import.meta.url);
+    const fromCesium = createRequire(fromHere.resolve('cesium/package.json'));
+    const fromEngine = createRequire(
+      fromCesium.resolve('@cesium/engine/package.json'),
+    );
+    const module = await import(
+      pathToFileURL(fromEngine.resolve('meshoptimizer')).href
+    );
+    await module.MeshoptDecoder.ready;
+    return module.MeshoptDecoder;
+  })();
+  return decoderPromise;
+}
+
+/**
+ * A GLB's JSON and binary chunks.
+ * @param {string} file
+ * @returns {{json: object, bin: Uint8Array}}
+ */
+export function readGlb(file) {
+  const bytes = fs.readFileSync(file);
+  if (bytes.readUInt32LE(0) !== 0x46546c67)
+    throw new Error(`${file}: not a GLB`);
+  const jsonLength = bytes.readUInt32LE(12);
+  const json = JSON.parse(bytes.subarray(20, 20 + jsonLength).toString('utf8'));
+  const binStart = 20 + jsonLength;
+  const bin =
+    binStart + 8 <= bytes.length
+      ? new Uint8Array(
+          bytes.buffer,
+          bytes.byteOffset + binStart + 8,
+          bytes.readUInt32LE(binStart),
+        )
+      : new Uint8Array(0);
+  return { json, bin };
+}
+
+/** Column-major node matrix from a glTF node's TRS (or its matrix). */
+function nodeMatrix(node) {
+  if (node.matrix) return node.matrix;
+  const t = node.translation || [0, 0, 0];
+  const [x, y, z, w] = node.rotation || [0, 0, 0, 1];
+  const s = node.scale || [1, 1, 1];
+  return [
+    (1 - 2 * (y * y + z * z)) * s[0],
+    2 * (x * y + z * w) * s[0],
+    2 * (x * z - y * w) * s[0],
+    0,
+    2 * (x * y - z * w) * s[1],
+    (1 - 2 * (x * x + z * z)) * s[1],
+    2 * (y * z + x * w) * s[1],
+    0,
+    2 * (x * z + y * w) * s[2],
+    2 * (y * z - x * w) * s[2],
+    (1 - 2 * (x * x + y * y)) * s[2],
+    0,
+    t[0],
+    t[1],
+    t[2],
+    1,
+  ];
+}
+
+function multiply(a, b) {
+  const out = new Array(16).fill(0);
+  for (let c = 0; c < 4; c++)
+    for (let r = 0; r < 4; r++)
+      for (let k = 0; k < 4; k++) out[c * 4 + r] += a[k * 4 + r] * b[c * 4 + k];
+  return out;
+}
+
+const COMPONENTS = { SCALAR: 1, VEC2: 2, VEC3: 3, VEC4: 4 };
+const READERS = {
+  5120: ['getInt8', 1, 127],
+  5121: ['getUint8', 1, 255],
+  5122: ['getInt16', 2, 32767],
+  5123: ['getUint16', 2, 65535],
+  5125: ['getUint32', 4, 4294967295],
+  5126: ['getFloat32', 4, 1],
+};
+
+/**
+ * Every element of accessor `index`, normalised integers mapped to -1..1 or
+ * 0..1 the way a renderer reads them.
+ */
+function readAccessor(gltf, views, index) {
+  const accessor = gltf.accessors[index];
+  const view = gltf.bufferViews[accessor.bufferView];
+  const bytes = views[accessor.bufferView];
+  const [getter, size, max] = READERS[accessor.componentType];
+  const components = COMPONENTS[accessor.type];
+  const stride = view.byteStride || size * components;
+  const data = new DataView(bytes.buffer, bytes.byteOffset, bytes.byteLength);
+  const out = new Float64Array(accessor.count * components);
+  for (let i = 0; i < accessor.count; i++)
+    for (let c = 0; c < components; c++) {
+      const value = data[getter](
+        (accessor.byteOffset || 0) + i * stride + c * size,
+        true,
+      );
+      out[i * components + c] = accessor.normalized
+        ? Math.max(value / max, -1)
+        : value;
+    }
+  return out;
+}
+
+/** Each buffer view's bytes, meshopt-compressed ones decoded. */
+async function bufferViews(gltf, bin) {
+  const decoder = await meshoptDecoder();
+  return gltf.bufferViews.map((view) => {
+    const meshopt = view.extensions?.EXT_meshopt_compression;
+    if (!meshopt)
+      return bin.subarray(
+        view.byteOffset || 0,
+        (view.byteOffset || 0) + view.byteLength,
+      );
+    const source = bin.subarray(
+      meshopt.byteOffset || 0,
+      (meshopt.byteOffset || 0) + meshopt.byteLength,
+    );
+    const target = new Uint8Array(meshopt.count * meshopt.byteStride);
+    decoder.decodeGltfBuffer(
+      target,
+      meshopt.count,
+      meshopt.byteStride,
+      source,
+      meshopt.mode,
+      meshopt.filter,
+    );
+    return target;
+  });
+}
+
+/**
+ * A fleet model's triangles in scene space: raw glTF axes (X along the body,
+ * nose toward -X; Y up; Z across), node transforms applied, metres.
+ * @param {string} file
+ * @returns {Promise<{verts: number[][], tris: number[][]}>}
+ */
+export async function fleetMesh(file) {
+  const { json: gltf, bin } = readGlb(file);
+  const views = await bufferViews(gltf, bin);
+  const verts = [];
+  const tris = [];
+  const visit = (index, parent) => {
+    const node = gltf.nodes[index];
+    const m = multiply(parent, nodeMatrix(node));
+    if (node.mesh != null) {
+      for (const primitive of gltf.meshes[node.mesh].primitives) {
+        const base = verts.length;
+        const positions = readAccessor(
+          gltf,
+          views,
+          primitive.attributes.POSITION,
+        );
+        for (let i = 0; i < positions.length; i += 3) {
+          const [x, y, z] = [positions[i], positions[i + 1], positions[i + 2]];
+          verts.push([
+            m[0] * x + m[4] * y + m[8] * z + m[12],
+            m[1] * x + m[5] * y + m[9] * z + m[13],
+            m[2] * x + m[6] * y + m[10] * z + m[14],
+          ]);
+        }
+        const indices = readAccessor(gltf, views, primitive.indices);
+        for (let i = 0; i + 2 < indices.length; i += 3)
+          tris.push([
+            base + indices[i],
+            base + indices[i + 1],
+            base + indices[i + 2],
+          ]);
+      }
+    }
+    for (const child of node.children || []) visit(child, m);
+  };
+  const identity = [1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1];
+  for (const root of gltf.scenes[gltf.scene ?? 0].nodes) visit(root, identity);
+  return { verts, tris };
+}
+
+/** Axis-aligned bounds of a vertex list. */
+export function vertexBounds(verts) {
+  const min = [Infinity, Infinity, Infinity];
+  const max = [-Infinity, -Infinity, -Infinity];
+  for (const v of verts)
+    for (let a = 0; a < 3; a++) {
+      if (v[a] < min[a]) min[a] = v[a];
+      if (v[a] > max[a]) max[a] = v[a];
+    }
+  return { min, max };
+}
+
+const dist3 = (a, b) => Math.hypot(a[0] - b[0], a[1] - b[1], a[2] - b[2]);
+
+/** Closest point of triangle abc to p (Ericson, Real-Time Collision Detection). */
+function closestOnTriangle(p, a, b, c) {
+  const sub = (u, v) => [u[0] - v[0], u[1] - v[1], u[2] - v[2]];
+  const dot = (u, v) => u[0] * v[0] + u[1] * v[1] + u[2] * v[2];
+  const ab = sub(b, a);
+  const ac = sub(c, a);
+  const ap = sub(p, a);
+  const d1 = dot(ab, ap);
+  const d2 = dot(ac, ap);
+  if (d1 <= 0 && d2 <= 0) return a;
+  const bp = sub(p, b);
+  const d3 = dot(ab, bp);
+  const d4 = dot(ac, bp);
+  if (d3 >= 0 && d4 <= d3) return b;
+  const vc = d1 * d4 - d3 * d2;
+  if (vc <= 0 && d1 >= 0 && d3 <= 0) {
+    const v = d1 / (d1 - d3);
+    return [a[0] + ab[0] * v, a[1] + ab[1] * v, a[2] + ab[2] * v];
+  }
+  const cp = sub(p, c);
+  const d5 = dot(ab, cp);
+  const d6 = dot(ac, cp);
+  if (d6 >= 0 && d5 <= d6) return c;
+  const vb = d5 * d2 - d1 * d6;
+  if (vb <= 0 && d2 >= 0 && d6 <= 0) {
+    const w = d2 / (d2 - d6);
+    return [a[0] + ac[0] * w, a[1] + ac[1] * w, a[2] + ac[2] * w];
+  }
+  const va = d3 * d6 - d5 * d4;
+  if (va <= 0 && d4 - d3 >= 0 && d5 - d6 >= 0) {
+    const w = (d4 - d3) / (d4 - d3 + (d5 - d6));
+    return [
+      b[0] + (c[0] - b[0]) * w,
+      b[1] + (c[1] - b[1]) * w,
+      b[2] + (c[2] - b[2]) * w,
+    ];
+  }
+  const den = 1 / (va + vb + vc);
+  const v = vb * den;
+  const w = vc * den;
+  return [
+    a[0] + ab[0] * v + ac[0] * w,
+    a[1] + ab[1] * v + ac[1] * w,
+    a[2] + ab[2] * v + ac[2] * w,
+  ];
+}
+
+/** How far a point lies from the nearest triangle of the mesh. */
+export function distanceToSurface(p, verts, tris) {
+  let best = Infinity;
+  for (const [i, j, k] of tris) {
+    const d = dist3(p, closestOnTriangle(p, verts[i], verts[j], verts[k]));
+    if (d < best) best = d;
+  }
+  return best;
+}
+
+/** The segments where the mesh's triangles cross the z = 0 (centreline) plane. */
+export function centrelineSegments(verts, tris) {
+  const segments = [];
+  for (const [i, j, k] of tris) {
+    const t = [verts[i], verts[j], verts[k]];
+    const points = [];
+    for (let e = 0; e < 3; e++) {
+      const a = t[e];
+      const b = t[(e + 1) % 3];
+      if (a[2] === 0) points.push(a);
+      if ((a[2] < 0 && b[2] > 0) || (a[2] > 0 && b[2] < 0)) {
+        const s = a[2] / (a[2] - b[2]);
+        points.push([a[0] + (b[0] - a[0]) * s, a[1] + (b[1] - a[1]) * s, 0]);
+      }
+    }
+    if (points.length >= 2) segments.push([points[0], points[1]]);
+  }
+  return segments;
+}
+
+/** Closest point of the centreline segments to `target`, or null. */
+export function closestCentrelinePoint(target, segments) {
+  let best = null;
+  let bestD = Infinity;
+  for (const [a, b] of segments) {
+    const ab = [b[0] - a[0], b[1] - a[1], b[2] - a[2]];
+    const den = ab[0] * ab[0] + ab[1] * ab[1] + ab[2] * ab[2];
+    let q = a;
+    if (den > 0) {
+      let s =
+        ((target[0] - a[0]) * ab[0] +
+          (target[1] - a[1]) * ab[1] +
+          (target[2] - a[2]) * ab[2]) /
+        den;
+      s = Math.max(0, Math.min(1, s));
+      q = [a[0] + ab[0] * s, a[1] + ab[1] * s, a[2] + ab[2] * s];
+    }
+    const d = dist3(target, q);
+    if (d < bestD) {
+      bestD = d;
+      best = q;
+    }
+  }
+  return best;
+}
+
+/**
+ * The trail attachment point a model's construction gives: the point of its
+ * centreline profile nearest its aft-belly bounding-box corner, in scene
+ * space (raw glTF axes, metres). Null when the centreline crosses no triangle.
+ * @param {{verts: number[][], tris: number[][]}} mesh
+ * @returns {number[]|null}
+ */
+export function measuredTrailAnchor({ verts, tris }) {
+  const { min, max } = vertexBounds(verts);
+  return closestCentrelinePoint(
+    [max[0], min[1], 0],
+    centrelineSegments(verts, tris),
+  );
+}
+
+/** The repository's `public/` directory, where the fleet set is served from. */
+const PUBLIC_DIR = new URL('../../public/', import.meta.url);
+
+/**
+ * A `fetch` that serves the repository's `public/` files from disk, for
+ * loading the fleet model set in Node.
+ * @param {string} url Site path, e.g. `/models/fleet/catalog.json`.
+ * @returns {Promise<{ok: boolean, status: number, json: () => Promise<object>,
+ *   arrayBuffer: () => Promise<ArrayBuffer>}>}
+ */
+export async function fetchPublicFile(url) {
+  const file = new URL(String(url).replace(/^\//, ''), PUBLIC_DIR);
+  let body;
+  try {
+    body = fs.readFileSync(file);
+  } catch {
+    return { ok: false, status: 404 };
+  }
+  return {
+    ok: true,
+    status: 200,
+    json: async () => JSON.parse(body.toString('utf8')),
+    arrayBuffer: async () =>
+      body.buffer.slice(body.byteOffset, body.byteOffset + body.byteLength),
+  };
+}

From fcc44d0eafae6a8770cef78e055b88689ce8d519 Mon Sep 17 00:00:00 2001
From: Sameh Khamis <sameh@halfpixel.ai>
Date: Fri, 13 Nov 2026 00:06:17 -0800
Subject: [PATCH 2/8] feat(flights): aircraft draw life-size fleet models
 chosen by type

Flights, Military Flights and Local ADS-B draw each aircraft with the fleet
model its ICAO type, class or emitter category selects, scaled to the type's
length, built from the up-front loaded bytes. The eight third-party aircraft
models and their attribution are removed; every shipped model is now the
project's own.
---
 DATA_SOURCES.md                         |   4 +-
 LICENSE                                 |   7 +-
 README.md                               |   2 +-
 public/models/README.md                 |  47 +-
 public/models/airplane.glb              | Bin 88144 -> 0 bytes
 public/models/atr72.glb                 | Bin 263948 -> 0 bytes
 public/models/b789.glb                  | Bin 470200 -> 0 bytes
 public/models/bell206.glb               | Bin 320788 -> 0 bytes
 public/models/c172.glb                  | Bin 526088 -> 0 bytes
 public/models/citation2.glb             | Bin 562036 -> 0 bytes
 public/models/jet.glb                   | Bin 270988 -> 0 bytes
 public/models/mq9.glb                   | Bin 542880 -> 0 bytes
 scripts/qa-heading-b3.mjs               |   6 +-
 scripts/qa-sky-model-lighting.mjs       |   2 +-
 scripts/qa-sprites-b5.mjs               |  65 +-
 scripts/track-regression.mjs            |  48 +-
 src/data/aircraftClass.js               |  51 --
 src/data/aircraftClass.test.mjs         |  15 +-
 src/data/aircraftIcons.js               |   4 +-
 src/data/aircraftModelLighting.test.mjs |   9 +-
 src/data/cockpitModels.test.mjs         |   8 +-
 src/data/fleetModelInstances.js         | 415 +++++++++++
 src/data/modelScale.test.mjs            | 908 ++++--------------------
 src/data/modelVisualAnchor.js           |  94 +--
 src/data/trackedModelRegime.test.mjs    |  25 +-
 src/layers/flights/enrichment.js        |   6 +-
 src/layers/flights/lifecycle.js         |  38 +-
 src/layers/flights/modelSpec.js         | 100 +--
 src/layers/flights/motion.js            |   8 +-
 src/layers/flights/policy.js            |  37 +-
 src/layers/flights/queries.js           |   4 +-
 src/layers/flights/rendering.js         |  64 +-
 src/layers/flights/snapshotRenderer.js  |  11 +-
 src/layers/flights/state.js             |  27 +-
 src/layers/localAdsb/index.js           |   3 +
 src/layers/localAdsb/index.test.mjs     |  19 +-
 src/layers/localAdsb/models.js          |  52 +-
 src/layers/military/lifecycle.js        |  38 +-
 src/layers/military/motion.js           |   8 +-
 src/layers/military/policy.js           |  48 +-
 src/layers/military/queries.js          |   4 +-
 src/layers/military/records.js          |   2 +
 src/layers/military/rendering.js        | 124 ++--
 src/layers/military/snapshotRenderer.js |  13 +-
 src/layers/military/state.js            |  25 +-
 45 files changed, 970 insertions(+), 1371 deletions(-)
 delete mode 100644 public/models/airplane.glb
 delete mode 100644 public/models/atr72.glb
 delete mode 100644 public/models/b789.glb
 delete mode 100644 public/models/bell206.glb
 delete mode 100644 public/models/c172.glb
 delete mode 100644 public/models/citation2.glb
 delete mode 100644 public/models/jet.glb
 delete mode 100644 public/models/mq9.glb
 create mode 100644 src/data/fleetModelInstances.js

diff --git a/DATA_SOURCES.md b/DATA_SOURCES.md
index b1f44764c..6290835a2 100644
--- a/DATA_SOURCES.md
+++ b/DATA_SOURCES.md
@@ -1,13 +1,13 @@
 # Data Sources & Attribution
 
-God's Eye View's **code** is [MIT](LICENSE)-licensed. **The MIT grant covers the source code only — it does NOT extend to third-party data or visual assets.** Every third-party source keeps its own license and terms. This file documents the live and bundled data sources; bundled 3D-model provenance is recorded in [`public/models/README.md`](public/models/README.md).
+God's Eye View's **code** is [MIT](LICENSE)-licensed. **The MIT grant covers the source code only — it does NOT extend to third-party data or visual assets.** Every third-party source keeps its own license and terms. This file documents the live and bundled data sources. The bundled 3D models are the project's own procedural fleet models, MIT-licensed with the code ([`public/models/README.md`](public/models/README.md)).
 
 How to read this:
 
 - **The non-permissive datasets are carved out, not omitted.** Some bundled data (e.g. TeleGeography, CC BY-NC-SA) isn't MIT-compatible. Rather than hide it, we **bundle it with a clear license carve-out** so the app works out of the box — but it stays under the provider's terms.
 - **If your use doesn't fit a dataset's license, remove that dataset.** Most importantly: TeleGeography is **NonCommercial** — commercial users must delete it (or license it from TeleGeography). It's one self-contained folder.
 - **Attribution is shown in-app** and listed here. Keep it intact. The required Google/Cesium credit renders on the on-globe credit line (bottom-left, `#cesium-credits`), and every per-layer credit below is registered into the expandable **"Data attribution"** lightbox on that line (`src/data/dataCredits.js` → `viewer.creditDisplay.addStaticCredit`). Both stay visible in clean-view and recording modes.
-- **Bundled model attribution lives beside the model files.** [`public/models/README.md`](public/models/README.md) records each shipped model's creator, source, license, and modification status.
+- **The bundled 3D models are the project's own.** Every model under `public/models/` is a procedural fleet model generated by the project maintainers and covered by the repository's MIT license; [`public/models/README.md`](public/models/README.md) describes the set.
 
 ---
 
diff --git a/LICENSE b/LICENSE
index 4f01699a2..86483f2d6 100644
--- a/LICENSE
+++ b/LICENSE
@@ -56,7 +56,6 @@ In short: the MIT grant does not extend to any third-party data. See
 DATA_SOURCES.md for the full per-source license + attribution summary, and
 remove any dataset whose terms don't fit your use.
 
-The 3D models under public/models/ are also third-party works and are NOT
-licensed under MIT. They remain under their individual licenses. See
-public/models/README.md for the author, source, license, modification notice,
-and attribution covering each model file.
+The 3D models under public/models/ are the project's procedural fleet
+models, generated from code by the project maintainers, and are covered by
+the MIT license above like the source code. See public/models/README.md.
diff --git a/README.md b/README.md
index 74479d046..cbb99d124 100644
--- a/README.md
+++ b/README.md
@@ -60,7 +60,7 @@ Start with the included data sources, then add your own. Each layer is a separat
 - **📡 Contacts:** A 250 km roster of everything near your target — step through live aircraft and drop into any cockpit.
 - **🎯 Click-to-track anything:** Camera locks on, draws a fading trail, surfaces full metadata — and a tracked fire or vessel hands you off to the nearest live camera in one click.
 - **🖊️ Voice whiteboard:** Speak annotations onto the world — real boundary polygons, marks, and routes.
-- **🛫 3D hangar:** Real per-class aircraft models — 787, ATR-72, Citation, Bell 206, MQ-9 — and a tracked contact swaps from glyph to 3D model as you close in.
+- **🛫 3D fleet:** 121 procedural models drawn life size by type — airliners, business jets, helicopters, drones, ships, buses, trams and trains — and every contact swaps from glyph to 3D model as you close in.
 - **🎨 Reskin reality:** GLSL sensor looks over the normal globe — CRT, NVG, FLIR/thermal, Noir.
 - **🟩 Detection overlay:** Screen-space bounding boxes and IDs on everything in view.
 - **🎖️ Military HUD:** Tactical heads-up display with intelligence-style telemetry.
diff --git a/public/models/README.md b/public/models/README.md
index aa7f40fbd..3375af3b6 100644
--- a/public/models/README.md
+++ b/public/models/README.md
@@ -1,20 +1,33 @@
-# Bundled 3D Model Attribution
+# Bundled 3D Models
 
-The model files in this directory are third-party visual assets. They are not
-covered by the repository's MIT source-code license; each remains available
-under the license listed below.
+Every 3D model shipped in this directory is one of the project's procedural
+fleet models under [`fleet/`](fleet/): aircraft, helicopters, ships, buoys,
+transit and rail vehicles, and a few other airborne and ground objects. They
+are generated from code by the project maintainers, contain no third-party
+artwork, and are covered by the repository's [MIT license](../../LICENSE)
+like the source code.
 
-| File | Original work and creator | Source | License | Project modifications |
-|---|---|---|---|---|
-| `airplane.glb` | “boeing 747” by [zairiq-123](https://sketchfab.com/zairiq-123) | [Sketchfab model](https://sketchfab.com/3d-models/boeing-747-9b16672038ba48f98e6d80a159044ed9) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | Substantially modified and optimized for God's Eye View, including geometry/material simplification and coordinate/orientation preparation. The former 24× runtime calibration is baked into the mesh; location, rotation, and scale are applied; the bounding-box centre is at the origin; and the model uses glTF +Y-up with its nose toward local −X. Geometry remains uncompressed so the aircraft asset does not compete with photogrammetry for Draco worker capacity. |
-| `jet.glb` | “Private Jet” by [Nick the Name](https://sketchfab.com/Nick_The_Name) | [Sketchfab model](https://sketchfab.com/3d-models/private-jet-cbdd1de6ced9461e950eafaa302cc82b) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | Repackaged as a glTF binary for the project's military-flight visualization. Imported hierarchy transforms are baked into the meshes; location, rotation, and scale are applied; the bounding-box centre is at the origin; and the model uses meter scale, glTF +Y-up, and the shared nose −X convention. Existing materials are preserved. |
-| `bell206.glb` | “Bell 206 JetRanger” by [terran4627](https://sketchfab.com/terran4627) | [Sketchfab model](https://sketchfab.com/3d-models/bell-206-jetranger-d2f7ba1d671549d4b26aaf834139a1dd) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | Optimized for God's Eye View: geometry/material simplification, textures resized to 256 px WebP, orientation/scale vertex-baked to real-world meters (Y-up, nose −X), origin centered. |
-| `c172.glb` | “Cessna 172” by [e737](https://sketchfab.com/e0057537) | [Sketchfab model](https://sketchfab.com/3d-models/cessna-172-64cddaee5aff470682659a8c08525046) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | Optimized for God's Eye View: geometry/material simplification, textures resized to 256 px WebP, orientation/scale vertex-baked to real-world meters (Y-up, nose −X), origin centered. |
-| `citation2.glb` | “1990 Cessna Citation, Texture Detailed, Exterior” by [BlenderCommunityHead](https://sketchfab.com/aboodgoudagad) | [Sketchfab model](https://sketchfab.com/3d-models/1990-cessna-citation-texture-detailed-exterior-a78839624fe64900a8352cb23462350a) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | Optimized for God's Eye View: geometry/material simplification, textures resized to 256 px WebP, orientation/scale vertex-baked to real-world meters (Y-up, nose −X), origin centered. |
-| `mq9.glb` | “MQ-9” by [IProZenoN](https://sketchfab.com/IProZenoN) | [Sketchfab model](https://sketchfab.com/3d-models/mq-9-fabe963feb354c5584b51f9c470c3f7e) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | Optimized for God's Eye View: geometry/material simplification, textures resized to 256 px WebP, orientation/scale vertex-baked to real-world meters (Y-up, nose −X), origin centered. |
-| `b789.glb` | “Boeing 787-9” by [Nobilis 2](https://sketchfab.com/nobilishornet2) | [Sketchfab model](https://sketchfab.com/3d-models/boeing-787-9-b6711e2e698e4e469675c1154a50b7a3) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | Optimized for God's Eye View: geometry/material simplification, textures resized to 256 px WebP, orientation/scale vertex-baked to real-world meters (Y-up, nose −X), origin centered. |
-| `atr72.glb` | “ATR 72 - 600” by [Oyan3D](https://sketchfab.com/oyan3D) | [Sketchfab model](https://sketchfab.com/3d-models/atr-72-600-1e1a7186f7444d288675262fcee44744) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | Optimized for God's Eye View: geometry/material simplification, textures removed with dominant material colors baked into PBR factors (flat “abstracted” style), orientation/scale vertex-baked to real-world meters (Y-up, nose −X), origin centered. |
+| Path | What it holds |
+|---|---|
+| `fleet/catalog.json` | Every model by name: its file, category, built length, beam and bounds (metres, glTF axes, Z up, nose toward −X), the clearance below its origin, and its 2D icon class. |
+| `fleet/types.json` | Which model draws which vehicle, and at what length: ICAO aircraft and helicopter type codes, ADS-B emitter categories, AIS ship-type and length ranges, GTFS route types, transit modes and rail categories, with the defaults. |
+| `fleet/aircraft/`, `fleet/helicopters/`, `fleet/ships/`, `fleet/buoys/`, `fleet/transit/`, `fleet/other/` | The models, one GLB each (EXT_meshopt_compression and KHR_mesh_quantization, vertex colours, no textures). |
 
-CC BY 4.0 permits sharing and adaptation, including commercial use, provided
-appropriate credit is retained, the license is linked, and modifications are
-identified. These credits do not imply endorsement by the original creators.
+How the layers use them:
+
+- Each layer draws a vehicle with the model its type selects, scaled to the
+  type's published length (a vessel to its reported AIS length and beam), so
+  every model is drawn life size. Ground objects, balloons and obstacles in
+  the `other` category are drawn at the size they are built.
+- An aircraft model's origin is its axis; it stands that model's scaled
+  clearance above the ground. A ship's origin is its waterline, and a transit
+  or rail vehicle's the road or rail top (a monorail or gondola is raised by
+  its `transit.elevation` entry).
+- Transit and rail models carry a `_TINT` vertex attribute that marks where
+  the route or category colour is painted.
+- The whole set loads once, up front, when a layer that draws it starts; no
+  model is fetched while a session runs.
+
+`src/data/fleetModels.js` reads the set and chooses each vehicle's model;
+`src/data/fleetModels.test.mjs` checks that every model `types.json` names is
+in the catalog and on disk, and that no GLB exceeds 3 MB.
diff --git a/public/models/airplane.glb b/public/models/airplane.glb
deleted file mode 100644
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diff --git a/public/models/bell206.glb b/public/models/bell206.glb
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diff --git a/public/models/c172.glb b/public/models/c172.glb
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index 3c5155433681962633e450a6f4eeea9b5522b904..0000000000000000000000000000000000000000
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diff --git a/scripts/qa-heading-b3.mjs b/scripts/qa-heading-b3.mjs
index fb33654b1..b9151bbbd 100644
--- a/scripts/qa-heading-b3.mjs
+++ b/scripts/qa-heading-b3.mjs
@@ -40,7 +40,7 @@
  *                       the DISPLAYED (render-delayed) time within 35° — catches
  *                       sign/offset inversion in the whole chain (chord lags the
  *                       tangent by ≤ half a segment ≈ 22.5°)
- *   Both layers: flights (airplane.glb, offset 180°) then military (jet.glb,
+ *   Both layers: flights (fleet models, offset 180°) then military (fleet models,
  *   normalized nose -X, offset 180°).
  *
  *   VISUAL — with the turning flights plane tracked in 3D, capture screenshots
@@ -721,7 +721,7 @@ async function main() {
     // ========================================================================
     // Phase 1 — FLIGHTS layer: track TRN001, sample displayed course 30 s
     // ========================================================================
-    console.log('\nPhase 1 — flights layer (airplane.glb, heading offset 180°)');
+    console.log('\nPhase 1 — flights layer (fleet models, heading offset 180°)');
     await page.evaluate((icao) => {
       window.__godsEyeView.dataManager.layers.get('flights').module.trackById(icao);
     }, TURN.flights[0].icao);
@@ -807,7 +807,7 @@ async function main() {
     // ========================================================================
     // Phase 2 — MILITARY layer: track TRNMIL1 (flights layer auto-clears)
     // ========================================================================
-    console.log('\nPhase 2 — military layer (jet.glb, heading offset 180°)');
+    console.log('\nPhase 2 — military layer (fleet models, heading offset 180°)');
     await page.evaluate((hex) => {
       window.__godsEyeView.dataManager.layers.get('military').module.trackById(hex);
     }, TURN.military[0].hex);
diff --git a/scripts/qa-sky-model-lighting.mjs b/scripts/qa-sky-model-lighting.mjs
index 2f401506b..206d19d78 100644
--- a/scripts/qa-sky-model-lighting.mjs
+++ b/scripts/qa-sky-model-lighting.mjs
@@ -75,7 +75,7 @@ try {
         }
         const position = C.Cartesian3.fromDegrees(0, 0, 10000);
         const model = await C.Model.fromGltfAsync({
-          url: '/models/airplane.glb',
+          url: '/models/fleet/aircraft/a320.glb',
           modelMatrix: C.Transforms.eastNorthUpToFixedFrame(position),
         });
         scene.primitives.add(model);
diff --git a/scripts/qa-sprites-b5.mjs b/scripts/qa-sprites-b5.mjs
index 7e5b824c0..190a0c651 100644
--- a/scripts/qa-sprites-b5.mjs
+++ b/scripts/qa-sprites-b5.mjs
@@ -15,9 +15,9 @@
  *                   per-class glyph (image data-URI === aircraftIcon(klass),
  *                   imported from src) and per-class scale (flights:
  *                   CLASS_SCALE_2D; military: 0.7 × CLASS_SCALE_2D)
- *   B3 models     : with 3D on, fleet Cesium.Model.scale === the layer's
- *                   MODEL_SCALE (both 1; legacy scale is baked into the GLB)
- *                   × CLASS_SCALE_3D[klass] per icao; tracked too
+ *   B3 models     : with 3D on, fleet Cesium.Model.scale === the life-size
+ *                   scale of the fleet model the aircraft's type or category
+ *                   selects (aircraftModelSpec) per icao; tracked too
  *   B4 clean      : no console errors
  *
  * Visual output (qa-shots/b5/, untracked): top-down 2D spreads of both rows,
@@ -33,15 +33,18 @@ import fs from 'node:fs';
 import path from 'node:path';
 import puppeteer from 'puppeteer';
 import { stubPlanespotters } from './qa-photo-stub.mjs';
-import { classifyAircraft, CLASS_SCALE_2D, CLASS_SCALE_3D, CLASS_MODEL_REAL } from '../src/data/aircraftClass.js';
-// Hangar fleet (2026-08-16): real per-class GLBs render at scale 1; military
-// heavies (airliner/quadjet/glider) render airplane.glb at 1 x class; only
-// fastjet/unknown keep the per-layer jet/airplane MODEL_SCALE formula.
-const flightsWantScale = (klass) => (CLASS_MODEL_REAL[klass] ? 1 : FL_MODEL_SCALE * CLASS_SCALE_3D[klass]);
-const MIL_PLANE_CLASSES = new Set(['airliner', 'quadjet', 'glider']);
-const militaryWantScale = (klass) => (CLASS_MODEL_REAL[klass] ? 1
-  : MIL_PLANE_CLASSES.has(klass) ? MIL_PLANE_MODEL_SCALE * CLASS_SCALE_3D[klass]
-    : MIL_MODEL_SCALE * CLASS_SCALE_3D[klass]);
+import { classifyAircraft, CLASS_SCALE_2D } from '../src/data/aircraftClass.js';
+import { aircraftModelSpec } from '../src/data/fleetModels.js';
+// Every aircraft draws its fleet model life size: its type's length over the
+// model's built length, chosen by type code (military) or category (flights).
+const FLEET_SET = Object.freeze({
+  catalog: JSON.parse(fs.readFileSync(new URL('../public/models/fleet/catalog.json', import.meta.url), 'utf8')),
+  types: JSON.parse(fs.readFileSync(new URL('../public/models/fleet/types.json', import.meta.url), 'utf8')),
+});
+const flightsWantScale = (icao) =>
+  aircraftModelSpec(FLEET_SET, { category: SPRITES.flights.find((p) => p.icao === icao)?.category }).scale;
+const militaryWantScale = (hex) =>
+  aircraftModelSpec(FLEET_SET, { typeCode: SPRITES.military.find((p) => p.hex === hex)?.t }).scale;
 import { aircraftIcon } from '../src/data/aircraftIcons.js';
 
 // ---------------------------------------------------------------------------
@@ -58,9 +61,6 @@ const APP_URL = getOpt('--url', 'http://localhost:4173');
 const HEADFUL = getFlag('--headful');
 const SHOT_DIR = path.resolve('qa-shots/b5');
 
-const FL_MODEL_SCALE = 1;         // flights.js (airplane.glb is transform-applied and meter-scale)
-const MIL_PLANE_MODEL_SCALE = 1;  // military heavy classes share the same baked airplane.glb
-const MIL_MODEL_SCALE = 1;        // militaryFlights.js (jet.glb is already real-world scale, native radius ~29.8 m)
 const MIL_BILLBOARD_SCALE = 0.7;  // militaryFlights BILLBOARD_SCALE
 
 const CHROME_EXECUTABLE_CANDIDATES = [
@@ -134,10 +134,9 @@ const SPRITES = {
     // course 0 like the rest — keeps the row a clean size-comparison line (2D
     // rotation is demoed by caa004 and gated by qa-heading-b3 anyway).
     { hex: 'dda008', flight: 'ML-FJ',   t: 'F16',  lon0: ROW_LON0 + 7 * ROW_STEP_DEG, lat0: 30.28, courseDeg: 0, speedMps: 80, altFt: 15000 },
-    // 3D cluster: C17 vs F16 (tracked) vs B744 vs C130. jet.glb is a
-    // real-world-scale asset (native bounding radius ~29.8) rendered at
-    // MODEL_SCALE 1, so models are ~22–43 m radius — same 150 m spacing and
-    // 450–900 m shot ranges as the flights cluster.
+    // 3D cluster: C17 vs F16 (tracked) vs B744 vs C130, each drawn life size
+    // (~8–36 m radius) — same 150 m spacing and 450–900 m shot ranges as the
+    // flights cluster.
     { hex: 'ddb001', flight: '3DMWID', t: 'C17',  lon0: CLUSTER_LON0 - mDegLon(150, 30.05), lat0: 30.05, courseDeg: 0, speedMps: 60, altFt: 12000 },
     { hex: 'ddb002', flight: '3DMFJ',  t: 'F16',  lon0: CLUSTER_LON0, lat0: 30.05, courseDeg: 0, speedMps: 60, altFt: 12000 },
     { hex: 'ddb003', flight: '3DMQUA', t: 'B744', lon0: CLUSTER_LON0 + mDegLon(150, 30.05), lat0: 30.05, courseDeg: 0, speedMps: 60, altFt: 12000 },
@@ -464,7 +463,7 @@ async function main() {
     // ========================================================================
     // B3 + 3D screenshots — flights cluster
     // ========================================================================
-    console.log('\n3D — flights cluster (airplane.glb, per-class scale)');
+    console.log('\n3D — flights cluster (fleet models, life size)');
     await page.evaluate(() => {
       const dm = window.__godsEyeView.dataManager;
       dm.layers.get('flights').module.setParams({ models3d: true });
@@ -481,20 +480,20 @@ async function main() {
       const flModels = await page.evaluate(() => window.__collectModels().filter((m) => m.ready));
       const modelScaleBad = [];
       for (const [id, want] of [
-        ['cbb001', flightsWantScale(expectedFlights.get('cbb001'))],
-        ['cbb003', flightsWantScale(expectedFlights.get('cbb003'))],
+        ['cbb001', flightsWantScale('cbb001')],
+        ['cbb003', flightsWantScale('cbb003')],
       ]) {
         const m = flModels.find((x) => x.id === id);
         if (!m || Math.abs(m.scale - want) > 1e-9) modelScaleBad.push(`${id}: ${m ? m.scale : 'missing'} != ${want}`);
       }
       const trackedM = flModels.find((x) => x.id === 'cbb002');
-      const trackedWant = flightsWantScale(expectedFlights.get('cbb002'));
+      const trackedWant = flightsWantScale('cbb002');
       if (!trackedM || Math.abs(trackedM.scale - trackedWant) > 1e-9) {
         modelScaleBad.push(`tracked: ${trackedM ? trackedM.scale : 'missing'} != ${trackedWant}`);
       }
-      record('B3a flights: model scales match the per-class registry (all GLBs meter-scale; shared @1×class)',
+      record('B3a flights: model scales match each type's life-size fleet model',
         modelScaleBad.length === 0,
-        modelScaleBad.length ? modelScaleBad.join(' ') : 'all exact per registry');
+        modelScaleBad.length ? modelScaleBad.join(' ') : 'all exact');
       console.log(`  world bounding radii (m): ${flModels.filter((m) => m.scale !== undefined).map((m) => `${m.id ?? 'tracked'}=${m.radius?.toFixed(1)}`).join(' ')}`);
 
       await sleep(1500);
@@ -509,7 +508,7 @@ async function main() {
     // ========================================================================
     // B3 + 3D screenshots — military cluster
     // ========================================================================
-    console.log('\n3D — military cluster (jet.glb, per-class scale)');
+    console.log('\n3D — military cluster (fleet models, life size)');
     await page.evaluate(() => {
       const dm = window.__godsEyeView.dataManager;
       dm.layers.get('military').module.setParams({ models3d: true });
@@ -526,25 +525,25 @@ async function main() {
       const milModels = await page.evaluate(() => window.__collectModels().filter((m) => m.ready));
       const modelScaleBad = [];
       for (const [id, want] of [
-        ['ddb001', militaryWantScale(expectedMilitary.get('ddb001'))],
-        ['ddb003', militaryWantScale(expectedMilitary.get('ddb003'))],
-        ['ddb004', militaryWantScale(expectedMilitary.get('ddb004'))],
+        ['ddb001', militaryWantScale('ddb001')],
+        ['ddb003', militaryWantScale('ddb003')],
+        ['ddb004', militaryWantScale('ddb004')],
       ]) {
         const m = milModels.find((x) => x.id === id);
         if (!m || Math.abs(m.scale - want) > 1e-9) modelScaleBad.push(`${id}: ${m ? m.scale : 'missing'} != ${want}`);
       }
       const trackedM = milModels.find((x) => x.id === 'ddb002');
-      const trackedWant = militaryWantScale(expectedMilitary.get('ddb002'));
+      const trackedWant = militaryWantScale('ddb002');
       if (!trackedM || Math.abs(trackedM.scale - trackedWant) > 1e-9) {
         modelScaleBad.push(`tracked: ${trackedM ? trackedM.scale : 'missing'} != ${trackedWant}`);
       }
-      record('B3b military: model scales match the weight-class registry (real/heavy/jet assets @1×class)',
+      record('B3b military: model scales match each type's life-size fleet model',
         modelScaleBad.length === 0,
-        modelScaleBad.length ? modelScaleBad.join(' ') : 'all exact per registry');
+        modelScaleBad.length ? modelScaleBad.join(' ') : 'all exact');
       console.log(`  world bounding radii (m): ${milModels.filter((m) => m.scale !== undefined).map((m) => `${m.id ?? 'tracked'}=${m.radius?.toFixed(1)}`).join(' ')}`);
 
       await sleep(1500);
-      // jet.glb at MODEL_SCALE 1 is real-world size — same shot ranges as the
+      // Fleet models are drawn life size — same shot ranges as the
       // flights cluster (close zoom no longer puts the camera inside a model).
       await zoomToRange(900);
       await page.screenshot({ path: path.join(SHOT_DIR, 'b5-3d-military-far.png') });
diff --git a/scripts/track-regression.mjs b/scripts/track-regression.mjs
index f87250430..10d3e3979 100644
--- a/scripts/track-regression.mjs
+++ b/scripts/track-regression.mjs
@@ -97,9 +97,15 @@ import fs from 'node:fs';
 import puppeteer from 'puppeteer';
 import { respondToPlanespotters } from './qa-photo-stub.mjs';
 import { arrivalAngleViolated, arrivalRotationPassed } from '../src/tooling/trackArrivalObservation.mjs';
-import { classifyAircraft, CLASS_SCALE_3D, CLASS_MODEL_REAL } from '../src/data/aircraftClass.js';
+import { aircraftModelSpec } from '../src/data/fleetModels.js';
 import { ensureGeoidReady, geoidHeight } from '../src/data/geoid.js';
 
+/** The fleet model set the aircraft layers draw from, read from disk. */
+const FLEET_SET = Object.freeze({
+  catalog: JSON.parse(fs.readFileSync(new URL('../public/models/fleet/catalog.json', import.meta.url), 'utf8')),
+  types: JSON.parse(fs.readFileSync(new URL('../public/models/fleet/types.json', import.meta.url), 'utf8')),
+});
+
 // ---------------------------------------------------------------------------
 // Args
 // ---------------------------------------------------------------------------
@@ -547,13 +553,13 @@ async function main() {
 
     // Independent GLB capability control. Product model absence cannot prove
     // that the browser backend is incapable: that is the condition this
-    // harness is meant to catch. Load the already-approved airplane asset
+    // harness is meant to catch. Load one of the shipped fleet models
     // directly through Cesium, outside the Flights/Military model pipelines,
     // then remove the control before exercising product behavior.
     const glbControlStarted = await evalPage(async () => {
       window.__qaGlbControl = null;
       window.__qaGlbControlError = null;
-      const asset = await fetch('/models/airplane.glb');
+      const asset = await fetch('/models/fleet/aircraft/a320.glb');
       const assetBytes = asset.ok ? (await asset.arrayBuffer()).byteLength : 0;
       if (!asset.ok || assetBytes === 0) {
         throw new Error(`GLB control asset unavailable: HTTP ${asset.status}`);
@@ -564,7 +570,7 @@ async function main() {
         Cesium.Cartesian3.fromDegrees(-97.7431, 30.2672, 9000),
       );
       void Cesium.Model.fromGltfAsync({
-        url: '/models/airplane.glb',
+        url: '/models/fleet/aircraft/a320.glb',
         modelMatrix,
         scale: 1,
       }).then((model) => {
@@ -1454,8 +1460,8 @@ async function main() {
       }, trackedIcao);
       console.log('  (3D model did not render under SwiftShader; testing the shared display-position contract directly)');
     } else {
-      // Full check: independently transform airplane.glb's measured AABB centre
-      // through the actual 3D model matrix, then compare it with detection.
+      // Full check: independently transform the fleet model's visual centre
+      // (its origin) through the actual 3D model matrix, then compare it with detection.
       // glTF [x,y,z] → Cesium-local [x,-z,y]. The effective rendered
       // computedScale is separate from modelMatrix and includes any
       // minimumPixelSize enlargement, so include it just as the renderer does.
@@ -1469,7 +1475,7 @@ async function main() {
         const scale = Number.isFinite(model.computedScale)
           ? model.computedScale
           : (Number.isFinite(model.scale) ? model.scale : 1);
-        // airplane.glb is now bounding-box centred with transforms applied.
+        // Fleet models are drawn about their origin, transforms applied.
         const x = 0 * scale;
         const y = 0 * scale;
         const z = 0 * scale;
@@ -2229,18 +2235,12 @@ async function main() {
     // ============================================================
     console.log('\nGround 3D — grounded planes are model-eligible + snapped to the sampled skin');
     const GROUND3D_STUB_H = 187.5; // stubbed tile-skin height (m, ellipsoid)
-    // Expected belly offsets (m): native origin-above-lowest-vertex × MODEL_SCALE
-    // × CLASS_SCALE_3D[klass] — constants match the layers' MODEL_BELLY_OFFSET_NATIVE
-    // / MODEL_SCALE pairs, which modelScale.test.mjs locks against the GLBs.
-    // Class is computed with the REAL classifier on the synthetic feed fields.
-    const g3dFlKlass = classifyAircraft({ typeCode: null, category: null });
-    const g3dMilKlass = classifyAircraft({ typeCode: 'C130', category: undefined });
-    const g3dFlOffset = 6.719 * 1 * (CLASS_SCALE_3D[g3dFlKlass] || 1); // airplane.glb, flights
-    // Hangar fleet (2026-08-16): military C130 → turboprop → the real atr72.glb,
-    // whose belly offset is the registry's measured bellyM (meters, scale 1) —
-    // NOT the jet.glb 5.631 × class formula. Pinned by modelScale.test.mjs.
-    const g3dMilOffset = CLASS_MODEL_REAL[g3dMilKlass]?.bellyM
-      ?? 5.631 * 1 * (CLASS_SCALE_3D[g3dMilKlass] || 1); // jet.glb fallback classes
+    // Expected belly offsets (m): the fleet model's wheel clearance at its
+    // life-size scale, the model chosen as the layers choose it
+    // (aircraftModelSpec) from the synthetic feed's fields: no type for the
+    // flights contact (the default airliner), a C130 for the military one.
+    const g3dFlOffset = aircraftModelSpec(FLEET_SET, { typeCode: null }).clearanceM;
+    const g3dMilOffset = aircraftModelSpec(FLEET_SET, { typeCode: 'C130' }).clearanceM;
     // Height-datum fix (Task 6): the flights-layer billboard for a grounded synthetic
     // (no geo_altitude in this stub feed, no warm terrain-height cache in a headless
     // run) now renders at baroM + geoidHeight(lat, lon) rather than the raw baro
@@ -2509,10 +2509,10 @@ async function main() {
         const flDelta = g3dState.flModelRadius - g3dIngest.flBBRadius;
         const milDelta = g3dState.milModelRadius - g3dIngest.milBBRadius;
         const HEIGHT_TOL_M = 1.0;
-        record(`ground-3d: flights model height = sampled skin + belly offset (${g3dFlKlass})`,
+        record(`ground-3d: flights model height = sampled skin + belly offset (default airliner)`,
           Math.abs(flDelta - flWantDelta) <= HEIGHT_TOL_M,
           `Δradial=${flDelta.toFixed(2)} m want=${flWantDelta.toFixed(2)} m (stub ${GROUND3D_STUB_H} + offset ${g3dFlOffset.toFixed(2)} − alt ${(150 + g3dFlGeoidN).toFixed(2)} [150 baro + ${g3dFlGeoidN.toFixed(2)} geoidN])`);
-        record(`ground-3d: military model height = sampled skin + belly offset (${g3dMilKlass})`,
+        record(`ground-3d: military model height = sampled skin + belly offset (C130)`,
           Math.abs(milDelta - milWantDelta) <= HEIGHT_TOL_M,
           `Δradial=${milDelta.toFixed(2)} m want=${milWantDelta.toFixed(2)} m (stub ${GROUND3D_STUB_H} + offset ${g3dMilOffset.toFixed(2)} − alt 0)`);
         record('ground-3d: billboard→model handoff holds on the ground (icons hidden once models render)',
@@ -2712,7 +2712,7 @@ async function main() {
             const scale = Number.isFinite(m.computedScale)
               ? m.computedScale
               : (Number.isFinite(m.scale) ? m.scale : 1);
-            // airplane.glb is now bounding-box centred with transforms applied.
+            // Fleet models are drawn about their origin, transforms applied.
             const x = 0 * scale;
             const y = 0 * scale;
             const z = 0 * scale;
@@ -3722,8 +3722,8 @@ async function main() {
 
       // WARM ground, camera IN: the placement. The model is not merely visible,
       // it is standing ON the floor — within one class belly offset above it,
-      // never under it. MAX_BELLY_M clears the largest offset any class adds
-      // (widebody b789, 7.81 m in CLASS_MODEL_REAL); the floor itself is the
+      // never under it. MAX_BELLY_M clears the largest wheel clearance any
+      // fleet aircraft stands on at life size; the floor itself is the
       // hard lower bound, and a model placed at the raw feed altitude is ~240 m
       // under it.
       const MAX_BELLY_M = 12;
diff --git a/src/data/aircraftClass.js b/src/data/aircraftClass.js
index 1be15e84c..4b719b3ec 100644
--- a/src/data/aircraftClass.js
+++ b/src/data/aircraftClass.js
@@ -467,54 +467,3 @@ export const CLASS_SCALE_2D = {
   bizjet: 0.72,
   uav: 0.75,
 };
-
-/** 3D model scale multipliers — clamped [0.75, 1.45] while every class shares
- *  the single airplane.glb (a jet mesh at C172 scale reads wrong). Widen when
- *  real per-class models land in CLASS_MODEL_URL. */
-export const CLASS_SCALE_3D = {
-  light: 0.75,
-  glider: 0.75,
-  turboprop: 0.85,
-  airliner: 1.0,
-  widebody: 1.3,
-  quadjet: 1.45,
-  helicopter: 0.8,
-  fastjet: 0.8,
-  bizjet: 0.8,
-  uav: 0.8,
-};
-
-/** Per-class glTF — all the shared airplane today; drop real assets in here.
- *  NOTE for future models: each asset may need its own heading offset (the
- *  shared GLB uses MODEL_HEADING_OFFSET_DEG = 180 in both layers). */
-export const CLASS_MODEL_URL = {
-  light: '/models/airplane.glb',
-  glider: '/models/airplane.glb',
-  turboprop: '/models/airplane.glb',
-  airliner: '/models/airplane.glb',
-  widebody: '/models/airplane.glb',
-  quadjet: '/models/airplane.glb',
-  helicopter: '/models/airplane.glb',
-  fastjet: '/models/airplane.glb',
-  bizjet: '/models/airplane.glb',
-  uav: '/models/airplane.glb',
-};
-
-/** Real per-class GLBs (2026-08-15 Hangar fleet, owner picks; CC-BY 4.0 —
- *  provenance in public/models/README.md). Every asset is vertex-baked to the
- *  airplane.glb convention: Y-up, X = length, Z = span, nose −X (so the layers'
- *  MODEL_HEADING_OFFSET_DEG = 180 applies unchanged), origin at bbox centre,
- *  REAL-WORLD METERS (render at scale 1 — no MODEL_SCALE, no CLASS_SCALE_3D).
- *  bellyM = origin→lowest-vertex distance (grounded-model lift, replaces the
- *  airplane.glb MODEL_BELLY_OFFSET_NATIVE formula); radiusM = bounding-sphere
- *  radius in meters (pixel-size math). Values measured from the shipped GLBs —
- *  pinned by modelScale.test.mjs. Classes NOT listed (airliner, quadjet,
- *  glider, fastjet) still render the shared airplane.glb via CLASS_MODEL_URL. */
-export const CLASS_MODEL_REAL = {
-  helicopter: { url: '/models/bell206.glb', bellyM: 1.66, radiusM: 8.24 },
-  light: { url: '/models/c172.glb', bellyM: 1.36, radiusM: 7.0 },
-  bizjet: { url: '/models/citation2.glb', bellyM: 2.86, radiusM: 11.24 },
-  uav: { url: '/models/mq9.glb', bellyM: 2.02, radiusM: 12.0 },
-  widebody: { url: '/models/b789.glb', bellyM: 7.81, radiusM: 44.08 },
-  turboprop: { url: '/models/atr72.glb', bellyM: 3.81, radiusM: 19.49 },
-};
diff --git a/src/data/aircraftClass.test.mjs b/src/data/aircraftClass.test.mjs
index c1676a279..84b7394c2 100644
--- a/src/data/aircraftClass.test.mjs
+++ b/src/data/aircraftClass.test.mjs
@@ -1,7 +1,7 @@
 // src/data/aircraftClass.test.mjs
 import { test } from 'node:test';
 import assert from 'node:assert/strict';
-import { classifyAircraft, CLASS_SCALE_2D, CLASS_SCALE_3D, CLASS_MODEL_URL, CLASS_MODEL_REAL } from './aircraftClass.js';
+import { classifyAircraft, CLASS_SCALE_2D } from './aircraftClass.js';
 
 test('type-code classification (military layer path)', () => {
   assert.equal(classifyAircraft({ typeCode: 'F16' }), 'fastjet');
@@ -48,19 +48,8 @@ test('typeCode outranks category; unknown → airliner', () => {
   assert.equal(classifyAircraft({ typeCode: null, category: 0 }), 'airliner');
 });
 
-test('scale/url tables cover every class', () => {
+test('the icon scale table covers every class', () => {
   for (const kind of ['light','glider','turboprop','airliner','widebody','quadjet','helicopter','fastjet','bizjet','uav']) {
     assert.ok(Number.isFinite(CLASS_SCALE_2D[kind]), kind);
-    assert.ok(CLASS_SCALE_3D[kind] >= 0.75 && CLASS_SCALE_3D[kind] <= 1.45, kind);
-    assert.ok(typeof CLASS_MODEL_URL[kind] === 'string', kind);
-  }
-});
-
-test('CLASS_MODEL_REAL entries carry the fields the layers consume', () => {
-  for (const [kind, spec] of Object.entries(CLASS_MODEL_REAL)) {
-    assert.ok(spec.url.startsWith('/models/') && spec.url.endsWith('.glb'), kind);
-    assert.ok(spec.radiusM > 0 && spec.bellyM > 0, kind);
-    // every real-model class must also exist in the classifier tables
-    assert.ok(Number.isFinite(CLASS_SCALE_2D[kind]), kind);
   }
 });
diff --git a/src/data/aircraftIcons.js b/src/data/aircraftIcons.js
index bca4ca655..f664c861e 100644
--- a/src/data/aircraftIcons.js
+++ b/src/data/aircraftIcons.js
@@ -160,8 +160,8 @@ const BODIES = {
              L -3,31 L -8,34 L -8,30 L -6,16
              L -27,26 L -27,20 L -5,-8
              C -4.6,-16 -4,-24 -3.5,-30 Z" fill="white" ${STROKE}/>`,
-  // 2026-08-15 Hangar additions: two NEW classes shipped with the real-model
-  // fleet (CLASS_MODEL_REAL). Same contract as the set above: 96×96 nose-up,
+  // 2026-08-15 additions: two NEW classes (bizjet, uav). Same contract as
+  // the set above: 96×96 nose-up,
   // white fill, hairline stroke, tint-safe.
   // Business jet — slender fuselage, modest swept wing, aft engines, T-tail.
   bizjet: `
diff --git a/src/data/aircraftModelLighting.test.mjs b/src/data/aircraftModelLighting.test.mjs
index 51fd9d97c..70be8e5d4 100644
--- a/src/data/aircraftModelLighting.test.mjs
+++ b/src/data/aircraftModelLighting.test.mjs
@@ -6,9 +6,8 @@ import { AIRCRAFT_ENVIRONMENT_MAP_OPTIONS } from './aircraftModelLighting.js';
 
 /**
  * Every aircraft model drawn in the scene skips Cesium's dynamic environment
- * map (a sky render and GPU readback per model). The preload calls only warm
- * the glTF cache and are never added to the scene, so they are left out:
- * drawn models are the calls that set a minimum pixel size.
+ * map (a sky render and GPU readback per model). Drawn models are the calls
+ * that set a minimum pixel size.
  */
 const SOURCES = [
   {
@@ -36,7 +35,9 @@ test('the shared option turns the dynamic environment map off', () => {
 for (const { name, source } of SOURCES) {
   test(`${name}: every drawn aircraft model skips the dynamic environment map`, () => {
     const calls = [
-      ...source.matchAll(/(?:fromGltfAsync|loadModel)\(\{([\s\S]*?)\}\)/g),
+      ...source.matchAll(
+        /(?:fromGltfAsync\(|loadModel\(|(?:_createModel|createFleetModel)\(\s*\w+,\s*)\{([\s\S]*?)\n\s*\}[,)]/g,
+      ),
     ]
       .map((match) => match[1])
       .filter((options) => /\bminimumPixelSize:/.test(options));
diff --git a/src/data/cockpitModels.test.mjs b/src/data/cockpitModels.test.mjs
index 8177b7414..0488a6d1e 100644
--- a/src/data/cockpitModels.test.mjs
+++ b/src/data/cockpitModels.test.mjs
@@ -28,11 +28,13 @@ for (const layer of LAYERS) {
   const source = readLayerSource(layer.path);
 
   test(`${layer.name}: every GLB creation bypasses the tile-contended frame-spread queue`, () => {
-    const calls = [...source.matchAll(/Cesium\.Model\.fromGltfAsync\(\{([\s\S]*?)\}\)/g)];
-    assert.ok(calls.length >= 3, `expected fleet, tracked, and preload model calls; found ${calls.length}`);
+    const calls = [...source.matchAll(/_createModel\(\s*\w+,\s*\{([\s\S]*?)\n\s*\}\)/g)];
+    assert.ok(calls.length >= 2, `expected fleet and tracked model calls; found ${calls.length}`);
+    assert.doesNotMatch(source, /Cesium\.Model\.fromGltfAsync\(/,
+      'every model is built from the loaded fleet set through _createModel');
     for (const [index, call] of calls.entries()) {
       assert.match(call[1], /\basynchronous:\s*false\b/,
-        `Model.fromGltfAsync call ${index + 1} must keep bounded GLB readiness independent of tile jobs`);
+        `_createModel call ${index + 1} must keep bounded GLB readiness independent of tile jobs`);
     }
   });
 
diff --git a/src/data/fleetModelInstances.js b/src/data/fleetModelInstances.js
new file mode 100644
index 000000000..fbd710193
--- /dev/null
+++ b/src/data/fleetModelInstances.js
@@ -0,0 +1,415 @@
+import * as Cesium from 'cesium';
+import { horizonOccluder } from './iconOrientation.js';
+import { selectModelEligible } from './modelEligibility.js';
+import { AIRCRAFT_ENVIRONMENT_MAP_OPTIONS } from './aircraftModelLighting.js';
+import { fleetModelSet } from './fleetModels.js';
+
+/**
+ * Cesium models of the procedural fleet set (`fleetModels.js`), and the
+ * icon-to-model handoff the Vessels, Transit and Rail layers share.
+ */
+
+/** Every fleet GLB is nose -X: opposite Cesium's heading 0. */
+export const FLEET_HEADING_OFFSET_DEG = 180;
+
+/**
+ * Create a Cesium Model of `spec` from the up-front loaded bytes, so no model
+ * is fetched mid-session. Each model keeps its own URL as its base path: the
+ * glTF cache keys by it, and two models sharing one would share geometry.
+ * Rejects when the set is not loaded or the model's GLB failed to load.
+ * @param {object} spec `fleetModelSpec`.
+ * @param {object} options Cesium `Model.fromGltfAsync` options.
+ * @param {{resolveAsset?: (url: string) => string, set?: object|null,
+ *   load?: (options: object) => Promise<object>}} [context]
+ * @returns {Promise<object>} Cesium Model.
+ */
+export function createFleetModel(
+  spec,
+  options,
+  {
+    resolveAsset = (url) => url,
+    set = fleetModelSet(),
+    // Looked up when called, so a replaced `fromGltfAsync` (tests) is the one used.
+    load = (o) => Cesium.Model.fromGltfAsync(o),
+  } = {},
+) {
+  const bytes = set?.bytes?.get(spec?.model);
+  if (!bytes)
+    return Promise.reject(new Error(`fleet model ${spec?.model} not loaded`));
+  return load({
+    environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS,
+    ...options,
+    gltf: bytes,
+    basePath: resolveAsset(spec.url),
+  });
+}
+
+const tintShaders = new Map();
+
+/**
+ * The custom shader that paints a route colour where a transit model's
+ * `_TINT` vertex attribute marks it: drawn colour = vertex colour ×
+ * mix(1, colour, _TINT). One shader per colour, shared by every model drawn in
+ * it (Cesium compiles the program once; uniforms are per shader).
+ * @param {Cesium.Color} color
+ * @returns {Cesium.CustomShader}
+ */
+export function fleetTintShader(color) {
+  const key = color.toCssHexString();
+  let shader = tintShaders.get(key);
+  if (!shader) {
+    shader = new Cesium.CustomShader({
+      mode: Cesium.CustomShaderMode.MODIFY_MATERIAL,
+      uniforms: {
+        u_routeColor: {
+          type: Cesium.UniformType.VEC3,
+          value: new Cesium.Cartesian3(color.red, color.green, color.blue),
+        },
+      },
+      fragmentShaderText: `
+        void fragmentMain(FragmentInput fsInput, inout czm_modelMaterial material) {
+          vec3 route = czm_srgbToLinear(u_routeColor);
+          material.diffuse *= mix(vec3(1.0), route, fsInput.attributes.tint);
+        }
+      `,
+    });
+    tintShaders.set(key, shader);
+  }
+  return shader;
+}
+
+/**
+ * Write the world matrix of a fleet model standing at `position` heading
+ * `headingDeg` (clockwise from north) into `result`, stretched by the spec's
+ * beam and height scales relative to its length scale (a Model's own `scale`
+ * carries the length scale, so its minimum pixel size still applies).
+ * @param {Cesium.Cartesian3} position
+ * @param {number} headingDeg
+ * @param {object} spec `fleetModelSpec`.
+ * @param {Cesium.Matrix4} result
+ * @param {Cesium.HeadingPitchRoll} scratchHpr
+ * @returns {Cesium.Matrix4}
+ */
+export function fleetModelMatrix(
+  position,
+  headingDeg,
+  spec,
+  result,
+  scratchHpr,
+) {
+  scratchHpr.heading = Cesium.Math.toRadians(
+    (headingDeg || 0) + FLEET_HEADING_OFFSET_DEG,
+  );
+  scratchHpr.pitch = 0;
+  scratchHpr.roll = 0;
+  Cesium.Transforms.headingPitchRollToFixedFrame(
+    position,
+    scratchHpr,
+    Cesium.Ellipsoid.WGS84,
+    undefined,
+    result,
+  );
+  const [sx, sy, sz] = spec.scaleXYZ;
+  if (sx > 0 && (sy !== sx || sz !== sx)) {
+    // Cesium's glTF axis correction puts the model's length on local Y, its
+    // beam on local X and its height on local Z.
+    scratchScale.x = sy / sx;
+    scratchScale.y = 1;
+    scratchScale.z = sz / sx;
+    Cesium.Matrix4.multiplyByScale(result, scratchScale, result);
+  }
+  return result;
+}
+const scratchScale = new Cesium.Cartesian3();
+
+/**
+ * 3D models for one layer's vehicles under the DISPLAY rail's 3D toggle (the
+ * Flights layer's `models3d`/`models3dMode`), on the same rules the aircraft
+ * layers follow: models only below the camera altitude ceiling, for the
+ * nearest `cap` vehicles in the add/keep band, on-screen first. A vehicle's
+ * icon stays the visual until its model is loaded and placed; the layer reads
+ * `modelOwnsVisual` back from each item and hides that icon.
+ *
+ * Each frame the layer passes its vehicles as items:
+ * `{position, headingDeg, spec, tint, pickId, show}`, `position` the point
+ * the model's origin stands on (the waterline, the road or rail top; the
+ * spec's `elevationM` is added here), `tint` a Cesium.Color for a tinted
+ * model's route colour (or null), `show` false to keep it hidden.
+ * @param {object} options
+ * @param {object} options.viewer Cesium viewer.
+ * @param {() => object|null} [options.display] `{models3d, models3dMode}`.
+ * @param {object} options.policy `{altitudeCeilingM, minimumPixelSize,
+ *   cap, capAll, addM, addAllM, keepM, keepAllM, intervalMs}`.
+ * @param {(url: string) => string} [options.resolveAsset]
+ * @param {(spec: object, options: object) => Promise<object>} [options.createModel]
+ * @returns {object}
+ */
+export function createFleetModelLayer({
+  viewer,
+  display = () => null,
+  policy,
+  resolveAsset = (url) => url,
+  createModel = (spec, options) =>
+    createFleetModel(spec, options, { resolveAsset }),
+}) {
+  const collection = new Cesium.PrimitiveCollection();
+  viewer.scene.primitives.add(collection);
+  /** @type {Map<string, object>} id -> admitted model */
+  const models = new Map();
+  /** @type {Map<string, number>} id -> generation of an in-flight load */
+  const pending = new Map();
+  let generation = 0;
+  let destroyed = false;
+  let lastEligibilityAt = -Infinity;
+  let eligible = new Set();
+  let settling = 0;
+  const scratchHpr = new Cesium.HeadingPitchRoll();
+  const scratchSphere = new Cesium.BoundingSphere(Cesium.Cartesian3.ZERO, 1);
+  const scratchCarto = new Cesium.Cartographic();
+  const scratchPosition = new Cesium.Cartesian3();
+
+  function release(id) {
+    pending.delete(id);
+    const model = models.get(id);
+    if (!model) return;
+    models.delete(id);
+    if (!collection.isDestroyed()) collection.remove(model);
+  }
+
+  function releaseAll() {
+    for (const id of [...models.keys()]) release(id);
+    pending.clear();
+    generation += 1;
+  }
+
+  function preferences() {
+    return display?.() || null;
+  }
+
+  function regime(prefs) {
+    if (!prefs?.models3d || !fleetModelSet()) return false;
+    const height = viewer.camera?.positionCartographic?.height ?? Infinity;
+    return height < policy.altitudeCeilingM;
+  }
+
+  function shaderFor(item) {
+    return item.spec.tinted && item.tint
+      ? fleetTintShader(item.tint)
+      : undefined;
+  }
+
+  async function ensure(id, item, cap) {
+    const key = item.spec.key;
+    const current = models.get(id);
+    if (current && current._gevSpecKey === key) return;
+    if (current) release(id);
+    if (pending.has(id) || models.size + pending.size >= cap) return;
+    const loadGeneration = generation;
+    pending.set(id, loadGeneration);
+    let model;
+    try {
+      model = await createModel(item.spec, {
+        asynchronous: false,
+        minimumPixelSize: policy.minimumPixelSize,
+        scale: item.spec.scale,
+        customShader: shaderFor(item),
+        id: item.pickId ?? id,
+      });
+    } catch {
+      if (pending.get(id) === loadGeneration) pending.delete(id);
+      return;
+    }
+    const stale =
+      destroyed ||
+      pending.get(id) !== loadGeneration ||
+      generation !== loadGeneration ||
+      !eligible.has(id) ||
+      models.has(id);
+    if (pending.get(id) === loadGeneration) pending.delete(id);
+    if (stale) {
+      model.destroy?.();
+      return;
+    }
+    model.id = item.pickId ?? id;
+    model._gevSpecKey = key;
+    model._gevTint = item.spec.tinted ? item.tint : null;
+    // Admitted, not yet the visual: placement turns it on.
+    model.show = false;
+    collection.add(model);
+    models.set(id, model);
+  }
+
+  function refreshEligibility(items, prefs) {
+    const all = prefs.models3dMode === 'all';
+    const cap = all ? policy.capAll : policy.cap;
+    const addM = all ? policy.addAllM : policy.addM;
+    const keepM = all ? policy.keepAllM : policy.keepM;
+    const camera = viewer.camera;
+    const cameraPosition = camera.positionWC;
+    const cull = camera.frustum.computeCullingVolume(
+      cameraPosition,
+      camera.directionWC,
+      camera.upWC,
+    );
+    const candidates = [];
+    for (const [id, item] of items) {
+      if (!item.position || item.show === false || !item.spec) continue;
+      const distanceSq = Cesium.Cartesian3.distanceSquared(
+        cameraPosition,
+        item.position,
+      );
+      if (distanceSq > keepM * keepM) continue;
+      Cesium.Cartesian3.clone(item.position, scratchSphere.center);
+      candidates.push([
+        id,
+        distanceSq,
+        cull.computeVisibility(scratchSphere) !== Cesium.Intersect.OUTSIDE,
+      ]);
+    }
+    candidates.sort((a, b) => a[1] - b[1]);
+    eligible = selectModelEligible(candidates, {
+      cap,
+      addDistSq: addM * addM,
+      isModeled: (id) => models.has(id),
+    });
+    for (const id of [...models.keys(), ...pending.keys()])
+      if (!eligible.has(id)) release(id);
+    for (const id of eligible) void ensure(id, items.get(id), cap);
+  }
+
+  /** Where the model's origin stands: the item's point raised by the spec's elevation. */
+  function placement(item) {
+    const lift = item.spec.elevationM || 0;
+    if (!lift) return item.position;
+    const carto = Cesium.Cartographic.fromCartesian(
+      item.position,
+      Cesium.Ellipsoid.WGS84,
+      scratchCarto,
+    );
+    if (!carto) return item.position;
+    return Cesium.Cartesian3.fromRadians(
+      carto.longitude,
+      carto.latitude,
+      carto.height + lift,
+      Cesium.Ellipsoid.WGS84,
+      scratchPosition,
+    );
+  }
+
+  return {
+    /** Ids whose model admission is current. */
+    get eligible() {
+      return eligible;
+    },
+
+    /**
+     * Per-frame pass: re-derive eligibility at the policy's cadence, then
+     * place every admitted model and hand each item's visual to its model
+     * only once the model is ready and placed (`item.modelOwnsVisual`).
+     * @param {Map<string, object>} items
+     * @param {number} nowMs
+     * @returns {boolean} Whether any model is drawn.
+     */
+    frame(items, nowMs) {
+      if (destroyed) return false;
+      const prefs = preferences();
+      if (!regime(prefs)) {
+        settling = 0;
+        if (models.size || pending.size) releaseAll();
+        eligible = new Set();
+        for (const item of items.values()) item.modelOwnsVisual = false;
+        return false;
+      }
+      if (nowMs - lastEligibilityAt >= policy.intervalMs) {
+        lastEligibilityAt = nowMs;
+        refreshEligibility(items, prefs);
+      }
+      const occluder = horizonOccluder(viewer.camera);
+      let drawn = false;
+      settling = pending.size;
+      for (const [id, item] of items) {
+        const model = models.get(id);
+        item.modelOwnsVisual = false;
+        if (!model) continue;
+        if (
+          !item.position ||
+          item.show === false ||
+          !occluder.isPointVisible(item.position)
+        ) {
+          model.show = false;
+          continue;
+        }
+        if (item.spec.key !== model._gevSpecKey) {
+          // A new type or size: the next eligibility pass loads it.
+          model.show = false;
+          lastEligibilityAt = -Infinity;
+          continue;
+        }
+        const tint = item.spec.tinted ? item.tint : null;
+        if (tint && !Cesium.Color.equals(tint, model._gevTint)) {
+          model.customShader = fleetTintShader(tint);
+          model._gevTint = tint;
+        }
+        fleetModelMatrix(
+          placement(item),
+          item.headingDeg,
+          item.spec,
+          model.modelMatrix,
+          scratchHpr,
+        );
+        if (!model.ready) {
+          model.show = false;
+          settling += 1;
+          continue;
+        }
+        model.show = true;
+        item.modelOwnsVisual = true;
+        drawn = true;
+      }
+      for (const id of [...models.keys()]) if (!items.has(id)) release(id);
+      return drawn;
+    },
+
+    /**
+     * Models loading or not yet ready after the last frame: the layer keeps
+     * frames coming while any are, so each one takes over as soon as it can.
+     */
+    get settling() {
+      return settling;
+    },
+
+    /**
+     * Whether models are drawn now: 3D on, the set loaded and the camera
+     * below the altitude ceiling. A layer skips building items while not.
+     * @returns {boolean}
+     */
+    active() {
+      return !destroyed && regime(preferences());
+    },
+
+    /** The model drawing `id`, if one is admitted. */
+    modelFor(id) {
+      return models.get(id) || null;
+    },
+
+    /** Show or hide every model (the layer's own visibility). */
+    setVisible(show) {
+      if (!collection.isDestroyed()) collection.show = show;
+    },
+
+    /** Drop every model (3D off, layer disabled). */
+    clear: releaseAll,
+
+    /** Number of admitted models (tests and diagnostics). */
+    get size() {
+      return models.size;
+    },
+
+    destroy() {
+      destroyed = true;
+      releaseAll();
+      if (!viewer.isDestroyed?.() && !collection.isDestroyed())
+        viewer.scene.primitives.remove(collection);
+    },
+  };
+}
diff --git a/src/data/modelScale.test.mjs b/src/data/modelScale.test.mjs
index d91914805..908b45001 100644
--- a/src/data/modelScale.test.mjs
+++ b/src/data/modelScale.test.mjs
@@ -1,45 +1,33 @@
 import { readLayerSource } from '../testSupport/readLayerSource.mjs';
-// Regression test for the giant-military-jet bug: MODEL_SCALE must put every
-// rendered aircraft at REAL-WORLD size, whatever the GLB's native scale is.
-//
-// airplane.glb and jet.glb are both transform-applied at real-world size and
-// render with MODEL_SCALE 1. The airplane previously relied on a runtime ×24
-// calibration; that factor is now baked into its geometry so future consumers
-// cannot miss it. The original military bug came from copying scale 24 onto the
-// already meter-scale jet, rendering military models ~600–1000 m
-// across — invisible at the ~6 km follow range where minimumPixelSize
-// dominates, but zoom below ~1 km and the camera ends up INSIDE the model.
-//
-// The layer modules pull the full Cesium engine and don't export their
-// constants, so (as in modelMatrix.test.mjs) we don't import them: constants
-// are read from source, and each GLB's native bounding radius is computed from
-// its POSITION accessor min/max with the node hierarchy's transforms applied
-// (both legacy GLBs are now transform-applied, but the hierarchy-aware reader
-// guards future asset updates). For jet.glb this yields 29.83 — Cesium's
-// Model.boundingSphere.radius / scale measured in-app (2026-07-02).
+// Aircraft models draw LIFE SIZE: every aircraft layer takes its model and
+// scale from the procedural fleet set (fleetModels.js), a type's published
+// length over the model's built length. These pins keep that true — no layer
+// carries a scale constant of its own (the giant-military-jet bug was one
+// copied across layers) — and keep the trail and bracket anchors riding the
+// transform chain Cesium draws the models with.
 import { test } from 'node:test';
 import * as Cesium from 'cesium';
 import assert from 'node:assert/strict';
 import fs from 'node:fs';
 import path from 'node:path';
 import { fileURLToPath } from 'node:url';
-import { CLASS_SCALE_3D, CLASS_MODEL_URL, CLASS_MODEL_REAL } from './aircraftClass.js';
 import {
-  MODEL_TRAIL_ANCHOR_NATIVE,
-  MODEL_VISUAL_CENTER_NATIVE,
   modelVisualAnchor,
-  trailAnchorForModel,
   trailHeadStart,
   modelAnchorWorld,
 } from './modelVisualAnchor.js';
+import { aircraftModelSpec } from './fleetModels.js';
+import { FLEET_TRAIL_ANCHORS } from './fleetTrailAnchors.js';
 
 const ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '../..');
+const FLEET = path.join(ROOT, 'public', 'models', 'fleet');
+const set = {
+  catalog: JSON.parse(fs.readFileSync(path.join(FLEET, 'catalog.json'), 'utf8')),
+  types: JSON.parse(fs.readFileSync(path.join(FLEET, 'types.json'), 'utf8')),
+};
 
-/** Every class's rendered bounding radius (m) must land in this envelope —
- *  bigger than any clamped-down light aircraft, smaller than the largest real
- *  heavy (A380/An-124 bounding radius ~45 m), nowhere near the 500–1000 m of
- *  the scale-24 jet.glb bug. */
-const WORLD_RADIUS_MIN_M = 10;
+/** Every aircraft drawn at its type's size: no rendered radius outside what aircraft span. */
+const WORLD_RADIUS_MIN_M = 2;
 const WORLD_RADIUS_MAX_M = 60;
 
 test('model-space anchors honor Cesium minimum-pixel computed scale', () => {
@@ -54,560 +42,39 @@ test('model-space anchors honor Cesium minimum-pixel computed scale', () => {
   assert.deepEqual(result, { x: 79, y: 214, z: 272 });
 });
 
-// --- minimal GLB bounds reader ---------------------------------------------
-
-function glbJson(file) {
-  const buf = fs.readFileSync(file);
-  assert.equal(buf.readUInt32LE(0), 0x46546c67, `${file}: not a GLB`);
-  assert.equal(buf.readUInt32LE(16), 0x4e4f534a, `${file}: first chunk not JSON`);
-  return JSON.parse(buf.subarray(20, 20 + buf.readUInt32LE(12)).toString('utf8'));
-}
-
-// Column-major 4×4 helpers (glTF matrix layout).
-const IDENTITY = [1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1];
-function mul(a, b) {
-  const o = new Array(16).fill(0);
-  for (let c = 0; c < 4; c++)
-    for (let r = 0; r < 4; r++)
-      for (let k = 0; k < 4; k++) o[c * 4 + r] += a[k * 4 + r] * b[c * 4 + k];
-  return o;
-}
-function nodeMatrix(node) {
-  if (node.matrix) return node.matrix;
-  const t = node.translation || [0, 0, 0];
-  const [x, y, z, w] = node.rotation || [0, 0, 0, 1];
-  const s = node.scale || [1, 1, 1];
-  const rot = [
-    1 - 2 * (y * y + z * z), 2 * (x * y + z * w), 2 * (x * z - y * w), 0,
-    2 * (x * y - z * w), 1 - 2 * (x * x + z * z), 2 * (y * z + x * w), 0,
-    2 * (x * z + y * w), 2 * (y * z - x * w), 1 - 2 * (x * x + y * y), 0,
-    0, 0, 0, 1,
-  ];
-  return mul(
-    [1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, t[0], t[1], t[2], 1],
-    mul(rot, [s[0], 0, 0, 0, 0, s[1], 0, 0, 0, 0, s[2], 0, 0, 0, 0, 1]),
-  );
-}
-function transformPoint(m, p) {
-  return [
-    m[0] * p[0] + m[4] * p[1] + m[8] * p[2] + m[12],
-    m[1] * p[0] + m[5] * p[1] + m[9] * p[2] + m[13],
-    m[2] * p[0] + m[6] * p[1] + m[10] * p[2] + m[14],
-  ];
-}
-
-/** Scene-space AABB over all mesh primitives' POSITION bounds, node transforms applied. */
-function nativeBounds(file) {
-  const gltf = glbJson(file);
-  const min = [Infinity, Infinity, Infinity];
-  const max = [-Infinity, -Infinity, -Infinity];
-  const visit = (idx, parent) => {
-    const node = gltf.nodes[idx];
-    const m = mul(parent, nodeMatrix(node));
-    if (node.mesh != null) {
-      for (const prim of gltf.meshes[node.mesh].primitives) {
-        const acc = gltf.accessors[prim.attributes.POSITION];
-        if (!acc?.min || !acc?.max) continue;
-        for (let i = 0; i < 8; i++) {
-          const corner = transformPoint(m, [
-            (i & 1) ? acc.max[0] : acc.min[0],
-            (i & 2) ? acc.max[1] : acc.min[1],
-            (i & 4) ? acc.max[2] : acc.min[2],
-          ]);
-          for (let a = 0; a < 3; a++) {
-            min[a] = Math.min(min[a], corner[a]);
-            max[a] = Math.max(max[a], corner[a]);
-          }
-        }
-      }
-    }
-    for (const child of node.children || []) visit(child, m);
-  };
-  for (const n of gltf.scenes[gltf.scene ?? 0].nodes) visit(n, IDENTITY);
-  assert.ok(Number.isFinite(min[0]), `${file}: no POSITION bounds found`);
-  return { min, max };
-}
-
-// --- real mesh reader (vertices + triangles, not just accessor bounds) ------
-//
-// The bounds reader above is enough to size a model, but NOT to site a point on
-// it: an AABB corner is empty space. These read the POSITION buffers themselves
-// so the trail anchor can be checked against actual triangles.
-
-const GLB_COMPONENT_READERS = {
-  5120: (buf, o) => buf.readInt8(o),
-  5121: (buf, o) => buf.readUInt8(o),
-  5122: (buf, o) => buf.readInt16LE(o),
-  5123: (buf, o) => buf.readUInt16LE(o),
-  5125: (buf, o) => buf.readUInt32LE(o),
-  5126: (buf, o) => buf.readFloatLE(o),
-};
-const GLB_COMPONENT_BYTES = { 5120: 1, 5121: 1, 5122: 2, 5123: 2, 5125: 4, 5126: 4 };
-const GLB_TYPE_COMPONENTS = { SCALAR: 1, VEC2: 2, VEC3: 3, VEC4: 4 };
-
-/** JSON chunk plus the binary chunk of a GLB. */
-function glbChunks(file) {
-  const buf = fs.readFileSync(file);
-  assert.equal(buf.readUInt32LE(0), 0x46546c67, `${file}: not a GLB`);
-  const jsonLen = buf.readUInt32LE(12);
-  const gltf = JSON.parse(buf.subarray(20, 20 + jsonLen).toString('utf8'));
-  let bin = null;
-  for (let off = 20 + jsonLen; off + 8 <= buf.length;) {
-    const len = buf.readUInt32LE(off);
-    if (buf.readUInt32LE(off + 4) === 0x004e4942) { bin = buf.subarray(off + 8, off + 8 + len); break; }
-    off += 8 + len;
-  }
-  assert.ok(bin, `${file}: no BIN chunk`);
-  return { gltf, bin };
-}
-
-/** One accessor's elements, honouring bufferView byteStride. */
-function glbAccessor(gltf, bin, index) {
-  const acc = gltf.accessors[index];
-  assert.ok(!acc.sparse, 'sparse accessors are not used by the bundled assets');
-  const read = GLB_COMPONENT_READERS[acc.componentType];
-  const size = GLB_COMPONENT_BYTES[acc.componentType];
-  const n = GLB_TYPE_COMPONENTS[acc.type];
-  const bv = gltf.bufferViews[acc.bufferView];
-  const base = (bv.byteOffset || 0) + (acc.byteOffset || 0);
-  const stride = bv.byteStride || size * n;
-  const out = [];
-  for (let i = 0; i < acc.count; i++) {
-    const o = base + i * stride;
-    const el = [];
-    for (let c = 0; c < n; c++) el.push(read(bin, o + c * size));
-    out.push(el);
-  }
-  return out;
-}
-
-/**
- * Every mesh vertex in Cesium model-local space, plus the triangle index list.
- * Same glTF Y-up → Cesium Z-up mapping the anchors are expressed in.
- */
-function nativeMesh(file) {
-  const { gltf, bin } = glbChunks(file);
-  assert.ok(
-    !(gltf.extensionsRequired || []).some((e) => e.toLowerCase().includes('draco')),
-    `${file}: Draco-compressed assets would need a decoder here`,
-  );
-  const verts = [];
-  const tris = [];
-  const visit = (idx, parent) => {
-    const node = gltf.nodes[idx];
-    const m = mul(parent, nodeMatrix(node));
-    if (node.mesh != null) {
-      for (const prim of gltf.meshes[node.mesh].primitives) {
-        const pIdx = prim.attributes?.POSITION;
-        if (pIdx == null) continue;
-        const start = verts.length;
-        for (const p of glbAccessor(gltf, bin, pIdx)) {
-          // RAW glTF axes, deliberately: the anchor table stores raw glTF and
-          // lets Cesium's own axis correction do the rest (modelAnchorWorld).
-          // Converting here would re-introduce the second, hand-maintained
-          // convention whose half-correction put the anchor on the wrong axis.
-          verts.push(transformPoint(m, p));
-        }
-        if (prim.indices != null) {
-          const ind = glbAccessor(gltf, bin, prim.indices).map((e) => e[0]);
-          for (let i = 0; i + 2 < ind.length; i += 3) {
-            tris.push([start + ind[i], start + ind[i + 1], start + ind[i + 2]]);
-          }
-        } else {
-          for (let i = start; i + 2 < verts.length; i += 3) tris.push([i, i + 1, i + 2]);
-        }
-      }
-    }
-    for (const child of node.children || []) visit(child, m);
-  };
-  for (const n of gltf.scenes[gltf.scene ?? 0].nodes) visit(n, IDENTITY);
-  assert.ok(verts.length && tris.length, `${file}: no triangles found`);
-  return { verts, tris };
-}
-
-/** AABB over real vertices (Cesium model-local). */
-function vertexBounds(verts) {
-  const min = [Infinity, Infinity, Infinity];
-  const max = [-Infinity, -Infinity, -Infinity];
-  for (const v of verts) {
-    for (let a = 0; a < 3; a++) {
-      if (v[a] < min[a]) min[a] = v[a];
-      if (v[a] > max[a]) max[a] = v[a];
+test('every typed aircraft renders at its published length, a real-world aircraft size', () => {
+  for (const map of [set.types.aircraft, set.types.helicopters]) {
+    for (const [type, [model, length]] of Object.entries(map)) {
+      const spec = aircraftModelSpec(set, { typeCode: type });
+      assert.equal(spec.model, model, type);
+      // Balloons and obstacles ('other') are built at their own size.
+      const published = spec.category === 'other' ? set.catalog[model].length : length;
+      assert.ok(Math.abs(spec.length - published) < 1e-9, `${type}: drawn ${spec.length} m, published ${published} m`);
+      const radius = spec.nativeRadiusM * spec.scale;
+      assert.ok(
+        radius >= WORLD_RADIUS_MIN_M && radius <= WORLD_RADIUS_MAX_M,
+        `${type}: rendered radius ${radius.toFixed(2)} m outside [${WORLD_RADIUS_MIN_M}, ${WORLD_RADIUS_MAX_M}]`,
+      );
+      // A grounded aircraft stands on its wheels: its origin the scaled
+      // clearance above the ground, never below it.
+      assert.ok(spec.clearanceM > 0, `${type}: clearance ${spec.clearanceM}`);
+      assert.ok(spec.clearanceM < radius, `${type}: clearance larger than the aircraft`);
     }
   }
-  return { min, max };
-}
+});
 
-const dist3 = (a, b) => Math.hypot(a[0] - b[0], a[1] - b[1], a[2] - b[2]);
-
-/** Closest point of triangle abc to p (Ericson, Real-Time Collision Detection). */
-function closestOnTriangle(p, a, b, c) {
-  const sub = (u, v) => [u[0] - v[0], u[1] - v[1], u[2] - v[2]];
-  const dot = (u, v) => u[0] * v[0] + u[1] * v[1] + u[2] * v[2];
-  const ab = sub(b, a); const ac = sub(c, a); const ap = sub(p, a);
-  const d1 = dot(ab, ap); const d2 = dot(ac, ap);
-  if (d1 <= 0 && d2 <= 0) return a;
-  const bp = sub(p, b);
-  const d3 = dot(ab, bp); const d4 = dot(ac, bp);
-  if (d3 >= 0 && d4 <= d3) return b;
-  const vc = d1 * d4 - d3 * d2;
-  if (vc <= 0 && d1 >= 0 && d3 <= 0) {
-    const v = d1 / (d1 - d3);
-    return [a[0] + ab[0] * v, a[1] + ab[1] * v, a[2] + ab[2] * v];
-  }
-  const cp = sub(p, c);
-  const d5 = dot(ab, cp); const d6 = dot(ac, cp);
-  if (d6 >= 0 && d5 <= d6) return c;
-  const vb = d5 * d2 - d1 * d6;
-  if (vb <= 0 && d2 >= 0 && d6 <= 0) {
-    const w = d2 / (d2 - d6);
-    return [a[0] + ac[0] * w, a[1] + ac[1] * w, a[2] + ac[2] * w];
-  }
-  const va = d3 * d6 - d5 * d4;
-  if (va <= 0 && (d4 - d3) >= 0 && (d5 - d6) >= 0) {
-    const w = (d4 - d3) / ((d4 - d3) + (d5 - d6));
-    return [b[0] + (c[0] - b[0]) * w, b[1] + (c[1] - b[1]) * w, b[2] + (c[2] - b[2]) * w];
-  }
-  const den = 1 / (va + vb + vc);
-  const v = vb * den; const w = vc * den;
-  return [a[0] + ab[0] * v + ac[0] * w, a[1] + ab[1] * v + ac[1] * w, a[2] + ab[2] * v + ac[2] * w];
-}
-
-/** How far a point lies from the nearest triangle of the mesh. */
-function distanceToSurface(p, verts, tris) {
-  let best = Infinity;
-  for (const [i, j, k] of tris) {
-    const d = dist3(p, closestOnTriangle(p, verts[i], verts[j], verts[k]));
-    if (d < best) best = d;
-  }
-  return best;
-}
-
-/** The hull's longitudinal cross-section: where triangles cross the y = 0 plane. */
-function centrelineProfile(verts, tris) {
-  const pts = [];
-  for (const [i, j, k] of tris) {
-    const t = [verts[i], verts[j], verts[k]];
-    for (let e = 0; e < 3; e++) {
-      const a = t[e]; const b = t[(e + 1) % 3];
-      if (a[2] === 0) pts.push(a);
-      if ((a[2] < 0 && b[2] > 0) || (a[2] > 0 && b[2] < 0)) {
-        const s = a[2] / (a[2] - b[2]);
-        pts.push([a[0] + (b[0] - a[0]) * s, a[1] + (b[1] - a[1]) * s, 0]);
-      }
-    }
-  }
-  return pts;
-}
-
-/** Closest point of the centreline profile to `target` (segment-exact). */
-function closestProfilePoint(target, profile, tris, verts) {
-  // Walk the profile as the segments the slice actually produced, so the answer
-  // can fall between two vertices the way the real surface does.
-  const segs = [];
-  for (const [i, j, k] of tris) {
-    const t = [verts[i], verts[j], verts[k]];
-    const pts = [];
-    for (let e = 0; e < 3; e++) {
-      const a = t[e]; const b = t[(e + 1) % 3];
-      if (a[2] === 0) pts.push(a);
-      if ((a[2] < 0 && b[2] > 0) || (a[2] > 0 && b[2] < 0)) {
-        const s = a[2] / (a[2] - b[2]);
-        pts.push([a[0] + (b[0] - a[0]) * s, a[1] + (b[1] - a[1]) * s, 0]);
-      }
-    }
-    if (pts.length >= 2) segs.push([pts[0], pts[1]]);
-  }
-  let best = null; let bestD = Infinity;
-  for (const [a, b] of segs) {
-    const ab = [b[0] - a[0], b[1] - a[1], b[2] - a[2]];
-    const den = ab[0] * ab[0] + ab[1] * ab[1] + ab[2] * ab[2];
-    let q = a;
-    if (den > 0) {
-      let s = ((target[0] - a[0]) * ab[0] + (target[1] - a[1]) * ab[1] + (target[2] - a[2]) * ab[2]) / den;
-      s = Math.max(0, Math.min(1, s));
-      q = [a[0] + ab[0] * s, a[1] + ab[1] * s, a[2] + ab[2] * s];
-    }
-    const d = dist3(target, q);
-    if (d < bestD) { bestD = d; best = q; }
-  }
-  assert.ok(best, 'the centreline slice produced no segments');
-  assert.ok(profile.length > 0, 'the centreline profile is empty');
-  return best;
-}
-
-/** Native bounding radius: half-diagonal of the scene-space AABB. */
-function nativeBoundingRadius(file) {
-  const { min, max } = nativeBounds(file);
-  return Math.hypot(max[0] - min[0], max[1] - min[1], max[2] - min[2]) / 2;
-}
-
-/** How far the glTF origin sits above the model's lowest vertex (glTF is Y-up;
- *  Cesium maps that to local up). This is the native "belly depth" the grounded-
- *  model snap must lift by so the model rests on its gear/belly, not its origin. */
-function nativeOriginAboveLowestVertex(file) {
-  return -nativeBounds(file).min[1];
-}
-
-/** Scene-AABB centre converted from glTF Y-up to Cesium model-local Z-up. */
-function nativeVisualCenter(file) {
-  const { min, max } = nativeBounds(file);
-  const gltfCenter = min.map((value, axis) => (value + max[axis]) / 2);
-  return [gltfCenter[0], -gltfCenter[2], gltfCenter[1]];
-}
-
-// --- per-layer constants, read from source (see header) --------------------
-
-function layerConstants(sourceFile) {
-  const src = readLayerSource(path.join(ROOT, sourceFile));
-  const scale = src.match(/\bconst MODEL_SCALE = ([\d.]+);/);
-  assert.ok(scale, `${sourceFile}: MODEL_SCALE not found`);
-  const belly = src.match(/\bconst MODEL_BELLY_OFFSET_NATIVE = ([\d.]+);/);
-  assert.ok(belly, `${sourceFile}: MODEL_BELLY_OFFSET_NATIVE not found`);
-  return { modelScale: Number(scale[1]), bellyOffsetNative: Number(belly[1]) };
-}
-
-function normalBillboardScaleByDistance(sourceFile) {
-  const src = readLayerSource(path.join(ROOT, sourceFile));
-  const fn = src.match(/function (?:parts\.\w+\.)?_normalBillboardScaleByDistance\(\) \{([\s\S]*?)\n\}/);
-  assert.ok(fn, `${sourceFile}: _normalBillboardScaleByDistance not found`);
-  const scalar = fn[1].match(/NearFarScalar\((\d+), ([\d.]+), (\d+), ([\d.]+)\)/);
-  assert.ok(scalar, `${sourceFile}: billboard NearFarScalar not found`);
-  return scalar.slice(1).map(Number);
-}
-
-const LAYERS = [
-  {
-    name: 'flights',
-    source: 'src/data/flights.js',
-    // All classes share one GLB today (see CLASS_MODEL_URL) — assert that, so
-    // a real per-class asset drop-in forces this test to grow with it.
-    asset: (() => {
-      const urls = new Set(Object.values(CLASS_MODEL_URL));
-      assert.equal(urls.size, 1, 'CLASS_MODEL_URL: expected a single shared GLB');
-      return [...urls][0];
-    })(),
-  },
-  {
-    name: 'military',
-    source: 'src/data/militaryFlights.js',
-    asset: (() => {
-      const src = readLayerSource(path.join(ROOT, 'src/data/militaryFlights.js'));
-      const m = src.match(/\bconst JET_MODEL_URL = '([^']+)';/);
-      assert.ok(m, 'militaryFlights.js: JET_MODEL_URL not found');
-      return m[1];
-    })(),
-  },
+const AIRCRAFT_LAYERS = [
+  'src/layers/flights/rendering.js',
+  'src/layers/military/rendering.js',
+  'src/layers/localAdsb/models.js',
 ];
 
-const measured = LAYERS.map((layer) => {
-  const { modelScale, bellyOffsetNative } = layerConstants(layer.source);
-  const assetPath = path.join(ROOT, 'public', layer.asset);
-  const nativeRadius = nativeBoundingRadius(assetPath);
-  return {
-    ...layer, modelScale, bellyOffsetNative, nativeRadius,
-    baseWorldRadius: nativeRadius * modelScale,
-    originAboveBelly: nativeOriginAboveLowestVertex(assetPath),
-  };
-});
-
-// --- the invariants ---------------------------------------------------------
-
-for (const layer of measured) {
-  test(`${layer.name}: every class renders at real-world aircraft scale (${layer.asset} native r=${layer.nativeRadius.toFixed(2)} × MODEL_SCALE ${layer.modelScale})`, () => {
-    for (const [klass, mult] of Object.entries(CLASS_SCALE_3D)) {
-      const worldRadius = layer.baseWorldRadius * mult;
-      assert.ok(
-        worldRadius >= WORLD_RADIUS_MIN_M && worldRadius <= WORLD_RADIUS_MAX_M,
-        `${klass}: world bounding radius ${worldRadius.toFixed(1)} m outside ` +
-        `[${WORLD_RADIUS_MIN_M}, ${WORLD_RADIUS_MAX_M}] m — MODEL_SCALE is calibrated ` +
-        `for a different asset's native scale`,
-      );
-    }
-  });
-}
-
-// Grounded-model belly offset (ground-3D, 2026-07-03): each layer's
-// MODEL_BELLY_OFFSET_NATIVE must equal the GLB's actual origin-above-lowest-vertex
-// height, else ground-snapped models sink into (const too small) or hover above
-// (too big) the sampled tile skin. Absolute tolerance = 2% of the native bounding
-// radius (sub-decimeter at world scale for both assets).
-for (const layer of measured) {
-  test(`${layer.name}: MODEL_BELLY_OFFSET_NATIVE matches ${layer.asset}'s origin height above its belly`, () => {
-    const tol = layer.nativeRadius * 0.02;
-    assert.ok(
-      Math.abs(layer.bellyOffsetNative - layer.originAboveBelly) <= tol,
-      `MODEL_BELLY_OFFSET_NATIVE ${layer.bellyOffsetNative} vs measured ` +
-      `${layer.originAboveBelly.toFixed(3)} (tol ${tol.toFixed(3)}) — the constant was ` +
-      'calibrated for a different asset; re-measure the GLB (glTF Y-up AABB, node transforms applied)',
-    );
-  });
-}
-
-test('flights and military models render at matching world sizes (cross-layer parity)', () => {
-  const [flights, military] = measured;
-  const ratio = flights.baseWorldRadius / military.baseWorldRadius;
-  assert.ok(
-    ratio > 1 / 1.5 && ratio < 1.5,
-    `base world radii differ ×${(ratio >= 1 ? ratio : 1 / ratio).toFixed(1)} ` +
-    `(flights ${flights.baseWorldRadius.toFixed(1)} m vs military ${military.baseWorldRadius.toFixed(1)} m) — ` +
-    'the layers render side by side, so a class must read the same size in both',
-  );
-});
-
-// --- 2026-08-15 Hangar fleet: real per-class GLBs ---------------------------
-// CLASS_MODEL_REAL assets are vertex-baked to REAL-WORLD METERS in the
-// airplane.glb axis convention and render at scale 1, so the class-envelope
-// test above does not apply to them; instead each registry entry's radiusM
-// and bellyM must MATCH the shipped GLB (the layers consume these numbers for
-// pixel-cap math and grounded-model lift). Envelope: a real C172 (r≈7.1 m)
-// up to a real 787-9 (r≈44.1 m) — nothing clamped, nothing monstrous.
-const REAL_RADIUS_MIN_M = 5;
-const REAL_RADIUS_MAX_M = 60;
-for (const [klass, spec] of Object.entries(CLASS_MODEL_REAL)) {
-  test(`hangar fleet: ${klass} registry pins match the shipped GLB (${spec.url})`, () => {
-    const assetPath = path.join(ROOT, 'public', spec.url);
-    const radius = nativeBoundingRadius(assetPath);
-    const belly = nativeOriginAboveLowestVertex(assetPath);
-    assert.ok(
-      radius >= REAL_RADIUS_MIN_M && radius <= REAL_RADIUS_MAX_M,
-      `${klass}: bounding radius ${radius.toFixed(2)} m outside the real-aircraft ` +
-      `envelope [${REAL_RADIUS_MIN_M}, ${REAL_RADIUS_MAX_M}] m — the GLB is not baked to meters`,
-    );
-    const tol = radius * 0.02;
-    assert.ok(
-      Math.abs(radius - spec.radiusM) <= tol,
-      `${klass}: registry radiusM ${spec.radiusM} vs measured ${radius.toFixed(3)} ` +
-      `(tol ${tol.toFixed(3)}) — re-measure the GLB and update CLASS_MODEL_REAL`,
-    );
-    assert.ok(
-      Math.abs(belly - spec.bellyM) <= tol,
-      `${klass}: registry bellyM ${spec.bellyM} vs measured ${belly.toFixed(3)} ` +
-      `(tol ${tol.toFixed(3)}) — grounded models would sink or hover; update CLASS_MODEL_REAL`,
-    );
-  });
-}
-
-// militaryFlights renders airplane.glb for its heavy classes with duplicated
-// PLANE_* constants — pin them to the measured meter-scale GLB + flights'
-// calibration so the copies cannot drift.
-test('military layer airplane.glb constants match the measured GLB and flights calibration', () => {
-  const src = readLayerSource(path.join(ROOT, 'src/data/militaryFlights.js'));
-  const grab = (name) => {
-    const m = src.match(new RegExp(`\\bconst ${name} = ([\\d.]+);`));
-    assert.ok(m, `militaryFlights.js: ${name} not found`);
-    return Number(m[1]);
-  };
-  const [flights] = measured;
-  assert.equal(grab('PLANE_MODEL_SCALE'), flights.modelScale, 'PLANE_MODEL_SCALE must match flights MODEL_SCALE');
-  assert.ok(
-    Math.abs(grab('PLANE_NATIVE_RADIUS_M') - flights.nativeRadius) <= flights.nativeRadius * 0.02,
-    `PLANE_NATIVE_RADIUS_M vs measured ${flights.nativeRadius.toFixed(3)}`,
-  );
-  assert.ok(
-    Math.abs(grab('PLANE_BELLY_OFFSET_NATIVE') - flights.originAboveBelly) <= flights.nativeRadius * 0.02,
-    `PLANE_BELLY_OFFSET_NATIVE vs measured ${flights.originAboveBelly.toFixed(3)}`,
-  );
-});
-
-test('shared-model visual-centre metadata matches the shipped GLBs', () => {
-  for (const [url, expected] of Object.entries(MODEL_VISUAL_CENTER_NATIVE)) {
-    const measuredCenter = nativeVisualCenter(path.join(ROOT, 'public', url));
-    measuredCenter.forEach((value, axis) => {
-      assert.ok(
-        Math.abs(value - expected[axis]) <= 0.001,
-        `${url} axis ${axis}: metadata ${expected[axis]} vs measured ${value.toFixed(6)}`,
-      );
-    });
-  }
-});
-
-// The tracked trail is drawn from a point BEHIND the aircraft to this anchor,
-// so the anchor decides both whether the trail terminates ON the aeroplane and
-// whether the last stretch of it crosses the airframe. An earlier round put the
-// anchor on the aft-belly AABB CORNER, reasoning that a point aft of every
-// vertex cannot be crossed. True, but a corner is empty space — 4.80 m from any
-// real geometry on airplane.glb, 6.14 m on jet.glb — so the trail ended in mid
-// air beside the model. The anchor is now a genuine hull point, and these pins
-// re-derive it from the POSITION BUFFERS rather than restating the table.
-test('every approved aircraft model has a trail anchor on its real aft-belly hull', () => {
-  const urls = new Set([
-    ...Object.keys(MODEL_VISUAL_CENTER_NATIVE),
-    ...Object.values(CLASS_MODEL_REAL).map((spec) => spec.url),
-  ]);
-  assert.deepEqual(
-    new Set(Object.keys(MODEL_TRAIL_ANCHOR_NATIVE)),
-    urls,
-    'trail-anchor metadata must cover every approved aircraft GLB',
-  );
-
-  for (const url of urls) {
-    const file = path.join(ROOT, 'public', url);
-    const { verts, tris } = nativeMesh(file);
-    const { min, max } = vertexBounds(verts);
-    const centre = min.map((value, axis) => (value + max[axis]) / 2);
-    const actual = MODEL_TRAIL_ANCHOR_NATIVE[url];
-
-    // 1. ON THE HULL. The property the AABB corner failed. Measured against the
-    //    real triangles, not against a bounding box: the corner values sat
-    //    metres out in open air, and this is what said so.
-    // Measured bound across the shipped assets is <= 5e-5 native: re-measured
-    // from these buffers they span 5.2e-6 (bell206) to 4.1e-5 (atr72), with
-    // airplane.glb at 1.5e-5 and jet.glb at 1.8e-5. None is exactly zero — the
-    // anchor is the nearest point of a triangulated profile, not a vertex — so
-    // 1e-4 is met with margin and is still tight enough to catch an anchor that
-    // has left the hull; the old 1e-3 was loose enough to be uninformative.
-    const offHull = distanceToSurface(actual, verts, tris);
-    assert.ok(
-      offHull <= 1e-4,
-      `${url}: trail anchor must lie ON the mesh — it is ${offHull.toFixed(4)} m off the ` +
-      'nearest triangle, so the trail would end in mid air beside the aircraft',
-    );
-
-    // 2. AFT of the airframe's middle, or the head segment enters at the tail
-    //    and stops inside the fuselage — the line through the model the review
-    //    photographed. Every shipped asset clears 80 % of its aft extreme.
-    assert.ok(
-      actual[0] > centre[0],
-      `${url}: trail anchor must sit aft of the centroid (${actual[0]} <= ${centre[0]})`,
-    );
-    assert.ok(
-      actual[0] >= max[0] * 0.8,
-      `${url}: trail anchor must sit on the AFT hull — ${actual[0].toFixed(3)} is only ` +
-      `${(actual[0] / max[0] * 100).toFixed(1)}% of the ${max[0].toFixed(3)} aft extreme`,
-    );
-
-    // 3. BELOW: nothing of the aircraft hangs lower than the anchor at or
-    //    behind its own station, so the trail leaves from underneath rather
-    //    than out of the roof. Stated against the station rather than against
-    //    the global minimum on purpose — the global lowest vertex is a wingtip
-    //    or a gear leg amidships, and demanding the anchor match it is what
-    //    drove the previous round off the hull in the first place.
-    const profile = centrelineProfile(verts, tris);
-    const lowestAtOrAft = profile
-      .filter((p) => p[0] >= actual[0] - 1e-3)
-      .reduce((lowest, p) => Math.min(lowest, p[1]), Infinity);
-    assert.ok(
-      Number.isFinite(lowestAtOrAft) && actual[1] <= lowestAtOrAft + 1e-3,
-      `${url}: trail anchor must be the lowest centreline hull at or aft of its station ` +
-      `(anchor ${actual[1]}, hull reaches ${lowestAtOrAft})`,
-    );
-
-    // 4. ON THE CENTRELINE, so the attachment cannot swing screen-left or
-    //    screen-right as the aircraft turns.
-    assert.equal(actual[2], 0, `${url}: trail anchor must stay on the longitudinal centreline`);
-
-    // 5. And the value itself is the closest centreline hull point to the
-    //    aft-belly corner — the construction, re-derived. This is what makes
-    //    the table re-measurable rather than re-guessable.
-    const corner = [max[0], min[1], 0];
-    const nearest = closestProfilePoint(corner, profile, tris, verts);
-    [0, 1].forEach((axis) => {
-      assert.ok(
-        Math.abs(actual[axis] - nearest[axis]) <= 1e-3,
-        `${url} trail axis ${axis}: metadata ${actual[axis]} vs re-measured ${nearest[axis].toFixed(6)}`,
-      );
-    });
+test('every aircraft layer takes its model and scale from the fleet set, no layer scale of its own', () => {
+  for (const file of AIRCRAFT_LAYERS) {
+    const source = fs.readFileSync(path.join(ROOT, file), 'utf8');
+    assert.match(source, /\baircraftLayerModelSpec\b/, `${file}: models come from aircraftLayerModelSpec`);
+    assert.match(source, /\bcreateFleetModel\(/, `${file}: models are built from the loaded fleet set`);
+    assert.doesNotMatch(source, /\bMODEL_SCALE\b|CLASS_SCALE_3D|\.glb['"]/, `${file}: no layer-owned model scale or asset`);
   }
 });
 
@@ -621,60 +88,46 @@ test('every approved aircraft model has a trail anchor on its real aft-belly hul
 //
 // A flat 1-D rig stands in for the world here: the model centre at the origin,
 // the aft-belly anchor at its own measured station, and the last body point
-// swept out along +x. That is exactly the geometry the guard reasons about —
-// two distances from one centre — so the arithmetic under test is the shipped
-// arithmetic, with no transform chain in the way (that is the pin below).
-const TRAIL_RIG_URLS = new Set([
-  ...Object.keys(MODEL_VISUAL_CENTER_NATIVE),
-  ...Object.values(CLASS_MODEL_REAL).map((spec) => spec.url),
-]);
+// swept out along +x.
+const TRAIL_RIG_MODELS = Object.keys(FLEET_TRAIL_ANCHORS);
 const trailRigAt = (d) => ({ x: d, y: 0, z: 0 });
 const trailRigCentre = trailRigAt(0);
 /** The rig's world anchor: the model's own measured attachment point, laid out
- *  aft (+x) and below (y) exactly as far as it really sits from the centre. */
-function trailRigAnchor(url) {
-  const native = trailAnchorForModel(url);
+ *  aft (+x) and vertically exactly as far as it really sits from the centre. */
+function trailRigAnchor(name) {
+  const native = FLEET_TRAIL_ANCHORS[name];
   return { x: native[0] || 0, y: native[1] || 0, z: 0 };
 }
-/** Visible length of the head segment the guard would have drawn, in metres.
- *  Zero means nothing is drawn — which is the answer the whole guard exists for. */
+function trailRigEnvelope(name) {
+  const { min, max } = set.catalog[name];
+  return Math.hypot(max[0] - min[0], max[1] - min[1], max[2] - min[2]) / 2;
+}
+/** Visible length of the head segment the guard would have drawn, in metres. */
 function drawnHeadLength(start, anchor, centre, envelope) {
   const from = trailHeadStart(start, anchor, centre, envelope, { x: 0, y: 0, z: 0 });
   if (!from) return 0;
   return Math.hypot(from.x - anchor.x, from.y - anchor.y, from.z - anchor.z);
 }
+// The review's repro, in the numbers it used: an airliner of 34.41 m envelope
+// whose aft-belly anchor sits 24.09 m aft and 2.22 m down.
+const AIRLINER_ENVELOPE = 34.41;
+const AIRLINER_ANCHOR = { x: 24.0879, y: -2.2163, z: 0 };
 
 test('a stationary contact draws no trail head, and a moving one draws all of it', () => {
-  for (const url of TRAIL_RIG_URLS) {
-    const envelope = nativeBoundingRadius(path.join(ROOT, 'public', url));
-    const anchor = trailRigAnchor(url);
-    // Parked: the last body point is where the aircraft is. Nothing at all —
-    // not a short segment, not a degenerate one. Nothing.
+  for (const name of TRAIL_RIG_MODELS) {
+    const envelope = trailRigEnvelope(name);
+    const anchor = trailRigAnchor(name);
     assert.equal(
       trailHeadStart(trailRigCentre, anchor, trailRigCentre, envelope, { x: 0, y: 0, z: 0 }), null,
-      `${url}: a parked contact's head segment is the anchor offset, not motion, ` +
-      `and must not be drawn (envelope ${envelope.toFixed(2)} m)`,
+      `${name}: a parked contact's head segment must not be drawn (envelope ${envelope.toFixed(2)} m)`,
     );
-    // Still nothing while the last body point is no further out than the
-    // anchor's own station: every millimetre of that segment would be drawn
-    // FORWARD of the attachment point, into the fuselage.
     const station = Math.hypot(anchor.x, anchor.y, anchor.z);
     assert.equal(drawnHeadLength(trailRigAt(station * 0.5), anchor, trailRigCentre, envelope), 0,
-      `${url}: a segment that would run forward of its own anchor draws nothing`);
-    // At and past the envelope the segment is real and must be drawn IN FULL so
-    // it reaches the hull — the failure mode clipping introduced. Referentially
-    // the caller's own start point, so a contact that has cleared its own size
-    // is bit-for-bit what the containment rule drew.
+      `${name}: a segment that would run forward of its own anchor draws nothing`);
     const clear = trailRigAt(envelope * 1.01);
     assert.equal(trailHeadStart(clear, anchor, trailRigCentre, envelope, { x: 0, y: 0, z: 0 }), clear,
-      `${url}: once the contact clears its own envelope the whole head must draw`);
+      `${name}: once the contact clears its own envelope the whole head must draw`);
   }
-
-  // The review's repro: airplane.glb, a prior fix 58 m aft of a 34.41 m
-  // envelope. The old length test suppressed this entirely; ~23.6 m of it is in
-  // open air, so it must draw.
-  const airliner = nativeBoundingRadius(path.join(ROOT, 'public', '/models/airplane.glb'));
-  const anchor = trailRigAnchor('/models/airplane.glb');
   for (const [d, why] of [
     [58, 'a fix 58 m aft is well outside the envelope and its segment must be drawn'],
     [7500, 'a jet covers ~7.5 km between fixes — that trail must never be shortened'],
@@ -682,34 +135,22 @@ test('a stationary contact draws no trail head, and a moving one draws all of it
   ]) {
     const start = trailRigAt(d);
     assert.equal(
-      trailHeadStart(start, anchor, trailRigCentre, airliner, { x: 0, y: 0, z: 0 }), start, why,
+      trailHeadStart(start, AIRLINER_ANCHOR, trailRigCentre, AIRLINER_ENVELOPE, { x: 0, y: 0, z: 0 }), start, why,
     );
   }
-  // No model drawing (billboard owns the visual): nothing to cut through.
   const loose = trailRigAt(5);
-  assert.equal(trailHeadStart(loose, anchor, null, 0, { x: 0, y: 0, z: 0 }), loose,
+  assert.equal(trailHeadStart(loose, AIRLINER_ANCHOR, null, 0, { x: 0, y: 0, z: 0 }), loose,
     'with no model envelope the whole segment always draws');
 });
 
-// THE PIN FOR THE BOUNDARY FLASH.
-//
-// The containment rule this replaces was BINARY, and a binary rule at
-// airplane.glb's 34.41 m envelope is a 10.33 m flash: a start at 34.40 m drew
-// nothing, a start at 34.42 m drew the entire segment, and a contact whose next
-// fix landed back inside dropped it again. Two centimetres of travel cannot
-// change ten metres of what the operator sees, and the pin the round shipped
-// with could not catch it because it only ever asked static questions.
-//
-// So this asks the continuity question directly: sweep the start out through
-// the boundary in small steps and require the VISIBLE LENGTH to move by no more
-// than the step allows. The bound is 3x the step — the drawn length is at worst
-// the segment's own growth (1:1 with the step) plus the reveal sliding across a
-// shell that is never shorter than the segment it reveals, so 3 is a ceiling
-// with room, and it is nowhere near the 10.33 m the boolean produced.
+// The containment rule trailHeadStart replaced was BINARY: at a 34.41 m
+// envelope a start at 34.40 m drew nothing and one at 34.42 m the whole
+// 10.33 m segment. Sweep the start out through the boundary in small steps and
+// require the VISIBLE LENGTH to move by no more than the step allows.
 test('the trail head grows continuously across the envelope, never in one step', () => {
-  for (const url of TRAIL_RIG_URLS) {
-    const envelope = nativeBoundingRadius(path.join(ROOT, 'public', url));
-    const anchor = trailRigAnchor(url);
+  for (const name of TRAIL_RIG_MODELS) {
+    const envelope = trailRigEnvelope(name);
+    const anchor = trailRigAnchor(name);
     const step = envelope / 400;
     let previous = 0;
     for (let d = 0; d <= envelope * 1.5; d += step) {
@@ -717,74 +158,55 @@ test('the trail head grows continuously across the envelope, never in one step',
       const length = drawnHeadLength(start, anchor, trailRigCentre, envelope);
       assert.ok(
         length - previous <= step * 3 + 1e-9 && previous - length <= step * 3 + 1e-9,
-        `${url}: the head jumped ${Math.abs(length - previous).toFixed(3)} m across a ` +
-        `${step.toFixed(3)} m step at ${d.toFixed(3)} m — that is the flash, not motion`,
+        `${name}: the head jumped ${Math.abs(length - previous).toFixed(3)} m across a ` +
+        `${step.toFixed(3)} m step at ${d.toFixed(3)} m`,
       );
-      // Never longer than the segment actually being drawn: the guard only ever
-      // takes trail away from the START, and only ever from inside the envelope.
       const full = Math.hypot(start.x - anchor.x, start.y - anchor.y, start.z - anchor.z);
       assert.ok(length <= full + 1e-9,
-        `${url}: drew ${length.toFixed(3)} m of a ${full.toFixed(3)} m segment at ${d.toFixed(3)} m`);
+        `${name}: drew ${length.toFixed(3)} m of a ${full.toFixed(3)} m segment at ${d.toFixed(3)} m`);
       previous = length;
     }
   }
-
-  // The exact repro, in the numbers the review used.
-  const airliner = nativeBoundingRadius(path.join(ROOT, 'public', '/models/airplane.glb'));
-  const anchor = trailRigAnchor('/models/airplane.glb');
-  const inside = drawnHeadLength(trailRigAt(34.40), anchor, trailRigCentre, airliner);
-  const outside = drawnHeadLength(trailRigAt(34.42), anchor, trailRigCentre, airliner);
+  const inside = drawnHeadLength(trailRigAt(34.40), AIRLINER_ANCHOR, trailRigCentre, AIRLINER_ENVELOPE);
+  const outside = drawnHeadLength(trailRigAt(34.42), AIRLINER_ANCHOR, trailRigCentre, AIRLINER_ENVELOPE);
   assert.ok(outside > 10, `the segment 34.42 m aft is ~10.3 m long and must draw (${outside})`);
   assert.ok(Math.abs(outside - inside) < 0.1,
-    'crossing the 34.41 m envelope by 2 cm must change the trail by centimetres, ' +
-    `not by the whole ${outside.toFixed(2)} m segment (moved ${Math.abs(outside - inside).toFixed(3)} m)`);
-
-  // And the flap: a contact whose fixes cross back and forth over the boundary
-  // must not strobe the whole segment on and off. Each visit draws essentially
-  // the same partial length as the last.
+    `crossing the envelope by 2 cm moved the trail ${Math.abs(outside - inside).toFixed(3)} m`);
   const flap = [34.40, 34.42, 34.40, 34.43, 34.39].map(
-    (d) => drawnHeadLength(trailRigAt(d), anchor, trailRigCentre, airliner));
-  const spread = Math.max(...flap) - Math.min(...flap);
-  assert.ok(spread < 0.1,
-    `an in/out/in flap across the boundary moved the trail ${spread.toFixed(3)} m — ` +
-    'the boolean rule moved the whole segment, and that is what the operator saw');
-  assert.ok(Math.min(...flap) > 10,
-    'every visit in that flap is a real ~10 m segment: the inside ones are partial, not absent');
+    (d) => drawnHeadLength(trailRigAt(d), AIRLINER_ANCHOR, trailRigCentre, AIRLINER_ENVELOPE));
+  assert.ok(Math.max(...flap) - Math.min(...flap) < 0.1, 'an in/out/in flap must not strobe the trail');
+  assert.ok(Math.min(...flap) > 10, 'every visit in that flap is a real ~10 m segment');
 });
 
-// THE PIN THAT WOULD HAVE CAUGHT THE 2026-08-23 FIELD REGRESSION.
-//
 // The anchor is expressed in the model's own axes, and it only lands where it
 // is meant to if it rides the SAME transform chain Cesium renders the model
-// with. It did not: the table was stored after a single glTF Y-up -> Z-up step
-// and multiplied straight by `modelMatrix`, which is half of Cesium's
-// correction (the `fromGltfAsync` defaults also apply Z_UP_TO_X_UP). The
-// aircraft's longitudinal axis is raw glTF X, so the aft offset landed on the
-// RENDERED model's LATERAL axis — a 90-degree error that `modelMatrix`'s
-// heading then rotated into world space, putting the trail out to one side and
-// flipping which side as the course changed.
-//
-// A single-heading harness cannot catch this, which is exactly how it reached
-// the owner: at one heading a wrongly-framed offset can coincidentally point
-// aft. So this sweeps headings and every shipped asset, and asserts the
-// property directly — the anchor lies in the model's longitudinal/vertical
-// plane, with NO lateral component.
-//
-// The mock carries a NON-IDENTITY `sceneGraph.components.transform`, because
-// the chain has a third link and a mock without one cannot tell whether the
-// code reads it: Cesium renders `modelMatrix x components.transform x
-// axisCorrection`, and an asset with a baked root transform has to ride all
-// three. A scale and an offset ALONG the model's own axes is the strongest
-// choice the property survives — it changes both numbers the pin asserts
-// (identity would leave them at the raw table values, which is the answer a
-// dropped link also gives) while leaving lateral zero, which is the regression.
+// with (`modelMatrix x components.transform x axisCorrection`). A table stored
+// after half of Cesium's axis correction once put the aft offset on the
+// rendered model's LATERAL axis — invisible at a single heading. So this sweeps
+// headings and every fleet anchor, and asserts the anchor lies in the model's
+// longitudinal/vertical plane, aft and at its own height. The mock carries a
+// NON-IDENTITY root transform so a dropped link in the chain fails too.
 const TRAIL_ROOT_SCALE = 2;
 const TRAIL_ROOT_OFFSET = Object.freeze({ lengthwise: 5, vertical: -1 });
+function headingAxes(origin, headingDeg) {
+  const enu = Cesium.Transforms.eastNorthUpToFixedFrame(origin, Cesium.Ellipsoid.WGS84, new Cesium.Matrix4());
+  const axis = (i) => {
+    const c = Cesium.Matrix4.getColumn(enu, i, new Cesium.Cartesian4());
+    return Cesium.Cartesian3.normalize(new Cesium.Cartesian3(c.x, c.y, c.z), new Cesium.Cartesian3());
+  };
+  const east = axis(0); const north = axis(1); const vertical = axis(2);
+  const rad = Cesium.Math.toRadians(headingDeg);
+  const lengthwise = Cesium.Cartesian3.normalize(Cesium.Cartesian3.add(
+    Cesium.Cartesian3.multiplyByScalar(north, Math.cos(rad), new Cesium.Cartesian3()),
+    Cesium.Cartesian3.multiplyByScalar(east, Math.sin(rad), new Cesium.Cartesian3()),
+    new Cesium.Cartesian3()), new Cesium.Cartesian3());
+  const lateral = Cesium.Cartesian3.normalize(
+    Cesium.Cartesian3.cross(lengthwise, vertical, new Cesium.Cartesian3()), new Cesium.Cartesian3());
+  return { lengthwise, vertical, lateral };
+}
+
 test('the trail anchor rides the rendered longitudinal axis at every heading', () => {
   const position = Cesium.Cartesian3.fromDegrees(-97.7, 30.2, 3000);
-  const sub = (a, b) => Cesium.Cartesian3.subtract(a, b, new Cesium.Cartesian3());
-  // Cesium-model-local: x is lateral, y lengthwise, z vertical once the axis
-  // correction has mapped raw glTF [x, y, z] -> [z, x, y].
   const rootTransform = Cesium.Matrix4.fromTranslationQuaternionRotationScale(
     new Cesium.Cartesian3(0, TRAIL_ROOT_OFFSET.lengthwise, TRAIL_ROOT_OFFSET.vertical),
     Cesium.Quaternion.IDENTITY,
@@ -796,133 +218,73 @@ test('the trail anchor rides the rendered longitudinal axis at every heading', (
     const modelMatrix = Cesium.Transforms.headingPitchRollToFixedFrame(
       position, hpr, Cesium.Ellipsoid.WGS84, undefined, new Cesium.Matrix4(),
     );
-    for (const [url, anchor] of Object.entries(MODEL_TRAIL_ANCHOR_NATIVE)) {
+    const origin = Cesium.Matrix4.getTranslation(modelMatrix, new Cesium.Cartesian3());
+    const { lengthwise, vertical, lateral } = headingAxes(origin, headingDeg);
+    for (const [name, anchor] of Object.entries(FLEET_TRAIL_ANCHORS)) {
       const model = {
         modelMatrix,
         computedScale: 1,
         sceneGraph: { components: { transform: rootTransform } },
       };
-      const origin = Cesium.Matrix4.getTranslation(modelMatrix, new Cesium.Cartesian3());
       const world = modelAnchorWorld(model, anchor, new Cesium.Cartesian3());
-      // Reference axes derived INDEPENDENTLY, from the ENU frame and the same
-      // heading the matrix was built with — deliberately NOT through
-      // modelAnchorWorld. Taking them through the function under test makes the
-      // check self-consistent: a wrong transform rotates the anchor and the
-      // reference frame together and the lateral component stays zero, which is
-      // how the first version of this pin passed against the very bug it was
-      // written for.
-      const enu = Cesium.Transforms.eastNorthUpToFixedFrame(origin, Cesium.Ellipsoid.WGS84, new Cesium.Matrix4());
-      const axis = (i) => {
-        const c = Cesium.Matrix4.getColumn(enu, i, new Cesium.Cartesian4());
-        return Cesium.Cartesian3.normalize(new Cesium.Cartesian3(c.x, c.y, c.z), new Cesium.Cartesian3());
-      };
-      const east = axis(0); const north = axis(1); const vertical = axis(2);
-      const rad = Cesium.Math.toRadians(headingDeg);
-      const lengthwise = Cesium.Cartesian3.normalize(Cesium.Cartesian3.add(
-        Cesium.Cartesian3.multiplyByScalar(north, Math.cos(rad), new Cesium.Cartesian3()),
-        Cesium.Cartesian3.multiplyByScalar(east, Math.sin(rad), new Cesium.Cartesian3()),
-        new Cesium.Cartesian3()), new Cesium.Cartesian3());
-      const lateral = Cesium.Cartesian3.normalize(
-        Cesium.Cartesian3.cross(lengthwise, vertical, new Cesium.Cartesian3()), new Cesium.Cartesian3());
-      const offset = sub(world, origin);
+      const offset = Cesium.Cartesian3.subtract(world, origin, new Cesium.Cartesian3());
+      const where = `${name} @ heading ${headingDeg}`;
+      const side = Cesium.Cartesian3.dot(offset, lateral);
+      assert.ok(Math.abs(side) < 1e-4, `${where}: the anchor must have NO lateral component (got ${side.toFixed(4)} m)`);
       const along = Cesium.Cartesian3.dot(offset, lengthwise);
       const up = Cesium.Cartesian3.dot(offset, vertical);
-      const side = Cesium.Cartesian3.dot(offset, lateral);
-      const where = `${url} @ heading ${headingDeg}`;
-      // The anchor must lie in the vertical plane through the heading. The
-      // regression put the whole longitudinal offset on THIS axis.
-      assert.ok(Math.abs(side) < 1e-4,
-        `${where}: the anchor must have NO lateral component (got ${side.toFixed(4)} m) — ` +
-        'a sideways offset is the field regression, and it is invisible at a single heading');
-      // SIGNED, not magnitudes. An `abs()` on both sides passes an anchor that
-      // landed on the nose instead of the tail, or on the roof instead of the
-      // belly — which are the two directions the table exists to fix. The
-      // expected values carry the root transform, so a dropped `components`
-      // link fails here rather than quietly rendering the raw table value.
       const expectedAlong = anchor[0] * TRAIL_ROOT_SCALE + TRAIL_ROOT_OFFSET.lengthwise;
       const expectedUp = anchor[1] * TRAIL_ROOT_SCALE + TRAIL_ROOT_OFFSET.vertical;
       assert.ok(Math.abs(along - expectedAlong) < 1e-4,
-        `${where}: the longitudinal offset must land AFT along the heading ` +
-        `(${along.toFixed(4)} vs ${expectedAlong.toFixed(4)})`);
+        `${where}: longitudinal offset ${along.toFixed(4)} vs ${expectedAlong.toFixed(4)}`);
       assert.ok(Math.abs(up - expectedUp) < 1e-4,
-        `${where}: the belly offset must land BELOW on the vertical axis ` +
-        `(${up.toFixed(4)} vs ${expectedUp.toFixed(4)})`);
+        `${where}: vertical offset ${up.toFixed(4)} vs ${expectedUp.toFixed(4)}`);
     }
   }
 });
 
-// A helicopter is in the sweep above by asset, but the field report also had a
-// hovering H60 whose course is ill-defined. The anchor must not depend on the
-// contact having a meaningful heading — it is a model-space offset, so an
-// arbitrary heading still puts it aft of the hull.
+// A hovering helicopter's course is ill-defined. The anchor is a model-space
+// offset, so an arbitrary heading still puts it on the hull's centreline.
 test('a hovering rotorcraft anchors aft of its own hull, whatever its heading', () => {
   const position = Cesium.Cartesian3.fromDegrees(-97.7, 30.2, 300);
-  const anchor = MODEL_TRAIL_ANCHOR_NATIVE['/models/bell206.glb'];
+  const spec = aircraftModelSpec(set, { typeCode: 'H60' });
+  const anchor = spec.trailAnchorNative;
+  assert.ok(anchor[0] > 0, 'the rotorcraft anchor sits aft');
   for (const headingDeg of [0, 137.5, 271.9]) {
     const hpr = new Cesium.HeadingPitchRoll(Cesium.Math.toRadians(headingDeg), 0, 0);
     const model = {
       modelMatrix: Cesium.Transforms.headingPitchRollToFixedFrame(
         position, hpr, Cesium.Ellipsoid.WGS84, undefined, new Cesium.Matrix4()),
-      computedScale: 1,
+      computedScale: spec.scale,
     };
     const origin = Cesium.Matrix4.getTranslation(model.modelMatrix, new Cesium.Cartesian3());
     const world = modelAnchorWorld(model, anchor, new Cesium.Cartesian3());
-    const enu = Cesium.Transforms.eastNorthUpToFixedFrame(origin, Cesium.Ellipsoid.WGS84, new Cesium.Matrix4());
-    const ax = (i) => {
-      const c = Cesium.Matrix4.getColumn(enu, i, new Cesium.Cartesian4());
-      return Cesium.Cartesian3.normalize(new Cesium.Cartesian3(c.x, c.y, c.z), new Cesium.Cartesian3());
-    };
-    const rad = Cesium.Math.toRadians(headingDeg);
-    const fwd = Cesium.Cartesian3.normalize(Cesium.Cartesian3.add(
-      Cesium.Cartesian3.multiplyByScalar(ax(1), Math.cos(rad), new Cesium.Cartesian3()),
-      Cesium.Cartesian3.multiplyByScalar(ax(0), Math.sin(rad), new Cesium.Cartesian3()),
-      new Cesium.Cartesian3()), new Cesium.Cartesian3());
-    const lateral = Cesium.Cartesian3.normalize(
-      Cesium.Cartesian3.cross(fwd, ax(2), new Cesium.Cartesian3()), new Cesium.Cartesian3());
+    const { lateral } = headingAxes(origin, headingDeg);
     const side = Cesium.Cartesian3.dot(
       Cesium.Cartesian3.subtract(world, origin, new Cesium.Cartesian3()), lateral);
     assert.ok(Math.abs(side) < 1e-4,
-      `bell206 @ heading ${headingDeg}: hovering rotorcraft anchor drifted sideways by ${side.toFixed(4)} m`);
+      `${spec.model} @ heading ${headingDeg}: hovering rotorcraft anchor drifted sideways by ${side.toFixed(4)} m`);
   }
 });
 
-test('legacy aircraft GLBs keep scale and orientation baked with no node transforms', () => {
-  for (const url of Object.keys(MODEL_VISUAL_CENTER_NATIVE)) {
-    const file = path.join(ROOT, 'public', url);
-    const gltf = glbJson(file);
-    for (const node of gltf.nodes || []) {
-      assert.equal(node.matrix, undefined, `${url}: ${node.name || 'node'} has an unapplied matrix`);
-      assert.equal(node.translation, undefined, `${url}: ${node.name || 'node'} has unapplied translation`);
-      assert.equal(node.rotation, undefined, `${url}: ${node.name || 'node'} has unapplied rotation`);
-      assert.equal(node.scale, undefined, `${url}: ${node.name || 'node'} has unapplied scale`);
-    }
-    const { min, max } = nativeBounds(file);
-    const extents = max.map((value, axis) => value - min[axis]);
-    assert.ok(
-      extents[1] < extents[0] && extents[1] < extents[2],
-      `${url}: glTF +Y must remain the short vertical axis; got ${extents.map((v) => v.toFixed(2)).join(' × ')}`,
-    );
-  }
-});
-
-test('real per-class models remain origin-centred for visual anchoring', () => {
-  for (const spec of Object.values(CLASS_MODEL_REAL)) {
-    const center = nativeVisualCenter(path.join(ROOT, 'public', spec.url));
-    const maxOffset = Math.max(...center.map(Math.abs));
-    assert.ok(
-      maxOffset <= 0.001,
-      `${spec.url}: visual centre ${center.map((v) => v.toFixed(4)).join(', ')} ` +
-      'must stay at the origin or receive explicit modelVisualAnchor metadata',
-    );
-  }
-});
+function normalBillboardScaleByDistance(sourceFile) {
+  const src = readLayerSource(path.join(ROOT, sourceFile));
+  const fn = src.match(/function (?:parts\.\w+\.)?_normalBillboardScaleByDistance\(\) \{([\s\S]*?)\n\}/);
+  assert.ok(fn, `${sourceFile}: _normalBillboardScaleByDistance not found`);
+  const scalar = fn[1].match(/NearFarScalar\((\d+), ([\d.]+), (\d+), ([\d.]+)\)/);
+  assert.ok(scalar, `${sourceFile}: billboard NearFarScalar not found`);
+  return scalar.slice(1).map(Number);
+}
 
 test('civilian and military globe-view aircraft retain the established 3.0 near scale and 0.5 floor', () => {
-  for (const layer of LAYERS) {
+  for (const [name, source] of [
+    ['flights', 'src/data/flights.js'],
+    ['military', 'src/data/militaryFlights.js'],
+  ]) {
     assert.deepEqual(
-      normalBillboardScaleByDistance(layer.source),
+      normalBillboardScaleByDistance(source),
       [1000, 3, 8000000, 0.5],
-      `${layer.name}: owner-established close sizing and the orbital floor must remain readable`,
+      `${name}: owner-established close sizing and the orbital floor must remain readable`,
     );
   }
 });
diff --git a/src/data/modelVisualAnchor.js b/src/data/modelVisualAnchor.js
index 733cd5049..6659fda8f 100644
--- a/src/data/modelVisualAnchor.js
+++ b/src/data/modelVisualAnchor.js
@@ -1,74 +1,15 @@
 import * as Cesium from 'cesium';
+
 /**
- * Model-space visual centres measured from the shipped GLBs' scene-space AABBs.
+ * Model-space anchors on the aircraft layers' fleet models: where brackets
+ * and readouts sit (a model's visual centre) and where a tracked trail
+ * attaches (its aft-belly point, measured per model in fleetTrailAnchors.js
+ * and handed to the layers with each model's spec by fleetModels.js).
  *
- * glTF stores these assets Y-up. Cesium's model frame is Z-up, so a glTF
- * centre `[x, y, z]` becomes `[x, -z, y]` before the layer's ENU modelMatrix
- * is applied. Values remain in native model units; callers supply the Model's
+ * Values are native model units in raw glTF axes; callers supply the Model's
  * effective rendered `computedScale` because Cesium does not bake it into
  * modelMatrix and may raise it above `scale` to satisfy minimumPixelSize.
  */
-const CENTERED_MODEL = Object.freeze([0, 0, 0]);
-
-export const MODEL_VISUAL_CENTER_NATIVE = Object.freeze({
-  '/models/airplane.glb': CENTERED_MODEL,
-  '/models/jet.glb': CENTERED_MODEL,
-});
-
-/**
- * Aft-belly trail attachment points, measured on each approved model's actual
- * MESH SURFACE. Every bundled asset is baked to one convention (see
- * aircraftClass.js): origin at the bbox centre, X = length with the NOSE at
- * local −X, glTF Y = up (Cesium-local Z here).
- *
- * Each value is the point of the hull's CENTRELINE PROFILE (the y = 0 slice of
- * the mesh) closest to that model's aft-belly AABB corner. Three things follow
- * from that construction, and each is asserted rather than described in
- * modelScale.test.mjs:
- *
- *   ON THE HULL. This is the correction that matters. The previous round put
- *       the anchor ON the AABB corner itself, reasoning that an anchor aft of
- *       every vertex makes non-intersection geometric. It does — but an AABB
- *       corner is EMPTY SPACE, and on these airframes it is a long way from
- *       any of them: 4.80 m out for airplane.glb and 6.14 m for jet.glb in
- *       native units, which at the 450 m framing is a visible gap between the
- *       aircraft and the end of its own trail. The trail must terminate on the
- *       aeroplane, so the anchor is a surface point.
- *
- *   AFT. The head segment is drawn from a point behind the aircraft to this
- *       anchor, so an anchor near the middle makes the segment enter at the
- *       tail and stop mid-fuselage — a line drawn through the airframe. These
- *       sit at 83–96 % of each model's aft extreme, on the aft-most hull the
- *       centreline has.
- *
- *   BELOW. Nothing of the aircraft is lower than the anchor at or behind its
- *       own station, so the trail leaves from underneath the way a wake does
- *       rather than out of the roof. On most assets that is a frank belly
- *       point; on jet.glb the aft centreline profile has swept up into the
- *       tail cone by then, so the anchor sits just above the model's vertical
- *       centre (+0.13 native on a 5.63 m half-height) at the exhaust — which
- *       is where a fast jet's wake leaves it anyway.
- *
- * Y stays on the centreline — the profile is sliced at y = 0 rather than taking
- * the nearest surface point in the round — so the attachment cannot drift
- * screen-left or screen-right as the aircraft turns. (The unconstrained nearest
- * point would put jet.glb's anchor 1.29 m off-axis.) Values are native model
- * units; callers scale them by Cesium's effective `computedScale`.
- *
- * Locked against the shipped GLBs by modelScale.test.mjs, which re-reads the
- * POSITION buffers and re-derives every property above — re-measure, never
- * re-guess, when an asset changes.
- */
-export const MODEL_TRAIL_ANCHOR_NATIVE = Object.freeze({
-  '/models/airplane.glb': Object.freeze([24.0879, -2.2163, 0]),
-  '/models/jet.glb': Object.freeze([18.9103, 0.1266, 0]),
-  '/models/bell206.glb': Object.freeze([5.2077, -0.0005, 0]),
-  '/models/c172.glb': Object.freeze([3.6816, -0.2425, 0]),
-  '/models/citation2.glb': Object.freeze([6.8804, -0.6136, 0]),
-  '/models/mq9.glb': Object.freeze([5.1951, -1.1516, 0]),
-  '/models/b789.glb': Object.freeze([30.1007, -3.4814, 0]),
-  '/models/atr72.glb': Object.freeze([12.9785, -1.2935, 0]),
-});
 
 /** @constant Cesium's OWN axis correction for a glTF loaded with the
  *  `Model.fromGltfAsync` defaults (upAxis Y, forwardAxis Z), assembled from its
@@ -134,27 +75,6 @@ export function modelAnchorWorld(model, nativeAnchor, result) {
   return Cesium.Matrix4.multiplyByPoint(_chainScratch, _anchorScratch, result);
 }
 
-/**
- * Return the model-local visual centre for an approved bundled GLB.
- * Assets absent from the table were audited as origin-centred.
- * @param {string} url Bundled model URL.
- * @returns {readonly number[]} Cesium-local `[x, y, z]` native-unit offset.
- */
-export function visualCenterForModel(url) {
-  return MODEL_VISUAL_CENTER_NATIVE[url] || CENTERED_MODEL;
-}
-
-/**
- * Return the model-local aft-belly attachment point for a tracked trail.
- * Unknown future assets safely fall back to their visual centre until their
- * geometry is measured and added to the table.
- * @param {string} url Bundled model URL.
- * @returns {readonly number[]} Cesium-local `[x, y, z]` native-unit offset.
- */
-export function trailAnchorForModel(url) {
-  return MODEL_TRAIL_ANCHOR_NATIVE[url] || visualCenterForModel(url);
-}
-
 /**
  * Where a trail head segment should START being drawn: the whole segment, a
  * shortened piece of it, or nothing at all.
@@ -171,7 +91,7 @@ export function trailAnchorForModel(url) {
  * mistake matters:
  *
  *  - Testing segment LENGTH against the radius hid real trail. With
- *    `airplane.glb`'s 34.41 m radius and 24.09 m tail anchor, a prior fix 58 m
+ *    an airliner model's 34.41 m radius and 24.09 m tail anchor, a prior fix 58 m
  *    aft gives a 33.98 m segment — under the radius, so suppressed — even
  *    though ~23.6 m of it is in open air behind the aircraft. It also made the
  *    whole segment pop in at once on crossing ~58.4 m.
diff --git a/src/data/trackedModelRegime.test.mjs b/src/data/trackedModelRegime.test.mjs
index 17fec219d..e673775cd 100644
--- a/src/data/trackedModelRegime.test.mjs
+++ b/src/data/trackedModelRegime.test.mjs
@@ -45,6 +45,18 @@ import militaryFlightsLayer, {
 } from './militaryFlights.js';
 import { clearTr3bRegistry, setTr3b } from './tr3bRegistry.js';
 import { reportMeshFloorCell, _clearMeshFloorCellsForTest } from './groundFloor.js';
+import { loadFleetModelSet } from './fleetModels.js';
+import { aircraftLayerModelSpec } from '../layers/flights/modelSpec.js';
+import { fetchPublicFile } from '../testSupport/fleetGlb.mjs';
+
+// The layers draw only once the fleet model set has loaded; load it from disk.
+// Model creation itself is stubbed per test through Cesium.Model.fromGltfAsync.
+const _silentInfo = console.info;
+console.info = () => {};
+await loadFleetModelSet({ fetchImpl: fetchPublicFile });
+console.info = _silentInfo;
+const FLIGHTS_META = Object.freeze({ typeCode: 'A320', klass: 'airliner' });
+const MILITARY_META = Object.freeze({ typeCode: 'F16', klass: 'fastjet' });
 
 // Sample altitudes are expressed RELATIVE to the band rather than as absolute
 // offsets. The thresholds have already been retuned once (1_000_000 → 150_000
@@ -201,7 +213,8 @@ const LAYERS = [
     driveFleetModel: flightsDriveFleetModel,
     ensureFleetModel: flightsEnsureFleetModel,
     trackedBillboardColor: flightsTrackedBillboardColor,
-    bellyM: 6.719,
+    /** How far a grounded A320 stands its origin above the ground (scaled wheel clearance). */
+    bellyM: aircraftLayerModelSpec(FLIGHTS_META).bellyM,
     seed({ viewer, tracked = true, icao24 = ICAO, modelCollection = null, onGround = false, models = [] }) {
       const billboard = contactBillboard();
       _setTrackedFlightRefreshStateForTest({
@@ -213,7 +226,7 @@ const LAYERS = [
         tracked,
         models,
         modelCollection,
-        meta: { callsign: 'TEST123 ', altitude: 10_668, klass: 'airliner', onGround },
+        meta: { callsign: 'TEST123 ', altitude: 10_668, ...FLIGHTS_META, onGround },
       });
       return billboard;
     },
@@ -226,7 +239,7 @@ const LAYERS = [
     driveFleetModel: militaryDriveFleetModel,
     ensureFleetModel: militaryEnsureFleetModel,
     trackedBillboardColor: militaryTrackedBillboardColor,
-    bellyM: 5.631 * 0.8,
+    bellyM: aircraftLayerModelSpec(MILITARY_META).bellyM,
     seed({ viewer, tracked = true, icao24 = ICAO, modelCollection = null, onGround = false, models = [] }) {
       const billboard = contactBillboard();
       _setTrackedMilitaryRefreshStateForTest({
@@ -238,7 +251,7 @@ const LAYERS = [
         tracked,
         models,
         modelCollection,
-        meta: { callsign: 'TEST123 ', altitudeFt: 35_000, klass: 'fastjet', onGround },
+        meta: { callsign: 'TEST123 ', altitudeFt: 35_000, ...MILITARY_META, onGround },
       });
       return billboard;
     },
@@ -841,8 +854,8 @@ for (const fixture of LAYERS) {
     Date.now = () => now;
     let attempts = 0;
     const requested = [];
-    Cesium.Model.fromGltfAsync = ({ url }) => {
-      attempts++; requested.push(url);
+    Cesium.Model.fromGltfAsync = ({ basePath }) => {
+      attempts++; requested.push(basePath);
       return Promise.reject(new Error('simulated missing GLB'));
     };
     // The give-up path warns once by design; keep the run's output clean.
diff --git a/src/layers/flights/enrichment.js b/src/layers/flights/enrichment.js
index 1132c36c8..c107239c4 100644
--- a/src/layers/flights/enrichment.js
+++ b/src/layers/flights/enrichment.js
@@ -164,10 +164,10 @@ export function createEnrichment({
             const bb = flightState._billboards.get(icao24);
             if (bb)
               parts.rendering._applyFleetBillboardPresentation(icao24, bb);
-            // Hangar fleet: the class's GLB/scale may have changed — resync the
-            // live model, any in-flight load, and the tracked standalone model.
-            parts.rendering._syncModelToClass(icao24);
           }
+          // The type picks the fleet model and its length — resync the live
+          // model, any in-flight load, and the tracked standalone model.
+          parts.rendering._syncModelToClass(icao24);
         }
         if (icao24 === flightState._trackedIcao && flightState._trackedEntity)
           parts.tracking._updateTrackedLabelModel(icao24);
diff --git a/src/layers/flights/lifecycle.js b/src/layers/flights/lifecycle.js
index adfb11cc4..a435e6793 100644
--- a/src/layers/flights/lifecycle.js
+++ b/src/layers/flights/lifecycle.js
@@ -1,5 +1,5 @@
 import * as Cesium from 'cesium';
-import { PLANE_MODEL_URL } from './policy.js';
+import { loadFleetModelSet } from '../../data/fleetModels.js';
 
 export function createLifecycle({
   flightState,
@@ -53,29 +53,19 @@ export function createLifecycle({
       registerSpriteCollection('flights', flightState._billboardCollection);
       flightState._modelCollection = new Cesium.PrimitiveCollection();
       viewer.scene.primitives.add(flightState._modelCollection);
-      // Warm the glTF cache so the tracked plane's model instantiates instantly when first needed
-      // (keeps the retained instance referenced; never rendered). Captured against this epoch so a
-      // destroy/re-init mid-load doesn't flip the flag for a torn-down lifecycle.
-      if (!flightState._preloadModel) {
+      // Every fleet model loads once, up front, for every layer that draws
+      // them (fleetModels.js), so no model is fetched while the session runs.
+      // Captured against this epoch so a destroy/re-init mid-load doesn't flip
+      // the flag for a torn-down lifecycle.
+      {
         const epoch = flightState._modelEpoch;
-        Cesium.Model.fromGltfAsync({
-          url: resolveAsset(PLANE_MODEL_URL),
-          asynchronous: false,
-        })
-          .then((m) => {
-            if (epoch === flightState._modelEpoch) {
-              flightState._preloadModel = m;
+        loadFleetModelSet({ resolveAsset })
+          .then(() => {
+            if (epoch === flightState._modelEpoch)
               flightState._planeModelLoaded = true;
-            } else {
-              try {
-                m.destroy();
-              } catch {
-                /* gone */
-              }
-            }
           })
           .catch(() => {
-            /* tracked plane just stays a billboard a beat longer */
+            /* aircraft stay billboards */
           });
       }
       flightState._billboards = new Map();
@@ -296,14 +286,6 @@ export function createLifecycle({
       flightState._modelEpoch += 1; // invalidate any in-flight load from this lifecycle (settles post-destroy)
       flightState._modelPending.clear();
       flightState._modelGen.clear();
-      if (flightState._preloadModel) {
-        try {
-          flightState._preloadModel.destroy();
-        } catch {
-          /* gone */
-        }
-        flightState._preloadModel = null;
-      }
       flightState._planeModelLoaded = false;
       flightState._billboards.clear();
       flightState._cullPositions.clear();
diff --git a/src/layers/flights/modelSpec.js b/src/layers/flights/modelSpec.js
index 850433824..f063d8827 100644
--- a/src/layers/flights/modelSpec.js
+++ b/src/layers/flights/modelSpec.js
@@ -1,52 +1,58 @@
-import {
-  CLASS_MODEL_REAL,
-  CLASS_MODEL_URL,
-  CLASS_SCALE_3D,
-} from '../../data/aircraftClass.js';
-import {
-  trailAnchorForModel,
-  visualCenterForModel,
-} from '../../data/modelVisualAnchor.js';
-import {
-  MODEL_BELLY_OFFSET_NATIVE,
-  MODEL_COLOR_BLEND_AMOUNT,
-  MODEL_NATIVE_RADIUS_M,
-  MODEL_SCALE,
-  PLANE_MODEL_URL,
-} from './policy.js';
+import { aircraftModelSpec, fleetModelSet } from '../../data/fleetModels.js';
+import { MODEL_COLOR_BLEND_AMOUNT } from './policy.js';
 
 /**
- * The glTF asset, scale and measured geometry a civil aircraft class renders
- * with. Real per-class GLBs are baked to real-world meters (scale 1, measured
- * belly and radius); classes without one share airplane.glb at the class's
- * 3D scale. Shared by the Flights layer and the Local ADS-B layer so both draw
- * the same model for the same class.
- * @param {string} klass Aircraft class from `classifyAircraft`.
- * @returns {{url:string, scale:number, nativeRadiusM:number, bellyM:number,
- *   blendAmount:number, visualCenterNative:object, trailAnchorNative:object}}
+ * What an aircraft draws with before the fleet model set has loaded: no
+ * model (its billboard stays the visual), with neutral geometry for any
+ * reader that asks.
  */
-export function civilAircraftModelSpec(klass) {
-  const real = CLASS_MODEL_REAL[klass];
-  if (real) {
-    return {
-      url: real.url,
-      scale: 1,
-      nativeRadiusM: real.radiusM,
-      bellyM: real.bellyM,
-      blendAmount: MODEL_COLOR_BLEND_AMOUNT,
-      visualCenterNative: visualCenterForModel(real.url),
-      trailAnchorNative: trailAnchorForModel(real.url),
-    };
-  }
-  const scale = MODEL_SCALE * (CLASS_SCALE_3D[klass] || 1);
-  const url = CLASS_MODEL_URL[klass] || PLANE_MODEL_URL;
-  return {
-    url,
-    scale,
-    nativeRadiusM: MODEL_NATIVE_RADIUS_M,
-    bellyM: MODEL_BELLY_OFFSET_NATIVE * scale,
+export const UNLOADED_AIRCRAFT_MODEL_SPEC = Object.freeze({
+  model: null,
+  url: null,
+  scale: 1,
+  scaleXYZ: Object.freeze([1, 1, 1]),
+  length: 0,
+  nativeRadiusM: 20,
+  clearanceM: 0,
+  bellyM: 0,
+  elevationM: 0,
+  tinted: false,
+  blendAmount: MODEL_COLOR_BLEND_AMOUNT,
+  visualCenterNative: Object.freeze([0, 0, 0]),
+  trailAnchorNative: Object.freeze([0, 0, 0]),
+  key: 'unloaded',
+});
+
+/**
+ * The fleet model, life-size scale and measured geometry an aircraft draws
+ * with, chosen by its ICAO type and emitter category (`fleetModels.js`).
+ * Shared by the Flights, Military Flights and Local ADS-B layers so all three
+ * draw the same model for the same aircraft. `bellyM` is the model's scaled
+ * clearance: how far a grounded aircraft's origin stands above the ground.
+ * @param {{typeCode?: string|null, type?: string|null,
+ *   category?: string|number|null}|null|undefined} aircraft
+ * @param {object|null} [set] The loaded fleet model set.
+ * @returns {object} The spec, or {@link UNLOADED_AIRCRAFT_MODEL_SPEC} before
+ *   the set has loaded.
+ */
+export function aircraftLayerModelSpec(aircraft, set = fleetModelSet()) {
+  if (!set) return UNLOADED_AIRCRAFT_MODEL_SPEC;
+  const spec = aircraftModelSpec(set, {
+    typeCode: aircraft?.typeCode ?? aircraft?.type ?? null,
+    category: aircraft?.category ?? null,
+  });
+  return Object.freeze({
+    ...spec,
+    bellyM: spec.clearanceM,
     blendAmount: MODEL_COLOR_BLEND_AMOUNT,
-    visualCenterNative: visualCenterForModel(url),
-    trailAnchorNative: trailAnchorForModel(url),
-  };
+  });
+}
+
+/**
+ * Cache key of an aircraft's model spec: what selects its model.
+ * @param {object|null|undefined} aircraft
+ * @returns {string}
+ */
+export function aircraftModelSpecCacheKey(aircraft) {
+  return `${aircraft?.typeCode ?? aircraft?.type ?? ''}|${aircraft?.category ?? ''}`;
 }
diff --git a/src/layers/flights/motion.js b/src/layers/flights/motion.js
index 637da2bb6..a0ee22ade 100644
--- a/src/layers/flights/motion.js
+++ b/src/layers/flights/motion.js
@@ -431,7 +431,7 @@ export function createMotion({
     const rangeM = Cesium.Cartesian3.distance(camera.positionWC, position);
     if (parts.rendering._modelOwnsVisual(icao24)) {
       const spec = parts.rendering._modelSpec(
-        flightState.records.data.get(icao24)?.klass,
+        flightState.records.data.get(icao24),
       );
       const scale = trackedModelScaleForPixelCap({
         baseScale: spec.scale,
@@ -614,7 +614,7 @@ export function createMotion({
       parts.rendering._modelOwnsVisual(flightState._trackedIcao)
     ) {
       const spec = parts.rendering._modelSpec(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       return modelVisualAnchor(
         flightState._trackedModel.modelMatrix,
@@ -659,7 +659,7 @@ export function createMotion({
     )
       return 0;
     const spec = parts.rendering._modelSpec(
-      flightState.records.data.get(flightState._trackedIcao)?.klass,
+      flightState.records.data.get(flightState._trackedIcao),
     );
     const scale = Number.isFinite(flightState._trackedModel.computedScale)
       ? flightState._trackedModel.computedScale
@@ -673,7 +673,7 @@ export function createMotion({
       parts.rendering._modelOwnsVisual(flightState._trackedIcao)
     ) {
       const spec = parts.rendering._modelSpec(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       // Through the model's OWN render chain (modelVisualAnchor's hand-rolled
       // half-correction put this offset on the lateral axis — see
diff --git a/src/layers/flights/policy.js b/src/layers/flights/policy.js
index 58d6a86ea..21a559769 100644
--- a/src/layers/flights/policy.js
+++ b/src/layers/flights/policy.js
@@ -39,8 +39,6 @@ export const GROUND_SCALE = 0.8;
 // the slots go to either the nearest planes ('proximity') or every in-view plane ('all'), each
 // backed by a hard cap so a draw-call explosion can't tank the frame (no instancing yet).
 
-export const PLANE_MODEL_URL = '/models/airplane.glb';
-
 export const MODEL_ALT_CEIL_M = 800000;
 // m: below this camera altitude, draw 3D models (raised so it's easy to trigger)
 
@@ -55,10 +53,6 @@ export const TRACKED_MODEL_MIN_PX = 40;
 export const TRACKED_MODEL_MAX_PX = 200;
 // owner-selected close-range tracked-target feel
 
-export const MODEL_NATIVE_RADIUS_M = 34.41;
-
-export const MODEL_SCALE = 1;
-// airplane.glb is transform-applied and baked to real-world meters
 // Per-mode caps. Each model is its own draw call (no instancing yet), so these bound the frame cost.
 
 export const MODEL_MAX = 150;
@@ -90,21 +84,12 @@ export const MODEL_ALL_KEEP_M = 450000;
 // all: KEEP modeled planes out to 450 km
 
 export const MODEL_HEADING_OFFSET_DEG = 180;
-// airplane.glb nose is opposite Cesium heading-0
+// every fleet model is nose -X: opposite Cesium heading 0
 // Owner launch-polish direction: models should read as clean light silhouettes,
-// with only a weak diffuse contribution from the existing approved textures.
+// with only a weak diffuse contribution from the models' own colours.
 
 export const MODEL_COLOR_BLEND_AMOUNT = 0.94;
 
-// Grounded-model belly offset: airplane.glb's centred origin sits 6.719 m ABOVE its
-// lowest vertex (glTF Y-up scene AABB with node transforms applied — same reader as
-// modelScale.test.mjs, measured after its 24× transform bake). × class multiplier ≈ 5.0–9.7 m
-// of lift, so a ground-snapped model rests its lowest geometry (gear/belly) ON the sampled
-// tile skin instead of sinking to the fuselage-centerline origin. Locked against the GLB
-// by modelScale.test.mjs.
-
-export const MODEL_BELLY_OFFSET_NATIVE = 6.719;
-
 export const CYAN_TRANSPARENT = Cesium.Color.CYAN.withAlpha(0);
 
 export const COCKPIT_CONTACT_SIZE_PX = 6;
@@ -203,6 +188,24 @@ export const LANDED_SPEED_MAX_MPS = 23;
 
 export const FLEET_DR_INTERVAL_MS = 80;
 
+/**
+ * The icon-to-model rules the aircraft layers follow, as the Vessels, Transit
+ * and Rail layers take them (`createFleetModelLayer`): the same altitude
+ * ceiling, minimum pixel size, proximity/all caps, add/keep radii and
+ * eligibility cadence, so every layer turns icons into models at one distance.
+ */
+export const FLEET_MODEL_POLICY = Object.freeze({
+  altitudeCeilingM: MODEL_ALT_CEIL_M,
+  minimumPixelSize: MODEL_MIN_PX,
+  cap: MODEL_MAX,
+  capAll: MODEL_MAX_ALL,
+  addM: MODEL_PROX_ADD_M,
+  addAllM: MODEL_ALL_ADD_M,
+  keepM: MODEL_PROX_KEEP_M,
+  keepAllM: MODEL_ALL_KEEP_M,
+  intervalMs: FLEET_DR_INTERVAL_MS,
+});
+
 /** @constant {number} Max ms between rotation passes while the camera is idle. */
 
 export const ROTATION_REFRESH_MS = 1000;
diff --git a/src/layers/flights/queries.js b/src/layers/flights/queries.js
index 3c00b1824..c43b7c787 100644
--- a/src/layers/flights/queries.js
+++ b/src/layers/flights/queries.js
@@ -480,9 +480,7 @@ export function createQueries({
         // and rises only as the coarse ground-floor cell warms. Zero extra sampling and
         // no `_modelDisplayPosition` call from postRender. Sprite-owned contacts keep
         // `bb.position` — sprite and bracket are co-located there, so association holds.
-        const spec = modelOwnsVisual
-          ? parts.rendering._modelSpec(info?.klass)
-          : null;
+        const spec = modelOwnsVisual ? parts.rendering._modelSpec(info) : null;
         const pos = isTracked
           ? parts.motion._trackedVisualCached() || bb.position
           : modelOwnsVisual
diff --git a/src/layers/flights/rendering.js b/src/layers/flights/rendering.js
index bf8dbb5ee..1ebbf495f 100644
--- a/src/layers/flights/rendering.js
+++ b/src/layers/flights/rendering.js
@@ -2,7 +2,11 @@ import * as Cesium from 'cesium';
 import { julianAt } from '../../time/julian.js';
 import { cyberSonarBaseAlpha } from '../../cyberSonar.js';
 import { selectModelEligible } from '../../data/modelEligibility.js';
-import { civilAircraftModelSpec } from './modelSpec.js';
+import {
+  aircraftLayerModelSpec,
+  aircraftModelSpecCacheKey,
+} from './modelSpec.js';
+import { createFleetModel } from '../../data/fleetModelInstances.js';
 import { CLASS_SCALE_2D } from '../../data/aircraftClass.js';
 import { isEmergency } from '../../data/aircraftEmergency.js';
 import { cockpitContactDotImage } from '../../data/cockpitContactDot.js';
@@ -115,11 +119,14 @@ export function createRendering({
     return Number.POSITIVE_INFINITY;
   }
 
-  function _modelSpec(klass) {
-    const cached = flightState._specCache.get(klass);
+  /** The fleet model an aircraft draws with, by its type and emitter category. */
+  function _modelSpec(meta) {
+    const key = aircraftModelSpecCacheKey(meta);
+    const cached = flightState._specCache.get(key);
     if (cached) return cached;
-    const spec = civilAircraftModelSpec(klass);
-    flightState._specCache.set(klass, spec);
+    const spec = aircraftLayerModelSpec(meta);
+    // Not cached before the model set loads: the answer changes once it has.
+    if (spec.model) flightState._specCache.set(key, spec);
     return spec;
   }
 
@@ -309,7 +316,7 @@ export function createRendering({
       Cesium.Ellipsoid.WGS84,
       flightState._scratchGroundCarto,
     );
-    carto.height = h + _modelSpec(meta.klass).bellyM;
+    carto.height = h + _modelSpec(meta).bellyM;
     return Cesium.Cartesian3.fromRadians(
       carto.longitude,
       carto.latitude,
@@ -416,16 +423,13 @@ export function createRendering({
     return !!model && model.ready === true && model.show === true;
   }
 
-  /** Spec identity for a LOADED model: URL and scale together (same-URL classes
-   *  differ by scale — airliner vs quadjet both ship airplane.glb). */
+  /** Spec identity for a LOADED model: the model and its scale together (one
+   *  model draws several types, each at its own length). */
 
-  const _specKeyFor = (klass) => {
-    const spec = _modelSpec(klass);
-    return `${spec.url}@${spec.scale}`;
-  };
+  const _specKeyFor = (meta) => _modelSpec(meta).key;
 
-  /** Class-change model sync (enrichment AND poll-path klass updates): when the
-   *  aircraft's live model or in-flight load no longer matches its class's spec,
+  /** Type-change model sync (enrichment AND poll-path type/category updates): when the
+   *  aircraft's live model or in-flight load no longer matches its type's spec,
    *  drop it so the eligibility pass reloads the right asset at the right scale.
    *  Gap-proof: the fleet billboard is re-shown BEFORE the release so the
    *  contact never goes invisible for the tick gap; _releaseModel's generation
@@ -433,7 +437,7 @@ export function createRendering({
    *  the same rule (its billboard entity is always the fallback visual). */
 
   function _syncModelToClass(icao24) {
-    const key = _specKeyFor(flightState.records.data.get(icao24)?.klass);
+    const key = _specKeyFor(flightState.records.data.get(icao24));
     const current = flightState._models.get(icao24);
     if (
       (current && current._gevSpecKey !== key) ||
@@ -478,6 +482,11 @@ export function createRendering({
       flightState._irReloadQueue = null;
   }
 
+  /** A Cesium Model of `spec` from the fleet set loaded up front (no fetch mid-session). */
+  function _createModel(spec, options) {
+    return createFleetModel(spec, options, { resolveAsset });
+  }
+
   /** Lazily create the glTF model for an aircraft (fire-and-forget; billboard shows until ready). */
 
   async function _ensureModel(icao24) {
@@ -497,6 +506,8 @@ export function createRendering({
       _modelCap()
     )
       return;
+    // Until the fleet model set has loaded the aircraft stays a billboard.
+    if (!_modelSpec(flightState.records.data.get(icao24)).model) return;
     const epoch = flightState._modelEpoch; // lifecycle token: if destroy() bumps it, this load is dead
     const gen = flightState._modelGen.get(icao24) || 0; // capture; if it changes during the load, we're stale
     flightState._modelPending.add(icao24);
@@ -505,12 +516,11 @@ export function createRendering({
     // aircraft mid-load, the post-await admission below rejects the stale asset.
     // Boost state likewise: the creation options bake it in, so a mid-load
     // toggle must reject too (the reload queue only covers ADMITTED models).
-    const specKey = _specKeyFor(flightState.records.data.get(icao24)?.klass);
+    const specKey = _specKeyFor(flightState.records.data.get(icao24));
     const loadIrBoost = flightState._irBoost;
     try {
-      const spec = _modelSpec(flightState.records.data.get(icao24)?.klass);
-      model = await Cesium.Model.fromGltfAsync({
-        url: resolveAsset(spec.url),
+      const spec = _modelSpec(flightState.records.data.get(icao24));
+      model = await _createModel(spec, {
         asynchronous: false,
         environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS,
         minimumPixelSize: MODEL_MIN_PX,
@@ -560,7 +570,7 @@ export function createRendering({
       flightState._models.has(icao24) ||
       flightState._models.size >= _modelCap() ||
       // Class reclassified mid-load → this GLB/scale is for the OLD class.
-      _specKeyFor(flightState.records.data.get(icao24)?.klass) !== specKey ||
+      _specKeyFor(flightState.records.data.get(icao24)) !== specKey ||
       // IR boost flipped mid-load → this model baked the wrong shader/tint.
       flightState._irBoost !== loadIrBoost;
     if (stale) {
@@ -716,6 +726,9 @@ export function createRendering({
       return;
     }
     if (
+      // Until the fleet model set has loaded the billboard carries it.
+      _modelSpec(flightState.records.data.get(flightState._trackedIcao))
+        .model &&
       !flightState._trackedModel &&
       !flightState._trackedModelLoading &&
       parts.tracking._trackedModelLoadAllowed()
@@ -723,14 +736,13 @@ export function createRendering({
       flightState._trackedModelLoading = true;
       const gen = flightState._trackedModelGen;
       const trackedSpec = _modelSpec(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       const trackedKey = _specKeyFor(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       const trackedIrBoost = flightState._irBoost;
-      Cesium.Model.fromGltfAsync({
-        url: resolveAsset(trackedSpec.url),
+      _createModel(trackedSpec, {
         asynchronous: false,
         environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS,
         minimumPixelSize: TRACKED_MODEL_MIN_PX,
@@ -766,7 +778,7 @@ export function createRendering({
           // _trackedModel was still null): drop the stale asset; driver reloads.
           if (
             _specKeyFor(
-              flightState.records.data.get(flightState._trackedIcao)?.klass,
+              flightState.records.data.get(flightState._trackedIcao),
             ) !== trackedKey ||
             flightState._irBoost !== trackedIrBoost
           ) {
@@ -840,7 +852,7 @@ export function createRendering({
       _applyTrackedModelFade(flightState._trackedModel);
       if (!flightState._trackedModel.ready) return;
       const spec = _modelSpec(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       flightState._trackedModel.scale = trackedModelScaleForPixelCap({
         baseScale: spec.scale,
diff --git a/src/layers/flights/snapshotRenderer.js b/src/layers/flights/snapshotRenderer.js
index 5219dcb09..cf6025dba 100644
--- a/src/layers/flights/snapshotRenderer.js
+++ b/src/layers/flights/snapshotRenderer.js
@@ -198,9 +198,14 @@ export function createFlightSnapshotRenderer({
         ) {
           rendering._applyFleetBillboardPresentation(icao24, bb);
         }
-        // Poll-path class change (category updates): same model resync rule
-        // as the enrichment path — the class's GLB/scale may have changed.
-        if (prevMeta?.klass !== meta.klass) rendering._syncModelToClass(icao24);
+        // Poll-path type or category change: same model resync rule as the
+        // enrichment path — the fleet model or its scale may have changed.
+        if (
+          prevMeta?.klass !== meta.klass ||
+          prevMeta?.category !== meta.category ||
+          prevMeta?.typeCode !== meta.typeCode
+        )
+          rendering._syncModelToClass(icao24);
       } else {
         // Start where the fleet pass will draw it: the fleet renders behind
         // real time, so a fresh contact's displayed position is its fix
diff --git a/src/layers/flights/state.js b/src/layers/flights/state.js
index fd77dc113..17bf8b560 100644
--- a/src/layers/flights/state.js
+++ b/src/layers/flights/state.js
@@ -20,17 +20,13 @@ export function createFlightState({ source, services }) {
    *  layer); see followsClock and displayDelayMs in policy.js. */
   flightState.timeline = null;
 
-  /** Per-class model spec. Hangar-fleet classes (CLASS_MODEL_REAL) ship GLBs
-   *  vertex-baked to real-world METERS in the airplane.glb axis convention, so
-   *  they render at scale 1 with their own measured belly lift and bounding
-   *  radius. Every other class keeps the shared-airplane.glb formula
-   *  (MODEL_SCALE × CLASS_SCALE_3D). nativeRadiusM is PER SCALE UNIT — pixel-cap
-   *  math multiplies it by `scale`, so world radius = nativeRadiusM × scale in
-   *  both branches. The code-side MIX tint dominates every existing asset so
-   *  class silhouettes stay light without modifying third-party GLBs/textures. */
-  /*  Specs are static per class, and the detection weld now asks for one per
-   *  MODELED contact per frame (up to the fleet cap) on top of the 12 Hz fleet
-   *  pass — so this is memoized, as militaryFlights.js already does. */
+  /** Model spec per aircraft type and emitter category (aircraftLayerModelSpec in
+   *  flights/modelSpec.js): the procedural fleet model that draws the type, life size,
+   *  with its measured clearance, bounding radius and trail anchor. nativeRadiusM is PER
+   *  SCALE UNIT — pixel-cap math multiplies it by `scale`. The code-side MIX tint dominates
+   *  every model so silhouettes stay light (and this layer's own colour). Memoized: the
+   *  detection weld asks for one per MODELED contact per frame on top of the 12 Hz fleet
+   *  pass. */
 
   flightState._specCache = new Map();
 
@@ -79,16 +75,11 @@ export function createFlightState({ source, services }) {
   // throttle the "more planes in view than the cap" console notice
   // The tracked entity's billboard goes transparent (rather than hidden) once the model takes
   // over, so it keeps supplying a bounding sphere for follow-camera framing. We only drop its
-  // alpha after the GLB is preloaded so the model is ready to render the instant the billboard
-  // fades — no gap, no double-image. Preloaded once at init; the instance is retained (not
-  // destroyed) purely to keep Cesium's glTF cache warm for fast tracked-model instantiation.
+  // alpha after the fleet model set is loaded so the model is ready to render the instant the
+  // billboard fades — no gap, no double-image. The set loads once at init (fleetModels.js).
 
   flightState._planeModelLoaded = false;
 
-  /** @type {Cesium.Model|null} retained preload that keeps the glTF cache warm */
-
-  flightState._preloadModel = null;
-
   flightState._scratchModelHpr = new Cesium.HeadingPitchRoll(0, 0, 0);
 
   flightState._scratchModelMtx = new Cesium.Matrix4();
diff --git a/src/layers/localAdsb/index.js b/src/layers/localAdsb/index.js
index de4215387..a8c62b2bc 100644
--- a/src/layers/localAdsb/index.js
+++ b/src/layers/localAdsb/index.js
@@ -254,6 +254,9 @@ export function createLocalAdsbLayer({
     );
     marker.evidence = evidence;
     marker.klass = klass;
+    // What picks its fleet model: the adsbdb type, else the emitter category.
+    marker.typeCode = enrichment.get(marker.record.icao)?.typeCode || null;
+    marker.category = marker.record.category || null;
     const billboard = marker.entity?.billboard;
     if (!billboard) return;
     if (marker.iconKind !== klass) {
diff --git a/src/layers/localAdsb/index.test.mjs b/src/layers/localAdsb/index.test.mjs
index 263c21210..431caf9b6 100644
--- a/src/layers/localAdsb/index.test.mjs
+++ b/src/layers/localAdsb/index.test.mjs
@@ -12,6 +12,15 @@ import {
   localAdsbReceiverLine,
   localAdsbStatus,
 } from './index.js';
+import { loadFleetModelSet } from '../../data/fleetModels.js';
+import { aircraftLayerModelSpec } from '../flights/modelSpec.js';
+import { fetchPublicFile } from '../../testSupport/fleetGlb.mjs';
+
+// The layer draws models only once the fleet model set has loaded; load it from disk.
+const realInfo = console.info;
+console.info = () => {};
+await loadFleetModelSet({ fetchImpl: fetchPublicFile });
+console.info = realInfo;
 
 function fakeReceiver(initial = {}) {
   const state = {
@@ -529,12 +538,14 @@ test('the DISPLAY 3D toggle gives local aircraft magenta class models', async (t
   await layer.update();
   assert.equal(loads.length, 1);
   const [model] = loads;
+  const spec = aircraftLayerModelSpec({ category: 'A7' });
   assert.equal(
-    model.url,
-    '/models/bell206.glb',
-    'the Flights helicopter model',
+    model.basePath,
+    '/models/fleet/helicopters/generic_heli.glb',
+    'the Flights rotorcraft model',
   );
-  assert.equal(model.scale, 1);
+  assert.ok(model.gltf instanceof Uint8Array, 'built from the loaded set');
+  assert.equal(model.scale, spec.scale, 'drawn life size');
   assert.equal(model.id, 'local-adsb:a0b702');
   assert.ok(
     Cesium.Color.equals(
diff --git a/src/layers/localAdsb/models.js b/src/layers/localAdsb/models.js
index 55fc2d11a..ef5c9bd02 100644
--- a/src/layers/localAdsb/models.js
+++ b/src/layers/localAdsb/models.js
@@ -1,7 +1,9 @@
 import * as Cesium from 'cesium';
 import { horizonOccluder } from '../../data/iconOrientation.js';
 import { selectModelEligible } from '../../data/modelEligibility.js';
-import { civilAircraftModelSpec } from '../flights/modelSpec.js';
+import { aircraftLayerModelSpec } from '../flights/modelSpec.js';
+import { createFleetModel } from '../../data/fleetModelInstances.js';
+import { loadFleetModelSet } from '../../data/fleetModels.js';
 import {
   FLEET_DR_INTERVAL_MS,
   MODEL_ALL_ADD_M,
@@ -16,19 +18,24 @@ import {
 } from '../flights/policy.js';
 import { AIRCRAFT_ENVIRONMENT_MAP_OPTIONS } from '../../data/aircraftModelLighting.js';
 
-const specKey = (spec) => `${spec.url}@${spec.scale}`;
+const specOf = (marker) =>
+  aircraftLayerModelSpec({
+    typeCode: marker?.typeCode,
+    category: marker?.category,
+  });
 
 /**
  * 3D models for Local ADS-B aircraft under the DISPLAY rail's 3D toggle.
  *
  * Mirrors the public Flights fleet: models only below the altitude ceiling,
  * the same proximity/all caps and add/keep radii, the same visible-first
- * eligibility (`selectModelEligible`), the same per-class asset and scale
- * (`civilAircraftModelSpec`) and the same tint path (a MIX colour blend, here
+ * eligibility (`selectModelEligible`), the same fleet model per type, life
+ * size (`aircraftLayerModelSpec`) and the same tint path (a MIX colour blend, here
  * magenta, as Flights tints military amber). Each model owns its matrix. A
  * billboard stays the visual until its model is loaded AND placed; a grounded
  * aircraft's model rides the one-shot ground snap plus the class belly
- * offset, and without a resolved ground it stays a billboard.
+ * offset, and without a resolved ground it stays a billboard. Every fleet
+ * model loads once, up front, when the layer starts (`loadFleetModelSet`).
  * @param {object} options
  * @param {object} options.viewer Cesium viewer.
  * @param {Cesium.Color} options.color Model tint.
@@ -44,6 +51,9 @@ export function createLocalAdsbModels({
   groundSnap = null,
   loadModel = (options) => Cesium.Model.fromGltfAsync(options),
 }) {
+  void loadFleetModelSet({ resolveAsset }).catch(() => {
+    /* aircraft stay billboards */
+  });
   const collection = new Cesium.PrimitiveCollection();
   viewer.scene.primitives.add(collection);
   /** @type {Map<string, object>} id -> admitted model */
@@ -75,8 +85,9 @@ export function createLocalAdsbModels({
   }
 
   async function ensure(id, marker, cap) {
-    const spec = civilAircraftModelSpec(marker.klass);
-    const key = specKey(spec);
+    const spec = specOf(marker);
+    if (!spec.model) return;
+    const key = spec.key;
     const current = models.get(id);
     if (current && current._gevSpecKey === key) return;
     if (current) release(id);
@@ -85,17 +96,20 @@ export function createLocalAdsbModels({
     pending.set(id, loadGeneration);
     let model;
     try {
-      model = await loadModel({
-        url: resolveAsset(spec.url),
-        asynchronous: false,
-        environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS,
-        minimumPixelSize: MODEL_MIN_PX,
-        scale: spec.scale,
-        color,
-        colorBlendMode: Cesium.ColorBlendMode.MIX,
-        colorBlendAmount: spec.blendAmount,
-        id,
-      });
+      model = await createFleetModel(
+        spec,
+        {
+          asynchronous: false,
+          environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS,
+          minimumPixelSize: MODEL_MIN_PX,
+          scale: spec.scale,
+          color,
+          colorBlendMode: Cesium.ColorBlendMode.MIX,
+          colorBlendAmount: spec.blendAmount,
+          id,
+        },
+        { resolveAsset, load: loadModel },
+      );
     } catch {
       if (pending.get(id) === loadGeneration) pending.delete(id);
       return;
@@ -106,7 +120,7 @@ export function createLocalAdsbModels({
       generation !== loadGeneration ||
       !eligible.has(id) ||
       models.has(id) ||
-      specKey(civilAircraftModelSpec(marker.klass)) !== key;
+      specOf(marker).key !== key;
     if (pending.get(id) === loadGeneration) pending.delete(id);
     if (stale) {
       model.destroy?.();
diff --git a/src/layers/military/lifecycle.js b/src/layers/military/lifecycle.js
index 695286803..e1cf507e3 100644
--- a/src/layers/military/lifecycle.js
+++ b/src/layers/military/lifecycle.js
@@ -1,5 +1,5 @@
 import * as Cesium from 'cesium';
-import { JET_MODEL_URL } from './policy.js';
+import { loadFleetModelSet } from '../../data/fleetModels.js';
 
 export function createLifecycle({
   flightState,
@@ -47,29 +47,19 @@ export function createLifecycle({
       registerSpriteCollection('military', flightState._billboardCollection);
       flightState._modelCollection = new Cesium.PrimitiveCollection();
       viewer.scene.primitives.add(flightState._modelCollection);
-      // Warm the glTF cache so the tracked plane's model instantiates instantly when first needed
-      // (keeps the retained instance referenced; never rendered). Captured against this epoch so a
-      // destroy/re-init mid-load doesn't flip the flag for a torn-down lifecycle.
-      if (!flightState._preloadModel) {
+      // Every fleet model loads once, up front, for every layer that draws
+      // them (fleetModels.js), so no model is fetched while the session runs.
+      // Captured against this epoch so a destroy/re-init mid-load doesn't flip
+      // the flag for a torn-down lifecycle.
+      {
         const epoch = flightState._modelEpoch;
-        Cesium.Model.fromGltfAsync({
-          url: resolveAsset(JET_MODEL_URL),
-          asynchronous: false,
-        })
-          .then((m) => {
-            if (epoch === flightState._modelEpoch) {
-              flightState._preloadModel = m;
+        loadFleetModelSet({ resolveAsset })
+          .then(() => {
+            if (epoch === flightState._modelEpoch)
               flightState._planeModelLoaded = true;
-            } else {
-              try {
-                m.destroy();
-              } catch {
-                /* gone */
-              }
-            }
           })
           .catch(() => {
-            /* tracked plane just stays a billboard a beat longer */
+            /* aircraft stay billboards */
           });
       }
       flightState._billboards = new Map();
@@ -269,14 +259,6 @@ export function createLifecycle({
       flightState._modelEpoch += 1; // invalidate any in-flight load from this lifecycle (settles post-destroy)
       flightState._modelPending.clear();
       flightState._modelGen.clear();
-      if (flightState._preloadModel) {
-        try {
-          flightState._preloadModel.destroy();
-        } catch {
-          /* gone */
-        }
-        flightState._preloadModel = null;
-      }
       flightState._planeModelLoaded = false;
       flightState._billboards.clear();
       flightState._cullPositions.clear();
diff --git a/src/layers/military/motion.js b/src/layers/military/motion.js
index 6828b788e..bcff2e34a 100644
--- a/src/layers/military/motion.js
+++ b/src/layers/military/motion.js
@@ -301,7 +301,7 @@ export function createMotion({
     const rangeM = Cesium.Cartesian3.distance(camera.positionWC, position);
     if (parts.rendering._modelOwnsVisual(icao24)) {
       const spec = parts.rendering._modelSpec(
-        flightState.records.data.get(icao24)?.klass,
+        flightState.records.data.get(icao24),
       );
       const scale = trackedModelScaleForPixelCap({
         baseScale: spec.scale,
@@ -459,7 +459,7 @@ export function createMotion({
       parts.rendering._modelOwnsVisual(flightState._trackedIcao)
     ) {
       const spec = parts.rendering._modelSpec(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       return modelVisualAnchor(
         flightState._trackedModel.modelMatrix,
@@ -502,7 +502,7 @@ export function createMotion({
     )
       return 0;
     const spec = parts.rendering._modelSpec(
-      flightState.records.data.get(flightState._trackedIcao)?.klass,
+      flightState.records.data.get(flightState._trackedIcao),
     );
     const scale = Number.isFinite(flightState._trackedModel.computedScale)
       ? flightState._trackedModel.computedScale
@@ -519,7 +519,7 @@ export function createMotion({
       parts.rendering._modelOwnsVisual(flightState._trackedIcao)
     ) {
       const spec = parts.rendering._modelSpec(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       // Through the model's OWN render chain (modelVisualAnchor's hand-rolled
       // half-correction put this offset on the lateral axis — see
diff --git a/src/layers/military/policy.js b/src/layers/military/policy.js
index cafbaada2..7a62bc92d 100644
--- a/src/layers/military/policy.js
+++ b/src/layers/military/policy.js
@@ -58,20 +58,18 @@ export const EMERGENCY_ICON_COLOR =
 export const GROUND_SCALE = 0.8;
 
 // --- 3D model rendering (mirrors flights.js) -----------------------------------------
-// When enabled, military aircraft render as 3D glTF jet models once the camera is below
+// When enabled, military aircraft render as 3D glTF models once the camera is below
 // MODEL_ALT_CEIL_M (zoomed in); higher up they stay flat billboards. Eligibility is
 // FRUSTUM-based (on-screen), and the slots go to either the nearest planes ('proximity')
 // or every in-view plane ('all'), each backed by a hard cap so a draw-call explosion
-// can't tank the frame (no instancing yet). Distinct asset + amber tint set this layer
-// apart from the commercial flights layer.
-
-export const JET_MODEL_URL = '/models/jet.glb';
+// can't tank the frame (no instancing yet). Each aircraft draws the fleet model of its
+// type, as the flights layer does; the amber tint sets this layer apart.
 
 export const MODEL_ALT_CEIL_M = 800000;
 // m: below this camera altitude, draw 3D models (raised so it's easy to trigger)
 
 export const MODEL_MIN_PX = 24;
-// floor so distant models stay visible without ballooning into a min-pixel blob (mirror of flights.js, whose models now share this layer's ~30 m world size)
+// floor so distant models stay visible without ballooning into a min-pixel blob (mirror of flights.js)
 
 export const TRACKED_MODEL_MIN_PX = 40;
 // keep the glTF silhouette comparable to the selected 2D glyph at handoff
@@ -79,17 +77,6 @@ export const TRACKED_MODEL_MIN_PX = 40;
 export const TRACKED_MODEL_MAX_PX = 200;
 // owner-selected close-range tracked-target feel
 
-export const MODEL_NATIVE_RADIUS_M = 29.83;
-
-// jet.glb is transform-applied at real-world scale — native bounding radius
-// 29.83 m at scale 1. ×1 → ~22–43 m aircraft across CLASS_SCALE_3D, matching
-// flights.js world sizes. At the old copied ×24, models rendered
-// 600–1000 m across (invisible at the ~6 km follow range where minimumPixelSize
-// dominates, but zoom under ~1 km put the camera INSIDE the plane). Locked by
-// modelScale.test.mjs.
-
-export const MODEL_SCALE = 1;
-
 // Per-mode caps + radii — mirror of flights.js. Modes differ by RADIUS (not just cap) so Proximity
 // and All aren't identical when few planes are in range; on-screen planes win the cap (see flights.js).
 
@@ -119,33 +106,12 @@ export const MODEL_ALL_KEEP_M = 450000;
 // all: KEEP modeled planes out to 450 km
 
 export const MODEL_HEADING_OFFSET_DEG = 180;
-// every aircraft GLB is exported nose -X in the shared transform-applied convention
-// Preserve the layer's amber identity while reducing approved texture/livery
-// contribution to a weak diffuse hint, matching civilian launch presentation.
+// every fleet model is nose -X: opposite Cesium heading 0
+// Preserve the layer's amber identity while reducing the models' own colours
+// to a weak diffuse hint, matching civilian launch presentation.
 
 export const MODEL_COLOR_BLEND_AMOUNT = 0.94;
 
-// airplane.glb (the shared 747) constants for this layer's heavy classes. The
-// asset has its former 24× runtime calibration baked into transform-applied
-// meter-scale geometry; these values mirror flights.js and are regression-pinned.
-
-export const PLANE_MODEL_URL = '/models/airplane.glb';
-
-export const PLANE_MODEL_SCALE = 1;
-
-export const PLANE_NATIVE_RADIUS_M = 34.41;
-
-export const PLANE_BELLY_OFFSET_NATIVE = 6.719;
-
-// Grounded-model belly offset: jet.glb's centred origin sits 5.631 native units (= meters — this
-// asset is real-world scale) ABOVE its lowest vertex (glTF Y-up scene AABB with node
-// transforms applied — same reader as modelScale.test.mjs, measured 2026-07-03).
-// × MODEL_SCALE(1) × class multiplier ≈ 4.4–8.6 m of lift, so a ground-snapped model
-// rests its lowest geometry (gear/belly) ON the sampled tile skin instead of sinking to
-// the fuselage-centerline origin. Locked against the GLB by modelScale.test.mjs.
-
-export const MODEL_BELLY_OFFSET_NATIVE = 5.631;
-
 /** Amber fade target for the tracked billboard once the model takes over (mirrors flights.js CYAN_TRANSPARENT). */
 
 export const AMBER_TRANSPARENT = MIL_ICON_COLOR.withAlpha(0);
diff --git a/src/layers/military/queries.js b/src/layers/military/queries.js
index 4af14b3ba..edd3930c2 100644
--- a/src/layers/military/queries.js
+++ b/src/layers/military/queries.js
@@ -484,9 +484,7 @@ export function createQueries({
         // contacts read the translation the fleet tick already wrote into their
         // modelMatrix; sprite-owned contacts keep `bb.position`, where sprite and bracket
         // are co-located anyway.
-        const spec = modelOwnsVisual
-          ? parts.rendering._modelSpec(info?.klass)
-          : null;
+        const spec = modelOwnsVisual ? parts.rendering._modelSpec(info) : null;
         const pos = isTracked
           ? parts.motion._trackedVisualCached() || bb.position
           : modelOwnsVisual
diff --git a/src/layers/military/records.js b/src/layers/military/records.js
index b18e946b8..72ffd2677 100644
--- a/src/layers/military/records.js
+++ b/src/layers/military/records.js
@@ -181,6 +181,8 @@ export class MilitaryFlightRecords {
       newestFixMs: this._noteFix(icao24, prevMeta, fixEpochMs),
       callsign: stickyText(callsign, prevMeta?.callsign),
       type: stickyType,
+      // The emitter category, kept for the fleet model a type-less row draws.
+      category: aircraft?.category ?? prevMeta?.category ?? null,
       // Type outranks category automatically inside classifyAircraft.
       klass: classifyAircraft({
         typeCode: stickyType,
diff --git a/src/layers/military/rendering.js b/src/layers/military/rendering.js
index d783bd4a4..a63955a36 100644
--- a/src/layers/military/rendering.js
+++ b/src/layers/military/rendering.js
@@ -1,12 +1,9 @@
+import { CLASS_SCALE_2D } from '../../data/aircraftClass.js';
 import {
-  CLASS_MODEL_REAL,
-  CLASS_SCALE_3D,
-  CLASS_SCALE_2D,
-} from '../../data/aircraftClass.js';
-import {
-  visualCenterForModel,
-  trailAnchorForModel,
-} from '../../data/modelVisualAnchor.js';
+  aircraftLayerModelSpec,
+  aircraftModelSpecCacheKey,
+} from '../flights/modelSpec.js';
+import { createFleetModel } from '../../data/fleetModelInstances.js';
 import * as Cesium from 'cesium';
 import { selectModelEligible } from '../../data/modelEligibility.js';
 import { cyberSonarBaseAlpha } from '../../cyberSonar.js';
@@ -20,14 +17,6 @@ import {
 import { limitCourseStep, courseSlewCapDps } from '../../data/motionModel.js';
 import { isEmergency } from '../../data/aircraftEmergency.js';
 import {
-  PLANE_MODEL_SCALE,
-  PLANE_MODEL_URL,
-  PLANE_NATIVE_RADIUS_M,
-  PLANE_BELLY_OFFSET_NATIVE,
-  MODEL_SCALE,
-  JET_MODEL_URL,
-  MODEL_NATIVE_RADIUS_M,
-  MODEL_BELLY_OFFSET_NATIVE,
   MODEL_HEADING_OFFSET_DEG,
   BILLBOARD_SCALE,
   GROUND_SCALE,
@@ -83,48 +72,20 @@ export function createRendering({
     return Number.POSITIVE_INFINITY;
   }
 
-  function _modelSpec(klass) {
-    let spec = flightState._specCache.get(klass);
+  /** The fleet model an aircraft draws with, by its type and emitter category
+   *  (shared with flights.js), in this layer's own tint. */
+  function _modelSpec(meta) {
+    const key = aircraftModelSpecCacheKey(meta);
+    let spec = flightState._specCache.get(key);
     if (spec) return spec;
-    const real = CLASS_MODEL_REAL[klass];
-    if (real) {
-      spec = {
-        url: real.url,
-        scale: 1,
-        nativeRadiusM: real.radiusM,
-        bellyM: real.bellyM,
-        headingOffsetDeg: 180,
-        visualCenterNative: visualCenterForModel(real.url),
-        trailAnchorNative: trailAnchorForModel(real.url),
-      };
-    } else if (
-      klass === 'airliner' ||
-      klass === 'quadjet' ||
-      klass === 'glider'
-    ) {
-      const scale = PLANE_MODEL_SCALE * (CLASS_SCALE_3D[klass] || 1);
-      spec = {
-        url: PLANE_MODEL_URL,
-        scale,
-        nativeRadiusM: PLANE_NATIVE_RADIUS_M,
-        bellyM: PLANE_BELLY_OFFSET_NATIVE * scale,
-        headingOffsetDeg: 180,
-        visualCenterNative: visualCenterForModel(PLANE_MODEL_URL),
-        trailAnchorNative: trailAnchorForModel(PLANE_MODEL_URL),
-      };
-    } else {
-      const scale = MODEL_SCALE * (CLASS_SCALE_3D[klass] || 1);
-      spec = {
-        url: JET_MODEL_URL,
-        scale,
-        nativeRadiusM: MODEL_NATIVE_RADIUS_M,
-        bellyM: MODEL_BELLY_OFFSET_NATIVE * scale,
-        headingOffsetDeg: MODEL_HEADING_OFFSET_DEG,
-        visualCenterNative: visualCenterForModel(JET_MODEL_URL),
-        trailAnchorNative: trailAnchorForModel(JET_MODEL_URL),
-      };
-    }
-    flightState._specCache.set(klass, spec);
+    const base = aircraftLayerModelSpec(meta);
+    spec = Object.freeze({
+      ...base,
+      blendAmount: MODEL_COLOR_BLEND_AMOUNT,
+      headingOffsetDeg: MODEL_HEADING_OFFSET_DEG,
+    });
+    // Not cached before the model set loads: the answer changes once it has.
+    if (spec.model) flightState._specCache.set(key, spec);
     return spec;
   }
 
@@ -312,7 +273,7 @@ export function createRendering({
       Cesium.Ellipsoid.WGS84,
       flightState._scratchGroundCarto,
     );
-    carto.height = h + _modelSpec(meta.klass).bellyM;
+    carto.height = h + _modelSpec(meta).bellyM;
     return Cesium.Cartesian3.fromRadians(
       carto.longitude,
       carto.latitude,
@@ -350,7 +311,7 @@ export function createRendering({
       displayPos,
       course,
       model.modelMatrix,
-      _modelSpec(flightState.records.data.get(icao24)?.klass).headingOffsetDeg,
+      _modelSpec(flightState.records.data.get(icao24)).headingOffsetDeg,
     );
     if (!model.ready) {
       model.show = false; // not loaded yet → keep the 2D icon, no half-model flash
@@ -385,20 +346,17 @@ export function createRendering({
     return !!model && model.ready === true && model.show === true;
   }
 
-  /** Spec identity for a LOADED model — mirror of flights.js: URL and scale
-   *  together (same-URL classes differ by scale). */
+  /** Spec identity for a LOADED model — mirror of flights.js: the model and
+   *  its scale together. */
 
-  const _specKeyFor = (klass) => {
-    const spec = _modelSpec(klass);
-    return `${spec.url}@${spec.scale}`;
-  };
+  const _specKeyFor = (meta) => _modelSpec(meta).key;
 
-  /** Class-change model sync — mirror of flights.js: drop a live model or
-   *  in-flight load whose spec no longer matches the class, re-showing the
+  /** Type-change model sync — mirror of flights.js: drop a live model or
+   *  in-flight load whose spec no longer matches the type, re-showing the
    *  fleet billboard FIRST (gap-proof) and covering the tracked standalone. */
 
   function _syncModelToClass(icao24) {
-    const key = _specKeyFor(flightState.records.data.get(icao24)?.klass);
+    const key = _specKeyFor(flightState.records.data.get(icao24));
     const current = flightState._models.get(icao24);
     if (
       (current && current._gevSpecKey !== key) ||
@@ -445,6 +403,11 @@ export function createRendering({
 
   /** Lazily create the glTF model for an aircraft (fire-and-forget; billboard shows until ready). */
 
+  /** A Cesium Model of `spec` from the fleet set loaded up front (no fetch mid-session). */
+  function _createModel(spec, options) {
+    return createFleetModel(spec, options, { resolveAsset });
+  }
+
   async function _ensureModel(icao24) {
     // Never model the TRACKED aircraft — it owns a separate entity billboard, and the fleet
     // tick skips it, so a model here would be orphaned + double-rendered.
@@ -461,6 +424,8 @@ export function createRendering({
       _modelCap()
     )
       return;
+    // Until the fleet model set has loaded the aircraft stays a billboard.
+    if (!_modelSpec(flightState.records.data.get(icao24)).model) return;
     const epoch = flightState._modelEpoch; // lifecycle token: if destroy() bumps it, this load is dead
     const gen = flightState._modelGen.get(icao24) || 0; // capture; if it changes during the load, we're stale
     flightState._modelPending.add(icao24);
@@ -468,12 +433,11 @@ export function createRendering({
     // Spec identity captured at load START (mirror of flights.js): a mid-load
     // reclassification makes the post-await admission reject the stale asset.
     // Boost state likewise — creation options bake it in.
-    const specKey = _specKeyFor(flightState.records.data.get(icao24)?.klass);
+    const specKey = _specKeyFor(flightState.records.data.get(icao24));
     const loadIrBoost = flightState._irBoost;
     try {
-      const spec = _modelSpec(flightState.records.data.get(icao24)?.klass);
-      model = await Cesium.Model.fromGltfAsync({
-        url: resolveAsset(spec.url),
+      const spec = _modelSpec(flightState.records.data.get(icao24));
+      model = await _createModel(spec, {
         asynchronous: false,
         environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS,
         minimumPixelSize: MODEL_MIN_PX,
@@ -522,7 +486,7 @@ export function createRendering({
       flightState._models.has(icao24) ||
       flightState._models.size >= _modelCap() ||
       // Class reclassified mid-load → this GLB/scale is for the OLD class.
-      _specKeyFor(flightState.records.data.get(icao24)?.klass) !== specKey ||
+      _specKeyFor(flightState.records.data.get(icao24)) !== specKey ||
       // IR boost flipped mid-load → this model baked the wrong shader/tint.
       flightState._irBoost !== loadIrBoost;
     if (stale) {
@@ -676,6 +640,9 @@ export function createRendering({
       return;
     }
     if (
+      // Until the fleet model set has loaded the billboard carries it.
+      _modelSpec(flightState.records.data.get(flightState._trackedIcao))
+        .model &&
       !flightState._trackedModel &&
       !flightState._trackedModelLoading &&
       parts.tracking._trackedModelLoadAllowed()
@@ -683,14 +650,13 @@ export function createRendering({
       flightState._trackedModelLoading = true;
       const gen = flightState._trackedModelGen;
       const trackedSpec = _modelSpec(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       const trackedKey = _specKeyFor(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       const trackedIrBoost = flightState._irBoost;
-      Cesium.Model.fromGltfAsync({
-        url: resolveAsset(trackedSpec.url),
+      _createModel(trackedSpec, {
         asynchronous: false,
         environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS,
         minimumPixelSize: TRACKED_MODEL_MIN_PX,
@@ -724,7 +690,7 @@ export function createRendering({
           // _trackedModel was still null): drop the stale asset; driver reloads.
           if (
             _specKeyFor(
-              flightState.records.data.get(flightState._trackedIcao)?.klass,
+              flightState.records.data.get(flightState._trackedIcao),
             ) !== trackedKey ||
             flightState._irBoost !== trackedIrBoost
           ) {
@@ -793,7 +759,7 @@ export function createRendering({
         return;
       }
       const spec = _modelSpec(
-        flightState.records.data.get(flightState._trackedIcao)?.klass,
+        flightState.records.data.get(flightState._trackedIcao),
       );
       _modelMatrix(
         displayPos,
diff --git a/src/layers/military/snapshotRenderer.js b/src/layers/military/snapshotRenderer.js
index 94e1921a5..0f04d7172 100644
--- a/src/layers/military/snapshotRenderer.js
+++ b/src/layers/military/snapshotRenderer.js
@@ -164,10 +164,15 @@ export function createMilitarySnapshotRenderer({
         ) {
           rendering._applyFleetBillboardPresentation(icao24, bb);
         }
-        // Per-class GLBs: a class change can mean a different asset OR scale —
-        // resync the live model, any in-flight load, and the tracked
-        // standalone (mirror of flights.js).
-        if (prevMeta?.klass !== meta.klass) rendering._syncModelToClass(icao24);
+        // Per-type fleet models: a type or category change can mean a
+        // different model OR scale — resync the live model, any in-flight
+        // load, and the tracked standalone (mirror of flights.js).
+        if (
+          prevMeta?.klass !== meta.klass ||
+          prevMeta?.type !== meta.type ||
+          prevMeta?.category !== meta.category
+        )
+          rendering._syncModelToClass(icao24);
         // Round 5: depth policy is uniform (always depth-test-free, see
         // _groundDepthDistance) — nothing to flip on landing/takeoff.
       } else {
diff --git a/src/layers/military/state.js b/src/layers/military/state.js
index 4d9febafd..9bdf2684c 100644
--- a/src/layers/military/state.js
+++ b/src/layers/military/state.js
@@ -19,15 +19,13 @@ export function createFlightState({ source, services }) {
    *  layer); see followsClock and displayDelayMs in policy.js. */
   flightState.timeline = null;
 
-  /** Per-class model spec for THIS layer (2026-08-16, owner playtest ask:
-   *  military contacts should read as their WEIGHT CLASS, always in this layer's
-   *  amber). Real Hangar GLBs serve the classes they cover (meters, nose −X →
-   *  180° offset); airliner/quadjet/glider get the shared 747 silhouette
-   *  (airplane.glb — C-5M/RC-135-style heavies stop rendering as bizjets);
-   *  fastjet and unknown keep jet.glb with the same 180° offset. The MIX tint stays
-   *  dominant everywhere — military is amber, tracked is TRACKED_ICON_COLOR,
-   *  and the tint must dominate any livery (owner: "stays yellow"). Specs are
-   *  static per class — memoized (the fleet pass asks at 12 Hz per model). */
+  /** Model spec per aircraft type and emitter category (aircraftLayerModelSpec in
+   *  flights/modelSpec.js): the procedural fleet model that draws the type, life size,
+   *  with its measured clearance, bounding radius and trail anchor. nativeRadiusM is PER
+   *  SCALE UNIT — pixel-cap math multiplies it by `scale`. The code-side MIX tint dominates
+   *  every model so silhouettes stay light (and in this layer's own colour). Memoized: the
+   *  detection weld asks for one per MODELED contact per frame on top of the 12 Hz fleet
+   *  pass. */
 
   flightState._specCache = new Map();
 
@@ -76,16 +74,11 @@ export function createFlightState({ source, services }) {
   // throttle the "more planes in view than the cap" console notice
   // The tracked entity's billboard goes transparent (rather than hidden) once the model takes
   // over, so it keeps supplying a bounding sphere for follow-camera framing. We only drop its
-  // alpha after the GLB is preloaded so the model is ready to render the instant the billboard
-  // fades — no gap, no double-image. Preloaded once at init; the instance is retained (not
-  // destroyed) purely to keep Cesium's glTF cache warm for fast tracked-model instantiation.
+  // alpha after the fleet model set is loaded so the model is ready to render the instant the
+  // billboard fades — no gap, no double-image. The set loads once at init (fleetModels.js).
 
   flightState._planeModelLoaded = false;
 
-  /** @type {Cesium.Model|null} retained preload that keeps the glTF cache warm */
-
-  flightState._preloadModel = null;
-
   flightState._scratchModelHpr = new Cesium.HeadingPitchRoll(0, 0, 0);
 
   flightState._scratchModelMtx = new Cesium.Matrix4();

From 7b930458956ffcfb4ec9163c0ab832427691d09c Mon Sep 17 00:00:00 2001
From: Sameh Khamis <sameh@halfpixel.ai>
Date: Fri, 13 Nov 2026 00:06:17 -0800
Subject: [PATCH 3/8] feat(vessels, transit, rail): draw fleet models under the
 3D toggle

Vessels, Transit and Rail turn nearby icons into fleet models at the
aircraft layers' distances. A vessel is drawn at its AIS length and beam
(static dimensions now reach vessel rows), standing at the sea surface; a
transit vehicle or train stands on its road or rail, raised by its type's
elevation, and is painted in its mode or category colour where the model
marks it.
---
 scripts/package-boundaries.json       |  37 +++
 server/providers/vessels/ais-store.js |  28 ++
 src/app/constructCatalog.js           |  16 +-
 src/app/layers/aisLiveVessels.js      |  18 +-
 src/app/layers/fleetModels.js         |  19 ++
 src/app/layers/rail.js                |  17 +-
 src/app/layers/transit.js             |  18 +-
 src/data/aisStreamSentinels.test.mjs  |  58 +++++
 src/data/fleetModelInstances.test.mjs | 360 ++++++++++++++++++++++++++
 src/layers/rail/lifecycle.js          |   3 +
 src/layers/rail/rendering.js          | 146 ++++++++++-
 src/layers/transit/lifecycle.js       |   3 +
 src/layers/transit/rendering.js       | 105 +++++++-
 src/layers/vessels/ingestion.js       |   2 +
 src/layers/vessels/lifecycle.js       |   1 +
 src/layers/vessels/records.js         |  10 +
 src/layers/vessels/rendering.js       | 149 ++++++++++-
 src/sources/live/vessels.js           |   9 +
 18 files changed, 984 insertions(+), 15 deletions(-)
 create mode 100644 src/app/layers/fleetModels.js
 create mode 100644 src/data/fleetModelInstances.test.mjs

diff --git a/scripts/package-boundaries.json b/scripts/package-boundaries.json
index cfc18f7dd..918e3ea61 100644
--- a/scripts/package-boundaries.json
+++ b/scripts/package-boundaries.json
@@ -1504,6 +1504,9 @@
   "civil-flights": {
     "exports": ["./layers/flights"],
     "modules": [
+      "src/data/fleetModels.js",
+      "src/data/fleetTrailAnchors.js",
+      "src/data/fleetModelInstances.js",
       "src/data/headingDegrees.js",
       "src/i18n/marker.js",
       "src/cyberSonar.js",
@@ -1578,6 +1581,11 @@
   "military-flights": {
     "exports": ["./layers/military"],
     "modules": [
+      "src/layers/flights/modelSpec.js",
+      "src/layers/flights/policy.js",
+      "src/data/fleetModels.js",
+      "src/data/fleetTrailAnchors.js",
+      "src/data/fleetModelInstances.js",
       "src/data/headingDegrees.js",
       "src/i18n/marker.js",
       "src/cyberSonar.js",
@@ -1677,6 +1685,13 @@
   "vessel-layer": {
     "exports": ["./layers/vessels"],
     "modules": [
+      "src/data/fleetModels.js",
+      "src/data/aircraftClass.js",
+      "src/i18n/marker.js",
+      "src/data/fleetModelInstances.js",
+      "src/data/aircraftModelLighting.js",
+      "src/data/modelEligibility.js",
+      "src/data/fleetTrailAnchors.js",
       "src/data/headingDegrees.js",
       "src/layers/vessels/cards.js",
       "src/layers/vessels/evidence.js",
@@ -2545,6 +2560,10 @@
       "./standalone/catalog"
     ],
     "modules": [
+      "src/data/fleetModels.js",
+      "src/data/fleetTrailAnchors.js",
+      "src/data/fleetModelInstances.js",
+      "src/app/layers/fleetModels.js",
       "src/sources/adsbFields.js",
       "src/data/headingDegrees.js",
       "src/data/distanceFormat.js",
@@ -3811,6 +3830,10 @@
   "application-layer-construction": {
     "exports": ["./application/layers"],
     "modules": [
+      "src/data/fleetModels.js",
+      "src/data/fleetTrailAnchors.js",
+      "src/data/fleetModelInstances.js",
+      "src/app/layers/fleetModels.js",
       "src/data/feedState.js",
       "src/loadingFeedback.js",
       "src/sources/adsbFields.js",
@@ -5165,6 +5188,13 @@
   "transit-standalone": {
     "exports": ["./layers/transit/standalone"],
     "modules": [
+      "src/data/fleetModels.js",
+      "src/data/aircraftClass.js",
+      "src/i18n/marker.js",
+      "src/data/fleetModelInstances.js",
+      "src/data/modelEligibility.js",
+      "src/data/fleetTrailAnchors.js",
+      "src/data/aircraftModelLighting.js",
       "src/data/headingDegrees.js",
       "src/cyberSonar.js",
       "src/celestialRing.js",
@@ -5248,6 +5278,13 @@
   "transit-layer": {
     "exports": ["./layers/transit"],
     "modules": [
+      "src/i18n/marker.js",
+      "src/data/fleetModels.js",
+      "src/data/fleetModelInstances.js",
+      "src/data/aircraftClass.js",
+      "src/data/aircraftModelLighting.js",
+      "src/data/fleetTrailAnchors.js",
+      "src/data/modelEligibility.js",
       "src/data/headingDegrees.js",
       "src/data/iconOrientation.js",
       "src/data/inputOwnership.js",
diff --git a/server/providers/vessels/ais-store.js b/server/providers/vessels/ais-store.js
index 71cefceed..c18a43d85 100644
--- a/server/providers/vessels/ais-store.js
+++ b/server/providers/vessels/ais-store.js
@@ -57,8 +57,13 @@ export function ingestAisStreamEnvelope(envelope) {
               message.ReportB?.Valid === false
                 ? undefined
                 : message.ReportB?.ShipType,
+            Dimension:
+              message.ReportB?.Valid === false
+                ? undefined
+                : message.ReportB?.Dimension,
           }
         : message;
+    const dimensions = aisDimensions(fields.Dimension);
     // Static reports may be partial (including Class B's separate A/B parts).
     // Keep known values in the cache as well as in the current live row.
     const staticData = {
@@ -84,6 +89,8 @@ export function ingestAisStreamEnvelope(envelope) {
         staticCode(live?.imo) ||
         staticCode(previous.imo) ||
         '',
+      length: dimensions.length ?? live?.length ?? previous.length ?? null,
+      beam: dimensions.beam ?? live?.beam ?? previous.beam ?? null,
     };
     _aisStreamStatic.set(mmsi, staticData);
     mergeAisStaticIntoLiveVessel(mmsi, staticData);
@@ -113,6 +120,8 @@ export function ingestAisStreamEnvelope(envelope) {
     imo: stringValue(message.ImoNumber ?? message.IMO ?? staticData.imo),
     type: vesselTypeFromAis(message, staticData),
     destination: stringValue(message.Destination ?? staticData.destination),
+    length: staticData.length ?? null,
+    beam: staticData.beam ?? null,
     speed: normalizedSpeedOverGround(message.Sog ?? message.SOG),
     course: normalizedCourseOverGround(message.Cog ?? message.COG),
     heading: normalizedHeading(message.TrueHeading ?? message.Heading),
@@ -236,6 +245,25 @@ function mergeAisStaticIntoLiveVessel(mmsi, staticData) {
   if (staticData.type) existing.type = staticData.type;
   if (staticData.destination) existing.destination = staticData.destination;
   if (staticData.imo) existing.imo = staticData.imo;
+  if (staticData.length) existing.length = staticData.length;
+  if (staticData.beam) existing.beam = staticData.beam;
+}
+
+/**
+ * A static report's hull size from its AIS dimensions: the antenna's
+ * distances to bow (A), stern (B), port (C) and starboard (D), in metres.
+ * Zero is AIS's "not available", so a side missing its two parts has none.
+ * @param {{A?: number, B?: number, C?: number, D?: number}|undefined} dimension
+ * @returns {{length: number|null, beam: number|null}}
+ */
+function aisDimensions(dimension) {
+  const part = (value) => {
+    const number = numberValue(value);
+    return number !== null && number > 0 ? number : 0;
+  };
+  const length = part(dimension?.A) + part(dimension?.B);
+  const beam = part(dimension?.C) + part(dimension?.D);
+  return { length: length > 0 ? length : null, beam: beam > 0 ? beam : null };
 }
 
 function vesselNameFromAis(metadata, message, staticData = {}) {
diff --git a/src/app/constructCatalog.js b/src/app/constructCatalog.js
index c3d6c6f40..d89d60e67 100644
--- a/src/app/constructCatalog.js
+++ b/src/app/constructCatalog.js
@@ -109,6 +109,8 @@ export function createApplicationCatalog({
     const vessels = createApplicationVessels({
       source: sources.vessels,
       options: vesselOptions,
+      displayParams: () => flights.getParams(),
+      ...(resolveAsset ? { resolveAsset } : {}),
     });
     const installations = createApplicationInstallations({
       surface,
@@ -167,7 +169,12 @@ export function createApplicationCatalog({
         createApplicationTraffic({ source: sources.traffic, surface }),
         createApplicationCctv({ surface, source: sources.cctv }),
         createApplicationRadio({ surface, source: sources.radio }),
-        createApplicationTransit({ surface, source: sources.transit }),
+        createApplicationTransit({
+          surface,
+          source: sources.transit,
+          displayParams: () => flights.getParams(),
+          ...(resolveAsset ? { resolveAsset } : {}),
+        }),
         createApplicationBikeshare({ source: sources.bikeshare }),
         createApplicationDirections({ source: sources.directions }),
         createApplicationRecentImagery({ source: sources['recent-imagery'] }),
@@ -200,7 +207,12 @@ export function createApplicationCatalog({
         ...createOsmOverlayLayers(),
         ...createInfrastructureLayers(localGeoJsonServices),
         createApplicationCables({ source: sources.cables }),
-        createApplicationRail({ surface, source: sources.rail }),
+        createApplicationRail({
+          surface,
+          source: sources.rail,
+          displayParams: () => flights.getParams(),
+          ...(resolveAsset ? { resolveAsset } : {}),
+        }),
         createApplicationFirms({
           surface,
           id: 'local-firms',
diff --git a/src/app/layers/aisLiveVessels.js b/src/app/layers/aisLiveVessels.js
index cae0bf44c..65edc5d63 100644
--- a/src/app/layers/aisLiveVessels.js
+++ b/src/app/layers/aisLiveVessels.js
@@ -10,9 +10,19 @@ import * as focus from '../../data/focusDeemphasis.js';
 import * as worldFocus from '../../worldFocus.js';
 import * as render from '../../renderGovernor.js';
 import * as readouts from '../../hudReadouts.js';
+import { fleetModelServices } from './fleetModels.js';
 
-/** Construct one layer using the application scene owners and a supplied source. */
-export function createApplicationVessels({ source, options = {} }) {
+/**
+ * Construct one layer using the application scene owners and a supplied
+ * source. `displayParams` reads the Flights layer's DISPLAY-rail 3D
+ * preference, under which nearby vessels are drawn as fleet models.
+ */
+export function createApplicationVessels({
+  source,
+  options = {},
+  displayParams = null,
+  resolveAsset,
+}) {
   return createVesselLayer({
     source,
     options,
@@ -28,6 +38,10 @@ export function createApplicationVessels({ source, options = {} }) {
       worldFocus,
       render,
       readouts,
+      fleet: fleetModelServices({
+        display: displayParams,
+        ...(resolveAsset ? { resolveAsset } : {}),
+      }),
     },
   });
 }
diff --git a/src/app/layers/fleetModels.js b/src/app/layers/fleetModels.js
new file mode 100644
index 000000000..f6c5bcb7d
--- /dev/null
+++ b/src/app/layers/fleetModels.js
@@ -0,0 +1,19 @@
+import { FLEET_MODEL_POLICY } from '../../layers/flights/policy.js';
+
+/**
+ * The fleet-model service the Vessels, Transit and Rail layers draw their 3D
+ * models with: the Flights layer's DISPLAY-rail 3D preference
+ * (`{ models3d, models3dMode }`), the aircraft layers' icon-to-model rules,
+ * and the resolver the fleet set's files are fetched through.
+ * @param {{display?: (() => object|null)|null,
+ *   resolveAsset?: (url: string) => string}} [options]
+ * @returns {object|null} Null without a display preference (no models).
+ */
+export function fleetModelServices({
+  display = null,
+  resolveAsset = (url) =>
+    `${import.meta.env?.BASE_URL || '/'}${url.replace(/^\//, '')}`,
+} = {}) {
+  if (!display) return null;
+  return Object.freeze({ display, policy: FLEET_MODEL_POLICY, resolveAsset });
+}
diff --git a/src/app/layers/rail.js b/src/app/layers/rail.js
index 9b5a3bb0e..fb3a05c51 100644
--- a/src/app/layers/rail.js
+++ b/src/app/layers/rail.js
@@ -1,5 +1,6 @@
 import { createRailLayer } from '../../layers/rail/index.js';
 import * as render from '../../renderGovernor.js';
+import { fleetModelServices } from './fleetModels.js';
 import * as sprites from '../../data/spriteOrder.js';
 import * as picking from '../../data/pickRegistry.js';
 import * as overlays from '../../overlays/worldOverlay.js';
@@ -13,10 +14,18 @@ import {
 /**
  * Construct the Rail layer on the application's scene owners and its shared
  * ground floor, the same floor Transit and the aircraft stand on.
- * @param {{surface: object, source?: object}} options
+ * `displayParams` reads the Flights layer's DISPLAY-rail 3D preference, under
+ * which nearby trains are drawn as fleet models.
+ * @param {{surface: object, source?: object,
+ *   displayParams?: () => object|null, resolveAsset?: (url: string) => string}} options
  * @returns {object}
  */
-export function createApplicationRail({ surface, source }) {
+export function createApplicationRail({
+  surface,
+  source,
+  displayParams = null,
+  resolveAsset,
+}) {
   if (!surface?.groundFloor)
     throw new TypeError('Rail needs the application surface services');
   const { groundFloor } = surface;
@@ -45,6 +54,10 @@ export function createApplicationRail({ surface, source }) {
           globalThis.document?.body?.classList?.contains('cockpit-mode') ===
           true,
       },
+      fleet: fleetModelServices({
+        display: displayParams,
+        ...(resolveAsset ? { resolveAsset } : {}),
+      }),
     },
   });
 }
diff --git a/src/app/layers/transit.js b/src/app/layers/transit.js
index 367fc425e..1b430a957 100644
--- a/src/app/layers/transit.js
+++ b/src/app/layers/transit.js
@@ -1,5 +1,6 @@
 import { createTransitLayer } from '../../layers/transit/index.js';
 import * as render from '../../renderGovernor.js';
+import { fleetModelServices } from './fleetModels.js';
 import * as sprites from '../../data/spriteOrder.js';
 import * as picking from '../../data/pickRegistry.js';
 import * as overlays from '../../overlays/worldOverlay.js';
@@ -19,10 +20,19 @@ import {
  * own mesh floors. An earlier cut imported the legacy module-level singleton
  * instead and could not see either.
  *
- * @param {{surface: object}} options
+ * `displayParams` reads the Flights layer's DISPLAY-rail 3D preference, under
+ * which nearby vehicles are drawn as fleet models.
+ *
+ * @param {{surface: object, source?: object,
+ *   displayParams?: () => object|null, resolveAsset?: (url: string) => string}} options
  * @returns {object}
  */
-export function createApplicationTransit({ surface, source }) {
+export function createApplicationTransit({
+  surface,
+  source,
+  displayParams = null,
+  resolveAsset,
+}) {
   if (!surface?.groundFloor || !surface?.meshFloor)
     throw new TypeError('Transit needs the application surface services');
   const { groundFloor, meshFloor } = surface;
@@ -44,6 +54,10 @@ export function createApplicationTransit({ surface, source }) {
         allocateCorridorCells: groundFloor.allocateCorridorCells,
       },
       mesh: { sampleMeshFloorCells: meshFloor.sampleMeshFloorCells },
+      fleet: fleetModelServices({
+        display: displayParams,
+        ...(resolveAsset ? { resolveAsset } : {}),
+      }),
     },
   });
 }
diff --git a/src/data/aisStreamSentinels.test.mjs b/src/data/aisStreamSentinels.test.mjs
index 5ca3375f7..93569fc97 100644
--- a/src/data/aisStreamSentinels.test.mjs
+++ b/src/data/aisStreamSentinels.test.mjs
@@ -258,3 +258,61 @@ test('partial static data keeps newer live metadata ahead of the old static cach
   assert.equal(rowFor(mmsi).type, '80');
   assert.equal(rowFor(mmsi).destination, 'HAMBURG');
 });
+
+// A static report's dimensions are the antenna's distances to bow (A), stern
+// (B), port (C) and starboard (D): length A+B, beam C+D. Zero is AIS's "not
+// available", so a vessel reporting none has no size, not a size of zero.
+test('a static report gives a vessel its hull length and beam', () => {
+  ingestAisStreamEnvelope(positionReport('636019825', { Sog: 14 }));
+  ingestAisStreamEnvelope({
+    MessageType: 'ShipStaticData',
+    Message: {
+      ShipStaticData: {
+        UserID: 636019825,
+        Name: 'EVER GIVEN',
+        Type: 70,
+        Dimension: { A: 330, B: 70, C: 30, D: 29 },
+      },
+    },
+    MetaData: { MMSI: '636019825' },
+  });
+  const row = rowFor('636019825');
+  assert.equal(row.length, 400);
+  assert.equal(row.beam, 59);
+
+  ingestAisStreamEnvelope(positionReport('636019826', { Sog: 3 }));
+  ingestAisStreamEnvelope({
+    MessageType: 'ShipStaticData',
+    Message: {
+      ShipStaticData: {
+        UserID: 636019826,
+        Type: 52,
+        Dimension: { A: 0, B: 0, C: 0, D: 0 },
+      },
+    },
+    MetaData: { MMSI: '636019826' },
+  });
+  assert.equal(rowFor('636019826').length, null);
+  assert.equal(rowFor('636019826').beam, null);
+});
+
+test('a Class B report carries its dimensions in part B', () => {
+  ingestAisStreamEnvelope(positionReport('244000777', { Sog: 6 }));
+  ingestAisStreamEnvelope({
+    MessageType: 'StaticDataReport',
+    Message: {
+      StaticDataReport: {
+        UserID: 244000777,
+        ReportB: {
+          Valid: true,
+          ShipType: 37,
+          Dimension: { A: 8, B: 4, C: 2, D: 2 },
+        },
+      },
+    },
+    MetaData: { MMSI: '244000777' },
+  });
+  const row = rowFor('244000777');
+  assert.equal(row.length, 12);
+  assert.equal(row.beam, 4);
+});
diff --git a/src/data/fleetModelInstances.test.mjs b/src/data/fleetModelInstances.test.mjs
new file mode 100644
index 000000000..298ef56df
--- /dev/null
+++ b/src/data/fleetModelInstances.test.mjs
@@ -0,0 +1,360 @@
+// The icon-to-model handoff the Vessels, Transit and Rail layers share
+// (fleetModelInstances.js): models only under the DISPLAY 3D toggle and the
+// altitude ceiling, at most `cap` of the nearest, each vehicle's icon the
+// visual until its model is loaded, ready and placed, and a tinted model
+// painted with its route colour.
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import fs from 'node:fs';
+import * as Cesium from 'cesium';
+import {
+  createFleetModel,
+  createFleetModelLayer,
+  fleetModelMatrix,
+  fleetTintShader,
+  FLEET_HEADING_OFFSET_DEG,
+} from './fleetModelInstances.js';
+import {
+  loadFleetModelSet,
+  transitModelSpec,
+  vesselModelSpec,
+} from './fleetModels.js';
+import { fetchPublicFile } from '../testSupport/fleetGlb.mjs';
+
+const realInfo = console.info;
+console.info = () => {};
+const set = await loadFleetModelSet({ fetchImpl: fetchPublicFile });
+console.info = realInfo;
+
+const POLICY = Object.freeze({
+  altitudeCeilingM: 800_000,
+  minimumPixelSize: 16,
+  cap: 2,
+  capAll: 4,
+  addM: 5_000,
+  addAllM: 20_000,
+  keepM: 6_000,
+  keepAllM: 24_000,
+  intervalMs: 80,
+});
+
+const CENTRE = Cesium.Cartesian3.fromDegrees(-122.4, 37.8, 0);
+
+function fakeViewer(height = 1_000) {
+  const primitives = [];
+  const position = Cesium.Cartesian3.fromDegrees(-122.4, 37.8, height);
+  const up = Cesium.Ellipsoid.WGS84.geodeticSurfaceNormal(
+    position,
+    new Cesium.Cartesian3(),
+  );
+  const camera = {
+    positionWC: position,
+    positionCartographic: { height },
+    directionWC: Cesium.Cartesian3.negate(up, new Cesium.Cartesian3()),
+    upWC: Cesium.Cartesian3.UNIT_Z,
+    frustum: {
+      computeCullingVolume: () => ({
+        computeVisibility: () => Cesium.Intersect.INSIDE,
+      }),
+    },
+  };
+  return {
+    camera,
+    scene: {
+      primitives: {
+        add(p) {
+          primitives.push(p);
+          return p;
+        },
+        remove(p) {
+          const i = primitives.indexOf(p);
+          if (i >= 0) primitives.splice(i, 1);
+          return i >= 0;
+        },
+      },
+    },
+    primitives,
+    isDestroyed: () => false,
+  };
+}
+
+function fakeModel(options) {
+  return {
+    ...options,
+    ready: false,
+    show: true,
+    modelMatrix: new Cesium.Matrix4(),
+    destroyed: false,
+    destroy() {
+      this.destroyed = true;
+    },
+    isDestroyed() {
+      return this.destroyed;
+    },
+    update() {},
+  };
+}
+
+/** A vehicle `metres` east of the camera's foot. */
+function itemAt(metres, spec, extra = {}) {
+  const enu = Cesium.Transforms.eastNorthUpToFixedFrame(CENTRE);
+  const position = Cesium.Matrix4.multiplyByPoint(
+    enu,
+    new Cesium.Cartesian3(metres, 0, 0),
+    new Cesium.Cartesian3(),
+  );
+  return { position, headingDeg: 90, spec, tint: null, pickId: null, ...extra };
+}
+
+const flush = () => new Promise((resolve) => setImmediate(resolve));
+
+test('models load from the up-front set, never by URL', async () => {
+  const spec = vesselModelSpec(set, { type: '70', length: 200, beam: 32 });
+  let options = null;
+  await createFleetModel(
+    spec,
+    { scale: spec.scale },
+    {
+      set,
+      resolveAsset: (url) => `/base${url}`,
+      load: async (o) => {
+        options = o;
+        return {};
+      },
+    },
+  );
+  assert.ok(options.gltf instanceof Uint8Array, 'the loaded GLB bytes');
+  assert.equal(options.gltf, set.bytes.get(spec.model));
+  assert.equal(options.basePath, `/base${spec.url}`);
+  assert.equal(options.url, undefined, 'no fetch by URL');
+  assert.deepEqual({ ...options.environmentMapOptions }, { enabled: false });
+  await assert.rejects(
+    createFleetModel({ model: 'missing' }, {}, { set, load: async () => ({}) }),
+    /not loaded/,
+  );
+});
+
+test('the icon stays the visual until the model is ready; only the nearest are drawn', async () => {
+  const viewer = fakeViewer();
+  const display = { models3d: true, models3dMode: 'proximity' };
+  const created = [];
+  const layer = createFleetModelLayer({
+    viewer,
+    display: () => display,
+    policy: POLICY,
+    createModel: async (spec, options) => {
+      const model = fakeModel({ spec, ...options });
+      created.push(model);
+      return model;
+    },
+  });
+  const spec = transitModelSpec(set, { mode: 'tram' });
+  const items = new Map([
+    ['near', itemAt(100, spec, { pickId: 'near' })],
+    ['mid', itemAt(1_000, spec, { pickId: 'mid' })],
+    ['far', itemAt(4_000, spec, { pickId: 'far' })],
+  ]);
+  layer.frame(items, 0);
+  await flush();
+  assert.equal(created.length, POLICY.cap, 'the cap holds');
+  assert.deepEqual(
+    created.map((m) => m.id).sort(),
+    ['mid', 'near'],
+    'the nearest are modelled',
+  );
+  assert.equal(created[0].scale, spec.scale, 'drawn life size');
+  assert.equal(created[0].minimumPixelSize, POLICY.minimumPixelSize);
+
+  layer.frame(items, 100);
+  for (const item of items.values())
+    assert.equal(item.modelOwnsVisual, false, 'not ready: the icon draws');
+  assert.ok(
+    layer.settling > 0,
+    'the layer asks for frames while models settle',
+  );
+
+  for (const model of created) model.ready = true;
+  layer.frame(items, 200);
+  assert.equal(items.get('near').modelOwnsVisual, true);
+  assert.equal(items.get('mid').modelOwnsVisual, true);
+  assert.equal(items.get('far').modelOwnsVisual, false);
+  assert.equal(layer.settling, 0);
+
+  // A placed model stands on its item's point, nose along its heading.
+  const near = created.find((m) => m.id === 'near');
+  const origin = Cesium.Matrix4.getTranslation(
+    near.modelMatrix,
+    new Cesium.Cartesian3(),
+  );
+  assert.ok(
+    Cesium.Cartesian3.distance(origin, items.get('near').position) < 1e-6,
+  );
+
+  // 3D off: every model goes and every icon comes back.
+  display.models3d = false;
+  layer.frame(items, 300);
+  assert.equal(layer.size, 0);
+  for (const item of items.values()) assert.equal(item.modelOwnsVisual, false);
+  assert.ok(
+    created.every((m) => m.destroyed),
+    'released models are destroyed',
+  );
+  layer.destroy();
+  assert.equal(viewer.primitives.length, 0);
+});
+
+test('models stay off above the altitude ceiling', async () => {
+  const viewer = fakeViewer(POLICY.altitudeCeilingM + 1);
+  let calls = 0;
+  const layer = createFleetModelLayer({
+    viewer,
+    display: () => ({ models3d: true }),
+    policy: POLICY,
+    createModel: async (spec, options) => {
+      calls += 1;
+      return fakeModel(options);
+    },
+  });
+  assert.equal(layer.active(), false);
+  layer.frame(new Map([['a', itemAt(0, transitModelSpec(set, {}))]]), 0);
+  await flush();
+  assert.equal(calls, 0);
+  layer.destroy();
+});
+
+test('a tinted model is painted with its route colour; an untinted one is not', async () => {
+  const viewer = fakeViewer();
+  const created = [];
+  const layer = createFleetModelLayer({
+    viewer,
+    display: () => ({ models3d: true }),
+    policy: POLICY,
+    createModel: async (spec, options) => {
+      const model = fakeModel(options);
+      created.push(model);
+      return model;
+    },
+  });
+  const red = Cesium.Color.RED;
+  const tram = transitModelSpec(set, { mode: 'tram' });
+  const ship = vesselModelSpec(set, { type: '70', length: 180 });
+  assert.equal(tram.tinted, true);
+  assert.equal(ship.tinted, false);
+  layer.frame(
+    new Map([
+      ['tram', itemAt(10, tram, { pickId: 'tram', tint: red })],
+      ['ship', itemAt(20, ship, { pickId: 'ship', tint: red })],
+    ]),
+    0,
+  );
+  await flush();
+  const byId = Object.fromEntries(created.map((m) => [m.id, m]));
+  assert.equal(byId.tram.customShader, fleetTintShader(red));
+  assert.equal(byId.ship.customShader, undefined);
+  assert.equal(
+    fleetTintShader(red),
+    fleetTintShader(Cesium.Color.RED),
+    'one shader per colour',
+  );
+  layer.destroy();
+});
+
+test('an elevated vehicle is raised by its type elevation', async () => {
+  const viewer = fakeViewer();
+  const created = [];
+  const layer = createFleetModelLayer({
+    viewer,
+    display: () => ({ models3d: true }),
+    policy: POLICY,
+    createModel: async (spec, options) => {
+      const model = fakeModel({ ...options, ready: true });
+      model.ready = true;
+      created.push(model);
+      return model;
+    },
+  });
+  const monorail = transitModelSpec(set, { mode: 'monorail' });
+  assert.equal(monorail.elevationM, set.types.transit.elevation.monorail);
+  const item = itemAt(10, monorail, { pickId: 'm' });
+  const items = new Map([['m', item]]);
+  layer.frame(items, 0);
+  await flush();
+  layer.frame(items, 100);
+  const origin = Cesium.Matrix4.getTranslation(
+    created[0].modelMatrix,
+    new Cesium.Cartesian3(),
+  );
+  const lifted = Cesium.Cartographic.fromCartesian(origin).height;
+  const ground = Cesium.Cartographic.fromCartesian(item.position).height;
+  assert.ok(Math.abs(lifted - ground - monorail.elevationM) < 1e-3);
+  layer.destroy();
+});
+
+test('a vessel stretched to its reported beam keeps its length scale on the model', () => {
+  const spec = vesselModelSpec(set, { type: '70', length: 200, beam: 60 });
+  assert.ok(spec.scaleXYZ[1] > spec.scaleXYZ[0], 'a wide hull for its length');
+  const matrix = fleetModelMatrix(
+    CENTRE,
+    0,
+    spec,
+    new Cesium.Matrix4(),
+    new Cesium.HeadingPitchRoll(),
+  );
+  const scale = Cesium.Matrix4.getScale(matrix, new Cesium.Cartesian3());
+  // Cesium's axis correction puts the beam on local X, the length on local Y.
+  assert.ok(Math.abs(scale.x - spec.scaleXYZ[1] / spec.scaleXYZ[0]) < 1e-9);
+  assert.ok(Math.abs(scale.y - 1) < 1e-9);
+  assert.equal(FLEET_HEADING_OFFSET_DEG, 180, 'fleet models are built nose -X');
+});
+
+test('Vessels, Transit and Rail draw fleet models under the shared 3D toggle', () => {
+  for (const file of [
+    'src/layers/vessels/rendering.js',
+    'src/layers/transit/rendering.js',
+    'src/layers/rail/rendering.js',
+  ]) {
+    const source = fs.readFileSync(
+      new URL(`../../${file}`, import.meta.url),
+      'utf8',
+    );
+    assert.match(
+      source,
+      /createFleetModelLayer\(/,
+      `${file}: draws fleet models`,
+    );
+    assert.match(
+      source,
+      /loadFleetModelSet\(/,
+      `${file}: loads the set up front`,
+    );
+    assert.match(
+      source,
+      /modelOwnsVisual/,
+      `${file}: hands its icon to the model`,
+    );
+  }
+  for (const file of [
+    'src/app/layers/aisLiveVessels.js',
+    'src/app/layers/transit.js',
+    'src/app/layers/rail.js',
+  ]) {
+    const source = fs.readFileSync(
+      new URL(`../../${file}`, import.meta.url),
+      'utf8',
+    );
+    assert.match(
+      source,
+      /fleet: fleetModelServices\(/,
+      `${file}: given the fleet service`,
+    );
+  }
+  const catalog = fs.readFileSync(
+    new URL('../app/constructCatalog.js', import.meta.url),
+    'utf8',
+  );
+  assert.equal(
+    catalog.match(/displayParams: \(\) => flights\.getParams\(\)/g)?.length,
+    4,
+    'Local ADS-B, Vessels, Transit and Rail follow the Flights 3D toggle',
+  );
+});
diff --git a/src/layers/rail/lifecycle.js b/src/layers/rail/lifecycle.js
index e44dc0ce3..bcf79fadc 100644
--- a/src/layers/rail/lifecycle.js
+++ b/src/layers/rail/lifecycle.js
@@ -95,6 +95,7 @@ export function createLifecycle({ state, services, parts, timetable }) {
           parts.rendering.onPreRender,
         );
       state._networkFade = -1;
+      parts.rendering.startModels();
       parts.viewport.loadCatalog();
       parts.viewport.runProximityCheck();
       restoreSpriteOrder(viewer);
@@ -127,6 +128,7 @@ export function createLifecycle({ state, services, parts, timetable }) {
       state._heldFeedId = null;
       state._feedStatus.clear();
       dropAllTrains();
+      parts.rendering.stopModels();
       // Floor cells and track samples queued for trains now gone.
       parts.rendering.reset();
       parts.routes.hideAll();
@@ -154,6 +156,7 @@ export function createLifecycle({ state, services, parts, timetable }) {
     /** Tear down the collection and release every shared registration. */
     destroy(viewer) {
       this.disable(viewer);
+      parts.rendering.stopModels(true);
       parts.routes.destroy();
       if (state._markers) {
         unregisterSpriteCollection('rail', state._markers);
diff --git a/src/layers/rail/rendering.js b/src/layers/rail/rendering.js
index eff1ace98..15d2bb742 100644
--- a/src/layers/rail/rendering.js
+++ b/src/layers/rail/rendering.js
@@ -26,6 +26,22 @@ import {
   UNSELECTED_TRAIN_ALPHA,
 } from './policy.js';
 import { placeOnPath } from './pathBinding.js';
+import {
+  fleetModelSet,
+  loadFleetModelSet,
+  transitModelSpec,
+} from '../../data/fleetModels.js';
+import { createFleetModelLayer } from '../../data/fleetModelInstances.js';
+
+/** How often the trains near enough for a model are gathered again (wall ms). */
+const MODEL_CANDIDATES_MS = 500;
+/** Each category's colour, painted where a train model marks it. */
+const CATEGORY_TINTS = Object.fromEntries(
+  Object.entries(RAIL_CATEGORY_COLORS).map(([category, css]) => [
+    category,
+    Cesium.Color.fromCssColorString(css),
+  ]),
+);
 
 const SPRITE_PX = 64;
 /** Billboard tints; the setter copies, so sharing one instance is safe. */
@@ -507,6 +523,11 @@ export function createRendering({ state, services, parts }) {
     );
   }
 
+  /** Whether a train's icon is drawn: shown, and not drawn by its model. */
+  function markerShown(entry) {
+    return categoryShown(entry) && !entry.modelOwnsVisual;
+  }
+
   /**
    * A train bound to its railway line is drawn on the line, at the arc its
    * playback has reached; any other train (or a bound train whose reports do
@@ -536,7 +557,7 @@ export function createRendering({ state, services, parts }) {
       undefined,
       scratchPosition,
     );
-    entry.marker.show = categoryShown(entry);
+    entry.marker.show = markerShown(entry);
   }
 
   /** While a train is selected, every other train is drawn see-through. */
@@ -554,7 +575,7 @@ export function createRendering({ state, services, parts }) {
     entry.marker.width = size;
     entry.marker.height = size;
     entry.marker.color = tintFor(entry);
-    entry.marker.show = categoryShown(entry);
+    entry.marker.show = markerShown(entry);
   }
 
   /** Re-tint every train after the selection appeared, moved or cleared. */
@@ -658,7 +679,7 @@ export function createRendering({ state, services, parts }) {
   function cullSelected() {
     const entry = state._trains.get(state._selectedKey);
     if (!entry?.marker) return;
-    const shown = categoryShown(entry) && facesCamera(entry.marker.position);
+    const shown = markerShown(entry) && facesCamera(entry.marker.position);
     if (entry.marker.show !== shown) entry.marker.show = shown;
     parts.routes.cullStops(facesCamera);
   }
@@ -666,6 +687,121 @@ export function createRendering({ state, services, parts }) {
   function onPreRender() {
     advanceMoving();
     if (state._enabled && state._selectedKey !== null) cullSelected();
+    if (state._enabled) updateModels();
+  }
+
+  // Under the DISPLAY rail's 3D toggle, trains near the camera are drawn as
+  // the project's procedural fleet models, chosen by category and mode,
+  // painted in their category colour where the model marks it, on the
+  // aircraft layers' icon-to-model rules (services.fleet). The fleet set
+  // loads once, up front, when the layer starts.
+  let fleetModels = null;
+  let modelItems = new Map();
+  let modelCandidatesAtMs = -Infinity;
+
+  /** Load the fleet set and create the layer's models (on enable). */
+  function startModels() {
+    const fleet = services.fleet;
+    if (!fleet?.policy || !state._viewer) return;
+    loadFleetModelSet({ resolveAsset: fleet.resolveAsset }).catch(() => {
+      /* models stay off; trains keep their icons */
+    });
+    fleetModels ||= createFleetModelLayer({
+      viewer: state._viewer,
+      display: fleet.display,
+      policy: fleet.policy,
+      resolveAsset: fleet.resolveAsset,
+    });
+  }
+
+  /** Hand a train's visual back to its icon. */
+  function handBack(entry) {
+    if (!entry.modelOwnsVisual) return;
+    entry.modelOwnsVisual = false;
+    if (entry.marker) entry.marker.show = markerShown(entry);
+  }
+
+  function modelItem(entry, set) {
+    let item = modelItems.get(entry.key);
+    if (!item || item.entry !== entry)
+      item = { entry, pickId: entry.key, modelOwnsVisual: false };
+    const specKey = `${entry.category}|${entry.railMode}`;
+    if (item.specKey !== specKey) {
+      item.specKey = specKey;
+      item.spec = transitModelSpec(set, {
+        railCategory: entry.category,
+        railMode: entry.railMode,
+      });
+      item.tint = CATEGORY_TINTS[entry.category] || CATEGORY_TINTS.local;
+    }
+    item.position = entry.marker.position;
+    item.headingDeg = Number.isFinite(entry.courseDeg) ? entry.courseDeg : 0;
+    item.show = categoryShown(entry);
+    return item;
+  }
+
+  function updateModels() {
+    if (!fleetModels) return;
+    if (!fleetModels.active() || state._trains.size === 0) {
+      if (modelItems.size) {
+        fleetModels.frame(new Map(), performance.now());
+        for (const item of modelItems.values()) handBack(item.entry);
+        modelItems = new Map();
+      }
+      return;
+    }
+    const set = fleetModelSet();
+    const now = performance.now();
+    const next = new Map();
+    if (now - modelCandidatesAtMs >= MODEL_CANDIDATES_MS) {
+      modelCandidatesAtMs = now;
+      const camera = state._viewer?.camera;
+      const policy = services.fleet.policy;
+      const keepM =
+        services.fleet.display?.()?.models3dMode === 'all'
+          ? policy.keepAllM
+          : policy.keepM;
+      const limitSq = keepM * keepM * 1.44;
+      if (camera?.positionWC)
+        for (const entry of state._trains.values()) {
+          if (!entry.marker || !categoryShown(entry)) continue;
+          if (
+            Cesium.Cartesian3.distanceSquared(
+              camera.positionWC,
+              entry.marker.position,
+            ) > limitSq
+          )
+            continue;
+          next.set(entry.key, modelItem(entry, set));
+        }
+    } else {
+      for (const [key, item] of modelItems)
+        if (state._trains.get(key) === item.entry && item.entry.marker)
+          next.set(key, modelItem(item.entry, set));
+    }
+    for (const [key, item] of modelItems)
+      if (next.get(key) !== item) handBack(item.entry);
+    modelItems = next;
+    fleetModels.frame(modelItems, now);
+    for (const item of modelItems.values()) {
+      const entry = item.entry;
+      if (item.modelOwnsVisual) {
+        entry.modelOwnsVisual = true;
+        entry.marker.show = false;
+      } else handBack(entry);
+    }
+    if (fleetModels.settling) governorRequestRender('rail-models');
+  }
+
+  /** Drop every model (layer disabled); `destroy` also removes the collection. */
+  function stopModels(destroy = false) {
+    for (const item of modelItems.values()) item.entry.modelOwnsVisual = false;
+    modelItems = new Map();
+    modelCandidatesAtMs = -Infinity;
+    if (destroy) {
+      fleetModels?.destroy();
+      fleetModels = null;
+    } else fleetModels?.clear();
   }
 
   function advanceMoving() {
@@ -697,7 +833,7 @@ export function createRendering({ state, services, parts }) {
   function applyCategoryVisibility() {
     for (const entry of state._trains.values()) {
       if (!entry.marker) continue;
-      entry.marker.show = categoryShown(entry);
+      entry.marker.show = markerShown(entry);
       schedulePlayback(entry);
     }
     syncRenderHold();
@@ -720,5 +856,7 @@ export function createRendering({ state, services, parts }) {
     applyCategoryVisibility,
     categoryShown,
     reset,
+    startModels,
+    stopModels,
   };
 }
diff --git a/src/layers/transit/lifecycle.js b/src/layers/transit/lifecycle.js
index 90210063a..2b24f51de 100644
--- a/src/layers/transit/lifecycle.js
+++ b/src/layers/transit/lifecycle.js
@@ -195,6 +195,7 @@ export function createLifecycle({ state, services, parts }) {
           parts.rendering.onPreRender,
         );
       }
+      parts.rendering.startModels();
       parts.viewport.runProximityCheck();
       restoreSpriteOrder(viewer);
     },
@@ -242,6 +243,7 @@ export function createLifecycle({ state, services, parts }) {
         destroyTrack(entry.track);
       }
       state._vehicles.clear();
+      parts.rendering.stopModels();
       parts.height.clear();
       state._markers?.removeAll();
       state._animatedMarkers?.removeAll();
@@ -282,6 +284,7 @@ export function createLifecycle({ state, services, parts }) {
      */
     destroy(viewer) {
       this.disable(viewer);
+      parts.rendering.stopModels(true);
       if (state._markers) {
         unregisterSpriteCollection('transit', state._markers);
         viewer?.scene?.primitives?.remove(state._markers);
diff --git a/src/layers/transit/rendering.js b/src/layers/transit/rendering.js
index 664b1688d..7ba55c47f 100644
--- a/src/layers/transit/rendering.js
+++ b/src/layers/transit/rendering.js
@@ -27,6 +27,12 @@ import {
   TRANSIT_MODE_COLORS,
   vehicleNearView,
 } from './policy.js';
+import {
+  fleetModelSet,
+  loadFleetModelSet,
+  transitModelSpec,
+} from '../../data/fleetModels.js';
+import { createFleetModelLayer } from '../../data/fleetModelInstances.js';
 
 export const MODE_CESIUM_COLORS = Object.fromEntries(
   Object.entries(TRANSIT_MODE_COLORS).map(([mode, css]) => [
@@ -100,7 +106,8 @@ export function createRendering({ state, services, parts }) {
     );
     entry.surfaceReady = !!known;
     entry.heightPending = !known;
-    entry.marker.show = !!known && vehicleInView(entry);
+    entry.marker.show =
+      !!known && vehicleInView(entry) && !entry.modelOwnsVisual;
     if (known) {
       entry.marker.position = state._scratchCartesian;
       entry.hasRendered = true;
@@ -403,6 +410,7 @@ export function createRendering({ state, services, parts }) {
     const now = state.now();
     if (state._vehicles.size === 0) {
       state._moving.clear();
+      updateModels();
       syncRenderHold();
       return;
     }
@@ -450,9 +458,97 @@ export function createRendering({ state, services, parts }) {
         : 0;
     }
     if (state._heightDirty.size) governorRequestRender('transit-height-batch');
+    updateModels();
     syncRenderHold();
   }
 
+  // Under the DISPLAY rail's 3D toggle, vehicles in view near the camera are
+  // drawn as the project's procedural fleet models, chosen by mode, painted
+  // in their mode colour where the model marks it, on the aircraft layers'
+  // icon-to-model rules (services.fleet). The fleet set loads once, up front,
+  // when the layer starts.
+  let fleetModels = null;
+  let modelItems = new Map();
+
+  /** Load the fleet set and create the layer's models (on enable). */
+  function startModels() {
+    const fleet = services.fleet;
+    if (!fleet?.policy || !state._viewer) return;
+    loadFleetModelSet({ resolveAsset: fleet.resolveAsset }).catch(() => {
+      /* models stay off; vehicles keep their icons */
+    });
+    fleetModels ||= createFleetModelLayer({
+      viewer: state._viewer,
+      display: fleet.display,
+      policy: fleet.policy,
+      resolveAsset: fleet.resolveAsset,
+    });
+  }
+
+  /** Hand an entry's visual back to its icon. */
+  function handBack(entry) {
+    if (!entry.modelOwnsVisual) return;
+    entry.modelOwnsVisual = false;
+    if (entry.marker)
+      entry.marker.show =
+        vehicleInView(entry) &&
+        !entry.heightPending &&
+        entry.surfaceReady !== false;
+  }
+
+  function updateModels() {
+    if (!fleetModels) return;
+    if (!fleetModels.active() || state._vehicles.size === 0) {
+      if (modelItems.size) {
+        fleetModels.frame(new Map(), performance.now());
+        for (const item of modelItems.values()) handBack(item.entry);
+        modelItems = new Map();
+      }
+      return;
+    }
+    const set = fleetModelSet();
+    const next = new Map();
+    for (const entry of state._visible) {
+      if (!entry.marker || !entry.hasRendered) continue;
+      let item = modelItems.get(entry.key);
+      if (!item || item.entry !== entry) {
+        item = { entry, pickId: entry.key, modelOwnsVisual: false };
+      }
+      if (item.mode !== entry.mode) {
+        item.mode = entry.mode;
+        item.spec = transitModelSpec(set, { mode: entry.mode });
+        item.tint =
+          MODE_CESIUM_COLORS[entry.mode] || MODE_CESIUM_COLORS.unknown;
+      }
+      item.position = entry.marker.position;
+      item.headingDeg = Number.isFinite(entry.courseDeg) ? entry.courseDeg : 0;
+      item.show = !entry.heightPending && entry.surfaceReady !== false;
+      next.set(entry.key, item);
+    }
+    for (const [key, item] of modelItems)
+      if (next.get(key) !== item) handBack(item.entry);
+    modelItems = next;
+    fleetModels.frame(modelItems, performance.now());
+    for (const item of modelItems.values()) {
+      const entry = item.entry;
+      if (item.modelOwnsVisual) {
+        entry.modelOwnsVisual = true;
+        entry.marker.show = false;
+      } else handBack(entry);
+    }
+    if (fleetModels.settling) governorRequestRender('transit-models');
+  }
+
+  /** Drop every model (layer disabled); `destroy` also removes the collection. */
+  function stopModels(destroy = false) {
+    for (const item of modelItems.values()) item.entry.modelOwnsVisual = false;
+    modelItems = new Map();
+    if (destroy) {
+      fleetModels?.destroy();
+      fleetModels = null;
+    } else fleetModels?.clear();
+  }
+
   const occluder = new Cesium.EllipsoidalOccluder(Cesium.Ellipsoid.WGS84);
   const sphere = new Cesium.BoundingSphere(undefined, 5);
   const cameraPosition = new Cesium.Cartesian3();
@@ -556,7 +652,10 @@ export function createRendering({ state, services, parts }) {
         }
       }
       entry.marker.show =
-        visible && !entry.heightPending && entry.surfaceReady !== false;
+        visible &&
+        !entry.heightPending &&
+        entry.surfaceReady !== false &&
+        !entry.modelOwnsVisual;
       visibility.heightPending = !!entry.heightPending;
       visibility.surfaceReady = entry.surfaceReady ?? null;
       schedulePlayback(entry);
@@ -621,5 +720,7 @@ export function createRendering({ state, services, parts }) {
     setStylePreset,
     onPreRender,
     syncRenderHold,
+    startModels,
+    stopModels,
   };
 }
diff --git a/src/layers/vessels/ingestion.js b/src/layers/vessels/ingestion.js
index 735f32daa..c291c8e35 100644
--- a/src/layers/vessels/ingestion.js
+++ b/src/layers/vessels/ingestion.js
@@ -213,6 +213,8 @@ export function createIngestion({
       imo: record.imo,
       type: record.type,
       destination: record.destination,
+      length: record.lengthM ?? null,
+      beam: record.beamM ?? null,
       speed: record.speedMps == null ? null : record.speedMps / 0.514444,
       course: record.courseDeg,
       heading: record.headingDeg,
diff --git a/src/layers/vessels/lifecycle.js b/src/layers/vessels/lifecycle.js
index 4c457c198..fd7b6becd 100644
--- a/src/layers/vessels/lifecycle.js
+++ b/src/layers/vessels/lifecycle.js
@@ -248,6 +248,7 @@ export function createLifecycle({
       if (state.preRenderRemover) {
         state.preRenderRemover();
       }
+      components.rendering.destroyModels();
       resetState();
     },
   };
diff --git a/src/layers/vessels/records.js b/src/layers/vessels/records.js
index 17296cc62..7b70a3105 100644
--- a/src/layers/vessels/records.js
+++ b/src/layers/vessels/records.js
@@ -25,6 +25,9 @@ export function normalizeVessel(row) {
     imo: String(row.imo || ''),
     type: String(row.type || ''),
     destination: String(row.destination || ''),
+    // Hull length and beam (metres), null when unreported.
+    length: positiveNumber(row.length),
+    beam: positiveNumber(row.beam),
     speed: finiteNumber(row.speed),
     course: finiteNumber(row.course),
     heading: finiteNumber(row.heading),
@@ -46,6 +49,11 @@ function stampFix(record, receivedAtMs, feedLatestEpoch) {
   record.fixFeedEpoch = feedLatestEpoch;
 }
 
+function positiveNumber(value) {
+  const number = finiteNumber(value);
+  return number !== null && number > 0 ? number : null;
+}
+
 function finiteNumber(value) {
   if (value === null || value === undefined || value === '') return null;
   const number = Number(value);
@@ -147,6 +155,8 @@ export class VesselRecords {
         record.imo = next.imo;
         record.type = next.type;
         record.destination = next.destination;
+        record.length = next.length;
+        record.beam = next.beam;
         record.speed = next.speed;
         record.course = next.course;
         record.heading = next.heading;
diff --git a/src/layers/vessels/rendering.js b/src/layers/vessels/rendering.js
index 7a6aa6739..a5c27d637 100644
--- a/src/layers/vessels/rendering.js
+++ b/src/layers/vessels/rendering.js
@@ -22,10 +22,19 @@ import {
   followsClock,
 } from './policy.js';
 import { vesselPositionAt } from './motion.js';
+import {
+  fleetModelSet,
+  loadFleetModelSet,
+  vesselModelSpec,
+} from '../../data/fleetModels.js';
+import { createFleetModelLayer } from '../../data/fleetModelInstances.js';
 
 /** How often vessels move on as the world clock plays (wall ms). */
 const FOLLOW_POSITION_MS = 250;
 
+/** How often the vessels near enough for a model are gathered again (wall ms). */
+const MODEL_CANDIDATES_MS = 500;
+
 export function createRendering({
   vesselState,
   services,
@@ -56,6 +65,12 @@ export function createRendering({
       VESSEL_LIFT_M,
     );
     visual.position = Cesium.Cartesian3.fromDegrees(lon, lat, heightM);
+    // A ship model's origin is its waterline: the sea surface, unlifted.
+    visual.waterline = Cesium.Cartesian3.fromDegrees(
+      lon,
+      lat,
+      heightM - VESSEL_LIFT_M,
+    );
     visual.surfacePosition = Cesium.Cartesian3.fromDegrees(lon, lat, 0);
     visual.normal = Cesium.Ellipsoid.WGS84.geodeticSurfaceNormal(
       visual.position,
@@ -101,6 +116,7 @@ export function createRendering({
   }
 
   function ensureCollections(viewer) {
+    ensureModels(viewer);
     if (!viewer || state.billboardCollection) return;
     state.billboardCollection = new Cesium.BillboardCollection({
       blendOption: Cesium.BlendOption.TRANSLUCENT,
@@ -203,6 +219,126 @@ export function createRendering({
     return icon;
   }
 
+  // Under the DISPLAY rail's 3D toggle, vessels near the camera are drawn as
+  // the project's procedural fleet models at their reported length and beam,
+  // on the aircraft layers' icon-to-model rules (services.fleet). The fleet
+  // set loads once, up front, when the layer starts.
+  let fleetModels = null;
+  let modelItems = new Map();
+  let modelCandidatesAtMs = -Infinity;
+
+  function ensureModels(viewer) {
+    const fleet = services.fleet;
+    if (!viewer || fleetModels || !fleet?.policy) return;
+    loadFleetModelSet({ resolveAsset: fleet.resolveAsset }).catch(() => {
+      /* models stay off; vessels keep their icons */
+    });
+    fleetModels = createFleetModelLayer({
+      viewer,
+      display: fleet.display,
+      policy: fleet.policy,
+      resolveAsset: fleet.resolveAsset,
+    });
+  }
+
+  /** The model item for `record`, its spec rebuilt only when its type or size changes. */
+  function modelItem(record, set) {
+    let item = modelItems.get(record.id);
+    const specKey = `${record.type}|${record.length}|${record.beam}|${record.name}`;
+    if (!item) {
+      item = { pickId: record, tint: null, modelOwnsVisual: false };
+      modelItems.set(record.id, item);
+    }
+    if (item.specKey !== specKey) {
+      item.specKey = specKey;
+      item.spec = vesselModelSpec(set, record);
+    }
+    const visual = getVisual(record);
+    item.record = record;
+    item.position = visual.waterline;
+    item.headingDeg = vesselCourseDeg(record);
+    item.show = record.id !== state.cockpitSubjectId;
+    return item;
+  }
+
+  /** Gather the vessels within the models' keep radius of the camera. */
+  function gatherModelItems(set, prefs) {
+    const camera = state.viewer?.camera;
+    const policy = services.fleet.policy;
+    const keepM =
+      prefs?.models3dMode === 'all' ? policy.keepAllM : policy.keepM;
+    const next = new Map();
+    if (camera?.positionWC) {
+      const limitSq = keepM * keepM * 1.44;
+      for (const record of state.records.all) {
+        const visual = getVisual(record);
+        if (!visual.waterline) continue;
+        if (
+          Cesium.Cartesian3.distanceSquared(
+            camera.positionWC,
+            visual.waterline,
+          ) > limitSq
+        )
+          continue;
+        next.set(record.id, modelItem(record, set));
+      }
+    }
+    for (const [id, item] of modelItems)
+      if (!next.has(id)) handBackVisual(item);
+    modelItems = next;
+  }
+
+  /** Give a vessel's icon back when its model no longer draws it. */
+  function handBackVisual(item) {
+    if (!item.ownedBillboard) return;
+    item.ownedBillboard = false;
+    const billboard = getVisual(item.record).billboard;
+    if (billboard)
+      billboard.show =
+        isVisible(getVisual(item.record).surfacePosition, makeOccluder()) &&
+        item.record.id !== state.cockpitSubjectId;
+  }
+
+  function updateModels() {
+    if (!fleetModels) return;
+    if (!fleetModels.active()) {
+      if (modelItems.size) {
+        fleetModels.frame(modelItems, performance.now());
+        for (const item of modelItems.values()) handBackVisual(item);
+        modelItems = new Map();
+      }
+      return;
+    }
+    const set = fleetModelSet();
+    const now = performance.now();
+    if (now - modelCandidatesAtMs >= MODEL_CANDIDATES_MS) {
+      modelCandidatesAtMs = now;
+      gatherModelItems(set, services.fleet.display?.());
+    } else {
+      for (const [id, item] of modelItems) {
+        if (state.records.byId.get(id) === item.record)
+          modelItem(item.record, set);
+        else modelItems.delete(id);
+      }
+    }
+    fleetModels.frame(modelItems, now);
+    for (const item of modelItems.values()) {
+      const billboard = getVisual(item.record).billboard;
+      if (item.modelOwnsVisual) {
+        item.ownedBillboard = true;
+        if (billboard) billboard.show = false;
+      } else handBackVisual(item);
+    }
+    if (fleetModels.settling) governorRequestRender('ais-vessels-models');
+  }
+
+  function destroyModels() {
+    fleetModels?.destroy();
+    fleetModels = null;
+    modelItems = new Map();
+    modelCandidatesAtMs = -Infinity;
+  }
+
   // Vessels move only when a poll lands, so the layer does not hold the
   // continuous render loop. Its passes run in preRender, which idle mode fires
   // only for rendered frames: a forced pass (new data, selection) requests its
@@ -216,6 +352,7 @@ export function createRendering({
     state.preRenderRemover = viewer.scene.preRender.addEventListener(() => {
       if (followsClock(vesselState)) followClockPositions();
       updateVisibility();
+      if (state.feed.enabled) updateModels();
     });
   }
 
@@ -307,7 +444,9 @@ export function createRendering({
         if (visual.billboard) {
           // The bridge camera sits on this sprite; showing it would fill the view.
           visual.billboard.show =
-            visible && record.id !== state.cockpitSubjectId;
+            visible &&
+            record.id !== state.cockpitSubjectId &&
+            !modelItems.get(record.id)?.ownedBillboard;
           if (visible && doRotations && scene) {
             const rot = screenProjectedRotation(
               scene,
@@ -582,6 +721,12 @@ export function createRendering({
     if (state.billboardCollection) {
       state.billboardCollection.show = show;
     }
+    fleetModels?.setVisible(show);
+    if (!show && fleetModels) {
+      fleetModels.clear();
+      for (const item of modelItems.values()) item.ownedBillboard = false;
+      modelItems = new Map();
+    }
     vesselState._vesselOverlayHost.setVisible(VESSEL_OVERLAY_SOURCE_ID, show);
   }
   return {
@@ -607,5 +752,7 @@ export function createRendering({
     labelPriority,
     hasUsefulName,
     setVisible,
+    updateModels,
+    destroyModels,
   };
 }
diff --git a/src/sources/live/vessels.js b/src/sources/live/vessels.js
index 366ef2beb..3ea9c113f 100644
--- a/src/sources/live/vessels.js
+++ b/src/sources/live/vessels.js
@@ -10,6 +10,12 @@ function vesselMmsi(row) {
   return MMSI_PATTERN.test(text) ? text : '';
 }
 
+/** A positive measurement, else null. */
+function positive(value) {
+  const number = finite(value);
+  return number !== null && number > 0 ? number : null;
+}
+
 /** A row's stable id when its source names none: its MMSI or identifier. */
 function defaultVesselId(row) {
   return String(row?.mmsi || row?.input_identifier || '');
@@ -39,6 +45,9 @@ export function normalizeVesselObservation(row, reference = null, id = null) {
     imo: String(row.imo || ''),
     type: String(row.type_specific || row.type || ''),
     destination: String(row.destination || ''),
+    // Hull length and beam (metres) when the source reports them.
+    lengthM: positive(row.length),
+    beamM: positive(row.beam),
     speedMps: speedKts == null ? null : speedKts * 0.514444,
     courseDeg: finite(row.course),
     headingDeg: finite(row.heading),

From 058ed0ffebb4dfd83c694331cb2bdb7af3ea0f71 Mon Sep 17 00:00:00 2001
From: Sameh Khamis <sameh@halfpixel.ai>
Date: Fri, 13 Nov 2026 00:06:17 -0800
Subject: [PATCH 4/8] docs: the fleet models, and changelog entry

---
 changelog.d/1697-fleet-models.md |  8 ++++++++
 docs/CURRENT-STATE.md            | 33 ++++++++++++++++++--------------
 2 files changed, 27 insertions(+), 14 deletions(-)
 create mode 100644 changelog.d/1697-fleet-models.md

diff --git a/changelog.d/1697-fleet-models.md b/changelog.d/1697-fleet-models.md
new file mode 100644
index 000000000..963242a49
--- /dev/null
+++ b/changelog.d/1697-fleet-models.md
@@ -0,0 +1,8 @@
+- Draw every 3D model from the project's procedural fleet set: 121 models
+  (about 2 MB, MIT like the code) chosen per vehicle by type and drawn life
+  size, replacing the eight third-party aircraft models. Flights, Military
+  Flights and Local ADS-B pick a model by ICAO type, class and emitter
+  category; Vessels, Transit and Rail now draw models too, under the same 3D
+  toggle and distances, a ship at its AIS length and beam and a tram, bus or
+  train in its mode or category colour. The whole set loads once when a layer
+  starts (samehkhamis, #1697).
diff --git a/docs/CURRENT-STATE.md b/docs/CURRENT-STATE.md
index 6073b5c84..4ab5329ba 100644
--- a/docs/CURRENT-STATE.md
+++ b/docs/CURRENT-STATE.md
@@ -2420,8 +2420,9 @@ is validated against Cesium 1.138.0 and must be revalidated on upgrades.
 
 `scripts/qa-anime-sky.mjs` checks asset readiness, visible Normal sky and
 Anime band coverage against a Vite dev server.
-`scripts/qa-sky-model-lighting.mjs` compares a lit `airplane.glb` against
-black and white environment maps in isolated scenes.
+`scripts/qa-sky-model-lighting.mjs` compares a lit fleet airliner
+(`public/models/fleet/aircraft/a320.glb`) against black and white environment
+maps in isolated scenes.
 
 ## Model atmosphere on Apple Metal
 
@@ -3606,20 +3607,22 @@ This is the current runtime/source-of-truth snapshot for the project.
 >   24.09 m aft (70 % of the model's rendered envelope, so inside it), 2.22 m
 >   below centre (6 %), and 2e-9 m off the centreline.
 > - **The tracked trail attaches to REAL HULL, aft and below (2026-08-23):**
->   `MODEL_TRAIL_ANCHOR_NATIVE` (`src/data/modelVisualAnchor.js`) holds, per GLB
->   and in RAW glTF coordinates (see the transform-chain entry below), the point
->   of the hull's CENTRELINE PROFILE (its y = 0 slice) closest to the aft-belly
->   AABB corner. It is NOT the corner: a bounding-box corner is empty
->   space, 4.80 m off the nearest triangle on `airplane.glb` and 6.14 m on
->   `jet.glb`, so the trail ended in mid air beside the aircraft. The head segment
+>   `FLEET_TRAIL_ANCHORS` (`src/data/fleetTrailAnchors.js`, generated by
+>   `scripts/measure-fleet-trail-anchors.mjs`) holds, per fleet aircraft and
+>   helicopter model and in RAW glTF coordinates (see the transform-chain entry
+>   below), the point of the hull's CENTRELINE PROFILE (its centreline slice)
+>   closest to the aft-belly AABB corner. It is NOT the corner: a bounding-box
+>   corner is empty space (4.80 m off the nearest triangle on the airliner
+>   asset this was first measured on, 6.14 m on the jet), so the trail ended in
+>   mid air beside the aircraft. The head segment
 >   is drawn from a point behind the aircraft to this anchor, so the anchor must
 >   stay aft (83–96 % of each aft extreme) or the segment enters at the tail and
->   stops inside the fuselage. `modelScale.test.mjs` reads the POSITION BUFFERS —
+>   stops inside the fuselage. `fleetModels.test.mjs` reads the POSITION BUFFERS —
 >   real vertices and triangles, because accessor min/max cannot tell a corner
 >   from a surface — and re-derives on-hull, aft, lowest-at-its-station,
 >   on-centreline, and the construction itself. Re-measure, never re-guess.
 > - **The trail anchor rides CESIUM'S transform chain, not a hand-rolled one
->   (2026-08-23 regression fix):** `MODEL_TRAIL_ANCHOR_NATIVE` stores RAW
+>   (2026-08-23 regression fix):** `FLEET_TRAIL_ANCHORS` stores RAW
 >   glTF coordinates and `modelAnchorWorld()` assembles
 >   `modelMatrix × components.transform × axisCorrection` — the same chain
 >   `ModelSceneGraph` renders with, built from Cesium's own exported
@@ -3654,7 +3657,7 @@ This is the current runtime/source-of-truth snapshot for the project.
 >   ENVELOPE, and between them the drawn start slides along the segment so the
 >   visible length grows CONTINUOUSLY from zero. Three earlier cuts are recorded
 >   because their shape matters: testing segment LENGTH against the radius HID
->   real trail (58 m aft of `airplane.glb`'s 34.41 m envelope gives a 33.98 m
+>   real trail (58 m aft of an airliner's 34.41 m envelope gives a 33.98 m
 >   segment, suppressed, though ~23.6 m of it is open air); CLIPPING at the
 >   envelope and keeping only what lay outside stopped a moving trail visibly
 >   SHORT of the aircraft, since a bounding sphere encloses a lot of empty space
@@ -4830,8 +4833,9 @@ activeCameraCardEnabled: true })` may publish it through the retained
 > - **Flights 3D/cockpit hardening:** the destination-direction cue is an
 >   inline SVG rather than a remotely loaded Material Icons ligature, so a
 >   blocked or late font can no longer expand the literal word `navigation`
->   across the cockpit. The grounded `airplane.glb` belly offset is calibrated
->   to the current asset's measured Y-up bounds (`0.063` native units).
+>   across the cockpit. A grounded aircraft stands its fleet model's scaled
+>   clearance (the catalog's `clearance`, measured below the model's origin)
+>   above the ground.
 >   Contact Previous/Next and Live Signals aircraft handoffs now
 >   re-seed the first-person camera anchor at the selected flight immediately;
 >   bounded feed-correction smoothing remains scoped to the same aircraft.
@@ -7290,7 +7294,8 @@ pins and share links already supply complete boxes.
   normal four-samples-per-250-ms budget. Retry timestamps more than the maximum
   30-second backoff ahead of the current clock are ignored. A smaller rollback
   can retain a bounded retry delay of up to 30 seconds.
-- Commercial and military aircraft use the same high-level FLEET model regime: 2D billboards when zoomed out, optional glTF models when closer, controlled by the DISPLAY rail `3D` toggle and `Proximity` / `All` modes. Since 2026-08-16 (Hangar fleet) models are PER-CLASS: real CC-BY GLBs for light/bizjet/turboprop/widebody/helicopter/uav (`CLASS_MODEL_REAL` in `src/data/aircraftClass.js` — meters-baked, scale 1, per-model belly/radius; provenance in `public/models/README.md`), the shared `airplane.glb` for the remaining civilian classes, and the military layer maps weight classes (real GLBs / 747 heavies / `jet.glb` fastjets, per-model heading offsets, flat amber or emergency red). Textured civilians carry a HEAVY tint, not a light one: `MODEL_COLOR_BLEND_AMOUNT` is `0.94` in BOTH layers under Cesium's `ColorBlendMode.MIX`, so the class colour supplies 94% of the surface and the asset's own texture ~6%. The visual direction is clean light silhouettes with only a weak diffuse contribution from the approved textures, so liveries deliberately do NOT read. IR boost raises the blend to a full `1.0`. Under NVG/FLIR (map preset or Cockpit vision) models render unlit flat-white at full alpha and scene fog is disabled (fog otherwise blacks out distant models with the globe hidden); state restores on exit.
+- Commercial and military aircraft use the same high-level FLEET model regime: 2D billboards when zoomed out, optional glTF models when closer, controlled by the DISPLAY rail `3D` toggle and `Proximity` / `All` modes. Every model is one of the project's procedural fleet models (`public/models/fleet/`, MIT, 121 GLBs, about 2 MB in all; `public/models/README.md`), chosen per aircraft by `aircraftModelSpec` (`src/data/fleetModels.js`): its ICAO type's entry in `types.json`, else the model of its `classifyAircraft` class for a type the map lacks, else its ADS-B emitter category's, else the default airliner. It is drawn LIFE SIZE: the type's published length over the model's built length (`src/layers/flights/modelSpec.js`, shared by Flights, Military Flights and Local ADS-B), and a grounded aircraft stands the model's scaled clearance above the ground. `classifyAircraft` still picks the 2D icons. The whole set loads once, up front, when a layer that draws it starts (`loadFleetModelSet`, which logs `[Fleet] N/121 models (X MB) loaded in N ms`); models are built from those bytes, never fetched mid-session, and an aircraft stays its billboard until the set has loaded. Textured civilians carry a HEAVY tint, not a light one: `MODEL_COLOR_BLEND_AMOUNT` is `0.94` in BOTH layers under Cesium's `ColorBlendMode.MIX`, so the class colour supplies 94% of the surface and the model's own vertex colour ~6%; military models are flat amber, or emergency red. IR boost raises the blend to a full `1.0`. Under NVG/FLIR (map preset or Cockpit vision) models render unlit flat-white at full alpha and scene fog is disabled (fog otherwise blacks out distant models with the globe hidden); state restores on exit.
+- Vessels, Transit and Rail draw fleet models under the same DISPLAY rail `3D` toggle, at the same altitude ceiling, caps and add/keep radii as the aircraft (`FLEET_MODEL_POLICY`, `src/layers/flights/policy.js`; `createFleetModelLayer`, `src/data/fleetModelInstances.js`). A vessel's model follows its AIS ship type and is drawn at its reported length and beam (AIS static dimensions A+B and C+D, now carried on vessel rows as `length` and `beam`), standing at the sea surface, heading by true heading then course. A transit vehicle's model follows its mode, a train's its rail category and mode; both stand on the road or rail top they are drawn on (a monorail or gondola raised by `transit.elevation`) and are painted in their mode or category colour where the model's `_TINT` attribute marks it. Each vehicle's icon stays the visual until its model is loaded, ready and placed; a model is picked as its icon is.
 - **Aircraft models skip Cesium's dynamic environment map (2026-10-24).** Flights, Military Flights and Local ADS-B pass `environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS` (`{ enabled: false }`, `src/data/aircraftModelLighting.js`) to every drawn model. Otherwise each `Model` renders the sky around it and reads it back from the GPU (`readPixels`) when it is first placed, and again whenever it moves more than 1 km, the scene's atmosphere settings change, or (under sunlight dynamic lighting) an hour of scene time passes (`DynamicEnvironmentMapManager`, Cesium 1.138). With the class colour supplying 94% of the surface, the models are lit from Cesium's default spherical harmonics instead, with no specular environment map, so the sky's model-lighting cube map no longer reaches aircraft. `src/data/aircraftModelLighting.test.mjs` pins the option at every drawn model call; the two preload calls only warm the glTF cache and are never drawn.
 - The DISPLAY-rail `3D` toggle is the user-facing activation path for both aircraft layers. Their small approved GLBs build their render resources without Cesium's frame-spread job queue, preventing continuous Photorealistic 3D Tiles streaming from starving model readiness; model caps, tracking, camera, and fallback billboards are unchanged.
 - **The `3D` toggle DEFAULTS ON in `proximity` on a first run.** Proximity is itself the budget — models appear only below `MODEL_ALT_CEIL_M` and only for the nearest `MODEL_MAX` in view — so the default costs nothing at globe scale, and `all` remains a deliberate opt-in. A fresh boot runs NO layer-state restoration (`LayerStateCoordinator.start()` returns early with neither a share payload nor stored state), so four independent initializers decide what a first-run operator sees and must agree: `booleanOption('models3d', 'e', true)` in `src/data/layerState.js`, `_models3dEnabled = true` in BOTH flight layers, `this._models3dEnabled = true` in `src/ui/aircraftDisplay.js`, and the `active` / `visible` classes on `#models3d-toggle` / `#models3d-mode-row` in `index.html`. All four are pinned together in `src/data/layerState.test.mjs`. Explicit state still wins: because the codec omits default-valued options, `models3d: false` is now what travels in a link (`lo=…f.e.0`) and restores OFF at both aircraft layers. **Consequence for returning users:** a stored `gev:layer-state:v2` blob is a FULL options snapshot, so a session that wrote one before this change carries `models3d:false` and keeps 3D off until the operator flips it (or clears the key) — the durable snapshot is treated as the recipient's own state, by design.

From a44c42eb9413aff23a276e448e7014d2539e9905 Mon Sep 17 00:00:00 2001
From: Sameh Khamis <sameh@halfpixel.ai>
Date: Fri, 13 Nov 2026 00:36:34 -0800
Subject: [PATCH 5/8] fix(vessels, transit, rail): fleet models keep their
 cards and detection, stand on the floor, clip ships at the waterline and
 follow NVG/FLIR

- a vehicle drawn as a model keeps its selected card and stays in the detection overlay
- transit and rail models drop the 1.5 m floor lift their icons carry
- vessel models are clipped below the waterline
- models switch to an unlit white look under NVG/FLIR and back
- unknown transit modes keep their icon
- aircraft model specs are cached per set; no key-array copies per frame
---
 src/data/fleetModelInstances.js       |  71 +++++++++++---
 src/data/fleetModelInstances.test.mjs | 127 ++++++++++++++++++++++++++
 src/data/modelScale.test.mjs          |   8 ++
 src/layers/flights/modelSpec.js       |  30 ++++--
 src/layers/rail/rendering.js          |  21 ++++-
 src/layers/rail/selection.js          |   9 +-
 src/layers/transit/queries.js         |   4 +-
 src/layers/transit/rendering.js       |  26 ++++--
 src/layers/transit/selection.js       |   6 +-
 src/layers/vessels/queries.js         |   8 +-
 src/layers/vessels/rendering.js       | 121 +++++++++++++-----------
 11 files changed, 342 insertions(+), 89 deletions(-)

diff --git a/src/data/fleetModelInstances.js b/src/data/fleetModelInstances.js
index fbd710193..e3147c812 100644
--- a/src/data/fleetModelInstances.js
+++ b/src/data/fleetModelInstances.js
@@ -46,6 +46,11 @@ export function createFleetModel(
 
 const tintShaders = new Map();
 
+/** Models under the NVG/FLIR styles render unlit, as aircraft models do. */
+const IR_UNLIT_SHADER = new Cesium.CustomShader({
+  lightingModel: Cesium.LightingModel.UNLIT,
+});
+
 /**
  * The custom shader that paints a route colour where a transit model's
  * `_TINT` vertex attribute marks it: drawn colour = vertex colour ×
@@ -131,23 +136,34 @@ const scratchScale = new Cesium.Cartesian3();
  * `modelOwnsVisual` back from each item and hides that icon.
  *
  * Each frame the layer passes its vehicles as items:
- * `{position, headingDeg, spec, tint, pickId, show}`, `position` the point
- * the model's origin stands on (the waterline, the road or rail top; the
- * spec's `elevationM` is added here), `tint` a Cesium.Color for a tinted
- * model's route colour (or null), `show` false to keep it hidden.
+ * `{position, headingDeg, spec, tint, pickId, show, groundLiftM}`,
+ * `position` the point the model's origin stands on (the waterline, the road
+ * or rail top; the spec's `elevationM` is added here), `groundLiftM` any lift
+ * the layer's icon carries above that point (taken off again), `tint` a
+ * Cesium.Color for a tinted model's route colour (or null), `show` false to
+ * keep it hidden.
+ *
+ * Under the luminance-mapped NVG/FLIR styles (`irBoost`) models render
+ * unlit flat white, as aircraft models do. With `waterline`, each model is
+ * clipped at its origin's horizontal plane and only the part above it is
+ * drawn: a ship's hull below the waterline would otherwise show through a
+ * plain globe, which Cesium does not depth-test models against.
  * @param {object} options
  * @param {object} options.viewer Cesium viewer.
- * @param {() => object|null} [options.display] `{models3d, models3dMode}`.
+ * @param {() => object|null} [options.display] `{models3d, models3dMode,
+ *   irBoost}`.
  * @param {object} options.policy `{altitudeCeilingM, minimumPixelSize,
  *   cap, capAll, addM, addAllM, keepM, keepAllM, intervalMs}`.
  * @param {(url: string) => string} [options.resolveAsset]
  * @param {(spec: object, options: object) => Promise<object>} [options.createModel]
+ * @param {boolean} [options.waterline] Clip each model at its waterline.
  * @returns {object}
  */
 export function createFleetModelLayer({
   viewer,
   display = () => null,
   policy,
+  waterline = false,
   resolveAsset = (url) => url,
   createModel = (spec, options) =>
     createFleetModel(spec, options, { resolveAsset }),
@@ -163,6 +179,8 @@ export function createFleetModelLayer({
   let lastEligibilityAt = -Infinity;
   let eligible = new Set();
   let settling = 0;
+  /** Whether the models drawn now were built for the NVG/FLIR styles. */
+  let irBoost = false;
   const scratchHpr = new Cesium.HeadingPitchRoll();
   const scratchSphere = new Cesium.BoundingSphere(Cesium.Cartesian3.ZERO, 1);
   const scratchCarto = new Cesium.Cartographic();
@@ -177,7 +195,7 @@ export function createFleetModelLayer({
   }
 
   function releaseAll() {
-    for (const id of [...models.keys()]) release(id);
+    for (const id of models.keys()) release(id);
     pending.clear();
     generation += 1;
   }
@@ -193,11 +211,23 @@ export function createFleetModelLayer({
   }
 
   function shaderFor(item) {
+    if (irBoost) return IR_UNLIT_SHADER;
     return item.spec.tinted && item.tint
       ? fleetTintShader(item.tint)
       : undefined;
   }
 
+  /** The clipping that keeps a model's part above its waterline. */
+  function waterlineClipping() {
+    return new Cesium.ClippingPlaneCollection({
+      // The planes sit in the model matrix's frame: its origin is the
+      // waterline and its Z axis the local vertical, so the plane z = 0 with
+      // its normal up keeps the hull above the water.
+      planes: [new Cesium.ClippingPlane(Cesium.Cartesian3.UNIT_Z, 0)],
+      edgeWidth: 0,
+    });
+  }
+
   async function ensure(id, item, cap) {
     const key = item.spec.key;
     const current = models.get(id);
@@ -213,6 +243,14 @@ export function createFleetModelLayer({
         minimumPixelSize: policy.minimumPixelSize,
         scale: item.spec.scale,
         customShader: shaderFor(item),
+        ...(irBoost
+          ? {
+              color: Cesium.Color.WHITE,
+              colorBlendMode: Cesium.ColorBlendMode.MIX,
+              colorBlendAmount: 1,
+            }
+          : {}),
+        ...(waterline ? { clippingPlanes: waterlineClipping() } : {}),
         id: item.pickId ?? id,
       });
     } catch {
@@ -232,7 +270,8 @@ export function createFleetModelLayer({
     }
     model.id = item.pickId ?? id;
     model._gevSpecKey = key;
-    model._gevTint = item.spec.tinted ? item.tint : null;
+    model._gevTint = item.spec.tinted && !irBoost ? item.tint : null;
+    model._gevIrBoost = irBoost;
     // Admitted, not yet the visual: placement turns it on.
     model.show = false;
     collection.add(model);
@@ -272,14 +311,14 @@ export function createFleetModelLayer({
       addDistSq: addM * addM,
       isModeled: (id) => models.has(id),
     });
-    for (const id of [...models.keys(), ...pending.keys()])
-      if (!eligible.has(id)) release(id);
+    for (const id of models.keys()) if (!eligible.has(id)) release(id);
+    for (const id of pending.keys()) if (!eligible.has(id)) release(id);
     for (const id of eligible) void ensure(id, items.get(id), cap);
   }
 
   /** Where the model's origin stands: the item's point raised by the spec's elevation. */
   function placement(item) {
-    const lift = item.spec.elevationM || 0;
+    const lift = (item.spec.elevationM || 0) - (item.groundLiftM || 0);
     if (!lift) return item.position;
     const carto = Cesium.Cartographic.fromCartesian(
       item.position,
@@ -320,6 +359,14 @@ export function createFleetModelLayer({
         for (const item of items.values()) item.modelOwnsVisual = false;
         return false;
       }
+      // A model's look under NVG/FLIR is set when it is built (a custom
+      // shader on a ready model does not take), so a style change rebuilds.
+      const boost = prefs.irBoost === true;
+      if (boost !== irBoost) {
+        releaseAll();
+        irBoost = boost;
+        lastEligibilityAt = -Infinity;
+      }
       if (nowMs - lastEligibilityAt >= policy.intervalMs) {
         lastEligibilityAt = nowMs;
         refreshEligibility(items, prefs);
@@ -345,7 +392,7 @@ export function createFleetModelLayer({
           lastEligibilityAt = -Infinity;
           continue;
         }
-        const tint = item.spec.tinted ? item.tint : null;
+        const tint = item.spec.tinted && !irBoost ? item.tint : null;
         if (tint && !Cesium.Color.equals(tint, model._gevTint)) {
           model.customShader = fleetTintShader(tint);
           model._gevTint = tint;
@@ -366,7 +413,7 @@ export function createFleetModelLayer({
         item.modelOwnsVisual = true;
         drawn = true;
       }
-      for (const id of [...models.keys()]) if (!items.has(id)) release(id);
+      for (const id of models.keys()) if (!items.has(id)) release(id);
       return drawn;
     },
 
diff --git a/src/data/fleetModelInstances.test.mjs b/src/data/fleetModelInstances.test.mjs
index 298ef56df..1892e1751 100644
--- a/src/data/fleetModelInstances.test.mjs
+++ b/src/data/fleetModelInstances.test.mjs
@@ -358,3 +358,130 @@ test('Vessels, Transit and Rail draw fleet models under the shared 3D toggle', (
     'Local ADS-B, Vessels, Transit and Rail follow the Flights 3D toggle',
   );
 });
+
+/** A layer whose models are all ready as soon as they are created. */
+function readyLayer({ display, waterline = false } = {}) {
+  const viewer = fakeViewer();
+  const created = [];
+  const layer = createFleetModelLayer({
+    viewer,
+    display: () => display,
+    policy: POLICY,
+    waterline,
+    createModel: async (spec, options) => {
+      const model = fakeModel(options);
+      model.ready = true;
+      created.push(model);
+      return model;
+    },
+  });
+  return { layer, created };
+}
+
+test('a model stands on the floor its icon is lifted above', async () => {
+  const { layer, created } = readyLayer({ display: { models3d: true } });
+  const tram = transitModelSpec(set, { mode: 'tram' });
+  const item = itemAt(10, tram, { pickId: 't', groundLiftM: 1.5 });
+  const items = new Map([['t', item]]);
+  layer.frame(items, 0);
+  await flush();
+  layer.frame(items, 100);
+  const origin = Cesium.Matrix4.getTranslation(
+    created[0].modelMatrix,
+    new Cesium.Cartesian3(),
+  );
+  const drop =
+    Cesium.Cartographic.fromCartesian(item.position).height -
+    Cesium.Cartographic.fromCartesian(origin).height;
+  assert.ok(Math.abs(drop - 1.5) < 1e-3, `dropped ${drop} m`);
+  layer.destroy();
+});
+
+test('under NVG/FLIR models are rebuilt unlit white, and rebuilt again on exit', async () => {
+  const display = { models3d: true, irBoost: false };
+  const { layer, created } = readyLayer({ display });
+  const tram = transitModelSpec(set, { mode: 'tram' });
+  const items = new Map([
+    ['t', itemAt(10, tram, { pickId: 't', tint: Cesium.Color.RED })],
+  ]);
+  layer.frame(items, 0);
+  await flush();
+  assert.equal(created[0].customShader, fleetTintShader(Cesium.Color.RED));
+  display.irBoost = true;
+  layer.frame(items, 100);
+  assert.ok(created[0].destroyed, 'the lit model is released');
+  await flush();
+  const boosted = created[1];
+  assert.equal(boosted.customShader.lightingModel, Cesium.LightingModel.UNLIT);
+  assert.ok(Cesium.Color.equals(boosted.color, Cesium.Color.WHITE));
+  assert.equal(boosted.colorBlendAmount, 1);
+  display.irBoost = false;
+  layer.frame(items, 200);
+  await flush();
+  assert.ok(boosted.destroyed);
+  assert.equal(created[2].customShader, fleetTintShader(Cesium.Color.RED));
+  layer.destroy();
+});
+
+test('a waterline layer clips each model at its origin, keeping the part above', async () => {
+  const { layer, created } = readyLayer({
+    display: { models3d: true },
+    waterline: true,
+  });
+  const ship = vesselModelSpec(set, { type: '70', length: 200, beam: 32 });
+  layer.frame(new Map([['s', itemAt(10, ship, { pickId: 's' })]]), 0);
+  await flush();
+  const planes = created[0].clippingPlanes;
+  assert.ok(planes instanceof Cesium.ClippingPlaneCollection);
+  assert.equal(planes.length, 1);
+  const plane = planes.get(0);
+  assert.equal(plane.distance, 0);
+  assert.ok(Cesium.Cartesian3.equals(plane.normal, Cesium.Cartesian3.UNIT_Z));
+  assert.equal(planes.unionClippingRegions, false);
+  // Cesium keeps a point where normal · p + distance >= 0: above the waterline.
+  const above = Cesium.Cartesian3.dot(
+    plane.normal,
+    new Cesium.Cartesian3(0, 0, 3),
+  );
+  const below = Cesium.Cartesian3.dot(
+    plane.normal,
+    new Cesium.Cartesian3(0, 0, -3),
+  );
+  assert.ok(above + plane.distance > 0 && below + plane.distance < 0);
+  layer.destroy();
+
+  const plain = readyLayer({ display: { models3d: true } });
+  plain.layer.frame(
+    new Map([['t', itemAt(10, transitModelSpec(set, { mode: 'tram' }))]]),
+    0,
+  );
+  await flush();
+  assert.equal(plain.created[0].clippingPlanes, undefined, 'others unclipped');
+  plain.layer.destroy();
+});
+
+test('a vehicle drawn as its model keeps its card and its detection entry', () => {
+  const read = (file) =>
+    fs.readFileSync(new URL(`../../${file}`, import.meta.url), 'utf8');
+  assert.match(
+    read('src/layers/transit/selection.js'),
+    /marker\?\.show !== false \|\| entry\.modelOwnsVisual === true/,
+  );
+  assert.match(
+    read('src/layers/rail/selection.js'),
+    /entry\.marker\?\.show !== false \|\| entry\.modelOwnsVisual === true/,
+  );
+  assert.match(
+    read('src/layers/transit/queries.js'),
+    /marker\.show === false && entry\.modelOwnsVisual !== true/,
+  );
+  assert.match(
+    read('src/layers/vessels/queries.js'),
+    /!visual\.billboard\.show &&\s*!visual\.modelOwnsVisual/,
+  );
+  assert.match(
+    read('src/layers/transit/rendering.js'),
+    /entry\.mode === 'unknown'/,
+    'a vehicle of unknown mode keeps its icon',
+  );
+});
diff --git a/src/data/modelScale.test.mjs b/src/data/modelScale.test.mjs
index 908b45001..e11bd0783 100644
--- a/src/data/modelScale.test.mjs
+++ b/src/data/modelScale.test.mjs
@@ -288,3 +288,11 @@ test('civilian and military globe-view aircraft retain the established 3.0 near
     );
   }
 });
+
+test('a layer asking every tick gets one cached spec per type and category', async () => {
+  const { aircraftLayerModelSpec } = await import('../layers/flights/modelSpec.js');
+  const a = aircraftLayerModelSpec({ typeCode: 'A320' }, set);
+  assert.equal(aircraftLayerModelSpec({ typeCode: 'A320' }, set), a);
+  assert.notEqual(aircraftLayerModelSpec({ typeCode: 'B744' }, set), a);
+  assert.ok(Object.isFrozen(a));
+});
diff --git a/src/layers/flights/modelSpec.js b/src/layers/flights/modelSpec.js
index f063d8827..b9aa95379 100644
--- a/src/layers/flights/modelSpec.js
+++ b/src/layers/flights/modelSpec.js
@@ -37,17 +37,29 @@ export const UNLOADED_AIRCRAFT_MODEL_SPEC = Object.freeze({
  */
 export function aircraftLayerModelSpec(aircraft, set = fleetModelSet()) {
   if (!set) return UNLOADED_AIRCRAFT_MODEL_SPEC;
-  const spec = aircraftModelSpec(set, {
-    typeCode: aircraft?.typeCode ?? aircraft?.type ?? null,
-    category: aircraft?.category ?? null,
-  });
-  return Object.freeze({
-    ...spec,
-    bellyM: spec.clearanceM,
-    blendAmount: MODEL_COLOR_BLEND_AMOUNT,
-  });
+  // Layers ask on every tick; each type and category is resolved once per set.
+  let cache = specCaches.get(set);
+  if (!cache) specCaches.set(set, (cache = new Map()));
+  const key = aircraftModelSpecCacheKey(aircraft);
+  let layerSpec = cache.get(key);
+  if (!layerSpec) {
+    const spec = aircraftModelSpec(set, {
+      typeCode: aircraft?.typeCode ?? aircraft?.type ?? null,
+      category: aircraft?.category ?? null,
+    });
+    layerSpec = Object.freeze({
+      ...spec,
+      bellyM: spec.clearanceM,
+      blendAmount: MODEL_COLOR_BLEND_AMOUNT,
+    });
+    cache.set(key, layerSpec);
+  }
+  return layerSpec;
 }
 
+/** @type {WeakMap<object, Map<string, object>>} set -> cache key -> spec */
+const specCaches = new WeakMap();
+
 /**
  * Cache key of an aircraft's model spec: what selects its model.
  * @param {object|null|undefined} aircraft
diff --git a/src/layers/rail/rendering.js b/src/layers/rail/rendering.js
index 15d2bb742..db124b752 100644
--- a/src/layers/rail/rendering.js
+++ b/src/layers/rail/rendering.js
@@ -696,7 +696,9 @@ export function createRendering({ state, services, parts }) {
   // aircraft layers' icon-to-model rules (services.fleet). The fleet set
   // loads once, up front, when the layer starts.
   let fleetModels = null;
+  /** Items drawn last frame, and the map the next frame's are gathered into. */
   let modelItems = new Map();
+  let spareItems = new Map();
   let modelCandidatesAtMs = -Infinity;
 
   /** Load the fleet set and create the layer's models (on enable). */
@@ -724,7 +726,13 @@ export function createRendering({ state, services, parts }) {
   function modelItem(entry, set) {
     let item = modelItems.get(entry.key);
     if (!item || item.entry !== entry)
-      item = { entry, pickId: entry.key, modelOwnsVisual: false };
+      item = {
+        entry,
+        pickId: entry.key,
+        modelOwnsVisual: false,
+        // Markers are drawn this far above the track; a model stands on it.
+        groundLiftM: GROUND_FLOOR_LIFT_M,
+      };
     const specKey = `${entry.category}|${entry.railMode}`;
     if (item.specKey !== specKey) {
       item.specKey = specKey;
@@ -744,15 +752,16 @@ export function createRendering({ state, services, parts }) {
     if (!fleetModels) return;
     if (!fleetModels.active() || state._trains.size === 0) {
       if (modelItems.size) {
-        fleetModels.frame(new Map(), performance.now());
         for (const item of modelItems.values()) handBack(item.entry);
-        modelItems = new Map();
+        modelItems.clear();
+        fleetModels.frame(modelItems, performance.now());
       }
       return;
     }
     const set = fleetModelSet();
     const now = performance.now();
-    const next = new Map();
+    const next = spareItems;
+    next.clear();
     if (now - modelCandidatesAtMs >= MODEL_CANDIDATES_MS) {
       modelCandidatesAtMs = now;
       const camera = state._viewer?.camera;
@@ -781,6 +790,7 @@ export function createRendering({ state, services, parts }) {
     }
     for (const [key, item] of modelItems)
       if (next.get(key) !== item) handBack(item.entry);
+    spareItems = modelItems;
     modelItems = next;
     fleetModels.frame(modelItems, now);
     for (const item of modelItems.values()) {
@@ -796,7 +806,8 @@ export function createRendering({ state, services, parts }) {
   /** Drop every model (layer disabled); `destroy` also removes the collection. */
   function stopModels(destroy = false) {
     for (const item of modelItems.values()) item.entry.modelOwnsVisual = false;
-    modelItems = new Map();
+    modelItems.clear();
+    spareItems.clear();
     modelCandidatesAtMs = -Infinity;
     if (destroy) {
       fleetModels?.destroy();
diff --git a/src/layers/rail/selection.js b/src/layers/rail/selection.js
index 4f4564bc6..8a4dc3a87 100644
--- a/src/layers/rail/selection.js
+++ b/src/layers/rail/selection.js
@@ -19,10 +19,15 @@ import { t } from '../../i18n/index.js';
 export function createSelection({ state, services, parts }) {
   const { governorRequestRender } = services.render;
 
-  /** The card's anchor: the marker's current position, read on every paint. */
+  /**
+   * The card's anchor: the marker's current position, read on every paint,
+   * whether the train is drawn as its marker or as its 3D model.
+   */
   function anchorFor(entry) {
     return () => {
-      const p = entry.marker?.show !== false ? entry.marker?.position : null;
+      const drawn =
+        entry.marker?.show !== false || entry.modelOwnsVisual === true;
+      const p = drawn ? entry.marker?.position : null;
       return p && Number.isFinite(p.x) && Number.isFinite(p.y) ? p : null;
     };
   }
diff --git a/src/layers/transit/queries.js b/src/layers/transit/queries.js
index 7a9f2e074..32633e775 100644
--- a/src/layers/transit/queries.js
+++ b/src/layers/transit/queries.js
@@ -129,7 +129,9 @@ export function createQueries({ state, parts }) {
     const visible = [];
     for (const entry of state._visible) {
       const marker = entry.marker;
-      if (!marker?.position || marker.show === false) continue;
+      // A vehicle drawn as its 3D model is present though its marker is hidden.
+      if (!marker?.position) continue;
+      if (marker.show === false && entry.modelOwnsVisual !== true) continue;
       visible.push(entry);
     }
     let chosen = visible;
diff --git a/src/layers/transit/rendering.js b/src/layers/transit/rendering.js
index 7ba55c47f..0888945a4 100644
--- a/src/layers/transit/rendering.js
+++ b/src/layers/transit/rendering.js
@@ -468,7 +468,11 @@ export function createRendering({ state, services, parts }) {
   // icon-to-model rules (services.fleet). The fleet set loads once, up front,
   // when the layer starts.
   let fleetModels = null;
+  /** Items drawn last frame, and the map the next frame's are gathered into. */
   let modelItems = new Map();
+  let spareItems = new Map();
+  /** The lift icons are drawn with above the floor; a model stands on the floor. */
+  const groundLiftM = services.ground?.GROUND_FLOOR_LIFT_M || 0;
 
   /** Load the fleet set and create the layer's models (on enable). */
   function startModels() {
@@ -500,19 +504,27 @@ export function createRendering({ state, services, parts }) {
     if (!fleetModels) return;
     if (!fleetModels.active() || state._vehicles.size === 0) {
       if (modelItems.size) {
-        fleetModels.frame(new Map(), performance.now());
         for (const item of modelItems.values()) handBack(item.entry);
-        modelItems = new Map();
+        modelItems.clear();
+        fleetModels.frame(modelItems, performance.now());
       }
       return;
     }
     const set = fleetModelSet();
-    const next = new Map();
+    const next = spareItems;
+    next.clear();
     for (const entry of state._visible) {
-      if (!entry.marker || !entry.hasRendered) continue;
+      // A vehicle of no known mode keeps its icon: no model says what it is.
+      if (!entry.marker || !entry.hasRendered || entry.mode === 'unknown')
+        continue;
       let item = modelItems.get(entry.key);
       if (!item || item.entry !== entry) {
-        item = { entry, pickId: entry.key, modelOwnsVisual: false };
+        item = {
+          entry,
+          pickId: entry.key,
+          modelOwnsVisual: false,
+          groundLiftM,
+        };
       }
       if (item.mode !== entry.mode) {
         item.mode = entry.mode;
@@ -527,6 +539,7 @@ export function createRendering({ state, services, parts }) {
     }
     for (const [key, item] of modelItems)
       if (next.get(key) !== item) handBack(item.entry);
+    spareItems = modelItems;
     modelItems = next;
     fleetModels.frame(modelItems, performance.now());
     for (const item of modelItems.values()) {
@@ -542,7 +555,8 @@ export function createRendering({ state, services, parts }) {
   /** Drop every model (layer disabled); `destroy` also removes the collection. */
   function stopModels(destroy = false) {
     for (const item of modelItems.values()) item.entry.modelOwnsVisual = false;
-    modelItems = new Map();
+    modelItems.clear();
+    spareItems.clear();
     if (destroy) {
       fleetModels?.destroy();
       fleetModels = null;
diff --git a/src/layers/transit/selection.js b/src/layers/transit/selection.js
index fd066ca55..d557b1b99 100644
--- a/src/layers/transit/selection.js
+++ b/src/layers/transit/selection.js
@@ -24,14 +24,16 @@ export function createSelection({ state, services, parts }) {
    * (the tracked-aircraft readout uses the same), so the anchor moves with the
    * sprite at frame rate, through poll arrivals, settling, a late floor and a
    * reset alike, with no per-frame work here. Null when there is nothing to
-   * anchor to: a hidden or removed marker draws no card.
+   * anchor to: a hidden or removed marker draws no card, unless the vehicle's
+   * 3D model is drawing it in the marker's place.
    * @param {object} entry
    * @returns {() => Cesium.Cartesian3|null}
    */
   function anchorFor(entry) {
     return () => {
       const marker = entry.marker;
-      const p = marker?.show !== false ? marker?.position : null;
+      const drawn = marker?.show !== false || entry.modelOwnsVisual === true;
+      const p = drawn ? marker?.position : null;
       return p &&
         Number.isFinite(p.x) &&
         Number.isFinite(p.y) &&
diff --git a/src/layers/vessels/queries.js b/src/layers/vessels/queries.js
index d927def6d..d204bfadb 100644
--- a/src/layers/vessels/queries.js
+++ b/src/layers/vessels/queries.js
@@ -664,7 +664,13 @@ export function createQueries({
         if ((idx - start) % stride !== 0) continue;
         const record = records[idx];
         const visual = components.rendering.getVisual(record);
-        if (visual.billboard && !visual.billboard.show) continue;
+        // A vessel drawn as its model is present though its chevron is hidden.
+        if (
+          visual.billboard &&
+          !visual.billboard.show &&
+          !visual.modelOwnsVisual
+        )
+          continue;
         const position = visual.billboard?.position || visual.position;
         if (!position) continue;
         result.push({
diff --git a/src/layers/vessels/rendering.js b/src/layers/vessels/rendering.js
index a5c27d637..45be14033 100644
--- a/src/layers/vessels/rendering.js
+++ b/src/layers/vessels/rendering.js
@@ -224,8 +224,11 @@ export function createRendering({
   // on the aircraft layers' icon-to-model rules (services.fleet). The fleet
   // set loads once, up front, when the layer starts.
   let fleetModels = null;
+  /** Items drawn last frame, and the map the next frame's are gathered into. */
   let modelItems = new Map();
+  let spareItems = new Map();
   let modelCandidatesAtMs = -Infinity;
+  const modelOccluder = new Cesium.EllipsoidalOccluder(Cesium.Ellipsoid.WGS84);
 
   function ensureModels(viewer) {
     const fleet = services.fleet;
@@ -238,96 +241,109 @@ export function createRendering({
       display: fleet.display,
       policy: fleet.policy,
       resolveAsset: fleet.resolveAsset,
+      // A hull below the waterline would show through a plain globe.
+      waterline: true,
     });
   }
 
+  /**
+   * Whether a vessel's chevron is drawn: on the camera's side of the Earth,
+   * not the bridge camera's own vessel, and not drawn by its model. The
+   * visibility pass and the model handoff both decide by this.
+   */
+  function billboardShown(record, occluder) {
+    const visual = getVisual(record);
+    return (
+      isVisible(visual.surfacePosition, occluder) &&
+      record.id !== state.cockpitSubjectId &&
+      !visual.modelOwnsVisual
+    );
+  }
+
   /** The model item for `record`, its spec rebuilt only when its type or size changes. */
   function modelItem(record, set) {
     let item = modelItems.get(record.id);
+    if (!item || item.record !== record)
+      item = { record, pickId: record, tint: null, modelOwnsVisual: false };
     const specKey = `${record.type}|${record.length}|${record.beam}|${record.name}`;
-    if (!item) {
-      item = { pickId: record, tint: null, modelOwnsVisual: false };
-      modelItems.set(record.id, item);
-    }
     if (item.specKey !== specKey) {
       item.specKey = specKey;
       item.spec = vesselModelSpec(set, record);
     }
-    const visual = getVisual(record);
-    item.record = record;
-    item.position = visual.waterline;
+    item.position = getVisual(record).waterline;
     item.headingDeg = vesselCourseDeg(record);
     item.show = record.id !== state.cockpitSubjectId;
     return item;
   }
 
-  /** Gather the vessels within the models' keep radius of the camera. */
-  function gatherModelItems(set, prefs) {
+  /** Gather the vessels within the models' keep radius of the camera into `into`. */
+  function gatherModelItems(set, into) {
     const camera = state.viewer?.camera;
+    if (!camera?.positionWC) return;
     const policy = services.fleet.policy;
     const keepM =
-      prefs?.models3dMode === 'all' ? policy.keepAllM : policy.keepM;
-    const next = new Map();
-    if (camera?.positionWC) {
-      const limitSq = keepM * keepM * 1.44;
-      for (const record of state.records.all) {
-        const visual = getVisual(record);
-        if (!visual.waterline) continue;
-        if (
-          Cesium.Cartesian3.distanceSquared(
-            camera.positionWC,
-            visual.waterline,
-          ) > limitSq
-        )
-          continue;
-        next.set(record.id, modelItem(record, set));
-      }
+      services.fleet.display?.()?.models3dMode === 'all'
+        ? policy.keepAllM
+        : policy.keepM;
+    const limitSq = keepM * keepM * 1.44;
+    for (const record of state.records.all) {
+      const waterline = getVisual(record).waterline;
+      if (!waterline) continue;
+      if (
+        Cesium.Cartesian3.distanceSquared(camera.positionWC, waterline) >
+        limitSq
+      )
+        continue;
+      into.set(record.id, modelItem(record, set));
     }
-    for (const [id, item] of modelItems)
-      if (!next.has(id)) handBackVisual(item);
-    modelItems = next;
   }
 
-  /** Give a vessel's icon back when its model no longer draws it. */
-  function handBackVisual(item) {
-    if (!item.ownedBillboard) return;
-    item.ownedBillboard = false;
-    const billboard = getVisual(item.record).billboard;
-    if (billboard)
-      billboard.show =
-        isVisible(getVisual(item.record).surfacePosition, makeOccluder()) &&
-        item.record.id !== state.cockpitSubjectId;
+  /** Give a vessel's chevron back when its model no longer draws it. */
+  function handBackVisual(record, occluder) {
+    const visual = getVisual(record);
+    if (!visual.modelOwnsVisual) return;
+    visual.modelOwnsVisual = false;
+    if (visual.billboard)
+      visual.billboard.show = billboardShown(record, occluder);
   }
 
   function updateModels() {
     if (!fleetModels) return;
+    const camera = state.viewer?.camera;
+    const occluder = camera?.positionWC ? modelOccluder : null;
+    if (occluder) occluder.cameraPosition = camera.positionWC;
     if (!fleetModels.active()) {
       if (modelItems.size) {
+        modelItems.clear();
         fleetModels.frame(modelItems, performance.now());
-        for (const item of modelItems.values()) handBackVisual(item);
-        modelItems = new Map();
+        for (const record of state.records.all)
+          handBackVisual(record, occluder);
       }
       return;
     }
     const set = fleetModelSet();
     const now = performance.now();
+    const next = spareItems;
+    next.clear();
     if (now - modelCandidatesAtMs >= MODEL_CANDIDATES_MS) {
       modelCandidatesAtMs = now;
-      gatherModelItems(set, services.fleet.display?.());
+      gatherModelItems(set, next);
     } else {
-      for (const [id, item] of modelItems) {
+      for (const [id, item] of modelItems)
         if (state.records.byId.get(id) === item.record)
-          modelItem(item.record, set);
-        else modelItems.delete(id);
-      }
+          next.set(id, modelItem(item.record, set));
     }
+    for (const [id, item] of modelItems)
+      if (next.get(id) !== item) handBackVisual(item.record, occluder);
+    spareItems = modelItems;
+    modelItems = next;
     fleetModels.frame(modelItems, now);
     for (const item of modelItems.values()) {
-      const billboard = getVisual(item.record).billboard;
+      const visual = getVisual(item.record);
       if (item.modelOwnsVisual) {
-        item.ownedBillboard = true;
-        if (billboard) billboard.show = false;
-      } else handBackVisual(item);
+        visual.modelOwnsVisual = true;
+        if (visual.billboard) visual.billboard.show = false;
+      } else handBackVisual(item.record, occluder);
     }
     if (fleetModels.settling) governorRequestRender('ais-vessels-models');
   }
@@ -336,6 +352,7 @@ export function createRendering({
     fleetModels?.destroy();
     fleetModels = null;
     modelItems = new Map();
+    spareItems = new Map();
     modelCandidatesAtMs = -Infinity;
   }
 
@@ -443,10 +460,11 @@ export function createRendering({
         const visible = isVisible(visual.surfacePosition, occluder);
         if (visual.billboard) {
           // The bridge camera sits on this sprite; showing it would fill the view.
+          // The same rule as billboardShown, its horizon test already made.
           visual.billboard.show =
             visible &&
             record.id !== state.cockpitSubjectId &&
-            !modelItems.get(record.id)?.ownedBillboard;
+            !visual.modelOwnsVisual;
           if (visible && doRotations && scene) {
             const rot = screenProjectedRotation(
               scene,
@@ -724,8 +742,9 @@ export function createRendering({
     fleetModels?.setVisible(show);
     if (!show && fleetModels) {
       fleetModels.clear();
-      for (const item of modelItems.values()) item.ownedBillboard = false;
-      modelItems = new Map();
+      for (const item of modelItems.values())
+        getVisual(item.record).modelOwnsVisual = false;
+      modelItems.clear();
     }
     vesselState._vesselOverlayHost.setVisible(VESSEL_OVERLAY_SOURCE_ID, show);
   }

From 0d1e3fb7039b0fa9f64e25893890fe897538e16b Mon Sep 17 00:00:00 2001
From: Sameh Khamis <sameh@halfpixel.ai>
Date: Fri, 13 Nov 2026 00:36:34 -0800
Subject: [PATCH 6/8] fix(models): update the fleet type table (SF34 and SB20
 draw the ATR 72; no tower model)

---
 public/models/fleet/types.json | 8 ++------
 1 file changed, 2 insertions(+), 6 deletions(-)

diff --git a/public/models/fleet/types.json b/public/models/fleet/types.json
index 2390bcae4..3492f58c9 100644
--- a/public/models/fleet/types.json
+++ b/public/models/fleet/types.json
@@ -809,7 +809,7 @@
    7.7
   ],
   "SF34": [
-   "be20",
+   "at72",
    19.73
   ],
   "BE40": [
@@ -893,7 +893,7 @@
    29.87
   ],
   "SB20": [
-   "be20",
+   "at72",
    27.28
   ],
   "C500": [
@@ -1462,10 +1462,6 @@
    "van",
    5.5
   ],
-  "C0": [
-   "tower",
-   60.0
-  ],
   "C3": [
    "tower",
    60.0

From f0b0378b1129c75167105ac29a41b37c813ef917 Mon Sep 17 00:00:00 2001
From: Sameh Khamis <sameh@halfpixel.ai>
Date: Fri, 13 Nov 2026 00:36:34 -0800
Subject: [PATCH 7/8] docs: fleet models on vessels, transit and rail; no live
 source names monorail, gondola or funicular; model frame axes

---
 docs/CURRENT-STATE.md   | 6 +++---
 public/models/README.md | 4 ++--
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/docs/CURRENT-STATE.md b/docs/CURRENT-STATE.md
index 4ab5329ba..9a530406c 100644
--- a/docs/CURRENT-STATE.md
+++ b/docs/CURRENT-STATE.md
@@ -1706,7 +1706,7 @@ Applications supply the existing floor/snap, geoid, picking, sprite, camera,
 trail, focus, readout, context, aircraft presentation and render services.
 The factory never constructs a second application registry. Configure a source
 before initialization; replacing it while initialized is rejected. Model loads
-use the supplied asset resolver, including the preload path. Enrichment receives
+use the supplied asset resolver, including the up-front fleet set load. Enrichment receives
 an abort signal and cannot update a later lifecycle after destruction. Existing
 camera, terrain floor, trail, selection and measured model-size policies remain.
 
@@ -7295,8 +7295,8 @@ pins and share links already supply complete boxes.
   30-second backoff ahead of the current clock are ignored. A smaller rollback
   can retain a bounded retry delay of up to 30 seconds.
 - Commercial and military aircraft use the same high-level FLEET model regime: 2D billboards when zoomed out, optional glTF models when closer, controlled by the DISPLAY rail `3D` toggle and `Proximity` / `All` modes. Every model is one of the project's procedural fleet models (`public/models/fleet/`, MIT, 121 GLBs, about 2 MB in all; `public/models/README.md`), chosen per aircraft by `aircraftModelSpec` (`src/data/fleetModels.js`): its ICAO type's entry in `types.json`, else the model of its `classifyAircraft` class for a type the map lacks, else its ADS-B emitter category's, else the default airliner. It is drawn LIFE SIZE: the type's published length over the model's built length (`src/layers/flights/modelSpec.js`, shared by Flights, Military Flights and Local ADS-B), and a grounded aircraft stands the model's scaled clearance above the ground. `classifyAircraft` still picks the 2D icons. The whole set loads once, up front, when a layer that draws it starts (`loadFleetModelSet`, which logs `[Fleet] N/121 models (X MB) loaded in N ms`); models are built from those bytes, never fetched mid-session, and an aircraft stays its billboard until the set has loaded. Textured civilians carry a HEAVY tint, not a light one: `MODEL_COLOR_BLEND_AMOUNT` is `0.94` in BOTH layers under Cesium's `ColorBlendMode.MIX`, so the class colour supplies 94% of the surface and the model's own vertex colour ~6%; military models are flat amber, or emergency red. IR boost raises the blend to a full `1.0`. Under NVG/FLIR (map preset or Cockpit vision) models render unlit flat-white at full alpha and scene fog is disabled (fog otherwise blacks out distant models with the globe hidden); state restores on exit.
-- Vessels, Transit and Rail draw fleet models under the same DISPLAY rail `3D` toggle, at the same altitude ceiling, caps and add/keep radii as the aircraft (`FLEET_MODEL_POLICY`, `src/layers/flights/policy.js`; `createFleetModelLayer`, `src/data/fleetModelInstances.js`). A vessel's model follows its AIS ship type and is drawn at its reported length and beam (AIS static dimensions A+B and C+D, now carried on vessel rows as `length` and `beam`), standing at the sea surface, heading by true heading then course. A transit vehicle's model follows its mode, a train's its rail category and mode; both stand on the road or rail top they are drawn on (a monorail or gondola raised by `transit.elevation`) and are painted in their mode or category colour where the model's `_TINT` attribute marks it. Each vehicle's icon stays the visual until its model is loaded, ready and placed; a model is picked as its icon is.
-- **Aircraft models skip Cesium's dynamic environment map (2026-10-24).** Flights, Military Flights and Local ADS-B pass `environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS` (`{ enabled: false }`, `src/data/aircraftModelLighting.js`) to every drawn model. Otherwise each `Model` renders the sky around it and reads it back from the GPU (`readPixels`) when it is first placed, and again whenever it moves more than 1 km, the scene's atmosphere settings change, or (under sunlight dynamic lighting) an hour of scene time passes (`DynamicEnvironmentMapManager`, Cesium 1.138). With the class colour supplying 94% of the surface, the models are lit from Cesium's default spherical harmonics instead, with no specular environment map, so the sky's model-lighting cube map no longer reaches aircraft. `src/data/aircraftModelLighting.test.mjs` pins the option at every drawn model call; the two preload calls only warm the glTF cache and are never drawn.
+- Vessels, Transit and Rail draw fleet models under the same DISPLAY rail `3D` toggle, at the same altitude ceiling, caps and add/keep radii as the aircraft (`FLEET_MODEL_POLICY`, `src/layers/flights/policy.js`; `createFleetModelLayer`, `src/data/fleetModelInstances.js`). A vessel's model follows its AIS ship type and is drawn at its reported length and beam (AIS static dimensions A+B and C+D, now carried on vessel rows as `length` and `beam`), standing at the sea surface, heading by true heading then course. A transit vehicle's model follows its layer mode (bus, tram, subway, rail or ferry; a vehicle of `unknown` mode keeps its icon), a train's its rail category and mode (rail, metro or tram). Neither the transit nor the rail sources carry a GTFS `route_type` or a finer mode (monorail, gondola, funicular, cable car), so the set's models for those and their `transit.elevation` lifts are not reached by any live source today. Both stand on the road or rail top they are drawn on, without the 1.5 m `GROUND_FLOOR_LIFT_M` their icons carry, and are painted in their mode or category colour where the model's `_TINT` attribute marks it. A vessel model is clipped at its waterline (one clipping plane per model, at the model origin's horizontal plane), so its hull below the water never shows through a plain globe, which Cesium does not depth-test models against. Under the NVG/FLIR styles (the Flights `irBoost` parameter) these models render unlit flat white, as aircraft models do. Each vehicle's icon stays the visual until its model is loaded, ready and placed; a model is picked as its icon is, and a vehicle drawn as its model keeps its selection card and its place in the detection overlay.
+- **Aircraft models skip Cesium's dynamic environment map (2026-10-24).** Flights, Military Flights and Local ADS-B pass `environmentMapOptions: AIRCRAFT_ENVIRONMENT_MAP_OPTIONS` (`{ enabled: false }`, `src/data/aircraftModelLighting.js`) to every drawn model. Otherwise each `Model` renders the sky around it and reads it back from the GPU (`readPixels`) when it is first placed, and again whenever it moves more than 1 km, the scene's atmosphere settings change, or (under sunlight dynamic lighting) an hour of scene time passes (`DynamicEnvironmentMapManager`, Cesium 1.138). With the class colour supplying 94% of the surface, the models are lit from Cesium's default spherical harmonics instead, with no specular environment map, so the sky's model-lighting cube map no longer reaches aircraft. `src/data/aircraftModelLighting.test.mjs` pins the option at every drawn model call; every model is built from the fleet set loaded up front, so there is no separate preload.
 - The DISPLAY-rail `3D` toggle is the user-facing activation path for both aircraft layers. Their small approved GLBs build their render resources without Cesium's frame-spread job queue, preventing continuous Photorealistic 3D Tiles streaming from starving model readiness; model caps, tracking, camera, and fallback billboards are unchanged.
 - **The `3D` toggle DEFAULTS ON in `proximity` on a first run.** Proximity is itself the budget — models appear only below `MODEL_ALT_CEIL_M` and only for the nearest `MODEL_MAX` in view — so the default costs nothing at globe scale, and `all` remains a deliberate opt-in. A fresh boot runs NO layer-state restoration (`LayerStateCoordinator.start()` returns early with neither a share payload nor stored state), so four independent initializers decide what a first-run operator sees and must agree: `booleanOption('models3d', 'e', true)` in `src/data/layerState.js`, `_models3dEnabled = true` in BOTH flight layers, `this._models3dEnabled = true` in `src/ui/aircraftDisplay.js`, and the `active` / `visible` classes on `#models3d-toggle` / `#models3d-mode-row` in `index.html`. All four are pinned together in `src/data/layerState.test.mjs`. Explicit state still wins: because the codec omits default-valued options, `models3d: false` is now what travels in a link (`lo=…f.e.0`) and restores OFF at both aircraft layers. **Consequence for returning users:** a stored `gev:layer-state:v2` blob is a FULL options snapshot, so a session that wrote one before this change carries `models3d:false` and keeps 3D off until the operator flips it (or clears the key) — the durable snapshot is treated as the recipient's own state, by design.
 - **Consequence of the flip on the recorded tracked/fleet inversion:** the 150–800 km band where surrounding contacts draw as models while the SELECTED one is still a glyph is now what an operator sees WITHOUT arming anything. The inversion itself is unchanged and still deliberate (see `src/data/trackedModelRegime.js`); only its reachability changed.
diff --git a/public/models/README.md b/public/models/README.md
index 3375af3b6..49d22b4c9 100644
--- a/public/models/README.md
+++ b/public/models/README.md
@@ -9,7 +9,7 @@ like the source code.
 
 | Path | What it holds |
 |---|---|
-| `fleet/catalog.json` | Every model by name: its file, category, built length, beam and bounds (metres, glTF axes, Z up, nose toward −X), the clearance below its origin, and its 2D icon class. |
+| `fleet/catalog.json` | Every model by name: its file, category, built length, beam and bounds (metres, in Cesium's Z-up model frame: x along the length with the nose toward −X, y across the beam, z up), the clearance below its origin, and its 2D icon class. |
 | `fleet/types.json` | Which model draws which vehicle, and at what length: ICAO aircraft and helicopter type codes, ADS-B emitter categories, AIS ship-type and length ranges, GTFS route types, transit modes and rail categories, with the defaults. |
 | `fleet/aircraft/`, `fleet/helicopters/`, `fleet/ships/`, `fleet/buoys/`, `fleet/transit/`, `fleet/other/` | The models, one GLB each (EXT_meshopt_compression and KHR_mesh_quantization, vertex colours, no textures). |
 
@@ -22,7 +22,7 @@ How the layers use them:
 - An aircraft model's origin is its axis; it stands that model's scaled
   clearance above the ground. A ship's origin is its waterline, and a transit
   or rail vehicle's the road or rail top (a monorail or gondola is raised by
-  its `transit.elevation` entry).
+  its `transit.elevation` entry, for a source that names those modes).
 - Transit and rail models carry a `_TINT` vertex attribute that marks where
   the route or category colour is painted.
 - The whole set loads once, up front, when a layer that draws it starts; no

From 71bfc8aba09f9e662e4a83902d8da9540f3729f2 Mon Sep 17 00:00:00 2001
From: Sameh Khamis <sameh@halfpixel.ai>
Date: Fri, 13 Nov 2026 07:19:21 -0800
Subject: [PATCH 8/8] docs: changelog entry names #1714

---
 changelog.d/{1697-fleet-models.md => 1714-fleet-models.md} | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)
 rename changelog.d/{1697-fleet-models.md => 1714-fleet-models.md} (94%)

diff --git a/changelog.d/1697-fleet-models.md b/changelog.d/1714-fleet-models.md
similarity index 94%
rename from changelog.d/1697-fleet-models.md
rename to changelog.d/1714-fleet-models.md
index 963242a49..adf11676d 100644
--- a/changelog.d/1697-fleet-models.md
+++ b/changelog.d/1714-fleet-models.md
@@ -5,4 +5,4 @@
   category; Vessels, Transit and Rail now draw models too, under the same 3D
   toggle and distances, a ship at its AIS length and beam and a tram, bus or
   train in its mode or category colour. The whole set loads once when a layer
-  starts (samehkhamis, #1697).
+  starts (samehkhamis, #1714).