{ "created_utc": "2026-10-21T05:34:18.893236+00:00", "role": "Post-freeze descriptive source metadata only; no model/method selection input", "source": "Official automatic 3DBAG/Roofer-lineage teacher, not independent measured GT", "scope": { "source_cities": [ "Utrecht", "Leiden", "Haarlem", "Delft", "Rotterdam", "Amersfoort", "Arnhem", "Nijmegen", "Zwolle", "Tilburg" ], "allowed_splits": [ "train", "calibration", "validation" ], "source_records": 21000, "test_records_semantically_opened": false, "test_meshes_or_arrays_opened": false, "any_mesh_or_array_opened": false, "model_results_opened": false, "canonical_manifest_access": "opaque SHA256 only; source city snapshots decoded", "authoritative_subsets_access": "source ID lists only; final ID lists unused" }, "definitions": { "plane_count": "Frozen parser approximate coplanar teacher support groups across complete BAG parent; not human roof facets, connected polygons, roof-style labels or a slope test.", "area_m2": "Sum of XY-projected admitted roof triangle areas, not 3D sloped surface area.", "source_ahn_year": "Per-building source AHN metadata year, not a uniform imagery date, guaranteed survey instant or roof-change verification.", "quantiles": "Each building weighted once; NumPy linear quantiles. No area weighting.", "units": "RD New XY metres, NAP Z metres (EPSG:7415)." }, "frozen_inputs": { "manifest_sha256": "14da9431fef7a8bac1305c5956f5e2e6b89f76aa4e9a375e6246584aa79f8c1a", "subsets_sha256": "af1840e1a53b880a7aa1a3206b0c50fcef1d9b9f9fad0ed0164af64ea10df51d", "source_city_snapshots": [ { "city": "Utrecht", "path": "teacher_data/city_manifests_v2/Utrecht.json", "sha256": "b1cc75ef6e354b11ac9af42559044e4995f80f9ae4b1e3322c473caad4f20727" }, { "city": "Leiden", "path": "teacher_data/city_manifests/Leiden.json", "sha256": "bf4935f485769328b91f5584db2f341b05bafe444c33797519589433649c194c" }, { "city": "Haarlem", "path": "teacher_data/city_manifests_v2/Haarlem.json", "sha256": "8871731dbf017bbf747fcb4d74f3f5bc59edf669920bb2c922c7dbd2bd1e68ef" }, { "city": "Delft", "path": "teacher_data/city_manifests/Delft.json", "sha256": "55c9c4f21d95261b8a666b6d68de7a6df42e6785cc48ec1a3e526502f8b1e0d2" }, { "city": "Rotterdam", "path": "teacher_data/city_manifests_v2/Rotterdam.json", "sha256": "ca054e67fb8a2cb559c9c3aba116ead523d71481d98fc42c2e35ff9aca9cdab1" }, { "city": "Amersfoort", "path": "teacher_data/city_manifests_v2/Amersfoort.json", "sha256": "2df8067d9d208da2ecd55fd0abe3766f3ca95d32779678f9f533a1f358c80dc3" }, { "city": "Arnhem", "path": "teacher_data/city_manifests_v2/Arnhem.json", "sha256": "29dc5d6db7532afa4eb9cab6f19aa4c59483dbcc4487a12f56f4cb29ea099d3d" }, { "city": "Nijmegen", "path": "teacher_data/city_manifests_v2/Nijmegen.json", "sha256": "92828c492b6317a037b9fd3351b0106224d73489146621da4688cb9aa4f6d13b" }, { "city": "Zwolle", "path": "teacher_data/city_manifests_v2/Zwolle.json", "sha256": "c3a73b34ad53639b516013c7596e62ac3bed25b58955d670e0089600dbac55a4" }, { "city": "Tilburg", "path": "teacher_data/city_manifests_v2/Tilburg.json", "sha256": "2bd63b52bd0ac50837c5cb2ded9b973a278ef5eefbc4cb1a94416a8b41f8efc8" } ], "report_script_sha256": "427fc13c811fee004c5f15cc6b12f4e965eb8f9d042e3b91a0de6528c2e99283" }, "by_split": { "train": { "n": 20000, "unique_parent_buildings": 20000, "adjacency_groups": 8541, "city_counts": { "Amersfoort": 2000, "Arnhem": 2000, "Delft": 2000, "Haarlem": 2000, "Leiden": 2000, "Nijmegen": 2000, "Rotterdam": 2000, "Tilburg": 2000, "Utrecht": 2000, "Zwolle": 2000 }, "plane_group_bins": { "1": { "count": 3847, "fraction": 0.19235 }, "2-4": { "count": 13915, "fraction": 0.69575 }, "5+": { "count": 2238, "fraction": 0.1119 } }, "plane_group_count": { "n": 20000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 42.0 }, "projected_roof_area_m2": { "n": 20000, "min": 20.000019499969504, "p05": 26.50503312507648, "p25": 49.38305974998232, "median": 58.08982249990149, "p75": 76.02036550009267, "p95": 191.27969320037732, "max": 2480.681709499998 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 6, "2014": 13, "2015": 2, "2016": 28, "2018": 40, "2020": 178, "2021": 6, "2022": 3949, "2023": 11798, "2024": 3980 }, "source_ahn_family_counts": { "ahn3": 89, "ahn4": 4133, "ahn5": 15778 } }, "calibration": { "n": 500, "unique_parent_buildings": 500, "adjacency_groups": 391, "city_counts": { "Amersfoort": 50, "Arnhem": 50, "Delft": 50, "Haarlem": 50, "Leiden": 50, "Nijmegen": 50, "Rotterdam": 50, "Tilburg": 50, "Utrecht": 50, "Zwolle": 50 }, "plane_group_bins": { "1": { "count": 59, "fraction": 0.118 }, "2-4": { "count": 350, "fraction": 0.7 }, "5+": { "count": 91, "fraction": 0.182 } }, "plane_group_count": { "n": 500, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 7.0, "max": 27.0 }, "projected_roof_area_m2": { "n": 500, "min": 20.451322000112473, "p05": 30.66506125002079, "p25": 48.0652690002305, "median": 59.851439499861506, "p75": 78.49860287493627, "p95": 182.43228767509785, "max": 1188.0813720002745 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 3, "2020": 6, "2021": 2, "2022": 97, "2023": 294, "2024": 98 }, "source_ahn_family_counts": { "ahn3": 3, "ahn4": 105, "ahn5": 392 } }, "validation": { "n": 500, "unique_parent_buildings": 500, "adjacency_groups": 385, "city_counts": { "Amersfoort": 50, "Arnhem": 50, "Delft": 50, "Haarlem": 50, "Leiden": 50, "Nijmegen": 50, "Rotterdam": 50, "Tilburg": 50, "Utrecht": 50, "Zwolle": 50 }, "plane_group_bins": { "1": { "count": 69, "fraction": 0.138 }, "2-4": { "count": 324, "fraction": 0.648 }, "5+": { "count": 107, "fraction": 0.214 } }, "plane_group_count": { "n": 500, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 7.0, "max": 38.0 }, "projected_roof_area_m2": { "n": 500, "min": 20.550204999897513, "p05": 31.478740749987107, "p25": 49.29651487509602, "median": 61.04719624987065, "p75": 90.36841712507686, "p95": 196.02112557447674, "max": 1543.7077475000583 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 2, "2020": 5, "2021": 1, "2022": 85, "2023": 268, "2024": 139 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 66, "ahn5": 432 } } }, "by_city_and_split": { "Utrecht": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 1653, "city_counts": { "Utrecht": 2000 }, "plane_group_bins": { "1": { "count": 332, "fraction": 0.166 }, "2-4": { "count": 1434, "fraction": 0.717 }, "5+": { "count": 234, "fraction": 0.117 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 11.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.06011250000312, "p05": 41.262503675011935, "p25": 48.455965124966504, "median": 55.165427000040175, "p75": 68.24765262507843, "p95": 130.15166662493166, "max": 2310.249800499831 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 2, "2020": 19, "2023": 1979 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 19, "ahn5": 1979 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 46, "city_counts": { "Utrecht": 50 }, "plane_group_bins": { "1": { "count": 1, "fraction": 0.02 }, "2-4": { "count": 36, "fraction": 0.72 }, "5+": { "count": 13, "fraction": 0.26 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 2.0, "p25": 3.0, "median": 3.0, "p75": 4.75, "p95": 7.549999999999997, "max": 10.0 }, "projected_roof_area_m2": { "n": 50, "min": 31.409509999947314, "p05": 41.988280574848915, "p25": 48.947030124894155, "median": 62.13270074998086, "p75": 80.80523774999044, "p95": 150.60912142483818, "max": 281.25894899990277 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2020": 2, "2023": 48 }, "source_ahn_family_counts": { "ahn4": 2, "ahn5": 48 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 47, "city_counts": { "Utrecht": 50 }, "plane_group_bins": { "1": { "count": 2, "fraction": 0.04 }, "2-4": { "count": 38, "fraction": 0.76 }, "5+": { "count": 10, "fraction": 0.2 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 2.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 7.549999999999997, "max": 15.0 }, "projected_roof_area_m2": { "n": 50, "min": 20.550204999897513, "p05": 29.488081949969633, "p25": 44.451620374964335, "median": 52.267033250108646, "p75": 67.57589224980491, "p95": 192.45060584967214, "max": 846.8741290000988 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2020": 3, "2023": 47 }, "source_ahn_family_counts": { "ahn4": 3, "ahn5": 47 } } }, "Leiden": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 803, "city_counts": { "Leiden": 2000 }, "plane_group_bins": { "1": { "count": 144, "fraction": 0.072 }, "2-4": { "count": 1610, "fraction": 0.805 }, "5+": { "count": 246, "fraction": 0.123 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.155105499983872, "p05": 45.17278950009482, "p25": 51.96731999988398, "median": 58.0764812501032, "p75": 67.44107349988496, "p95": 104.53750382507793, "max": 1678.5113240004546 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2020": 18, "2023": 1982 }, "source_ahn_family_counts": { "ahn4": 18, "ahn5": 1982 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 18, "city_counts": { "Leiden": 50 }, "plane_group_bins": { "1": { "count": 9, "fraction": 0.18 }, "2-4": { "count": 29, "fraction": 0.58 }, "5+": { "count": 12, "fraction": 0.24 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 2.0, "p75": 4.0, "p95": 7.0, "max": 10.0 }, "projected_roof_area_m2": { "n": 50, "min": 20.49412549983916, "p05": 23.167631425116575, "p25": 65.77827137497569, "median": 70.01814374990855, "p75": 77.99387799989161, "p95": 111.09091685009301, "max": 266.0679685002914 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2023": 50 }, "source_ahn_family_counts": { "ahn5": 50 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 24, "city_counts": { "Leiden": 50 }, "plane_group_bins": { "1": { "count": 5, "fraction": 0.1 }, "2-4": { "count": 37, "fraction": 0.74 }, "5+": { "count": 8, "fraction": 0.16 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 2.5, "p75": 4.0, "p95": 5.549999999999997, "max": 7.0 }, "projected_roof_area_m2": { "n": 50, "min": 21.806414999990515, "p05": 47.407910000071546, "p25": 50.896529500048246, "median": 51.37669524987942, "p75": 67.91699837518972, "p95": 105.60168389970693, "max": 127.26495399967962 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2023": 50 }, "source_ahn_family_counts": { "ahn5": 50 } } }, "Haarlem": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 498, "city_counts": { "Haarlem": 2000 }, "plane_group_bins": { "1": { "count": 236, "fraction": 0.118 }, "2-4": { "count": 1485, "fraction": 0.7425 }, "5+": { "count": 279, "fraction": 0.1395 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.013629999915107, "p05": 48.28081442493623, "p25": 51.94738412514288, "median": 59.26299124997682, "p75": 74.43709725007443, "p95": 209.53900477503433, "max": 2336.662258500594 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 6, "2020": 43, "2023": 1951 }, "source_ahn_family_counts": { "ahn3": 6, "ahn4": 43, "ahn5": 1951 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 41, "city_counts": { "Haarlem": 50 }, "plane_group_bins": { "1": { "count": 13, "fraction": 0.26 }, "2-4": { "count": 37, "fraction": 0.74 }, "5+": { "count": 0, "fraction": 0.0 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 1.25, "median": 2.0, "p75": 2.0, "p95": 2.0, "max": 4.0 }, "projected_roof_area_m2": { "n": 50, "min": 21.35542200005459, "p05": 23.48719287493535, "p25": 34.814218374980356, "median": 46.28088849997616, "p75": 47.114197250001986, "p95": 48.2651090250623, "max": 58.30761099994403 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2023": 50 }, "source_ahn_family_counts": { "ahn5": 50 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 40, "city_counts": { "Haarlem": 50 }, "plane_group_bins": { "1": { "count": 17, "fraction": 0.34 }, "2-4": { "count": 33, "fraction": 0.66 }, "5+": { "count": 0, "fraction": 0.0 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 3.0, "p95": 4.0, "max": 4.0 }, "projected_roof_area_m2": { "n": 50, "min": 20.930745000024903, "p05": 21.764585675040937, "p25": 30.686778249838795, "median": 38.97479374989682, "p75": 49.44638262496929, "p95": 92.86351039989715, "max": 103.08071799997502 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2020": 1, "2023": 49 }, "source_ahn_family_counts": { "ahn4": 1, "ahn5": 49 } } }, "Delft": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 993, "city_counts": { "Delft": 2000 }, "plane_group_bins": { "1": { "count": 305, "fraction": 0.1525 }, "2-4": { "count": 1530, "fraction": 0.765 }, "5+": { "count": 165, "fraction": 0.0825 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 3.0, "p95": 5.0, "max": 12.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.075546000079022, "p05": 40.117481225031895, "p25": 50.66571912492983, "median": 55.99683800006397, "p75": 65.92307300011079, "p95": 271.7726308998538, "max": 2355.7423904999823 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 5, "2020": 22, "2023": 1973 }, "source_ahn_family_counts": { "ahn3": 5, "ahn4": 22, "ahn5": 1973 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 30, "city_counts": { "Delft": 50 }, "plane_group_bins": { "1": { "count": 9, "fraction": 0.18 }, "2-4": { "count": 34, "fraction": 0.68 }, "5+": { "count": 7, "fraction": 0.14 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 10.0 }, "projected_roof_area_m2": { "n": 50, "min": 30.529045000005077, "p05": 31.194188375020264, "p25": 45.237907874910206, "median": 51.113441000053285, "p75": 65.30323299982689, "p95": 283.2381175747741, "max": 740.3507525007074 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2020": 2, "2023": 48 }, "source_ahn_family_counts": { "ahn4": 2, "ahn5": 48 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 35, "city_counts": { "Delft": 50 }, "plane_group_bins": { "1": { "count": 14, "fraction": 0.28 }, "2-4": { "count": 32, "fraction": 0.64 }, "5+": { "count": 4, "fraction": 0.08 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 4.0, "p95": 5.0, "max": 20.0 }, "projected_roof_area_m2": { "n": 50, "min": 32.69745749997007, "p05": 49.58547810014778, "p25": 55.07532824992532, "median": 61.43578800003176, "p75": 89.97939462494683, "p95": 952.0853689497935, "max": 1543.7077475000583 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2023": 50 }, "source_ahn_family_counts": { "ahn5": 50 } } }, "Rotterdam": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 335, "city_counts": { "Rotterdam": 2000 }, "plane_group_bins": { "1": { "count": 547, "fraction": 0.2735 }, "2-4": { "count": 1108, "fraction": 0.554 }, "5+": { "count": 345, "fraction": 0.1725 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 4.0, "p95": 7.0, "max": 42.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.034059999896975, "p05": 38.78795122482864, "p25": 62.702476624946954, "median": 76.7046452499899, "p75": 111.18578087501318, "p95": 224.60911722487654, "max": 1532.5974450000485 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 6, "2020": 26, "2023": 1968 }, "source_ahn_family_counts": { "ahn3": 6, "ahn4": 26, "ahn5": 1968 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 46, "city_counts": { "Rotterdam": 50 }, "plane_group_bins": { "1": { "count": 0, "fraction": 0.0 }, "2-4": { "count": 42, "fraction": 0.84 }, "5+": { "count": 8, "fraction": 0.16 } }, "plane_group_count": { "n": 50, "min": 2.0, "p05": 2.0, "p25": 3.0, "median": 4.0, "p75": 4.0, "p95": 7.0, "max": 27.0 }, "projected_roof_area_m2": { "n": 50, "min": 46.03457200018294, "p05": 50.88371327509526, "p25": 54.35293637514573, "median": 62.716357000027266, "p75": 75.91480124986482, "p95": 124.52355102505761, "max": 499.43222599949723 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2020": 2, "2023": 48 }, "source_ahn_family_counts": { "ahn4": 2, "ahn5": 48 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 31, "city_counts": { "Rotterdam": 50 }, "plane_group_bins": { "1": { "count": 10, "fraction": 0.2 }, "2-4": { "count": 19, "fraction": 0.38 }, "5+": { "count": 21, "fraction": 0.42 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 4.0, "p75": 5.75, "p95": 10.649999999999991, "max": 38.0 }, "projected_roof_area_m2": { "n": 50, "min": 33.42516349996594, "p05": 46.8946241499791, "p25": 75.1964960001074, "median": 123.65028849995238, "p75": 169.81153825011955, "p95": 874.7647322999704, "max": 1141.431858999681 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 2, "2020": 1, "2022": 25, "2023": 22 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 1, "ahn5": 47 } } }, "Amersfoort": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 1133, "city_counts": { "Amersfoort": 2000 }, "plane_group_bins": { "1": { "count": 618, "fraction": 0.309 }, "2-4": { "count": 1210, "fraction": 0.605 }, "5+": { "count": 172, "fraction": 0.086 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 19.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.052094499932462, "p05": 32.7938475250032, "p25": 51.37572387499178, "median": 60.69838674997338, "p75": 84.60006912494232, "p95": 216.75043637488008, "max": 2225.6007215002887 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2018": 13, "2020": 42, "2023": 1945 }, "source_ahn_family_counts": { "ahn3": 13, "ahn4": 42, "ahn5": 1945 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 50, "city_counts": { "Amersfoort": 50 }, "plane_group_bins": { "1": { "count": 3, "fraction": 0.06 }, "2-4": { "count": 39, "fraction": 0.78 }, "5+": { "count": 8, "fraction": 0.16 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.4500000000000002, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 7.0 }, "projected_roof_area_m2": { "n": 50, "min": 21.967584999928825, "p05": 41.242652049862684, "p25": 50.7012508749941, "median": 54.88300675011324, "p75": 59.47893274984907, "p95": 87.60376217480403, "max": 155.99448100015982 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2023": 50 }, "source_ahn_family_counts": { "ahn5": 50 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 50, "city_counts": { "Amersfoort": 50 }, "plane_group_bins": { "1": { "count": 4, "fraction": 0.08 }, "2-4": { "count": 31, "fraction": 0.62 }, "5+": { "count": 15, "fraction": 0.3 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.5, "p75": 5.0, "p95": 7.0, "max": 11.0 }, "projected_roof_area_m2": { "n": 50, "min": 23.44317300004555, "p05": 26.685993750037042, "p25": 48.28935749997927, "median": 57.236381000072214, "p75": 74.96719574995649, "p95": 114.38712324980702, "max": 199.2940749996279 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2023": 50 }, "source_ahn_family_counts": { "ahn5": 50 } } }, "Arnhem": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 726, "city_counts": { "Arnhem": 2000 }, "plane_group_bins": { "1": { "count": 504, "fraction": 0.252 }, "2-4": { "count": 1315, "fraction": 0.6575 }, "5+": { "count": 181, "fraction": 0.0905 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.037496500015138, "p05": 27.34834869972945, "p25": 46.40620612493685, "median": 53.97401500005844, "p75": 68.54529825005562, "p95": 160.8163178750576, "max": 2039.7588225010902 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2018": 27, "2022": 1973 }, "source_ahn_family_counts": { "ahn3": 27, "ahn4": 1973 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 50, "city_counts": { "Arnhem": 50 }, "plane_group_bins": { "1": { "count": 3, "fraction": 0.06 }, "2-4": { "count": 33, "fraction": 0.66 }, "5+": { "count": 14, "fraction": 0.28 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.4500000000000002, "p25": 2.0, "median": 3.0, "p75": 5.0, "p95": 7.0, "max": 9.0 }, "projected_roof_area_m2": { "n": 50, "min": 42.28113950019487, "p05": 46.07784409998862, "p25": 58.86889537513669, "median": 81.8566435000326, "p75": 106.89965012482489, "p95": 199.94896994995062, "max": 465.2422570002245 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2022": 50 }, "source_ahn_family_counts": { "ahn4": 50 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 49, "city_counts": { "Arnhem": 50 }, "plane_group_bins": { "1": { "count": 10, "fraction": 0.2 }, "2-4": { "count": 36, "fraction": 0.72 }, "5+": { "count": 4, "fraction": 0.08 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 10.0 }, "projected_roof_area_m2": { "n": 50, "min": 21.962669500194174, "p05": 41.76965824979817, "p25": 45.4822792501397, "median": 53.10262974997963, "p75": 86.07828112497505, "p95": 157.62655735004455, "max": 170.9614829999255 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2022": 10, "2024": 40 }, "source_ahn_family_counts": { "ahn4": 10, "ahn5": 40 } } }, "Nijmegen": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 655, "city_counts": { "Nijmegen": 2000 }, "plane_group_bins": { "1": { "count": 359, "fraction": 0.1795 }, "2-4": { "count": 1526, "fraction": 0.763 }, "5+": { "count": 115, "fraction": 0.0575 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 14.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.05108550005162, "p05": 21.857490699963435, "p25": 48.514506374963545, "median": 51.546359749947655, "p75": 72.2266854999983, "p95": 428.25761545040217, "max": 2480.681709499998 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2015": 2, "2021": 6, "2024": 1992 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 6, "ahn5": 1992 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 29, "city_counts": { "Nijmegen": 50 }, "plane_group_bins": { "1": { "count": 9, "fraction": 0.18 }, "2-4": { "count": 29, "fraction": 0.58 }, "5+": { "count": 12, "fraction": 0.24 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 9.549999999999997, "max": 14.0 }, "projected_roof_area_m2": { "n": 50, "min": 21.78331399990829, "p05": 31.61739662499344, "p25": 49.52714712502846, "median": 88.17228950009678, "p75": 148.33003812494076, "p95": 216.03995977478013, "max": 383.0430750006792 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2021": 2, "2024": 48 }, "source_ahn_family_counts": { "ahn4": 2, "ahn5": 48 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 25, "city_counts": { "Nijmegen": 50 }, "plane_group_bins": { "1": { "count": 1, "fraction": 0.02 }, "2-4": { "count": 37, "fraction": 0.74 }, "5+": { "count": 12, "fraction": 0.24 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 2.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 7.0, "max": 8.0 }, "projected_roof_area_m2": { "n": 50, "min": 39.49660200010174, "p05": 46.485989849900655, "p25": 54.98081325018049, "median": 93.00095700006574, "p75": 118.48890737496245, "p95": 180.33915017476136, "max": 727.5500020001955 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2024": 50 }, "source_ahn_family_counts": { "ahn5": 50 } } }, "Zwolle": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 1026, "city_counts": { "Zwolle": 2000 }, "plane_group_bins": { "1": { "count": 428, "fraction": 0.214 }, "2-4": { "count": 1297, "fraction": 0.6485 }, "5+": { "count": 275, "fraction": 0.1375 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 12.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.000019499969504, "p05": 21.308132424943494, "p25": 46.16520162484938, "median": 57.76817349996152, "p75": 80.2250986248672, "p95": 209.5081589252911, "max": 2374.2006175007596 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 24, "2022": 1976 }, "source_ahn_family_counts": { "ahn3": 24, "ahn4": 1976 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 38, "city_counts": { "Zwolle": 50 }, "plane_group_bins": { "1": { "count": 6, "fraction": 0.12 }, "2-4": { "count": 41, "fraction": 0.82 }, "5+": { "count": 3, "fraction": 0.06 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 3.0, "p95": 4.549999999999997, "max": 5.0 }, "projected_roof_area_m2": { "n": 50, "min": 20.688517999982807, "p05": 44.60901474998163, "p25": 52.687546625111985, "median": 62.90046624976674, "p75": 70.93385562500443, "p95": 159.47151447469187, "max": 1188.0813720002745 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 3, "2022": 47 }, "source_ahn_family_counts": { "ahn3": 3, "ahn4": 47 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 35, "city_counts": { "Zwolle": 50 }, "plane_group_bins": { "1": { "count": 3, "fraction": 0.06 }, "2-4": { "count": 21, "fraction": 0.42 }, "5+": { "count": 26, "fraction": 0.52 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.4500000000000002, "p25": 2.0, "median": 5.0, "p75": 6.0, "p95": 8.549999999999997, "max": 10.0 }, "projected_roof_area_m2": { "n": 50, "min": 43.60926150013927, "p05": 45.18103780012789, "p25": 54.051116999967704, "median": 68.98818900009584, "p75": 98.95137924989973, "p95": 244.6294550251763, "max": 448.3318080002031 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2022": 50 }, "source_ahn_family_counts": { "ahn4": 50 } } }, "Tilburg": { "train": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 719, "city_counts": { "Tilburg": 2000 }, "plane_group_bins": { "1": { "count": 374, "fraction": 0.187 }, "2-4": { "count": 1400, "fraction": 0.7 }, "5+": { "count": 226, "fraction": 0.113 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 3.0, "p95": 5.0, "max": 13.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.0768540002289, "p05": 22.033964024989324, "p25": 43.631886125124055, "median": 53.855493999901114, "p75": 73.66416012507011, "p95": 130.43463572503006, "max": 1147.8311140000465 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 4, "2020": 8, "2024": 1988 }, "source_ahn_family_counts": { "ahn3": 4, "ahn4": 8, "ahn5": 1988 } }, "calibration": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 43, "city_counts": { "Tilburg": 50 }, "plane_group_bins": { "1": { "count": 6, "fraction": 0.12 }, "2-4": { "count": 30, "fraction": 0.6 }, "5+": { "count": 14, "fraction": 0.28 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.0, "p25": 3.0, "median": 3.0, "p75": 5.0, "p95": 6.0, "max": 7.0 }, "projected_roof_area_m2": { "n": 50, "min": 20.451322000112473, "p05": 28.264819700089735, "p25": 53.35825862507785, "median": 62.40786550005717, "p75": 72.60799862509252, "p95": 92.57018282528567, "max": 196.289311000033 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2024": 50 }, "source_ahn_family_counts": { "ahn5": 50 } }, "validation": { "n": 50, "unique_parent_buildings": 50, "adjacency_groups": 49, "city_counts": { "Tilburg": 50 }, "plane_group_bins": { "1": { "count": 3, "fraction": 0.06 }, "2-4": { "count": 40, "fraction": 0.8 }, "5+": { "count": 7, "fraction": 0.14 } }, "plane_group_count": { "n": 50, "min": 1.0, "p05": 1.4500000000000002, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 7.0 }, "projected_roof_area_m2": { "n": 50, "min": 21.912423000009593, "p05": 39.552237325026184, "p25": 45.66200037502526, "median": 61.23969874993505, "p75": 70.23701537496362, "p95": 88.84273667511427, "max": 151.65739800006483 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2021": 1, "2024": 49 }, "source_ahn_family_counts": { "ahn4": 1, "ahn5": 49 } } } }, "nested_training_scales": { "3500": { "n": 3500, "unique_parent_buildings": 3500, "adjacency_groups": 2533, "city_counts": { "Amersfoort": 350, "Arnhem": 350, "Delft": 350, "Haarlem": 350, "Leiden": 350, "Nijmegen": 350, "Rotterdam": 350, "Tilburg": 350, "Utrecht": 350, "Zwolle": 350 }, "plane_group_bins": { "1": { "count": 665, "fraction": 0.19 }, "2-4": { "count": 2448, "fraction": 0.6994285714285714 }, "5+": { "count": 387, "fraction": 0.11057142857142857 } }, "plane_group_count": { "n": 3500, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 42.0 }, "projected_roof_area_m2": { "n": 3500, "min": 20.000019499969504, "p05": 26.85780407499626, "p25": 49.68562812504669, "median": 58.404211249965, "p75": 76.43262125006264, "p95": 195.6149334750453, "max": 2310.249800499831 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 2, "2014": 4, "2016": 6, "2018": 6, "2020": 27, "2021": 1, "2022": 693, "2023": 2064, "2024": 697 }, "source_ahn_family_counts": { "ahn3": 18, "ahn4": 721, "ahn5": 2761 } }, "10000": { "n": 10000, "unique_parent_buildings": 10000, "adjacency_groups": 5475, "city_counts": { "Amersfoort": 1000, "Arnhem": 1000, "Delft": 1000, "Haarlem": 1000, "Leiden": 1000, "Nijmegen": 1000, "Rotterdam": 1000, "Tilburg": 1000, "Utrecht": 1000, "Zwolle": 1000 }, "plane_group_bins": { "1": { "count": 1932, "fraction": 0.1932 }, "2-4": { "count": 6968, "fraction": 0.6968 }, "5+": { "count": 1100, "fraction": 0.11 } }, "plane_group_count": { "n": 10000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 42.0 }, "projected_roof_area_m2": { "n": 10000, "min": 20.000019499969504, "p05": 26.29416907518629, "p25": 49.442265875009525, "median": 58.15870200000292, "p75": 75.91336062486718, "p95": 192.28300022502174, "max": 2374.2006175007596 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 3, "2014": 6, "2016": 16, "2018": 24, "2020": 87, "2021": 3, "2022": 1972, "2023": 5896, "2024": 1993 }, "source_ahn_family_counts": { "ahn3": 49, "ahn4": 2062, "ahn5": 7889 } }, "20000": { "n": 20000, "unique_parent_buildings": 20000, "adjacency_groups": 8541, "city_counts": { "Amersfoort": 2000, "Arnhem": 2000, "Delft": 2000, "Haarlem": 2000, "Leiden": 2000, "Nijmegen": 2000, "Rotterdam": 2000, "Tilburg": 2000, "Utrecht": 2000, "Zwolle": 2000 }, "plane_group_bins": { "1": { "count": 3847, "fraction": 0.19235 }, "2-4": { "count": 13915, "fraction": 0.69575 }, "5+": { "count": 2238, "fraction": 0.1119 } }, "plane_group_count": { "n": 20000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 42.0 }, "projected_roof_area_m2": { "n": 20000, "min": 20.000019499969504, "p05": 26.50503312507648, "p25": 49.38305974998232, "median": 58.08982249990149, "p75": 76.02036550009267, "p95": 191.27969320037732, "max": 2480.681709499998 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 6, "2014": 13, "2015": 2, "2016": 28, "2018": 40, "2020": 178, "2021": 6, "2022": 3949, "2023": 11798, "2024": 3980 }, "source_ahn_family_counts": { "ahn3": 89, "ahn4": 4133, "ahn5": 15778 } } }, "training_increments": { "3500_to_10000": { "n": 6500, "unique_parent_buildings": 6500, "adjacency_groups": 4090, "city_counts": { "Amersfoort": 650, "Arnhem": 650, "Delft": 650, "Haarlem": 650, "Leiden": 650, "Nijmegen": 650, "Rotterdam": 650, "Tilburg": 650, "Utrecht": 650, "Zwolle": 650 }, "plane_group_bins": { "1": { "count": 1267, "fraction": 0.19492307692307692 }, "2-4": { "count": 4520, "fraction": 0.6953846153846154 }, "5+": { "count": 713, "fraction": 0.10969230769230769 } }, "plane_group_count": { "n": 6500, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 18.0 }, "projected_roof_area_m2": { "n": 6500, "min": 20.013629999915107, "p05": 25.971441924870124, "p25": 49.30732162514954, "median": 58.028942999955405, "p75": 75.64154949996637, "p95": 188.29669289985242, "max": 2374.2006175007596 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 1, "2014": 2, "2016": 10, "2018": 18, "2020": 60, "2021": 2, "2022": 1279, "2023": 3832, "2024": 1296 }, "source_ahn_family_counts": { "ahn3": 31, "ahn4": 1341, "ahn5": 5128 } }, "10000_to_20000": { "n": 10000, "unique_parent_buildings": 10000, "adjacency_groups": 5511, "city_counts": { "Amersfoort": 1000, "Arnhem": 1000, "Delft": 1000, "Haarlem": 1000, "Leiden": 1000, "Nijmegen": 1000, "Rotterdam": 1000, "Tilburg": 1000, "Utrecht": 1000, "Zwolle": 1000 }, "plane_group_bins": { "1": { "count": 1915, "fraction": 0.1915 }, "2-4": { "count": 6947, "fraction": 0.6947 }, "5+": { "count": 1138, "fraction": 0.1138 } }, "plane_group_count": { "n": 10000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 19.0 }, "projected_roof_area_m2": { "n": 10000, "min": 20.037496500015138, "p05": 26.803144075028765, "p25": 49.31439924988012, "median": 58.01060474985244, "p75": 76.09130549983283, "p95": 190.38356509983245, "max": 2480.681709499998 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 3, "2014": 7, "2015": 2, "2016": 12, "2018": 16, "2020": 91, "2021": 3, "2022": 1977, "2023": 5902, "2024": 1987 }, "source_ahn_family_counts": { "ahn3": 40, "ahn4": 2071, "ahn5": 7889 } }, "3500_to_20000": { "n": 16500, "unique_parent_buildings": 16500, "adjacency_groups": 7591, "city_counts": { "Amersfoort": 1650, "Arnhem": 1650, "Delft": 1650, "Haarlem": 1650, "Leiden": 1650, "Nijmegen": 1650, "Rotterdam": 1650, "Tilburg": 1650, "Utrecht": 1650, "Zwolle": 1650 }, "plane_group_bins": { "1": { "count": 3182, "fraction": 0.19284848484848485 }, "2-4": { "count": 11467, "fraction": 0.694969696969697 }, "5+": { "count": 1851, "fraction": 0.11218181818181819 } }, "plane_group_count": { "n": 16500, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 19.0 }, "projected_roof_area_m2": { "n": 16500, "min": 20.013629999915107, "p05": 26.43067567503856, "p25": 49.30896250014795, "median": 58.01960699997506, "p75": 75.97808037509378, "p95": 189.4812621999341, "max": 2480.681709499998 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 4, "2014": 9, "2015": 2, "2016": 22, "2018": 34, "2020": 151, "2021": 5, "2022": 3256, "2023": 9734, "2024": 3283 }, "source_ahn_family_counts": { "ahn3": 71, "ahn4": 3412, "ahn5": 13017 } } }, "by_city_and_training_scale": { "Utrecht": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 344, "city_counts": { "Utrecht": 350 }, "plane_group_bins": { "1": { "count": 53, "fraction": 0.15142857142857144 }, "2-4": { "count": 254, "fraction": 0.7257142857142858 }, "5+": { "count": 43, "fraction": 0.12285714285714286 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 11.0 }, "projected_roof_area_m2": { "n": 350, "min": 20.136510500162377, "p05": 40.61299442494293, "p25": 49.701213500056184, "median": 57.76002625002697, "p75": 70.58771425004136, "p95": 131.22505645007234, "max": 2310.249800499831 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 2, "2020": 3, "2023": 345 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 3, "ahn5": 345 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 914, "city_counts": { "Utrecht": 1000 }, "plane_group_bins": { "1": { "count": 170, "fraction": 0.17 }, "2-4": { "count": 721, "fraction": 0.721 }, "5+": { "count": 109, "fraction": 0.109 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 11.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.067694499838982, "p05": 40.68382604984951, "p25": 48.964327250017924, "median": 56.11050725007445, "p75": 69.3905633750673, "p95": 131.6589382751911, "max": 2310.249800499831 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 2, "2020": 10, "2023": 988 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 10, "ahn5": 988 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 1653, "city_counts": { "Utrecht": 2000 }, "plane_group_bins": { "1": { "count": 332, "fraction": 0.166 }, "2-4": { "count": 1434, "fraction": 0.717 }, "5+": { "count": 234, "fraction": 0.117 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 11.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.06011250000312, "p05": 41.262503675011935, "p25": 48.455965124966504, "median": 55.165427000040175, "p75": 68.24765262507843, "p95": 130.15166662493166, "max": 2310.249800499831 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 2, "2020": 19, "2023": 1979 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 19, "ahn5": 1979 } } }, "Leiden": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 249, "city_counts": { "Leiden": 350 }, "plane_group_bins": { "1": { "count": 26, "fraction": 0.07428571428571429 }, "2-4": { "count": 288, "fraction": 0.8228571428571428 }, "5+": { "count": 36, "fraction": 0.10285714285714286 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 350, "min": 20.645809999914178, "p05": 45.16570825009721, "p25": 51.605950250012086, "median": 57.36570849981488, "p75": 67.18911149984706, "p95": 111.22152837509974, "max": 760.3983694994943 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2020": 4, "2023": 346 }, "source_ahn_family_counts": { "ahn4": 4, "ahn5": 346 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 530, "city_counts": { "Leiden": 1000 }, "plane_group_bins": { "1": { "count": 65, "fraction": 0.065 }, "2-4": { "count": 823, "fraction": 0.823 }, "5+": { "count": 112, "fraction": 0.112 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.197273499808556, "p05": 45.1724331501082, "p25": 51.95822012489735, "median": 57.87440074999775, "p75": 67.46870687497781, "p95": 105.34223182477804, "max": 804.2069419996914 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2020": 11, "2023": 989 }, "source_ahn_family_counts": { "ahn4": 11, "ahn5": 989 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 803, "city_counts": { "Leiden": 2000 }, "plane_group_bins": { "1": { "count": 144, "fraction": 0.072 }, "2-4": { "count": 1610, "fraction": 0.805 }, "5+": { "count": 246, "fraction": 0.123 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 5.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.155105499983872, "p05": 45.17278950009482, "p25": 51.96731999988398, "median": 58.0764812501032, "p75": 67.44107349988496, "p95": 104.53750382507793, "max": 1678.5113240004546 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2020": 18, "2023": 1982 }, "source_ahn_family_counts": { "ahn4": 18, "ahn5": 1982 } } }, "Haarlem": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 229, "city_counts": { "Haarlem": 350 }, "plane_group_bins": { "1": { "count": 30, "fraction": 0.08571428571428572 }, "2-4": { "count": 274, "fraction": 0.7828571428571428 }, "5+": { "count": 46, "fraction": 0.13142857142857142 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 9.0 }, "projected_roof_area_m2": { "n": 350, "min": 20.554512500071553, "p05": 48.541228600083265, "p25": 51.46189800008064, "median": 58.07978474998522, "p75": 75.54551337498523, "p95": 183.84665812502456, "max": 589.5244454997053 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 1, "2020": 5, "2023": 344 }, "source_ahn_family_counts": { "ahn3": 1, "ahn4": 5, "ahn5": 344 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 395, "city_counts": { "Haarlem": 1000 }, "plane_group_bins": { "1": { "count": 111, "fraction": 0.111 }, "2-4": { "count": 761, "fraction": 0.761 }, "5+": { "count": 128, "fraction": 0.128 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.013629999915107, "p05": 48.44022917500489, "p25": 51.93461050010686, "median": 58.99503524984199, "p75": 74.68389699985961, "p95": 212.92652454962916, "max": 1575.0402599999845 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 2, "2020": 21, "2023": 977 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 21, "ahn5": 977 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 498, "city_counts": { "Haarlem": 2000 }, "plane_group_bins": { "1": { "count": 236, "fraction": 0.118 }, "2-4": { "count": 1485, "fraction": 0.7425 }, "5+": { "count": 279, "fraction": 0.1395 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.013629999915107, "p05": 48.28081442493623, "p25": 51.94738412514288, "median": 59.26299124997682, "p75": 74.43709725007443, "p95": 209.53900477503433, "max": 2336.662258500594 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 6, "2020": 43, "2023": 1951 }, "source_ahn_family_counts": { "ahn3": 6, "ahn4": 43, "ahn5": 1951 } } }, "Delft": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 275, "city_counts": { "Delft": 350 }, "plane_group_bins": { "1": { "count": 55, "fraction": 0.15714285714285714 }, "2-4": { "count": 270, "fraction": 0.7714285714285715 }, "5+": { "count": 25, "fraction": 0.07142857142857142 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 3.0, "p95": 5.0, "max": 11.0 }, "projected_roof_area_m2": { "n": 350, "min": 20.45781799997578, "p05": 36.32964999991321, "p25": 50.799531250045256, "median": 56.002845499900246, "p75": 66.01212224998753, "p95": 272.2516349499148, "max": 1752.2931370004505 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 1, "2020": 2, "2023": 347 }, "source_ahn_family_counts": { "ahn3": 1, "ahn4": 2, "ahn5": 347 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 626, "city_counts": { "Delft": 1000 }, "plane_group_bins": { "1": { "count": 170, "fraction": 0.17 }, "2-4": { "count": 749, "fraction": 0.749 }, "5+": { "count": 81, "fraction": 0.081 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 3.0, "p95": 5.0, "max": 12.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.14339799994237, "p05": 38.66236350004061, "p25": 50.61125824974516, "median": 55.6604332499528, "p75": 65.51459587510672, "p95": 243.0288653750872, "max": 2355.7423904999823 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 2, "2020": 10, "2023": 988 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 10, "ahn5": 988 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 993, "city_counts": { "Delft": 2000 }, "plane_group_bins": { "1": { "count": 305, "fraction": 0.1525 }, "2-4": { "count": 1530, "fraction": 0.765 }, "5+": { "count": 165, "fraction": 0.0825 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 3.0, "p95": 5.0, "max": 12.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.075546000079022, "p05": 40.117481225031895, "p25": 50.66571912492983, "median": 55.99683800006397, "p75": 65.92307300011079, "p95": 271.7726308998538, "max": 2355.7423904999823 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2014": 5, "2020": 22, "2023": 1973 }, "source_ahn_family_counts": { "ahn3": 5, "ahn4": 22, "ahn5": 1973 } } }, "Rotterdam": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 136, "city_counts": { "Rotterdam": 350 }, "plane_group_bins": { "1": { "count": 91, "fraction": 0.26 }, "2-4": { "count": 206, "fraction": 0.5885714285714285 }, "5+": { "count": 53, "fraction": 0.15142857142857144 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 4.0, "p95": 7.0, "max": 42.0 }, "projected_roof_area_m2": { "n": 350, "min": 20.034059999896975, "p05": 43.30586972491848, "p25": 62.5156336249527, "median": 75.18971049998315, "p75": 105.51894862509637, "p95": 222.25098632484742, "max": 1450.0567849999695 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 2, "2020": 6, "2023": 342 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 6, "ahn5": 342 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 238, "city_counts": { "Rotterdam": 1000 }, "plane_group_bins": { "1": { "count": 262, "fraction": 0.262 }, "2-4": { "count": 568, "fraction": 0.568 }, "5+": { "count": 170, "fraction": 0.17 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 4.0, "p95": 7.0, "max": 42.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.034059999896975, "p05": 38.15731899985947, "p25": 62.575695000072024, "median": 76.13951224985935, "p75": 108.31016099999, "p95": 222.68402692480666, "max": 1532.5974450000485 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 3, "2020": 12, "2023": 985 }, "source_ahn_family_counts": { "ahn3": 3, "ahn4": 12, "ahn5": 985 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 335, "city_counts": { "Rotterdam": 2000 }, "plane_group_bins": { "1": { "count": 547, "fraction": 0.2735 }, "2-4": { "count": 1108, "fraction": 0.554 }, "5+": { "count": 345, "fraction": 0.1725 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 4.0, "p95": 7.0, "max": 42.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.034059999896975, "p05": 38.78795122482864, "p25": 62.702476624946954, "median": 76.7046452499899, "p75": 111.18578087501318, "p95": 224.60911722487654, "max": 1532.5974450000485 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2011": 6, "2020": 26, "2023": 1968 }, "source_ahn_family_counts": { "ahn3": 6, "ahn4": 26, "ahn5": 1968 } } }, "Amersfoort": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 283, "city_counts": { "Amersfoort": 350 }, "plane_group_bins": { "1": { "count": 116, "fraction": 0.3314285714285714 }, "2-4": { "count": 206, "fraction": 0.5885714285714285 }, "5+": { "count": 28, "fraction": 0.08 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 12.0 }, "projected_roof_area_m2": { "n": 350, "min": 20.052094499932462, "p05": 34.56853679999337, "p25": 51.23372700034788, "median": 61.12838799982406, "p75": 84.77817987505115, "p95": 190.0901437751766, "max": 2060.849585499958 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2018": 4, "2020": 6, "2023": 340 }, "source_ahn_family_counts": { "ahn3": 4, "ahn4": 6, "ahn5": 340 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 683, "city_counts": { "Amersfoort": 1000 }, "plane_group_bins": { "1": { "count": 319, "fraction": 0.319 }, "2-4": { "count": 593, "fraction": 0.593 }, "5+": { "count": 88, "fraction": 0.088 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 12.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.052094499932462, "p05": 32.7950741999758, "p25": 51.235038000435196, "median": 60.10889724998933, "p75": 82.33469624994409, "p95": 246.00405145012257, "max": 2060.849585499958 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2018": 10, "2020": 21, "2023": 969 }, "source_ahn_family_counts": { "ahn3": 10, "ahn4": 21, "ahn5": 969 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 1133, "city_counts": { "Amersfoort": 2000 }, "plane_group_bins": { "1": { "count": 618, "fraction": 0.309 }, "2-4": { "count": 1210, "fraction": 0.605 }, "5+": { "count": 172, "fraction": 0.086 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 19.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.052094499932462, "p05": 32.7938475250032, "p25": 51.37572387499178, "median": 60.69838674997338, "p75": 84.60006912494232, "p95": 216.75043637488008, "max": 2225.6007215002887 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2018": 13, "2020": 42, "2023": 1945 }, "source_ahn_family_counts": { "ahn3": 13, "ahn4": 42, "ahn5": 1945 } } }, "Arnhem": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 243, "city_counts": { "Arnhem": 350 }, "plane_group_bins": { "1": { "count": 90, "fraction": 0.2571428571428571 }, "2-4": { "count": 230, "fraction": 0.6571428571428571 }, "5+": { "count": 30, "fraction": 0.08571428571428572 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 15.0 }, "projected_roof_area_m2": { "n": 350, "min": 21.307353999884647, "p05": 29.528801474885924, "p25": 46.5532749998132, "median": 54.105814999968814, "p75": 70.63136074993334, "p95": 162.9608918500028, "max": 1594.1907430021104 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2018": 2, "2022": 348 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 348 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 483, "city_counts": { "Arnhem": 1000 }, "plane_group_bins": { "1": { "count": 251, "fraction": 0.251 }, "2-4": { "count": 662, "fraction": 0.662 }, "5+": { "count": 87, "fraction": 0.087 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.270590999980662, "p05": 28.164345550158405, "p25": 46.5224008750024, "median": 54.07481250015557, "p75": 69.85009325016046, "p95": 161.63403595001827, "max": 1963.1499109998858 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2018": 14, "2022": 986 }, "source_ahn_family_counts": { "ahn3": 14, "ahn4": 986 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 726, "city_counts": { "Arnhem": 2000 }, "plane_group_bins": { "1": { "count": 504, "fraction": 0.252 }, "2-4": { "count": 1315, "fraction": 0.6575 }, "5+": { "count": 181, "fraction": 0.0905 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 1.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 16.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.037496500015138, "p05": 27.34834869972945, "p25": 46.40620612493685, "median": 53.97401500005844, "p75": 68.54529825005562, "p95": 160.8163178750576, "max": 2039.7588225010902 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2018": 27, "2022": 1973 }, "source_ahn_family_counts": { "ahn3": 27, "ahn4": 1973 } } }, "Nijmegen": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 252, "city_counts": { "Nijmegen": 350 }, "plane_group_bins": { "1": { "count": 69, "fraction": 0.19714285714285715 }, "2-4": { "count": 261, "fraction": 0.7457142857142857 }, "5+": { "count": 20, "fraction": 0.05714285714285714 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 9.0 }, "projected_roof_area_m2": { "n": 350, "min": 20.06113499991678, "p05": 23.03579822503002, "p25": 48.9579161249987, "median": 53.632342000052084, "p75": 79.91384799989464, "p95": 380.8102494003445, "max": 1879.7075675001338 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2021": 1, "2024": 349 }, "source_ahn_family_counts": { "ahn4": 1, "ahn5": 349 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 462, "city_counts": { "Nijmegen": 1000 }, "plane_group_bins": { "1": { "count": 177, "fraction": 0.177 }, "2-4": { "count": 760, "fraction": 0.76 }, "5+": { "count": 63, "fraction": 0.063 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 13.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.06113499991678, "p05": 22.41770297504465, "p25": 48.673528624942264, "median": 52.00572800001822, "p75": 72.55005037492614, "p95": 369.58682885037166, "max": 2016.591077999238 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2021": 3, "2024": 997 }, "source_ahn_family_counts": { "ahn4": 3, "ahn5": 997 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 655, "city_counts": { "Nijmegen": 2000 }, "plane_group_bins": { "1": { "count": 359, "fraction": 0.1795 }, "2-4": { "count": 1526, "fraction": 0.763 }, "5+": { "count": 115, "fraction": 0.0575 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 2.0, "p75": 3.0, "p95": 5.0, "max": 14.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.05108550005162, "p05": 21.857490699963435, "p25": 48.514506374963545, "median": 51.546359749947655, "p75": 72.2266854999983, "p95": 428.25761545040217, "max": 2480.681709499998 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2015": 2, "2021": 6, "2024": 1992 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 6, "ahn5": 1992 } } }, "Zwolle": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 280, "city_counts": { "Zwolle": 350 }, "plane_group_bins": { "1": { "count": 67, "fraction": 0.19142857142857142 }, "2-4": { "count": 228, "fraction": 0.6514285714285715 }, "5+": { "count": 55, "fraction": 0.15714285714285714 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 12.0 }, "projected_roof_area_m2": { "n": 350, "min": 20.000019499969504, "p05": 21.378253400014056, "p25": 45.83039599992369, "median": 59.50395874994216, "p75": 76.39914412496779, "p95": 193.63484540012513, "max": 1368.9895005007265 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 5, "2022": 345 }, "source_ahn_family_counts": { "ahn3": 5, "ahn4": 345 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 650, "city_counts": { "Zwolle": 1000 }, "plane_group_bins": { "1": { "count": 217, "fraction": 0.217 }, "2-4": { "count": 642, "fraction": 0.642 }, "5+": { "count": 141, "fraction": 0.141 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 12.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.000019499969504, "p05": 21.249008174926175, "p25": 45.26615087485482, "median": 57.91744499984637, "p75": 79.79807762520531, "p95": 202.3981841249039, "max": 2374.2006175007596 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 14, "2022": 986 }, "source_ahn_family_counts": { "ahn3": 14, "ahn4": 986 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 1026, "city_counts": { "Zwolle": 2000 }, "plane_group_bins": { "1": { "count": 428, "fraction": 0.214 }, "2-4": { "count": 1297, "fraction": 0.6485 }, "5+": { "count": 275, "fraction": 0.1375 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 4.0, "p95": 6.0, "max": 12.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.000019499969504, "p05": 21.308132424943494, "p25": 46.16520162484938, "median": 57.76817349996152, "p75": 80.2250986248672, "p95": 209.5081589252911, "max": 2374.2006175007596 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 24, "2022": 1976 }, "source_ahn_family_counts": { "ahn3": 24, "ahn4": 1976 } } }, "Tilburg": { "3500": { "n": 350, "unique_parent_buildings": 350, "adjacency_groups": 242, "city_counts": { "Tilburg": 350 }, "plane_group_bins": { "1": { "count": 68, "fraction": 0.19428571428571428 }, "2-4": { "count": 231, "fraction": 0.66 }, "5+": { "count": 51, "fraction": 0.1457142857142857 } }, "plane_group_count": { "n": 350, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 2.0, "p75": 4.0, "p95": 6.0, "max": 11.0 }, "projected_roof_area_m2": { "n": 350, "min": 20.121880500129237, "p05": 21.95394702504599, "p25": 43.154978125081996, "median": 52.70656100017574, "p75": 72.58353900002393, "p95": 130.5181601498332, "max": 332.23425599978816 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 1, "2020": 1, "2024": 348 }, "source_ahn_family_counts": { "ahn3": 1, "ahn4": 1, "ahn5": 348 } }, "10000": { "n": 1000, "unique_parent_buildings": 1000, "adjacency_groups": 494, "city_counts": { "Tilburg": 1000 }, "plane_group_bins": { "1": { "count": 190, "fraction": 0.19 }, "2-4": { "count": 689, "fraction": 0.689 }, "5+": { "count": 121, "fraction": 0.121 } }, "plane_group_count": { "n": 1000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 3.0, "p95": 5.0499999999999545, "max": 11.0 }, "projected_roof_area_m2": { "n": 1000, "min": 20.09695249989985, "p05": 21.862001649992212, "p25": 43.556429875055485, "median": 53.24853599998281, "p75": 73.10876150008251, "p95": 132.396159424886, "max": 1147.8311140000465 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 2, "2020": 2, "2024": 996 }, "source_ahn_family_counts": { "ahn3": 2, "ahn4": 2, "ahn5": 996 } }, "20000": { "n": 2000, "unique_parent_buildings": 2000, "adjacency_groups": 719, "city_counts": { "Tilburg": 2000 }, "plane_group_bins": { "1": { "count": 374, "fraction": 0.187 }, "2-4": { "count": 1400, "fraction": 0.7 }, "5+": { "count": 226, "fraction": 0.113 } }, "plane_group_count": { "n": 2000, "min": 1.0, "p05": 1.0, "p25": 2.0, "median": 3.0, "p75": 3.0, "p95": 5.0, "max": 13.0 }, "projected_roof_area_m2": { "n": 2000, "min": 20.0768540002289, "p05": 22.033964024989324, "p25": 43.631886125124055, "median": 53.855493999901114, "p75": 73.66416012507011, "p95": 130.43463572503006, "max": 1147.8311140000465 }, "roof_height_above_ground_m": { "available": false, "n": 0, "reason": "Source manifest has ground_m and XY-only bbox, but no roof Z range/height. No mesh was opened; ground elevation and CityJSON translation are not building height." }, "source_ahn_year_counts": { "2016": 4, "2020": 8, "2024": 1988 }, "source_ahn_family_counts": { "ahn3": 4, "ahn4": 8, "ahn5": 1988 } } } }, "ahn_year_by_city_and_split": { "train": { "Utrecht": { "2014": 2, "2020": 19, "2023": 1979 }, "Leiden": { "2020": 18, "2023": 1982 }, "Haarlem": { "2014": 6, "2020": 43, "2023": 1951 }, "Delft": { "2014": 5, "2020": 22, "2023": 1973 }, "Rotterdam": { "2011": 6, "2020": 26, "2023": 1968 }, "Amersfoort": { "2018": 13, "2020": 42, "2023": 1945 }, "Arnhem": { "2018": 27, "2022": 1973 }, "Nijmegen": { "2015": 2, "2021": 6, "2024": 1992 }, "Zwolle": { "2016": 24, "2022": 1976 }, "Tilburg": { "2016": 4, "2020": 8, "2024": 1988 } }, "calibration": { "Utrecht": { "2020": 2, "2023": 48 }, "Leiden": { "2023": 50 }, "Haarlem": { "2023": 50 }, "Delft": { "2020": 2, "2023": 48 }, "Rotterdam": { "2020": 2, "2023": 48 }, "Amersfoort": { "2023": 50 }, "Arnhem": { "2022": 50 }, "Nijmegen": { "2021": 2, "2024": 48 }, "Zwolle": { "2016": 3, "2022": 47 }, "Tilburg": { "2024": 50 } }, "validation": { "Utrecht": { "2020": 3, "2023": 47 }, "Leiden": { "2023": 50 }, "Haarlem": { "2020": 1, "2023": 49 }, "Delft": { "2023": 50 }, "Rotterdam": { "2011": 2, "2020": 1, "2022": 25, "2023": 22 }, "Amersfoort": { "2023": 50 }, "Arnhem": { "2022": 10, "2024": 40 }, "Nijmegen": { "2024": 50 }, "Zwolle": { "2022": 50 }, "Tilburg": { "2021": 1, "2024": 49 } } }, "conclusions_zh": [ "每个训练规模都由同10座城市等额构成：3500/10000/20000分别为每城350/1000/2000栋；城市数量组成没有失衡。", "3500→20000新增16500栋中，近似共面组2–4的有11467栋、5+的有1851栋；多组屋面合计13318栋（80.7%），因此增加并非全部来自单组屋面。", "单组屋面占比由3500规模的19.00%变为20000规模的19.23%，变化+0.23个百分点。", "近似共面组数不是坡度、人工屋面片或屋脊样式标签；单组既可能水平也可能倾斜，仅凭本报告不能判断平屋顶占比。", "城市等额不代表屋面形状、面积、年代或空间分布相同；固定API首个合格样本与v2网格补采不是人口随机抽样。", "建筑高度未存入manifest，不能在不打开网格的约束下报告高度分位数；地面绝对高程不能替代建筑高度。" ], "changes_to_frozen_data_code_or_selection": false, "_publication": { "original_source_sha256": "16ea96d85fb8d75ebb9d2128574d0784a1ebeee9a1092808eded0610e4725502", "original_source": "source:scaling/reports/source_data_composition.json", "published_sha256_location": "https://feng96.github.io/research-daily/lod2/studies/report_package_manifest.json (artifact entry by href)", "notice": "All pre-existing scientific hash values remain original-source hashes. Paths are public provenance labels; published-copy SHA is in the package manifest. Metrics/numeric values were not changed." } }