{"id":"aa3d2919-c591-41ac-a1f2-f2c3bcadae20","type":"API","name":"GPS - Ilots de chaleur Urbains (ICU) : classification des IMU en zone climatique locale (LCZ) , Aléas et Vulnérabilités à la chaleur - Découpage Communes - Nov2023","slug":"gps-ilots-de-chaleur-urbains-icu-classification-des-imu-en-zone-climatique-locale-lcz-aleas-et-vulnerabilites-a-la-chaleur-decoupage-communes-nov2023","description":"Normal 0 21 false false false FR X-NONE X-NONE MicrosoftInternetExplorer4 Les facettes de lecture (à voir en périodes de jour et de nuit). « ALEA », aggravation de l’aléa « Vague de chaleur » par l’effet d’ICU Hauteur de la Vulnérabilité « SENSIBILITÉ », fragilité des personnes et du lieu de vie...","free_access_class":"FREE_NO_AUTH","auth_type":"NONE","homepage_url":"https://data.grandparissud.fr/explore/dataset/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/","docs_url":"https://data.grandparissud.fr/explore/dataset/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/","repo_url":null,"status":"ACTIVE","verification_state":"VERIFIED","tags":[],"logo_url":"https://data.grandparissud.fr/assets/favicon?tstamp=153675595372","primary_source_url":"https://data.grandparissud.fr/explore/dataset/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/","extraction_confidence":"0.00","created_at":"2026-07-25T15:29:45.994Z","updated_at":"2026-09-07T20:10:31.814Z","last_verified_at":"2026-09-07T16:58:36.013Z","deprecated_at":null,"ranking_score":58,"last_ranked_at":"2026-08-31T20:49:43.058Z","last_seen_at":null,"last_validated_at":null,"last_uptime_at":"2026-09-07T20:10:31.814Z","search_vector":"'0':25B,101B '21':26B,102B 'a':94A,118B 'aggrav':52B 'aggravation':128B 'alea':51B,127B,131B 'aleas':91A 'aléa':15A,55B 'chaleur':4A,20A,58B,80A,96A,134B 'classif':7A 'classification':83A 'climatiqu':12A 'climatique':88A 'commune':22A 'communes':98A 'd':62B,138B 'de':3A,40B,46B,49B,53B,57B,65B,75B,79A,116B,122B,125B,129B,133B,141B,151B 'decoupage':97A 'des':8A,70B,84A,146B 'du':73B,149B 'découpag':21A 'effet':61B,137B 'en':10A,44B,86A,120B 'et':16A,48B,72B,92A,124B,148B 'facett':39B 'facettes':115B 'fals':27B,28B,29B 'false':103B,104B,105B 'fr':30B,106B 'fragilite':145B 'fragilité':69B 'gps':1A,77A 'hauteur':64B,140B 'icu':6A,63B,82A,139B 'ilot':2A 'ilots':78A 'imu':9A,85A 'jour':47B,123B 'l':54B,60B,130B,136B 'la':19A,66B,95A,142B 'lcz':14A,90A 'lectur':41B 'lecture':117B 'les':38B,114B 'lieu':74B,150B 'local':13A 'locale':89A 'microsoftinternetexplorer4':37B,113B 'none':33B,36B,109B,112B 'normal':24B,100B 'nov2023':23A,99A 'nuit':50B,126B 'par':59B,135B 'periodes':121B 'personn':71B 'personnes':147B 'périod':45B 'sensibilite':144B 'sensibilité':68B 'urbain':5A 'urbains':81A 'vagu':56B 'vague':132B 'vie':76B,152B 'voir':43B,119B 'vulnerabilite':143B 'vulnerabilites':93A 'vulnérabilité':17A,67B 'x':32B,35B,108B,111B 'x-none':31B,34B,107B,110B 'zone':11A,87A 'à':18A,42B","popularity_score":"0.0000","maintenance_score":"0.7000","institution_id":null,"institution_type":null,"country_code":"FR","official_confidence":0,"proof_summary":"Confidence: 0%","source_seed_url":null,"is_public_sector":true,"published_at":"2026-07-26T15:39:00.000Z","geographic_scope":"NATIONAL","name_en":null,"description_en":null,"native_lang":null,"access_level":"direct","formats":["CSV"],"capability_tier":"live","trust_score":38.75,"merged_into_entry_id":null,"identity_key":"API|https://data.grandparissud.fr/explore/dataset/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com|gps - ilots de chaleur urbains (icu) : classification des imu en zone climatique locale (lcz) , aléas et vulnérabilités à la chaleur - découpage communes - nov2023","upstream_ref":"data.grandparissud.fr:dataset:gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com","access":{"level":"direct","primary":{"kind":"download","label":"Export CSV","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/exports/csv","format":"CSV","source":"query_example","runnable":true,"direct":true},"actions":[{"kind":"download","label":"Export CSV","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/exports/csv","format":"CSV","source":"query_example","runnable":true,"direct":true},{"kind":"query","label":"List records","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/records?limit=20","source":"query_example","runnable":true,"direct":true},{"kind":"query","label":"Select & filter","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/records?select=geo_point_2d%2Cgeo_shape%2Ccode_imu&where=type_lcz+is+not+null&limit=20","source":"query_example","runnable":true,"direct":true},{"kind":"query","label":"Run verified request","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com","source":"probe","runnable":true},{"kind":"landing","label":"Read the docs","method":"GET","url":"https://data.grandparissud.fr/explore/dataset/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/","source":"docs","runnable":false}],"formats":["CSV"]},"maturity":{"entry_id":"aa3d2919-c591-41ac-a1f2-f2c3bcadae20","granularity":"entry","granularity_label":"One unit = one catalog entry. A PROXY for the SCOPE.md §4 ladder, which governs source families, not entries: a family with 400 entries moves this reading 400 times as much as a family with one. Never compare or combine with the source_family reading.","level":"joinable","level_index":5,"level_label":"Joinable","meaning":"Canonical identifiers and concepts mapped","counts_as_coverage":true,"blocked_by":null,"rungs":[{"level":"discovered","level_index":1,"label":"Discovered","meaning":"Source and metadata recorded","evidence":"membership of the named population the ladder is taken over","counts_as_coverage":false,"met":true,"reached":true,"criterion":"TRUE"},{"level":"verified","level_index":2,"label":"Verified","meaning":"Access tested successfully","evidence":"entries.verification_state = 'VERIFIED'","counts_as_coverage":false,"met":true,"reached":true,"criterion":"entries.verification_state = 'VERIFIED'"},{"level":"profiled","level_index":3,"label":"Profiled","meaning":"Schema, dimensions and licence understood","evidence":"a data profile with at least one field (entry_data_profiles.field_count > 0)","counts_as_coverage":false,"met":true,"reached":true,"criterion":"EXISTS (SELECT 1 FROM entry_data_profiles p WHERE p.entry_id = entries.id AND COALESCE(p.field_count, 0) > 0)"},{"level":"executable","level_index":4,"label":"Executable","meaning":"Queries run through Commodity","evidence":"entries.capability_tier = 'live' — today's proxy for \"queryable through us\"","counts_as_coverage":true,"met":true,"reached":true,"criterion":"entries.capability_tier = 'live'"},{"level":"joinable","level_index":5,"label":"Joinable","meaning":"Canonical identifiers and concepts mapped","evidence":"a field link to a canonical identifier whose sampled VALUES match its format","counts_as_coverage":true,"met":true,"reached":true,"criterion":"EXISTS (SELECT 1 FROM entry_field_links efl WHERE efl.entry_id = entries.id AND efl.identifier_id IS NOT NULL AND efl.value_status = 'match')"},{"level":"reproducible","level_index":6,"label":"Reproducible","meaning":"Snapshots and transformation evidence retained","evidence":"at least one retained evidence manifest (migration 078)","counts_as_coverage":true,"met":false,"reached":false,"criterion":"EXISTS (SELECT 1 FROM evidence_manifests em WHERE em.entry_id = entries.id)"},{"level":"guaranteed","level_index":7,"label":"Guaranteed","meaning":"Monitored against an operational reliability target","evidence":"an active reliability target with a named monitor (migration 096)","counts_as_coverage":true,"met":false,"reached":false,"criterion":"EXISTS (SELECT 1 FROM entry_reliability_targets rt WHERE rt.entry_id = entries.id AND rt.is_active = true)"}],"officialness":{"basis":"catalog_inherited","label":"Inherited from the upstream catalog: this item came from a trusted official government catalog, and that provenance — not per-item proof — is the warrant. Its own proof score is below 80 or it matched no registered institution (apps/worker/src/connectors/catalog/qualify-store.ts).","proof_confidence":0,"proven_threshold":80,"institution_id":null,"definition":"CASE WHEN COALESCE(entries.is_public_sector, false) IS NOT TRUE THEN 'not_official' WHEN COALESCE(entries.official_confidence, 0) >= 80 AND entries.institution_id IS NOT NULL THEN 'per_item_proven' ELSE 'catalog_inherited' END"},"source_family":{"key":"data.grandparissud.fr","label":"One unit = one source family, approximated by the serving host of the entry's primary source URL (e.g. bdl.stat.gov.pl). A COMPUTED stand-in for the curated families of SCOPE.md §5, which no table holds yet. A family sits at the highest level any of its entries has reached, because a family is integrated to the depth of its deepest working integration. Never compare or combine with the entry reading."},"generated_at":"2026-09-08T21:51:40.787Z"},"api_details":{"id":"17e8ba5f-4c45-4642-af69-057804f7f224","entry_id":"aa3d2919-c591-41ac-a1f2-f2c3bcadae20","base_url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com","openapi_url":null,"graphql_url":null,"api_version":null,"spec_format":null,"endpoints_count":null,"endpoints":[],"rate_limit_info":null,"free_tier_limits":null,"ping_url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com","created_at":"2026-07-25T15:29:46.160Z","updated_at":"2026-07-25T15:29:46.160Z"},"dataset_details":{"id":"7679d5ad-1c04-43e8-8053-a974c45e0d2c","entry_id":"aa3d2919-c591-41ac-a1f2-f2c3bcadae20","upstream_issued":null,"upstream_modified":"2023-11-24T09:46:05.000Z","themes":[],"update_frequency":null,"temporal_start":null,"temporal_end":null,"spatial_coverage":null,"landing_page":null,"license_id":null,"license_raw":null,"has_documentation":false,"has_data_dictionary":false,"has_versioning":false,"source_portal":"opendatasoft","source_portal_url":"https://data.grandparissud.fr","created_at":"2026-07-25T18:43:02.153Z","updated_at":"2026-09-02T11:38:39.386Z","publisher":null,"publisher_url":null,"distributions":[],"license":null},"license":null,"reuse":{"license_id":null,"license_name":null,"license_url":null,"commercial_use":{"status":"unknown","value":null},"redistribution":{"status":"unknown","value":null},"attribution_required":{"status":"unknown","value":null},"share_alike":{"status":"unknown","value":null},"personal_data_warning":{"status":"unknown","value":null},"cache_and_mirror":{"status":"unknown","value":null},"undetermined":["commercial_use","redistribution","attribution_required","share_alike","personal_data_warning","cache_and_mirror"],"basis":"unverified","confidence":0.1,"confidence_tier":"low","source_text":null,"source_url":null,"reviewed_at":null},"license_raw":null,"latest_check":{"id":"719c4ec0-a449-43db-bfc8-75f1d9c1d909","entry_id":"aa3d2919-c591-41ac-a1f2-f2c3bcadae20","status":"VERIFIED","last_checked_at":"2026-09-07T16:58:35.254Z","p50_latency_ms":1308,"p95_latency_ms":null,"last_error":null,"consecutive_failures":0,"created_at":"2026-07-25T18:37:10.045Z","updated_at":"2026-09-07T16:58:35.254Z","consecutive_successes":11,"probe_url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com","probe_method":"GET","probe_http_status":200,"probe_content_type":"application/json; charset=utf-8","probe_succeeded_at":"2026-09-07T16:58:35.254Z"},"data_profile":{"id":"44aa1cea-acbb-4002-bc34-9318924df6ad","entry_id":"aa3d2919-c591-41ac-a1f2-f2c3bcadae20","profile_source":"opendatasoft","profile_kind":"dataset","dataset_id":"gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com","fields":[{"name":"geo_point_2d","type":"geo_point_2d","label":"Geo Point","filterable":false,"description":null},{"name":"geo_shape","type":"geo_shape","label":null,"filterable":false,"description":null},{"name":"code_imu","type":"int","label":null,"filterable":true,"description":null},{"name":"type_lcz","type":"text","label":"type de zone (lcz)","filterable":true,"description":null},{"name":"lcz1","type":"text","label":null,"filterable":true,"description":null},{"name":"lcz2","type":"text","label":null,"filterable":true,"description":null},{"name":"lcz_12","type":"text","label":null,"filterable":true,"description":null},{"name":"svf_approc","type":"double","label":null,"filterable":true,"description":null},{"name":"aspect_rat","type":"double","label":null,"filterable":true,"description":null},{"name":"hauteur_mo","type":"double","label":null,"filterable":true,"description":null},{"name":"permeable","type":"double","label":"perméable","fill_pct":100,"filterable":true,"description":null},{"name":"voirie","type":"double","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"bati","type":"double","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"rugosite_t","type":"double","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"admitance","type":"double","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"albedo","type":"double","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"flux_chale","type":"int","label":"flux de chaleur","fill_pct":100,"filterable":true,"description":null},{"name":"aleaj_note","type":"int","label":"aléa jour (note)","fill_pct":100,"filterable":true,"description":null},{"name":"alean_note","type":"int","label":"aléa nuit (note)","fill_pct":100,"filterable":true,"description":null},{"name":"alea_j_cl","type":"text","label":"aléa jour (classe)","fill_pct":100,"filterable":true,"description":null},{"name":"alea_n_cl","type":"text","label":"aléa nuit (classe)","fill_pct":100,"filterable":true,"description":null},{"name":"sensi_j_cl","type":"text","label":"sensibilité jour (classe)","fill_pct":100,"filterable":true,"description":null},{"name":"sensi_n_cl","type":"text","label":"sensibilité nuit (classe)","fill_pct":100,"filterable":true,"description":null},{"name":"incap_j_cl","type":"text","label":"difficulté jour (classe)","fill_pct":100,"filterable":true,"description":null},{"name":"incap_n_cl","type":"text","label":"difficulté nuit (classe)","fill_pct":100,"filterable":true,"description":null},{"name":"vulnj_note","type":"int","label":"vulnérabilité jour (note de 1 à 9)","fill_pct":100,"filterable":true,"description":null},{"name":"vulnn_note","type":"int","label":"vulnérabilité nuit (note de 1 à 9)","fill_pct":100,"filterable":true,"description":null},{"name":"shape_leng","type":"double","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"objectid","type":"int","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"st_areasha","type":"double","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"st_lengths","type":"double","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"nom_epci","type":"text","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"nom_com","type":"text","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"population","type":"int","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"insee_can","type":"text","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"insee_arr","type":"text","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"insee_com","type":"text","label":null,"fill_pct":100,"filterable":true,"description":null},{"name":"statut","type":"text","label":null,"fill_pct":100,"filterable":true,"description":null}],"field_count":38,"sample_records":[{"bati":0,"lcz1":"A","lcz2":"C","albedo":0.18162513,"lcz_12":"A.c","statut":"Commune simple","voirie":0,"nom_com":"Villabé","code_imu":91006222,"nom_epci":"CA Grand Paris Sud Seine Essonne Sénart","objectid":177902,"type_lcz":"Arbres denses","admitance":1400,"alea_j_cl":"Très faible (Fraîcheur)","alea_n_cl":"Moyen","geo_shape":{"type":"Feature","geometry":{"type":"Polygon","coordinates":[[[2.459318184008113,48.57633047900382,-0.000058851204813],[2.459006494915652,48.576330816487896,-0.000058852136135],[2.458492077885321,48.576556187095655,-0.000058852136135],[2.457408866796764,48.5771096576764,-0.000058851204813],[2.457393740510712,48.577121306337936,-0.000058852136135],[2.457412331334328,48.577290099486646,-0.000058852136135],[2.457518545982241,48.57746548375207,-0.00005885399878],[2.457410629232624,48.57767242869126,-0.000058853067458],[2.457229768221433,48.57783046923865,-0.000058853067458],[2.457188384568419,48.57789006772064,-0.00005885399878],[2.457140685122671,48.5781223459711,-0.000058854930103],[2.456881776372416,48.57833077565604,-0.000058854930103],[2.457352238137308,48.578270364086734,-0.00005885399878],[2.458176725113047,48.57787960423946,-0.000058854930103],[2.459326563062382,48.57732117361306,-0.000058853067458],[2.460476904313675,48.57675347037397,-0.000058852136135],[2.460481519004886,48.57675135394847,-0.000058851204813],[2.460827593553557,48.576603997200635,-0.000058853067458],[2.461174898597535,48.576382405419665,-0.000058851204813],[2.460402273712043,48.57631131336813,-0.00005885027349],[2.459846632240224,48.576302927304816,-0.00005885027349],[2.459318184008113,48.57633047900382,-0.000058851204813]]]},"properties":{}},"insee_arr":"2","insee_can":"04","insee_com":"91659","permeable":100,"aleaj_note":-3,"alean_note":2,"aspect_rat":1,"flux_chale":0,"hauteur_mo":15,"incap_j_cl":"Moyen","incap_n_cl":"Moyen","population":5438,"rugosite_t":6.5,"sensi_j_cl":"Moyen","sensi_n_cl":"Moyen","shape_leng":845.5221714400001,"st_areasha":27169.283466445,"st_lengths":845.5221714349516,"svf_approc":0.3,"vulnj_note":1,"vulnn_note":3,"geo_point_2d":{"lat":48.57708597725504,"lon":2.458803061176644}},{"bati":4.58379356,"lcz1":"B","lcz2":null,"albedo":0.2,"lcz_12":"B","statut":"Commune simple","voirie":4.134214990000001,"nom_com":"Villabé","code_imu":91006260,"nom_epci":"CA Grand Paris Sud Seine Essonne Sénart","objectid":177936,"type_lcz":"Arbres épars","admitance":1400,"alea_j_cl":"Très faible (Fraîcheur)","alea_n_cl":"Très faible (Fraîcheur)","geo_shape":{"type":"Feature","geometry":{"type":"Polygon","coordinates":[[[2.438388077978562,48.57866761531544,-0.00005885399878],[2.43839609562243,48.57863725169917,-0.000058855861425],[2.438396121522954,48.57863715360724,-0.00005885399878],[2.43839031160205,48.5786451614037,-0.00005885399878],[2.438375699485648,48.5786653012273,-0.000058854930103],[2.43837575640729,48.57866531186748,-0.000058855861425],[2.438388077978562,48.57866761531544,-0.00005885399878]]]},"properties":{}},"insee_arr":"2","insee_can":"04","insee_com":"91659","permeable":91.28199145,"aleaj_note":-1,"alean_note":-4,"aspect_rat":0.25,"flux_chale":10,"hauteur_mo":3,"incap_j_cl":"Moyen","incap_n_cl":"Moyen","population":5438,"rugosite_t":5.5,"sensi_j_cl":"Fort","sensi_n_cl":"Fort","shape_leng":881.55702045,"st_areasha":23334.864537085,"st_lengths":881.5570204335971,"svf_approc":1,"vulnj_note":2,"vulnn_note":2,"geo_point_2d":{"lat":48.57865669005028,"lon":2.4383866329963575}},{"bati":12.10515838,"lcz1":"9","lcz2":null,"albedo":0.185,"lcz_12":"9","statut":"Commune simple","voirie":3.80804647,"nom_com":"Lisses","code_imu":91006407,"nom_epci":"CA Grand Paris Sud Seine Essonne Sénart","objectid":178058,"type_lcz":"Maisons éparses constructions isolées","admitance":1600,"alea_j_cl":"Moyen","alea_n_cl":"Très faible (Fraîcheur)","geo_shape":{"type":"Feature","geometry":{"type":"Polygon","coordinates":[[[2.435845279914065,48.58249971124687,-0.000058861449361],[2.435848636537052,48.582492764254795,-0.000058863312006],[2.435989416478708,48.58212884539744,-0.000058860518038],[2.435131272191155,48.58224286117069,-0.000058861449361],[2.434651857153296,48.58230627110585,-0.000058862380683],[2.434530981728821,48.582321894219575,-0.000058862380683],[2.434427851689317,48.58233542012309,-0.000058862380683],[2.434340067688795,48.582353218904146,-0.000058862380683],[2.434271637799704,48.582368224751505,-0.000058862380683],[2.434151383044644,48.58264080570489,-0.000058862380683],[2.433962387231382,48.58302764936461,-0.000058862380683],[2.433954225933091,48.58302608490211,28.070441137999296],[2.43398236861821,48.58303245806699,84.19994113780558],[2.434534575711833,48.5831214403856,83.89994113706052],[2.434491661053146,48.58330601851424,28.038841134868562],[2.434492951500613,48.583306170374016,-0.000058862380683],[2.434780368929899,48.58333890773131,-0.000058863312006],[2.435276534842218,48.583387057678316,-0.000058863312006],[2.435456720116439,48.58340398758924,-0.000058864243329],[2.435486628176001,48.583405856603314,-0.000058863312006],[2.435488943337957,48.583406034902175,-0.000058865174651],[2.43549511564567,48.58340659906259,-0.000058862380683],[2.435602696853722,48.58312851027839,-0.000058863312006],[2.435721785611303,48.582820671773064,-0.000058863312006],[2.435722951426573,48.582816898219555,-0.000058862380683],[2.435777790731345,48.58263939086195,-0.000058862380683],[2.435845279914065,48.58249971124687,-0.000058861449361]]]},"properties":{}},"insee_arr":"2","insee_can":"04","insee_com":"91340","permeable":84.08679515,"aleaj_note":2,"alean_note":-3,"aspect_rat":0.1,"flux_chale":10,"hauteur_mo":3,"incap_j_cl":"Fort","incap_n_cl":"Moyen","population":7445,"rugosite_t":5.5,"sensi_j_cl":"Moyen","sensi_n_cl":"Moyen","shape_leng":498.00246938000004,"st_areasha":13804.32395963,"st_lengths":498.00246938952245,"svf_approc":0.9,"vulnj_note":4,"vulnn_note":1,"geo_point_2d":{"lat":48.58275955137493,"lon":2.435011303820676}},{"bati":19.456379629999997,"lcz1":"9","lcz2":null,"albedo":0.185,"lcz_12":"9","statut":"Commune simple","voirie":-5.1e-7,"nom_com":"Villabé","code_imu":91006492,"nom_epci":"CA Grand Paris Sud Seine Essonne Sénart","objectid":178125,"type_lcz":"Maisons éparses constructions isolées","admitance":1600,"alea_j_cl":"Moyen","alea_n_cl":"Très faible (Fraîcheur)","geo_shape":"[large value omitted]","insee_arr":"2","insee_can":"04","insee_com":"91659","permeable":80.54362087999998,"aleaj_note":1,"alean_note":-3,"aspect_rat":0.2,"flux_chale":0,"hauteur_mo":3,"incap_j_cl":"Fort","incap_n_cl":"Moyen","population":5438,"rugosite_t":5.5,"sensi_j_cl":"Fort","sensi_n_cl":"Très fort","shape_leng":544.32870117,"st_areasha":9886.827449235,"st_lengths":544.3287011611937,"svf_approc":0.8,"vulnj_note":5,"vulnn_note":3,"geo_point_2d":{"lat":48.58461628507889,"lon":2.4597490477994484}},{"bati":0,"lcz1":"E","lcz2":null,"albedo":0.225,"lcz_12":"E","statut":"Commune simple","voirie":100,"nom_com":"Villabé","code_imu":91006511,"nom_epci":"CA Grand Paris Sud Seine Essonne Sénart","objectid":178141,"type_lcz":"Roche nue, pavés, macadam","admitance":2150,"alea_j_cl":"Fort","alea_n_cl":"Moyen","geo_shape":"[large value omitted]","insee_arr":"2","insee_can":"04","insee_com":"91659","permeable":0,"aleaj_note":7,"alean_note":1,"aspect_rat":0.25,"flux_chale":0,"hauteur_mo":3,"incap_j_cl":"Fort","incap_n_cl":"Fort","population":5438,"rugosite_t":1.5,"sensi_j_cl":"Moyen","sensi_n_cl":"Moyen","shape_leng":788.02761559,"st_areasha":4523.1342456,"st_lengths":788.027615596615,"svf_approc":1,"vulnj_note":5,"vulnn_note":4,"geo_point_2d":{"lat":48.58495991562482,"lon":2.4472256405602395}}],"record_count":"7160","data_size_bytes":null,"dataset_count":null,"query_examples":[{"url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/records?limit=20","curl":"curl -s 'https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/records?limit=20' -H 'Accept: application/json'","label":"List records","method":"GET","description":"First 20 records of the dataset as JSON."},{"url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/records?select=geo_point_2d%2Cgeo_shape%2Ccode_imu&where=type_lcz+is+not+null&limit=20","curl":"curl -s 'https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/records?select=geo_point_2d%2Cgeo_shape%2Ccode_imu&where=type_lcz+is+not+null&limit=20' -H 'Accept: application/json'","label":"Select & filter","method":"GET","description":"Project specific fields (geo_point_2d, geo_shape, code_imu) and filter with ODSQL where clauses."},{"url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/exports/csv","curl":"curl -sL 'https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-decoupe-com/exports/csv' -o dataset.csv","label":"Export CSV","method":"GET","description":"Full dataset export as CSV (also available: json, parquet, xlsx)."}],"status":"ok","error_message":null,"profiled_at":"2026-09-02T11:38:38.053Z","run_id":"1668b78f-f8e2-48b4-b540-12df21b165e1","created_at":"2026-07-25T18:43:01.493Z","updated_at":"2026-09-02T11:38:38.053Z","license_raw":null,"license_id":null,"consecutive_failure_count":0,"last_error_at":null,"last_error_message":null,"previewable":true,"personal_data":{"status":"none","basis":"no_person_column_cited","grain":"none","allowed":true,"columns":{"direct_identifiers":[],"family_names":[],"given_names":[],"attributes":[],"unresolved_names":[],"measures":["population"],"entity_identifiers":[]},"publication":null,"publication_evidence":null,"notice":"personal data: no cited column names a natural person (the cited columns are all this reads)"}},"datasets":[],"limits":[{"id":"b4ebd751-d853-490e-9aba-13fd22817396","entry_id":"aa3d2919-c591-41ac-a1f2-f2c3bcadae20","limit_type":"requests_per_day","value":"5000","unit":"requests","period":"day","scope":"per-ip","source_id":null,"claim_type":"measured","confidence":"0.90","observed_at":"2026-09-02T11:38:39.549Z"}],"source_access":{"status":"accessed_despite_disallow","host":"data.grandparissud.fr","requested_path_prefix":"/api/explore/v2.1/","robots_url":"https://data.grandparissud.fr/robots.txt","user_agent_group":"*","robots_rule":"Disallow: /api/","robots_read_at":"2026-08-25T11:29:16.061Z","decision_ref":"owner decision 2026-08-22, recorded in docs/PROGRESS.md NEEDS-HUMAN: public-sector open-data portals whose purpose is machine access; the directive is an Opendatasoft vendor default reflecting no publisher intent. Concern raised and overruled; see the row.","note":"This answer is derived from a host whose robots.txt DISALLOWS the path Commodity requests, and Commodity requests it anyway under the decision named in `decision_ref`. The rule is quoted verbatim so you can read it yourself. Commodity does not send a user-agent it is not, so any `Allow` granted to a named crawler in that file is not claimed here."},"field_provenance_source_access":{"status":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"THIS PLATFORM’S READING OF ITS OWN CONDUCT: that it requests a path this host forbids. No publisher asserts it and none was asked to","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"host":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"the host Commodity addressed, lowercased and stripped of scheme and port by this platform so that one host has one row and one reading","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"requested_path_prefix":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"THE PATH THE VERDICT IS ABOUT, derived from the base URLs this platform stores for the host — not `/`, and not an assumed `/api/`. A verdict about a path we do not call would describe someone else’s traffic","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"robots_url":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"where the file was fetched from — composed by this platform from the host, at the one location the protocol fixes, so it can be re-fetched and the reading disputed","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"user_agent_group":{"basis":"stored_sample","derived":false,"upstream_field":"the `User-agent` line the deciding rule sits under","transform":"the group heading that made the rule OURS, verbatim from the stored file. Where it is `*` the directive addresses everyone; a group naming another crawler was not applied, because Commodity does not send a user-agent it is not","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"robots_rule":{"basis":"stored_sample","derived":false,"upstream_field":"the directive line of the matching group","transform":"THE PUBLISHER’S OWN LINE, QUOTED AND UNCUT, as read from robots.txt at the moment below and stored — not fetched for this request, and not part of this response’s payload. It is here so the verdict beside it can be checked rather than taken from us","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"robots_read_at":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"OUR CLOCK when the file was read, never a `Date` header the origin sent. It bounds how stale this reading may be: a publisher can have changed the file since","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"decision_ref":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"WHO DECIDED TO CALL IT ANYWAY, AND WHEN. Recorded by this platform and required by the database before the exception may exist at all, so it can never be anonymous","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"note":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"this platform’s sentence explaining what the reader is holding. Written here, by us, and not a quotation of anybody","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}}},"manifest":{"answer_sha256":"002437375fa052966022fde5c6c99a9b9857a20173392ea2602d757fe9afa36a","answer_sha256_rule":"sha256 (hex, UTF-8) of JSON.stringify(this body) after deleting the keys listed in manifest.stamped_keys from manifest, and deleting manifest itself if it is then empty. The hash was computed before the stamp existed, so no field of the stamp is inside it.","stamped_keys":["answer_sha256","answer_sha256_rule","stamped_keys","row_count","row_count_basis","live","live_basis","created_at","created_at_basis","durable_citation"],"row_count":59,"row_count_basis":"Objects that are elements of a JSON array anywhere in this body, excluding manifest. Not a claim about which collection is the answer. Largest single collection: data_profile.fields[] (38 rows).","live":false,"live_basis":"This body was replayed from the worker edge cache (x-edge-cache: hit); the bytes, and therefore answer_sha256, are those of the execution that filled the cache.","created_at":"2026-09-08T21:56:33.663Z","created_at_basis":"When this response body was assembled, deliberately OUTSIDE the hashed bytes so the same answer hashes identically on every request. Not the upstream read time — that is provenance[].retrieved_at. A zone-cached replay carries the assembly time, not your receipt time.","durable_citation":"This manifest is produced at response time and is NOT stored. A durable, replayable citation is persisted only on an explicit cite: GET /api/v1/entries/{id-or-slug}/evidence, or the MCP cite_query tool. Both are entry-scoped, because evidence_manifests is entry-shaped; a domain answer spanning several sources has no single entry and cannot be persisted through that path."}}