{"help":"","success":true,"result":{"id":"ac958b8c-be3c-4f5f-af71-7dbbe5057b12","name":"local-climate-zone","title":"Local Climate Zone","author_email":"OpenData3M@montpellier3m.fr","maintainer":"Open Data - Montpellier M\u0026eacute;diterran\u0026eacute;e M\u0026eacute;tropole","maintainer_email":"opendata@montpellier.fr","license_title":"Open Data Commons Open Database License (ODbL)","notes":"\u0026lt;p\u0026gt;Cette donn\u0026eacute;e renseigne la cartographie des \u0026laquo; Local Climate Zone \u0026raquo; sur le territoire de la M\u0026eacute;tropole de Montpellier r\u0026eacute;alis\u0026eacute;e \u0026agrave; partir de la g\u0026eacute;om\u0026eacute;trie des \u0026icirc;lots du Mode d\u0026rsquo;Occupation du Sol (MOS) de la 3M pour calcul des indices environnementaux et de morphologie urbaine. Les donn\u0026eacute;es utilis\u0026eacute;es pour le calcul de ces indicateurs sont :\u0026lt;\/p\u0026gt;\n\n\u0026lt;ul\u0026gt;\u0026lt;li\u0026gt;La carte de v\u0026eacute;g\u0026eacute;tation tr\u0026egrave;s haute r\u0026eacute;solution (2019)\u0026lt;\/li\u0026gt;\n\u0026lt;li\u0026gt;La couche B\u0026acirc;ti (\u0026lt;a href=\u0026quot;mailto:BDTOPO@IGN\u0026quot;\u0026gt;BDTOPO@IGN\u0026lt;\/a\u0026gt;)\u0026lt;\/li\u0026gt;\n\u0026lt;li\u0026gt;Un Mod\u0026egrave;le Num\u0026eacute;rique de Surface (MNS2020).\u0026lt;\/li\u0026gt;\n\u0026lt;\/ul\u0026gt;\u0026lt;p\u0026gt;La d\u0026eacute;finition de classes LCZ pour chaque \u0026icirc;lot a \u0026eacute;t\u0026eacute; d\u0026eacute;termin\u0026eacute;e \u0026agrave; partir de ces indicateurs (classification) afin de les mettre en relation avec une cartographie des gradients de temp\u0026eacute;rature. La carte de la v\u0026eacute;g\u0026eacute;tation fine est r\u0026eacute;alis\u0026eacute;e par une approche hybride de traitements automatiques  d\u0026rsquo;image satellites Pl\u0026eacute;iades d\u0026rsquo;avril 2019 automatique par apprentissage profond (\u0026laquo; deep learning \u0026raquo;) et de photo-interpr\u0026eacute;tation.\u0026lt;\/p\u0026gt;\n\n\u0026lt;p\u0026gt;Remarque importante : Cette m\u0026eacute;thodologie de cartographie LCZ est issue d\u0026rsquo;une Preuve de Concept (POC), elle doit donc \u0026ecirc;tre consid\u0026eacute;r\u0026eacute;e \u0026agrave; ce titre comme exp\u0026eacute;rimentale.  Les exploitations qui peuvent \u0026ecirc;tre faites de cette donn\u0026eacute;e seront de l\u0026rsquo;enti\u0026egrave;re responsabilit\u0026eacute; de l\u0026rsquo;utilisateur. \u0026raquo;\u0026lt;\/p\u0026gt;","url":"https:\/\/data.montpellier3m.fr\/dataset\/local-climate-zone","state":"Active","private":false,"revision_timestamp":"2026-02-16T11:43:14","metadata_created":"2020-12-08T15:54:41.000000","metadata_modified":"2026-02-16T11:43:14.000000","creator_user_id":"6b86f323-f872-4e3b-bf19-07f179ecd386","type":"dataset","resources":[{"id":"91ee8b22-ea1c-4168-ab92-38273ceeda27","revision_id":"","url":"https:\/\/data.montpellier3m.fr\/sites\/default\/files\/ressources\/MMM_MMM_LCZ.zip","description":"","format":"shp","state":"Active","revision_timestamp":"2020-12-08T15:55:09","name":"MMM_MMM_LCZ.zip","mimetype":"application\/zip","size":0,"created":"2020-12-08T15:55:09","resource_group_id":"","last_modified":"2020-12-08T15:55:09.000000","hash":"","resource_type":"file","position":0}],"tags":[{"id":"818d0315-bcb3-499a-855a-1ab67057d982","vocabulary_id":"2","name":"LCZ","state":"active","display_name":"LCZ"},{"id":"78a84863-fa7a-4685-82fe-d0de0ebbed74","vocabulary_id":"2","name":"v\u00e9g\u00e9tation","state":"active","display_name":"v\u00e9g\u00e9tation"},{"id":"180baf40-8fe3-4b95-97f5-54db87f483d2","vocabulary_id":"2","name":"V\u00e9g\u00e9taux","state":"active","display_name":"V\u00e9g\u00e9taux"},{"id":"5eb6e2e0-3bb2-42f7-afaa-51ea07a86f0f","vocabulary_id":"2","name":"Occupation des terres","state":"active","display_name":"Occupation des terres"},{"id":"ba085a61-7d41-4312-9cc4-535b3c7e9741","vocabulary_id":"2","name":"Occupation du sol","state":"active","display_name":"Occupation du sol"},{"id":"5796f7b0-4720-4588-abcd-043f237764e2","vocabulary_id":"2","name":"images satellites","state":"active","display_name":"images satellites"},{"id":"fdce1d08-e850-4931-9155-25d5a66a132d","vocabulary_id":"2","name":"Espaces verts","state":"active","display_name":"Espaces verts"}],"description":"","num_resources":1,"license_id":"odc-odbl","organization":{"description":""},"author":"OpenData3M","revision_id":""}}