GPS - Urban Heat Islands (ICU): classification of IMU into Local Climate Zone (LCZ), Heat Hazards and Vulnerabilities - Nov 2023GPS - Ilots de chaleur Urbains (ICU) : classification des IMU en zone climatique locale (LCZ) , Aléas et Vulnérabilités à la chaleur - Nov2023

Trust score

How is this computed?

fair

Weighted across five axes. Tap a ring for what it measures.

Data schema (32 fields)

Filterable via the API (30)

code_imutype_lczlcz1lcz2lcz_12svf_approcaspect_rathauteur_mopermeablevoiriebatirugosite_tadmitancealbedoflux_chalealeaj_notealean_notealea_j_clalea_n_clsensi_j_clsensi_n_clincap_j_clincap_n_clvulnj_notevulnn_noteshape_lengobjectidst_areashast_lengthsnom_epci

Click a field to see example values.

Fill	Field	Type	Description
—	geo_point_2dGeo Point	geo_point_2d	Geographic center point coordinates of the feature.Geographic center point coordinates of the feature.
—	geo_shapeShape	geo_shape	Geographic polygon shape of the urban unit (IMU).Geographic polygon shape of the urban unit (IMU).
—	code_imuCode imu	int	Identifier code of the urban unit (IMU).Identifier code of the urban unit (IMU).
—	type_lcztype de zone (lcz)	text	Local climate zone type label of the area.Local climate zone type label of the area.
—	lcz1	text	Primary local climate zone (LCZ) classification code.Primary local climate zone (LCZ) classification code.
—	lcz2	text	Secondary local climate zone (LCZ) classification code.Secondary local climate zone (LCZ) classification code.
—	lcz_12Lcz 12	text	Combined primary and secondary local climate zone codes.Combined primary and secondary local climate zone codes.
—	svf_approcSvf approc	double	Approximate sky view factor of the area.Approximate sky view factor of the area.
—	aspect_ratAspect rat	double	Aspect ratio value describing surface geometry.Aspect ratio value describing surface geometry.
—	hauteur_moHauteur mo	double	Mean building height in the area.Mean building height in the area.
100%	permeableperméable	double	Percentage of permeable surface in the area.Percentage of permeable surface in the area.
100%	voirie	double	Percentage of road surface in the area.Percentage of road surface in the area.
100%	bati	double	Percentage of built-up surface in the area.Percentage of built-up surface in the area.
100%	rugosite_tRugosite t	double	Terrain surface roughness value.Terrain surface roughness value.
100%	admitance	double	Thermal admittance value of surface materials.Thermal admittance value of surface materials.
100%	albedo	double	Surface albedo (reflectivity) value.Surface albedo (reflectivity) value.
100%	flux_chaleflux de chaleur	int	Estimated heat flux value for the area.Estimated heat flux value for the area.
100%	aleaj_notealéa jour (note)	int	Daytime heat hazard score.Daytime heat hazard score.
100%	alean_notealéa nuit (note)	int	Nighttime heat hazard score.Nighttime heat hazard score.
100%	alea_j_claléa jour (classe)	text	Daytime heat hazard class category.Daytime heat hazard class category.
100%	alea_n_claléa nuit (classe)	text	Nighttime heat hazard class category.Nighttime heat hazard class category.
100%	sensi_j_clsensibilité jour (classe)	text	Daytime sensitivity class to heat.Daytime sensitivity class to heat.
100%	sensi_n_clsensibilité nuit (classe)	text	Nighttime sensitivity class to heat.Nighttime sensitivity class to heat.
100%	incap_j_cldifficulté jour (classe)	text	Daytime coping difficulty class regarding heat.Daytime coping difficulty class regarding heat.
100%	incap_n_cldifficulté nuit (classe)	text	Nighttime coping difficulty class regarding heat.Nighttime coping difficulty class regarding heat.
100%	vulnj_notevulnérabilité jour (note de 1 à 9)	int	Daytime heat vulnerability score, from 1 to 9.Daytime heat vulnerability score, from 1 to 9.
100%	vulnn_notevulnérabilité nuit (note de 1 à 9)	int	Nighttime heat vulnerability score, from 1 to 9.Nighttime heat vulnerability score, from 1 to 9.
100%	shape_lengShape leng	double	Perimeter length of the feature geometry.Perimeter length of the feature geometry.
100%	objectid	int	Internal record identifier.Internal record identifier.
100%	st_areashaSt areasha	double	Shape area of the feature geometry.Shape area of the feature geometry.
100%	st_lengthsSt lengths	double	Shape perimeter length of the feature geometry.Shape perimeter length of the feature geometry.
100%	nom_epciNom epci	text	Name of the intermunicipal cooperation body (EPCI).Name of the intermunicipal cooperation body (EPCI).

Schema captured from opendatasoft 3 days ago.

Query the data

Pick columns and a sort, then fetch a live preview straight from the source. Choose an API-filterable column (marked ▾) under “Where” to pick from its list of values.

Where=

Sort by

Sample data (5 records)

Record 1bati: 0 · lcz1: C

{
  "bati": 0,
  "lcz1": "C",
  "lcz2": null,
  "albedo": 0.225,
  "lcz_12": "C",
  "voirie": 22.89417982,
  "code_imu": 77041391,
  "nom_epci": "CA Grand Paris Sud Seine Essonne Sénart",
  "objectid": 78817,
  "type_lcz": "Buissons broussaille",
  "admitance": 1400,
  "alea_j_cl": "Très faible (Fraîcheur)",
  "alea_n_cl": "Très faible (Fraîcheur)",
  "geo_shape": {
    "type": "Feature",
    "geometry": {
      "type": "Polygon",
      "coordinates": [
        [
          [
            2.566343269342074,
            48.624960917577,
            -0.000058939680457
          ],
          [
            2.566288596783985,
            48.62503674367164,
            -0.000058939680457
          ],
          [
            2.56628638942907,
            48.625039493545195,
            -0.000058939680457
          ],
          [
            2.566180700171401,
            48.62515747214927,
            -0.000058939680457
          ],
          [
            2.565427260141173,
            48.626198772588815,
            -0.000058942474425
          ],
          [
            2.564961416984861,
            48.62691479828417,
            -0.000058943405747
          ],
          [
            2.565093062370793,
            48.62674275689497,
            -0.000058942474425
          ],
          [
            2.565795117924711,
            48.62583082956496,
            -0.00005894061178
          ],
          [
            2.566500086700089,
            48.62500327176055,
            -0.000058939680457
          ],
          [
            2.566343269342074,
            48.624960917577,
            -0.000058939680457
          ]
        ]
      ]
    },
    "properties": {}
  },
  "permeable": 77.10582018000001,
  "aleaj_note": 0,
  "alean_note": -3,
  "aspect_rat": 0.25,
  "flux_chale": 0,
  "hauteur_mo": 3,
  "incap_j_cl": "Fort",
  "incap_n_cl": "Fort",
  "rugosite_t": 4.5,
  "sensi_j_cl": "Moyen",
  "sensi_n_cl": "Moyen",
  "shape_leng": 493.43336658,
  "st_areasha": 1592.740577635,
  "st_lengths": 493.4333665752648,
  "svf_approc": 1,
  "vulnj_note": 2,
  "vulnn_note": 2,
  "geo_point_2d": {
    "lat": 48.62564272126782,
    "lon": 2.565899420899564
  }
}

Record 2bati: 8.35988447 · lcz1: 9

{
  "bati": 8.35988447,
  "lcz1": "9",
  "lcz2": null,
  "albedo": 0.185,
  "lcz_12": "9",
  "voirie": 0.06445199,
  "code_imu": 91025191,
  "nom_epci": "CA Grand Paris Sud Seine Essonne Sénart",
  "objectid": 194556,
  "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": [
        [
          [
            2.427366533905006,
            48.59387361605963,
            -0.000058883801103
          ],
          [
            2.426719042446163,
            48.594421302219004,
            -0.00005888286978
          ],
          [
            2.426503258564762,
            48.59457786436481,
            -0.000058883801103
          ],
          [
            2.425877926204897,
            48.59503199166506,
            -0.000058884732425
          ],
          [
            2.426068879962336,
            48.59521014567662,
            -0.000058885663748
          ],
          [
            2.426448721641018,
            48.59534950901119,
            -0.000058885663748
          ],
          [
            2.426272988611195,
            48.595632636380216,
            -0.000058885663748
          ],
          [
            2.426218921374064,
            48.595722604774515,
            -0.000058885663748
          ],
          [
            2.426093181642957,
            48.5958975297823,
            -0.00005888659507
          ],
          [
            2.42607016562946,
            48.59592955240402,
            -0.000058887526393
          ],
          [
            2.426002572364229,
            48.59603751745274,
            -0.00005888659507
          ],
          [
            2.425949099583321,
            48.596171164220856,
            -0.00005888659507
          ],
          [
            2.425997046575425,
            48.596091054276265,
            -0.00005888659507
          ],
          [
            2.426133202951095,
            48.595869524650055,
            -0.00005888659507
          ],
          [
            2.426133869323223,
            48.59586848798711,
            -0.000058887526393
          ],
          [
            2.426137016821229,
            48.595863793136765,
            -0.000058887526393
          ],
          [
            2.426579157624225,
            48.595145739732146,
            -0.000058883801103
          ],
          [
            2.426579847415041,
            48.59514466809669,
            -0.000058884732425
          ],
          [
            2.426582976807183,
            48.595140009126816,
            -0.000058885663748
          ],
          [
            2.427002246922441,
            48.59446125546965,
            -0.00005888286978
          ],
          [
            2.427166583106897,
            48.59419392107077,
            -0.000058883801103
          ],
          [
            2.4272825593428,
            48.594008216146776,
            -0.00005888286978
          ],
          [
            2.427317079169992,
            48.593952594993105,
            -0.000058881007135
          ],
          [
            2.427366533905006,
            48.59387361605963,
            -0.000058883801103
          ]
        ]
      ]
    },
    "properties": {}
  },
  "permeable": 91.57566354,
  "aleaj_note": 2,
  "alean_note": -3,
  "aspect_rat": 0.25,
  "flux_chale": 0,
  "hauteur_mo": 3,
  "incap_j_cl": "Fort",
  "incap_n_cl": "Moyen",
  "rugosite_t": 5.5,
  "sensi_j_cl": "Fort",
  "sensi_n_cl": "Fort",
  "shape_leng": 600.28579413,
  "st_areasha": 4652.15404397,
  "st_lengths": 600.285794133946,
  "svf_approc": 0.9,
  "vulnj_note": 5,
  "vulnn_note": 2,
  "geo_point_2d": {
    "lat": 48.594806547220756,
    "lon": 2.426536205350438
  }
}

Record 3bati: 0 · lcz1: D

{
  "bati": 0,
  "lcz1": "D",
  "lcz2": null,
  "albedo": 0.2,
  "lcz_12": "D",
  "voirie": 0.48847804,
  "code_imu": 91019590,
  "nom_epci": "CA Grand Paris Sud Seine Essonne Sénart",
  "objectid": 188995,
  "type_lcz": "Pelouses Prairies Cultures",
  "admitance": 1400,
  "alea_j_cl": "Moyen",
  "alea_n_cl": "Très faible (Fraîcheur)",
  "geo_shape": "[large value omitted]",
  "permeable": 99.51152196,
  "aleaj_note": 1,
  "alean_note": -3,
  "aspect_rat": 0.25,
  "flux_chale": 10,
  "hauteur_mo": 3,
  "incap_j_cl": "Moyen",
  "incap_n_cl": "Moyen",
  "rugosite_t": 3.5,
  "sensi_j_cl": "Moyen",
  "sensi_n_cl": "Moyen",
  "shape_leng": 1157.28353125,
  "st_areasha": 40030.327928395,
  "st_lengths": 1157.2835312587254,
  "svf_approc": 1,
  "vulnj_note": 3,
  "vulnn_note": 1,
  "geo_point_2d": {
    "lat": 48.63155749369783,
    "lon": 2.4874750223963584
  }
}

Record 4bati: 13.050404669999997 · lcz1: B

{
  "bati": 13.050404669999997,
  "lcz1": "B",
  "lcz2": "G",
  "albedo": 0.13815185,
  "lcz_12": "B.g",
  "voirie": 0.72164636,
  "code_imu": 77042025,
  "nom_epci": "CA Grand Paris Sud Seine Essonne Sénart",
  "objectid": 79317,
  "type_lcz": "Arbres épars",
  "admitance": 1444.2,
  "alea_j_cl": "Moyen",
  "alea_n_cl": "Très faible (Fraîcheur)",
  "geo_shape": {
    "type": "Feature",
    "geometry": {
      "type": "Polygon",
      "coordinates": [
        [
          [
            2.560275679414327,
            48.6520152793506,
            -0.000058987177908
          ],
          [
            2.559901060535991,
            48.65278940903166,
            -0.000058989040554
          ],
          [
            2.560733382764524,
            48.6529436514129,
            -0.000058989971876
          ],
          [
            2.560966036641144,
            48.65298759446865,
            -0.000058991834521
          ],
          [
            2.561490001170363,
            48.65307787002612,
            -0.000058989971876
          ],
          [
            2.561814349281238,
            48.652310833095186,
            -0.000058989971876
          ],
          [
            2.561574560174509,
            48.652264060789655,
            -0.000058989971876
          ],
          [
            2.561056729186284,
            48.65216681183667,
            -0.000058988109231
          ],
          [
            2.561051541561496,
            48.65216587794367,
            -0.000058989040554
          ],
          [
            2.561047613633485,
            48.65216512229267,
            -0.000058989040554
          ],
          [
            2.560873633285558,
            48.65213192144803,
            -0.000058989040554
          ],
          [
            2.560351059367538,
            48.65202846520818,
            -0.000058989040554
          ],
          [
            2.560275679414327,
            48.6520152793506,
            -0.000058987177908
          ]
        ]
      ]
    },
    "properties": {}
  },
  "permeable": 86.22794896,
  "aleaj_note": 3,
  "alean_note": 0,
  "aspect_rat": 0.2,
  "flux_chale": 0,
  "hauteur_mo": 8.99999714,
  "incap_j_cl": "Fort",
  "incap_n_cl": "Moyen",
  "rugosite_t": 3.5,
  "sensi_j_cl": "Moyen",
  "sensi_n_cl": "Moyen",
  "shape_leng": 418.31220540000004,
  "st_areasha": 10728.74698268,
  "st_lengths": 418.3122053941191,
  "svf_approc": 0.9,
  "vulnj_note": 4,
  "vulnn_note": 1,
  "geo_point_2d": {
    "lat": 48.65255088853961,
    "lon": 2.560866692257263
  }
}

Record 5bati: 19.44361818 · lcz1: 9

{
  "bati": 19.44361818,
  "lcz1": "9",
  "lcz2": null,
  "albedo": 0.185,
  "lcz_12": "9",
  "voirie": 3.4482609,
  "code_imu": 77057770,
  "nom_epci": "CA Grand Paris Sud Seine Essonne Sénart",
  "objectid": 92756,
  "type_lcz": "Maisons éparses constructions isolées",
  "admitance": 1600,
  "alea_j_cl": "Moyen",
  "alea_n_cl": "Très faible (Fraîcheur)",
  "geo_shape": "[large value omitted]",
  "permeable": 77.10812091999999,
  "aleaj_note": 3,
  "alean_note": -2,
  "aspect_rat": 0.2,
  "flux_chale": 0,
  "hauteur_mo": 5.71565866,
  "incap_j_cl": "Moyen",
  "incap_n_cl": "Moyen",
  "rugosite_t": 5.5,
  "sensi_j_cl": "Moyen",
  "sensi_n_cl": "Fort",
  "shape_leng": 864.65240407,
  "st_areasha": 20527.9904162,
  "st_lengths": 864.6524040597856,
  "svf_approc": 0.8,
  "vulnj_note": 3,
  "vulnn_note": 2,
  "geo_point_2d": {
    "lat": 48.622993974541586,
    "lon": 2.60257664209867
  }
}

Live sample captured at profiling time — values may have changed upstream.

Verification Status

Using the API

Configuration

Base URL: https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-alea-vuln-j-et-n

Query examples

curl -s 'https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/gps-ilots-de-chaleur-urbains-icu-classification-des-imu-lcz-alea-vuln-j-et-n/records?limit=20' -H 'Accept: application/json'

First 20 records of the dataset as JSON.

Uses the Opendatasoft Explore v2.1 syntax — supports select, where, group_by and order_by.

Full API documentation ↗

Rate limits

5 000 req/day

per ipmeasured

observed 3 days ago

Dataset

Volume & freshness

Records

6.3k

6256

Last upstream update

3 years ago

2023-11-22

License

No license declared upstream.

○ Documentation○ Data dictionary○ Versioning

Source: opendatasoft

Machine-readable & source

JSON

Embed this badge in a README or wiki — it always shows the latest verification state and quality tier.