TerraFabric
Catalog
ESA / Copernicus

CLMS Land Surface Temperature with Thermal Condition Index (LST-TCI) Global 3km 10-daily V3 (COG)

OpenL4Pre-processed / ARDThermal

Provides a statistical overview of the land surface temperature over each 10-day compositing period and every geostationary sensor image pixel, including a Thermal Condition Index. The minimum, median and maximum LST are calculated regardless of any specific hour of the day. The data are available at global scale in the spatial resolution of about 3 km and cover the period from January 2018 to the present. These are mapped products or observation time series, not weather forecasts or terrain height grids. Published archive extent and cadence do not guarantee valid pixels everywhere or continuous real-time observations.

Night capable geostationary-satellites
Best GSD
3.0 km
Revisit
—
Latency
—
Archive
2018 – present
Instruments
seviri, abi, ahi
Bands
—
Spectral
—
Formats
STAC, COG, GeoTIFF
Pricing
Free
Licence
Provider terms of use
IRI
terrafabric.world/id/collection/cdse-clms-thermal-condition-index

Scenes & acquisition

Finding scenes…simulated · tf:synthetic
Next passes over this AOI
…
Propagating orbits…
Get this data
≈ 0 km²

Access endpoints

  • https
    https://dataspace.copernicus.eu/
    Preferred publisher discovery portal. CLMS citation, quality and download authentication requirements apply.
  • stac-api
    https://stac.dataspace.copernicus.eu/v1
    clms_lst-tci_global_3km_10daily_v3_cog · Verified populated publisher collection on 2026-09-30. License: https://land.copernicus.eu/en/data-policy. Native footprint geometry and acquisition intervals are retained.

Licence

Provider terms of use

Free access under the provider's own terms of use; check them for redistribution and commercial use.

open: falseattribution: truecommercial use: false

Related

Machine view

{
  "@context": {
    "AcademicProvider": "tf:AcademicProvider",
    "AccessMethod": "tf:AccessMethod",
    "Agent": "tf:Agent",
    "AgentAction": "tf:AgentAction",
    "AirbornePlatform": "tf:AirbornePlatform",
    "ApprovalAction": "tf:ApprovalAction",
    "AreaOfInterest": "tf:AreaOfInterest",
    "Asset": "tf:Asset",
    "AvailabilityEvent": "tf:AvailabilityEvent",
    "C2System": "tf:C2System",
    "Collection": "tf:Collection",
    "CollectionRequirement": "tf:CollectionRequirement",
    "CommercialLicense": "tf:CommercialLicense",
    "CommercialProvider": "tf:CommercialProvider",
    "Constellation": "tf:Constellation",
    "CoverageAssessment": "tf:CoverageAssessment",
    "DataCategory": "tf:DataCategory",
    "DataFormat": "tf:DataFormat",
    "DataProductCollection": "tf:DataProductCollection",
    "DataTier": "tf:DataTier",
    "Delivery": "tf:Delivery",
    "GovernmentAgency": "tf:GovernmentAgency",
    "Instrument": "tf:Instrument",
    "Item": "tf:Item",
    "License": "tf:License",
    "LicenseTier": "tf:LicenseTier",
    "Modality": "tf:Modality",
    "Offer": "tf:Offer",
    "OpenLicense": "tf:OpenLicense",
    "Order": "tf:Order",
    "OrderAction": "tf:OrderAction",
    "Place": "tf:Place",
    "Platform": "tf:Platform",
    "PreprocessedCollection": "tf:PreprocessedCollection",
    "PricingModel": "tf:PricingModel",
    "Principal": "tf:Principal",
    "Priority": "tf:Priority",
    "ProcessingLevel": "tf:ProcessingLevel",
    "Provider": "tf:Provider",
    "Quote": "tf:Quote",
    "QuoteAction": "tf:QuoteAction",
    "RawDataCollection": "tf:RawDataCollection",
    "ReleasabilityMarking": "tf:ReleasabilityMarking",
    "RestrictedLicense": "tf:RestrictedLicense",
    "Satellite": "tf:Satellite",
    "SearchAction": "tf:SearchAction",
    "SpaceAgency": "tf:SpaceAgency",
    "SpatialExtent": "tf:SpatialExtent",
    "SpectralBand": "tf:SpectralBand",
    "SpendingMandate": "tf:SpendingMandate",
    "StreetAddress": "tf:StreetAddress",
    "TaskAction": "tf:TaskAction",
    "TaskingRequest": "tf:TaskingRequest",
    "TemporalExtent": "tf:TemporalExtent",
    "Tool": "tf:Tool",
    "about": {
      "@id": "tf:about",
      "@type": "@id"
    },
    "accessClass": {
      "@id": "tf:accessClass",
      "@type": "xsd:string"
    },
    "accessKind": {
      "@id": "tf:accessKind",
      "@type": "xsd:string"
    },
    "accessibleVia": {
      "@id": "tf:accessibleVia",
      "@type": "@id"
    },
    "acquiredAt": {
      "@id": "tf:acquiredAt",
      "@type": "xsd:dateTime"
    },
    "actsOn": {
      "@id": "tf:actsOn",
      "@type": "@id"
    },
    "addresses": {
      "@id": "tf:addresses",
      "@type": "@id"
    },
    "allWeather": {
      "@id": "tf:allWeather",
      "@type": "xsd:boolean"
    },
    "aoi": {
      "@id": "tf:aoi",
      "@type": "@id"
    },
    "approvedBy": {
      "@id": "tf:approvedBy",
      "@type": "@id"
    },
    "archiveUsdPerKm2": {
      "@id": "tf:archiveUsdPerKm2",
      "@type": "xsd:decimal"
    },
    "areaKm2": {
      "@id": "tf:areaKm2",
      "@type": "xsd:decimal"
    },
    "asWKT": {
      "@id": "tf:asWKT",
      "@type": "geo:wktLiteral"
    },
    "bandCount": {
      "@id": "tf:bandCount",
      "@type": "xsd:integer"
    },
    "bbox": {
      "@id": "tf:bbox",
      "@type": "xsd:string"
    },
    "cloudCover": {
      "@id": "tf:cloudCover",
      "@type": "xsd:decimal"
    },
    "country": {
      "@id": "tf:country",
      "@type": "xsd:string"
    },
    "dataCategory": {
      "@id": "tf:dataCategory",
      "@type": "@id"
    },
    "dataTier": {
      "@id": "tf:dataTier",
      "@type": "@id"
    },
    "dcat": "http://www.w3.org/ns/dcat#",
    "dct": "http://purl.org/dc/terms/",
    "derivedFrom": {
      "@id": "tf:derivedFrom",
      "@type": "@id"
    },
    "description": "dct:description",
    "endDate": {
      "@id": "tf:endDate",
      "@type": "xsd:date"
    },
    "endpointURL": {
      "@id": "tf:endpointURL",
      "@type": "xsd:anyURI"
    },
    "format": {
      "@id": "tf:format",
      "@type": "@id"
    },
    "fulfils": {
      "@id": "tf:fulfils",
      "@type": "@id"
    },
    "geo": "http://www.opengis.net/ont/geosparql#",
    "governedBy": {
      "@id": "tf:governedBy",
      "@type": "@id"
    },
    "gsdMeters": {
      "@id": "tf:gsdMeters",
      "@type": "xsd:decimal"
    },
    "hasAsset": {
      "@id": "tf:hasAsset",
      "@type": "@id"
    },
    "hasDelivery": {
      "@id": "tf:hasDelivery",
      "@type": "@id"
    },
    "hasInstrument": {
      "@id": "tf:hasInstrument",
      "@type": "@id"
    },
    "hasItem": {
      "@id": "tf:hasItem",
      "@type": "@id"
    },
    "hasModality": {
      "@id": "tf:hasModality",
      "@type": "@id"
    },
    "hasOffer": {
      "@id": "tf:hasOffer",
      "@type": "@id"
    },
    "hasPlatform": {
      "@id": "tf:hasPlatform",
      "@type": "@id"
    },
    "hosts": {
      "@id": "tf:hosts",
      "@type": "@id"
    },
    "httpMethod": "schema:httpMethod",
    "id": "@id",
    "identifier": "dct:identifier",
    "inCollection": {
      "@id": "tf:inCollection",
      "@type": "@id"
    },
    "invokesTool": {
      "@id": "tf:invokesTool",
      "@type": "@id"
    },
    "isOpen": {
      "@id": "tf:isOpen",
      "@type": "xsd:boolean"
    },
    "keyword": "dcat:keyword",
    "label": "rdfs:label",
    "latencyHours": {
      "@id": "tf:latencyHours",
      "@type": "xsd:decimal"
    },
    "license": {
      "@id": "tf:license",
      "@type": "@id"
    },
    "licenseTier": {
      "@id": "tf:licenseTier",
      "@type": "@id"
    },
    "maxOrderUsd": {
      "@id": "tf:maxOrderUsd",
      "@type": "xsd:decimal"
    },
    "minimumAreaKm2": {
      "@id": "tf:minimumAreaKm2",
      "@type": "xsd:decimal"
    },
    "multiplier": {
      "@id": "tf:multiplier",
      "@type": "xsd:decimal"
    },
    "name": "schema:name",
    "nightCapable": {
      "@id": "tf:nightCapable",
      "@type": "xsd:boolean"
    },
    "odrl": "http://www.w3.org/ns/odrl/2/",
    "offNadirDeg": {
      "@id": "tf:offNadirDeg",
      "@type": "xsd:decimal"
    },
    "onBehalfOf": {
      "@id": "tf:onBehalfOf",
      "@type": "@id"
    },
    "operatedBy": {
      "@id": "tf:operatedBy",
      "@type": "@id"
    },
    "owl": "http://www.w3.org/2002/07/owl#",
    "placedBy": {
      "@id": "tf:placedBy",
      "@type": "@id"
    },
    "polarization": {
      "@id": "tf:polarization",
      "@type": "xsd:string"
    },
    "potentialAction": "schema:potentialAction",
    "priceCurrency": "schema:priceCurrency",
    "pricingModel": {
      "@id": "tf:pricingModel",
      "@type": "@id"
    },
    "priority": {
      "@id": "tf:priority",
      "@type": "@id"
    },
    "processingLevel": {
      "@id": "tf:processingLevel",
      "@type": "@id"
    },
    "prov": "http://www.w3.org/ns/prov#",
    "providedBy": {
      "@id": "tf:providedBy",
      "@type": "@id"
    },
    "quotesCollection": {
      "@id": "tf:quotesCollection",
      "@type": "@id"
    },
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "releasability": {
      "@id": "tf:releasability",
      "@type": "@id"
    },
    "revisitHours": {
      "@id": "tf:revisitHours",
      "@type": "xsd:decimal"
    },
    "sarBand": {
      "@id": "tf:sarBand",
      "@type": "xsd:string"
    },
    "satisfiedBy": {
      "@id": "tf:satisfiedBy",
      "@type": "@id"
    },
    "schema": "https://schema.org/",
    "skos": "http://www.w3.org/2004/02/skos/core#",
    "sosa": "http://www.w3.org/ns/sosa/",
    "spatialExtent": {
      "@id": "tf:spatialExtent",
      "@type": "@id"
    },
    "spectralRange": {
      "@id": "tf:spectralRange",
      "@type": "xsd:string"
    },
    "ssn": "http://www.w3.org/ns/ssn/",
    "startDate": {
      "@id": "tf:startDate",
      "@type": "xsd:date"
    },
    "status": {
      "@id": "tf:status",
      "@type": "xsd:string"
    },
    "subscriptionUsdPerMonth": {
      "@id": "tf:subscriptionUsdPerMonth",
      "@type": "xsd:decimal"
    },
    "target": "schema:target",
    "taskable": {
      "@id": "tf:taskable",
      "@type": "xsd:boolean"
    },
    "taskingUsdPerKm2": {
      "@id": "tf:taskingUsdPerKm2",
      "@type": "xsd:decimal"
    },
    "temporalExtent": {
      "@id": "tf:temporalExtent",
      "@type": "@id"
    },
    "tf": "https://terrafabric.world/ont#",
    "tfr": "https://terrafabric.world/id/",
    "title": "dct:title",
    "toolName": {
      "@id": "tf:toolName",
      "@type": "xsd:string"
    },
    "totalUsd": {
      "@id": "tf:totalUsd",
      "@type": "xsd:decimal"
    },
    "type": "@type",
    "url": "schema:url",
    "urlTemplate": "schema:urlTemplate",
    "validUntil": {
      "@id": "tf:validUntil",
      "@type": "xsd:dateTime"
    },
    "windowHours": {
      "@id": "tf:windowHours",
      "@type": "xsd:decimal"
    },
    "xsd": "http://www.w3.org/2001/XMLSchema#"
  },
  "accessClass": "free",
  "accessibleVia": [
    {
      "accessKind": "https",
      "endpointURL": "https://dataspace.copernicus.eu/",
      "type": "AccessMethod"
    },
    {
      "accessKind": "stac-api",
      "endpointURL": "https://stac.dataspace.copernicus.eu/v1",
      "type": "AccessMethod"
    }
  ],
  "allWeather": false,
  "dataTier": "tf:tier-preprocessed",
  "description": "Provides a statistical overview of the land surface temperature over each 10-day compositing period and every geostationary sensor image pixel, including a Thermal Condition Index. The minimum, median and maximum LST are calculated regardless of any specific hour of the day. The data are available at global scale in the spatial resolution of about 3 km and cover the period from January 2018 to the present. These are mapped products or observation time series, not weather forecasts or terrain height grids. Published archive extent and cadence do not guarantee valid pixels everywhere or continuous real-time observations.",
  "format": [
    {
      "id": "https://terrafabric.world/id/format/stac",
      "label": "STAC"
    },
    {
      "id": "https://terrafabric.world/id/format/cog",
      "label": "COG"
    },
    {
      "id": "https://terrafabric.world/id/format/geotiff",
      "label": "GeoTIFF"
    }
  ],
  "gsdMeters": 3000,
  "hasInstrument": [
    {
      "id": "https://terrafabric.world/id/instrument/seviri",
      "label": "seviri"
    },
    {
      "id": "https://terrafabric.world/id/instrument/abi",
      "label": "abi"
    },
    {
      "id": "https://terrafabric.world/id/instrument/ahi",
      "label": "ahi"
    }
  ],
  "hasModality": [
    "tf:modality-thermal"
  ],
  "hasPlatform": [
    {
      "id": "https://terrafabric.world/id/platform/geostationary-satellites",
      "label": "geostationary-satellites"
    }
  ],
  "id": "https://terrafabric.world/id/collection/cdse-clms-thermal-condition-index",
  "identifier": "cdse-clms-thermal-condition-index",
  "keyword": [
    "earth-observation",
    "primary-source",
    "stac",
    "thermal-condition-index",
    "clms_lst-tci_global_3km_10daily_v3_cog"
  ],
  "license": "https://terrafabric.world/id/license/provider-terms",
  "nightCapable": true,
  "potentialAction": [
    {
      "@type": [
        "SearchAction",
        "schema:SearchAction"
      ],
      "name": "search_items",
      "target": {
        "@type": "schema:EntryPoint",
        "httpMethod": "GET",
        "urlTemplate": "https://terrafabric.world/api/v1/collections/cdse-clms-thermal-condition-index/items?bbox={bbox}&datetime={datetime}"
      }
    },
    {
      "@type": "QuoteAction",
      "name": "get_quote",
      "target": {
        "@type": "schema:EntryPoint",
        "contentType": "application/json",
        "httpMethod": "POST",
        "urlTemplate": "https://terrafabric.world/api/v1/quotes"
      }
    }
  ],
  "processingLevel": "tf:level-L4",
  "providedBy": {
    "id": "https://terrafabric.world/id/provider/copernicus",
    "label": "ESA / Copernicus",
    "url": "https://dataspace.copernicus.eu/"
  },
  "spatialExtent": {
    "asWKT": "POLYGON((-179.9999999 -79.97868240000001,179.9999999 -79.97868240000001,179.9999999 80.0233214,-179.9999999 80.0233214,-179.9999999 -79.97868240000001))",
    "bbox": "-179.9999999,-79.97868240000001,179.9999999,80.0233214",
    "type": "SpatialExtent"
  },
  "taskable": false,
  "temporalExtent": {
    "startDate": "2018-01-01",
    "type": "TemporalExtent"
  },
  "title": "CLMS Land Surface Temperature with Thermal Condition Index (LST-TCI) Global 3km 10-daily V3 (COG)",
  "type": [
    "PreprocessedCollection",
    "dcat:Dataset"
  ]
}