ESA Lakes Climate Change Initiative (Lakes_cci): Lake products, Version 2.1 1997-08
type: Dataset
keyword: DIF10
keyword: ESA
keyword: CCI
keyword: Lakes
keyword: ECV
keyword: orthoimagery
keyword: EARTH SCIENCE>ATMOSPHERE
keyword: EARTH SCIENCE>SPECTRAL/ENGINEERING>RADAR
keyword: EARTH SCIENCE>SPECTRAL/ENGINEERING>VISIBLE WAVELENGTHS
keyword: EARTH SCIENCE>BIOSPHERE>ECOSYSTEMS>FRESHWATER ECOSYSTEMS>LAKE/POND>MONTANE LAKE
keyword: LANDSAT-7
keyword: Sentinel-1
keyword: Sentinel-2
keyword: ETM+
keyword: C-SAR
keyword: Sentinel-2 MSI
keyword: Jason-2
keyword: Envisat
keyword: Jason-1
keyword: Topex/Poseidon
keyword: MODIS_AQUA
keyword: MODIS_TERRA
keyword: ERS
keyword: Landsat-8
keyword: Landsat-5
keyword: Jason-3
keyword: Landsat-7
keyword: Metop
keyword: Landsat-4
keyword: SARAL
keyword: Sentinel-3A
keyword: Sentinel-3B
keyword: TOPEX/POSEIDON
keyword: TERRA
keyword: Metop-A
keyword: Metop-B
keyword: ETM
keyword: MSI
spatial: Location
  bbox: POLYGON((-180 -90,-180 90,180 90,180 -90,-180 -90))
qualified attribution: Attribution
  agent: Organization
    has name: CEDA
license: other
first: https://fedeo.ceos.org/series/eo:platform/TERRA/7fc9df8070d34cacab8092e45ef276f1/1997/08
qualified relation: Self as JSON-LD (GeoDCAT-AP)
  type: Relationship
  relation: https://fedeo.ceos.org/series/eo:platform/TERRA/7fc9df8070d34cacab8092e45ef276f1/1997/08
  format: application/ld+json
  had role: http://www.iana.org/assignments/relation/self
qualified relation: Root as JSON-LD (GeoDCAT-AP)
  type: Relationship
  relation: https://fedeo.ceos.org
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/root
qualified relation: Parent as JSON-LD (GeoDCAT-AP)
  type: Relationship
  relation: https://fedeo.ceos.org/series/eo:platform/TERRA/7fc9df8070d34cacab8092e45ef276f1/1997
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/parent
qualified relation: OpenSearch Description Document
  type: Relationship
  relation: https://fedeo.ceos.org/collections/series/items/7fc9df8070d34cacab8092e45ef276f1/api
  format: application/opensearchdescription+xml
  had role: http://www.iana.org/assignments/relation/search
qualified relation: CEDA Data Catalogue Page - Detail and access information for the resource
  type: Relationship
  relation: https://catalogue.ceda.ac.uk/uuid/7fc9df8070d34cacab8092e45ef276f1
  format: MediaType
  had role: http://www.iana.org/assignments/relation/describedby
qualified relation: Documentation for ESA CCI Lakes project - No further details.
  type: Relationship
  relation: https://climate.esa.int/en/projects/lakes/key-documents-lakes/
  format: MediaType
  had role: http://www.iana.org/assignments/relation/describedby
qualified relation: ESA Climate Change Initiative website - No further details.
  type: Relationship
  relation: https://climate.esa.int
  format: MediaType
  had role: http://www.iana.org/assignments/relation/describedby
qualified relation: ESA CCI Lakes project website - No further details.
  type: Relationship
  relation: https://climate.esa.int/projects/lakes/
  format: MediaType
  had role: http://www.iana.org/assignments/relation/describedby
qualified relation: Atom format
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: application/atom+xml
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: Dublin Core metadata
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: application/xml
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: JSON-LD (schema.org) metadata
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: application/ld+json;profile="https://schema.org"
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: JSON-LD (GeoDCAT-AP) metadata
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: application/ld+json;profile="http://data.europa.eu/930/"
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: RDF/XML metadata
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: application/rdf+xml
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: RDF/XML (schema.org) metadata
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: application/rdf+xml;profile="https://schema.org"
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: RDF/XML (GeoDCAT-AP) metadata
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: application/rdf+xml;profile="http://data.europa.eu/930/"
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: Turtle metadata
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: text/turtle
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: Turtle (schema.org) metadata
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: text/turtle;profile="https://schema.org"
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: Turtle (GeoDCAT-AP) metadata
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1
  format: text/turtle;profile="http://data.europa.eu/930/"
  had role: http://www.iana.org/assignments/relation/alternate
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970801-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/3154f274259a24be951fd33c8749446e5347dc28
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970802-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/bcf40cbfd061407b7839e23eb3455ef6e9ed9ff5
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970803-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/b2bbd39940d8bf8e7ccf0ccbe95a9b61ab89ce41
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970804-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/0cd0f361a4fdf989ef3fc5d2d1b9511982974d46
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970805-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/d8008afb31c2904695186429f340188b976d31be
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970806-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/ae7e9f28a3854593a5df36bb304fd35075027946
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970807-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/a8a6443853494b45440ec3bfd3480901ac16a64e
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970808-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/774dbbedcbdb30a3118d1c39c34a9ee8788a0a48
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970809-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/957709dfcc7f8b789d1421efeabbca85156359d8
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970810-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/082b527a7a499bc47833c42115aff94953f9024e
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970811-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/f63f078e92bf46f78525e2256d0975c16eba3e7c
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970812-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/33f0b357f713c5300f59e173c9d4743dafdaf541
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970813-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/9bc406f877065984234265bd4b8d813130e27def
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970814-fv2.1.0.nc
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970815-fv2.1.0.nc
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970816-fv2.1.0.nc
next: https://fedeo.ceos.org/series/eo:platform/TERRA/7fc9df8070d34cacab8092e45ef276f1/1997/08
description: This dataset contains the Lakes Essential Climate Variable, which is comprised of processed satellite observations at the global scale, over the period 1992-2022, for over 2000 inland water bodies. This dataset was produced by the European Space Agency (ESA) Lakes Climate Change Initiative (Lakes_cci) project. For more information about the Lakes_cci please visit the project website. This is version 2.1.0 of the dataset.The six thematic climate variables included in this dataset are:â¢ Lake Water Level (LWL), derived from satellite altimetry, is fundamental to understand the balance between water inputs and water loss and their connection with regional and global climate change.â¢ Lake Water Extent (LWE), modelled from the relation between LWL and high-resolution spatial extent observed at set time-points, describes the areal extent of the water body. This allows the observation of drought in arid environments, expansion in high Asia, or impact of large-scale atmospheric oscillations on lakes in tropical regions for example. .â¢ Lake Surface Water temperature (LSWT), derived from optical and thermal satellite observations, is correlated with regional air temperatures and is informative about vertical mixing regimes, driving biogeochemical cycling and seasonality.â¢ Lake Ice Cover (LIC), determined from optical observations, describes the freeze-up in autumn and break-up of ice in spring, which are proxies for gradually changing climate patterns and seasonality.â¢ Lake Water-Leaving Reflectance (LWLR), derived from optical satellite observations, is a direct indicator of biogeochemical processes and habitats in the visible part of the water column (e.g. seasonal phytoplankton biomass fluctuations), and an indicator of the frequency of extreme events (peak terrestrial run-off, changing mixing conditions).â¢ Lake Ice Thickness (LIT), containing LIT information over Great Slave lake from 2002-2022.Data generated in the Lakes_cci are derived from multiple satellite senso…
last: https://fedeo.ceos.org/series/eo:platform/TERRA/7fc9df8070d34cacab8092e45ef276f1/1997/08

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970814-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/990ef7209202181010be2b6c2c65622f2f2a2982
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970815-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/2d8368395f728f094d0ac330b79a0bd948403cf3
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970816-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/98b1aa6047f2a954a28e192ad8437bafa0d9c14f
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970817-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/042e56f400c92fee28cb620fcde5b43d8873c7f2
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970818-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/f4e67c88751153f57b544f3fa55aa44225018280
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970819-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/2e9ee2b7d115281f7335ff80f45b4619efd058b2
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970820-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/e041a5da9b7be7e1ed6cacb83547baa6f2a75fb7
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

Landing Page in JSON media type.
type: Relationship
relation: https://fedeo.ceos.org
format: application/json
had role: http://www.iana.org/assignments/relation/alternate

PeriodOfTime
start date: 1997-08-01T00:00:00.000Z
end date: 1997-08-31T23:59:59.999Z