ESA Lakes Climate Change Initiative (Lakes_cci): Lake products, Version 2.1 1996-11
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/LANDSAT-7/7fc9df8070d34cacab8092e45ef276f1/1996/11
qualified relation: Self as JSON-LD (GeoDCAT-AP)
  type: Relationship
  relation: https://fedeo.ceos.org/series/eo:platform/LANDSAT-7/7fc9df8070d34cacab8092e45ef276f1/1996/11
  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/LANDSAT-7/7fc9df8070d34cacab8092e45ef276f1/1996
  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-19961101-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/9faf2119e618d14c50634d54791c6547b705d56f
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961102-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/7944f1bf66ac4251e8010652340c8c3e0523caae
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961103-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/275610ae14ffc4a49d002d43f4802b6343dfc114
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961104-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/a195520e38666c5d63e2a06f61d2072e5ecee4a0
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961105-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/bd047f825113dc7baea9c8298d09768c3b5127c5
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961106-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/ed5f906f05be6a7cfdc3b9d7a639c64ce5ac1a24
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961107-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/ba5badff628fdf53d10e2afc115b9412cc24ac96
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961108-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/9d4d5ea9c875cefdf8082a2a68a4992cb8d2c255
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961109-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/0cea22eac0aad0402d0c2d2aacfe40b4ad280d61
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961110-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/010ec2fea3fb6429b59654b4ba915a78ab849eb4
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961111-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/073df781f6f03b54244de17940e420dbfd2c2eb8
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961112-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/e8be88915a81fcfacac513f4bb100e82fad07772
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961113-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/cfffb5e586ebbda00ddcadb483bc727ba05c8afb
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961114-fv2.1.0.nc
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961115-fv2.1.0.nc
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961116-fv2.1.0.nc
next: https://fedeo.ceos.org/series/eo:platform/LANDSAT-7/7fc9df8070d34cacab8092e45ef276f1/1996/11
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/LANDSAT-7/7fc9df8070d34cacab8092e45ef276f1/1996/11

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961114-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/44a0579a255d0a1a3425572a123de078383ad519
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961115-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/b0803e7078162412c0d96befe6f62f7739ece947
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961116-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/893a2bb44ba1b8f3c51a9bd5ef7ed174c13f0f1d
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961117-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/f48d4cf50a8adb9b7473b7728eca3fbdf21a898d
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961118-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/6bea983b6bafbddc2b9cb7d274d5eb83ba68bd40
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961119-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/0fe7d8b91c8035a1925a7d94a075d1f40e56e41a
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19961120-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/5f2b2634c5f3b98b9c5a68564502064414083cbf
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: 1996-11-01T00:00:00.000Z
end date: 1996-11-30T23:59:59.999Z