ESA Lakes Climate Change Initiative (Lakes_cci): Lake products, Version 2.1 1997-06
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/7fc9df8070d34cacab8092e45ef276f1/1997/06
qualified relation: Self as JSON-LD (GeoDCAT-AP)
  type: Relationship
  relation: https://fedeo.ceos.org/series/eo:platform/Landsat/7fc9df8070d34cacab8092e45ef276f1/1997/06
  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/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-19970601-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/385641ef63137b4e0e81d97a0b5ffb5ad6faf87d
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970602-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/0b9383045a34aae79a59ffc415d3fc61753cee28
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970603-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/eca6140dad467a30a1529e4ed9a4f53eb289df6f
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970604-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/8ff24f87926b661abcdfb7caf6a3a3dac118ce66
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970605-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/7d7924a7f62f3d1ed88ebba69df37c683747adf2
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970606-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/698ed419beb9177e076d80b3b5418af703df6156
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970607-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/7294834687129484da79f8447d9569805eb7747b
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970608-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/f08e244d50a7f8d1726dff0a873bed86a3679d26
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970609-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/87d2bc7510215aec29dfdcdc92297132e6e85449
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970610-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/387bbf95a7a029c3737d0c45f3eaed0cd82a78b4
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970611-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/dd0283504a3415835bb1bf2e176aff3ae7c96c26
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970612-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/e59b4ffd5b998de3a94a8f6df8cc1cbcd2fb9908
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970613-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/3e84fa7797b98f1f6e68f779ab0184223dae5f0a
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970614-fv2.1.0.nc
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970615-fv2.1.0.nc
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970616-fv2.1.0.nc
next: https://fedeo.ceos.org/series/eo:platform/Landsat/7fc9df8070d34cacab8092e45ef276f1/1997/06
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/7fc9df8070d34cacab8092e45ef276f1/1997/06

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970614-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/0db7e854b83ecabe93dd2ca283164204d7e7413f
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970615-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/31ebd30da972b09a891ef03a8708d96128a7d989
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970616-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/e70064b7810ecb79809ea5a80adcfa2750776d15
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970617-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/7b9bd82b4f30bce9a1f43c79cbd8ab6630412f29
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970618-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/2f8f8f2ad935af56e209ce3d82d1ec8c0398c8db
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970619-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/1d1a50367645cc013b9911ac4c719ac9604d3de0
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19970620-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/4ee70493a4781c2092dcb7f0d25eed65c29a0c42
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: 1997-06-01T00:00:00.000Z
end date: 1997-06-30T23:59:59.999Z