ESA Lakes Climate Change Initiative (Lakes_cci): Lake products, Version 2.1 1994-12
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/Metop-A/7fc9df8070d34cacab8092e45ef276f1/1994/12
qualified relation: Self as JSON-LD (GeoDCAT-AP)
  type: Relationship
  relation: https://fedeo.ceos.org/series/eo:platform/Metop-A/7fc9df8070d34cacab8092e45ef276f1/1994/12
  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/Metop-A/7fc9df8070d34cacab8092e45ef276f1/1994
  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-19941201-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/c8f460b9e833756e99016152e3d2b979945bc566
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941202-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/db3e0c141eb05777de2afc36541bab8fa33a93c7
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941203-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/8e9f93c0b671efada688f5b9cbac0f86ef0cd474
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941204-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/da945cc9888800e5611022092fc72965150833d7
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941205-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/3747403599f742283bd71348e9f02f3d192c8150
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941206-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/b6e700d15bd0e71ae6d798a615abd1a21271a683
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941207-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/18cdcc1a6a26a885446a488e88c034a4d048c218
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941208-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/c768f3cf767f63c0667052fdeaf22555047bfa8e
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941209-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/ec46f16f0ec2cf9fd3f9997d12653cd9f5a80485
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941210-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/ec4f99fc957911d48ed135bcf86ff7cc3b5bdfac
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941211-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/0f2f6af2e657417205dd792283625e92ecc2ab94
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941212-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/e135185b38cd7ad6002ca143940b8a5ba6d56fe2
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941213-fv2.1.0.nc
  type: Relationship
  relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/687d9e4453756a27a265a83fad2b673954e9c0f8
  format: application/ld+json
  had role: https://stacspec.org/def/rel/iana/1.0/item
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941214-fv2.1.0.nc
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941215-fv2.1.0.nc
qualified relation: ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941216-fv2.1.0.nc
next: https://fedeo.ceos.org/series/eo:platform/Metop-A/7fc9df8070d34cacab8092e45ef276f1/1994/12
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/Metop-A/7fc9df8070d34cacab8092e45ef276f1/1994/12

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941214-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/bb3732d3bd9c66c4ca4ff5acb7a2c4c2a6174c06
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941215-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/14b631880f66097a536defc7b6f631e7ed0fbd97
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941216-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/98086012b0967c505be23ae408d64852609890e0
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941217-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/a63e6775444b08be502522a7402c23bdc325ca9b
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941218-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/4013b30a3189cb5f75404a43582bfa9cb069ebe0
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941219-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/d86445bdb9571c186cbbc0840bdbd2be081806a8
format: application/ld+json
had role: https://stacspec.org/def/rel/iana/1.0/item

ESACCI-LAKES-L3S-LK_PRODUCTS-MERGED-19941220-fv2.1.0.nc
type: Relationship
relation: https://fedeo.ceos.org/collections/7fc9df8070d34cacab8092e45ef276f1/items/784d74b0d4275544f9fcf63a57733b03b2a8a254
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: 1994-12-01T00:00:00.000Z
end date: 1994-12-31T23:59:59.999Z