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Data · dataset · 2026

GLC_FCS10: global 10 m land-cover dataset with fine classification system from Sentinel-1 and 2 time-series data

Listed in ScienceDB

Land cover is an indispensable basic data for the global carbon and water cycle, climate change research, ecological monitoring and food security assessment.

Description

Although the global 10 m land-cover products have made a lot progresses over past few years, their simple classification system is difficult to meet the needs of diverse applications.GLC_FCS10 is a novel global 10 m land cover product in 2023 generated from time-series Sentinel-1 and 2 imageries, it contains 30 fine land-cover types and achieves an overall accuracy of 83.16% and kappa coefficient of 0.789 using the globally distributed validation points.

The specific description can be found at the corresponding algorithm article. The GLC_FCS10 can be visually visited at zhangxiao-glcproj.users.earthengine.app/view/glcfcs102023maps

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Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.j00240.001558 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title