RGB Landsat (yearly)

Overview:

rgb: Landsat RGB time-series, derived by the median pixel values obtained between June 25 and September 12 on a specific year.

Traceability (lineage):

This dataset is a seasonally aggregated and gapfilled version of the Landsat GLAD analysis-ready data product presented by Potapov et al., 2020 ( https://doi.org/10.3390/rs12030426 ).

Scientific methodology:

The Landsat GLAD ARD dataset was aggregated and harmonized using the eumap python package (available at https://eumap.readthedocs.io/en/latest/ ). The full process of gapfilling and harmonization is described in detail in Witjes et al., 2022 (in review, preprint available at https://doi.org/10.21203/rs.3.rs-561383/v3 ).

Usability:

The usability of this dataset is demonstrated and discussed in Witjes et al., 2022 (in review). A second publication is planned that will quantify the usability of the gapfilling process for LULC classification.

Uncertainty quantification:

nan

Data validation approaches:

This dataset has not been validated

Completeness:

The dataset is completely gapfilled; a QA layer is available to distinguish measured pixels from gapfilled pixels.

Consistency:

There are significant differences in the amount of gapfilling required for different regions. For example, data for the winter months in Sweden are almost completely gapfilled due to snow and cloud cover.

Positional accuracy:

The rasters have a spatial resolution of 30m

Temporal accuracy:

Each of the 8 Landsat bands is represented by 12 raster layers: 3 percentiles of values for each of 4 seasons.

Thematic accuracy:

The dataset consists of 8 Landsat bands.

Date ( Publication ): 2021-03-01

Identifier: unknown

Status: Under development

Author

- Tomislav Hengl ( )

Point of contact

- Tomislav Hengl

Maintenance and update frequency: As needed

Keywords ( Theme )

Land cover, land use and administrative data
Geoharmonizer
geoharvester
geodata

Keywords ( Place )

Europe

GEMET - INSPIRE themes, version 1.0 ( Theme )

Geographical grid systems

Use limitation: None

Access constraints: Copyright

Use constraints: otherRestictions

Distance: 1000 m

Metadata language: eng

Character set: UTF8

Topic category

Environment

Begin date: 2000-01-01

End date: 2019-12-31

Reference system identifier: EPSG:3035

Number of dimensions: 2

Dimension name: Row

Resolution: 1000 m

Dimension name: Column

Resolution: 1000 m

Cell geometry: Area

Distribution format

GeoTIFF ( XY )
OGC WMS ( 1.3 )

OnLine resource: gh:lcv-rgb-landsatXgladXard-p50-30m ( OGC:WMS )
WMS browse (add eg. "&DIM_YEAR=2019" for year 2019)

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OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_2005.06.25..2005.09.12_eumap_epsg3035_v1.0.tif ( WWW:DOWNLOAD-1.0-http--download )

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OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_2004.03.21..2004.06.24_eumap_epsg3035_v1.1.tif ( WWW:DOWNLOAD-1.0-http--download )

OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_20030625..20030912_eumap_epsg3035_v1.0.tif ( WWW:DOWNLOAD-1.0-http--download )

OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_2003.12.02..2004.03.20_eumap_epsg3035_v1.1.tif ( WWW:DOWNLOAD-1.0-http--download )

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OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_2002.12.02..2003.03.20_eumap_epsg3035_v1.1.tif ( WWW:DOWNLOAD-1.0-http--download )

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OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_2002.06.25..2002.09.12_eumap_epsg3035_v1.1.tif ( WWW:DOWNLOAD-1.0-http--download )

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OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_20010625..20010912_eumap_epsg3035_v1.0.tif ( WWW:DOWNLOAD-1.0-http--download )

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OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_2001.06.25..2001.09.12_eumap_epsg3035_v1.0.tif ( WWW:DOWNLOAD-1.0-http--download )

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OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_20000625..20000912_eumap_epsg3035_v1.0.tif ( WWW:DOWNLOAD-1.0-http--download )

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OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_2000.06.25..2000.09.12_eumap_epsg3035_v1.0.tif ( WWW:DOWNLOAD-1.0-http--download )

OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_2000.03.21..2000.06.24_eumap_epsg3035_v1.1.tif ( WWW:DOWNLOAD-1.0-http--download )

OnLine resource: https://s3.eu-central-1.wasabisys.com/eumap/lcv/lcv_rgb_landsat.glad.ard_p50_30m_0..0cm_1999.12.02..2000.03.20_eumap_epsg3035_v1.1.tif ( WWW:DOWNLOAD-1.0-http--download )

Hierarchy level: Dataset

Conformance result

Date: 2010-12-08

Explanation: See specified reference

Pass: Yes

Statement: derived from XY

gmd:MD_Metadata

File identifier: b99699e4-9ba1-4ce0-86c3-5c42a51904a2 XML

Metadata language: en

Character set: UTF8

Date stamp: 2021-01-14T10:37:57

Metadata standard name: ISO 19115:2003/19139

Metadata standard version: 1.0

Point of contact

- Tomislav Hengl ( )

Citation proposal

Tomislav Hengl () (2021) . RGB Landsat (yearly).
https://data.opendatascience.eu/geonetwork/srv/api/records/b99699e4-9ba1-4ce0-86c3-5c42a51904a2

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