|
Dataset Title |
Plant Functional Type map over Siberia derived from satellite observations |
|
Dataset Purpose |
This new vegetation map provides a framework for further development of new Plant Functional Type (PFTs) in the ORCHIDEE model like shrubs, lichens and mosses, to represent the water and carbon cycles in northern latitudes better. Updated land cover data sets are critical for improving and maintaining the relevance of Earth system models for assessing climate and human impacts on biogeochemistry and biophysics. |
|
Dataset Abstract |
PFTs maps for the ORCHIDEE land surface model at 1 km scale have been produced over Siberia. They are based on the land cover product GlobCover 2005 and an updated cross-walking approach to link land cover classes to the ORCHIDEE 16 PFT classes
|
|
Acquisition Methodology |
Land cover classification systems from GLC 2000, GlobCover 2005 and 2009, and MODIS collections 5 and 5.1 are first aggregated to a common legend, and then compared to high-resolution land cover classification systems, vegetation continuous fields (MODIS VCFs) and satellite-derived tree heights (to discriminate against sparse, shrub, and forest vegetation). The GlobCover data set, with a lower threshold for tree cover and taller tree heights and a better spatial resolution, tends to have better distributions of tree cover compared to high-resolution data. It has therefore been chosen to build new PFT maps for the ORCHIDEE land surface model at 1 km scale. Compared to the original PFT data set, the new PFT maps based on GlobCover 2005 and an updated cross-walking approach mainly differ in the characterization of forests and degree of tree cover. The partition of grasslands and bare soils now appears more realistic compared with ground truth data. |
|
Quality |
|
|
Dataset DOI |
http://doi.pangaea.de/10.1594/PANGAEA.810709 |
|
Access Constraints |
The product is available over Siberia and the new PFT map at 5 km scale is available for download from the PANGEA website. The data are fraction of PFT witin a 1 km pixel size
|
|
Use Constraints |
Always quote citation when using this data |
|
Keywords |
Plant functional type, maps, Siberia, satellite, land |
|
Status |
In work |
|
Temporal Coverage |
|
|
Start Date |
|
|
Stop Date |
|