The Noah LSM page identifies the sources of data that they use. We believe, with high probability, that we are using the same. The topography data is definitely the USGS GTOPO30, the default soil category data is the hybrid STATSGO/FAO, and the land-cover data is probably the USGS GLCC v2 land-use/land-cover data. For future reference, here is a link to the Noah page: Land Atmosphere Interactions | Research Applications Laboratory.
The 30-arc-second MODIS land use datasets (both with and without lakes) are probably derived from the "Modified IGBP MODIS" data in the Noah link.
To the best of our knowledge, all of the land cover data in the 'landuse_*' directories are the USGS GLCC data from 1992-1993. The coarser resolutions are derived from the 30-arc-second data.
The data in the 'modis_landuse_20class_15s' directory is based on:
(1) Broxton, P. D., Zeng, X., Sulla-Menashe, D., & Troch, P. A. (2014). A global land cover climatology using MODIS data. Journal of Applied Meteorology and Climatology, 53(6), 1593-1605. DOI: 10.1175/JAMC-D-13-0270.1
and
(2) ftp://ftp.emc.ncep.noaa.gov/mmb/gcp/ldas/noahlsm/README
The data in the 'modis_landuse_20class_30s' directory were provided by NCEP and include the addition of a tundra class; these data were most likely collected in 2001.
The data in the 'modis_landuse_20class_30s_with_lakes' directory are the same as in the 'modis_landuse_20class_30s' directory, but have an inland water body category that was added by NCAR.
The data in the 'modis_landuse_21class_30s' data were modified by Boston University, most likely based on data collected in 2004.
In summary:
landuse_30s - USGS GLCC, 1992-1993
landuse_30s_with_lakes - USGS GLCC, 1992-1993, lakes added by NCAR
landuse_2m - USGS GLCC, 1992-1993, coarsened from 30s
landuse_5m - USGS GLCC, 1992-1993, coarsened from 30s
landuse_10m - USGS GLCC, 1992-1993, coarsened from 30s
modis_landuse_20class_15s - MODIS, See reference
modis_landuse_20class_30s - MODIS, NCEP included tundra class, 2001
modis_landuse_20class_30s_with_lakes - MODIS, NCEP included tundra class, 2001, lakes added by NCAR
modis_landuse_21class_30s - MODIS, modified by BU, 2004
The 30-arc-second MODIS land use datasets (both with and without lakes) are probably derived from the "Modified IGBP MODIS" data in the Noah link.
To the best of our knowledge, all of the land cover data in the 'landuse_*' directories are the USGS GLCC data from 1992-1993. The coarser resolutions are derived from the 30-arc-second data.
The data in the 'modis_landuse_20class_15s' directory is based on:
(1) Broxton, P. D., Zeng, X., Sulla-Menashe, D., & Troch, P. A. (2014). A global land cover climatology using MODIS data. Journal of Applied Meteorology and Climatology, 53(6), 1593-1605. DOI: 10.1175/JAMC-D-13-0270.1
and
(2) ftp://ftp.emc.ncep.noaa.gov/mmb/gcp/ldas/noahlsm/README
The data in the 'modis_landuse_20class_30s' directory were provided by NCEP and include the addition of a tundra class; these data were most likely collected in 2001.
The data in the 'modis_landuse_20class_30s_with_lakes' directory are the same as in the 'modis_landuse_20class_30s' directory, but have an inland water body category that was added by NCAR.
The data in the 'modis_landuse_21class_30s' data were modified by Boston University, most likely based on data collected in 2004.
In summary:
landuse_30s - USGS GLCC, 1992-1993
landuse_30s_with_lakes - USGS GLCC, 1992-1993, lakes added by NCAR
landuse_2m - USGS GLCC, 1992-1993, coarsened from 30s
landuse_5m - USGS GLCC, 1992-1993, coarsened from 30s
landuse_10m - USGS GLCC, 1992-1993, coarsened from 30s
modis_landuse_20class_15s - MODIS, See reference
modis_landuse_20class_30s - MODIS, NCEP included tundra class, 2001
modis_landuse_20class_30s_with_lakes - MODIS, NCEP included tundra class, 2001, lakes added by NCAR
modis_landuse_21class_30s - MODIS, modified by BU, 2004
Last edited by a moderator: