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	<title>GRASS-Wiki - User contributions [en]</title>
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	<updated>2026-06-01T14:55:12Z</updated>
	<subtitle>User contributions</subtitle>
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		<id>https://grasswiki.osgeo.org/w/index.php?title=Global_datasets&amp;diff=10871</id>
		<title>Global datasets</title>
		<link rel="alternate" type="text/html" href="https://grasswiki.osgeo.org/w/index.php?title=Global_datasets&amp;diff=10871"/>
		<updated>2010-05-12T16:54:50Z</updated>

		<summary type="html">&lt;p&gt;⚠️Diebuche: /* Natural Earth imagery */ updated link&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Raster data ==&lt;br /&gt;
&lt;br /&gt;
=== ASTER topography ===&lt;br /&gt;
&lt;br /&gt;
GDEM global 30m elevation calculated from stereo-pair images collected by the Terra satellite.&lt;br /&gt;
''&amp;quot;This is the most complete, consistent global digital elevation data yet made available to the world.&amp;quot;''&lt;br /&gt;
This is a very new dataset, at version 1  (treat as ''experimental''). Accuracy will be improved in forthcoming versions (validation with SRTM, etc.; [http://gfoss.blogspot.com/2009/08/aster-gdem-30m-quality-assessment.html see assessment here] and [http://www.viewfinderpanoramas.org/reviews.html#aster here]).&lt;br /&gt;
&lt;br /&gt;
* ''[https://lpdaac.usgs.gov/lpdaac/about/news_archive/monday_june_22_20092 pre-release announcement]''&lt;br /&gt;
* [http://www.nasa.gov/home/hqnews/2009/jun/HQ_09-150_ASTER_Topographic_Map.html NASA press release]&lt;br /&gt;
* [https://wist.echo.nasa.gov/~wist/api/imswelcome/ Warehouse Inventory Search Tool] or [http://www.gdem.aster.ersdac.or.jp/search.jsp Easy search tool] (Data download)&lt;br /&gt;
&lt;br /&gt;
'''Tutorial:''' [http://grass.osgeo.org/wiki/ASTER_topography ASTER topography].&lt;br /&gt;
* To order and download data: http://digitalelevation.blogspot.com/2009/07/aster-gdem-download-tutorial.html&lt;br /&gt;
&lt;br /&gt;
=== AVHRR ===&lt;br /&gt;
&lt;br /&gt;
* see the [[AVHRR]] wiki page&lt;br /&gt;
&lt;br /&gt;
=== Blue Marble imagery ===&lt;br /&gt;
&lt;br /&gt;
NASA's Blue Marble is a 500m-8 degree per-cell world wide visual image of the Earth from space, with the clouds removed.&lt;br /&gt;
&lt;br /&gt;
* see the [[Blue Marble]] wiki page&lt;br /&gt;
&lt;br /&gt;
=== Natural Earth imagery ===&lt;br /&gt;
&lt;br /&gt;
* [http://www.naturalearthdata.com/ Natural Earth II]:  World environment map in natural color. GeoTIFF (use the {{cmd|r.in.gdal}} module)&lt;br /&gt;
* see also 1:10 million, 1:50 million and 1:110million scale maps from  http://www.naturalearthdata.com/&lt;br /&gt;
&lt;br /&gt;
=== True Marble imagery ===&lt;br /&gt;
&lt;br /&gt;
* [http://www.unearthedoutdoors.net/global_data/true_marble/download True Marble]: 250m world wide visual image of the Earth from space, with the clouds removed. GeoTIFF (use the {{cmd|r.in.gdal}} module)&lt;br /&gt;
&lt;br /&gt;
=== EO-1 ===&lt;br /&gt;
&lt;br /&gt;
(Earth Observing-1)&lt;br /&gt;
* &amp;quot;''Advanced Land Imager (ALI) provides image data from ten spectral bands (band designations). The instrument operates in a pushbroom fashion, with a spatial resolution of 30 meters for the multispectral bands and 10 meters for the panchromatic band.''&amp;quot;&lt;br /&gt;
:-- http://eros.usgs.gov/products/satellite/eo1.php&lt;br /&gt;
* On-board Atmospheric Corrections&lt;br /&gt;
&lt;br /&gt;
=== ETOPO ===&lt;br /&gt;
&lt;br /&gt;
The ETOPO datasets provide global topography and bathymetry at 1', 2', and 5' per-cell resolutions.&lt;br /&gt;
&lt;br /&gt;
==== ETOPO1 ====&lt;br /&gt;
&lt;br /&gt;
* http://www.ngdc.noaa.gov/mgg/global/&lt;br /&gt;
&lt;br /&gt;
The ''cell registered'' version can be loaded directly into a lat/lon region. GRASS raster data is cell registered (see&lt;br /&gt;
the [[GRASS raster semantics]] page)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
The ''grid registered'' version must be loaded into a simple XY location using the parameters found in the .hdr file, and needs to have the 90deg N,S rows cropped away:&lt;br /&gt;
&lt;br /&gt;
 # create a new simple XY location and mapset&lt;br /&gt;
 &lt;br /&gt;
 # Import grid registered binary float&lt;br /&gt;
 r.in.bin -f in=etopo1_bed_g.flt out=etopo1_bed_g \&lt;br /&gt;
    n=90.008333333335 s=-90.008333333335 e=180.00833333334 \&lt;br /&gt;
    w=-180.00833333334 rows=10801 cols=21601 anull=-9999&lt;br /&gt;
 r.colors out=etopo1_bed_g color=etopo2&lt;br /&gt;
 &lt;br /&gt;
 # reduce region by 1 cell&lt;br /&gt;
 g.region rast=etopo1_bed_g&lt;br /&gt;
 eval `g.region -g`&lt;br /&gt;
 g.region n=n-$nsres s=s+$nsres e=e-$ewres -p&lt;br /&gt;
 &lt;br /&gt;
 # save smaller raster and remove original&lt;br /&gt;
 r.mapcalc &amp;quot;etopo1_bed_g.crop = etopo1_bed_g&amp;quot;&lt;br /&gt;
 g.remove etopo1_bed_g&lt;br /&gt;
 &lt;br /&gt;
 # change the location to lat/lon by restarting GRASS&lt;br /&gt;
 #  in the PERMANENT mapset and running {{cmd|g.setproj}}&lt;br /&gt;
 #  or move the entire mapset into a lat/lon location&lt;br /&gt;
 #  and manually edit the $MAPSET/cellhd/ files (dirty!)&lt;br /&gt;
&lt;br /&gt;
==== ETOPO2 ====&lt;br /&gt;
&lt;br /&gt;
* See the ETOPO2 (2' global) article by M.H. Bowman in the [http://grass.itc.it/newsletter/GRASSNews_vol1.pdf GRASS Newsletter, 1:8-11, August 2004].&lt;br /&gt;
: [http://www.ngdc.noaa.gov/mgg/fliers/01mgg04.html ETOPO2v2 data download]&lt;br /&gt;
&lt;br /&gt;
=== CleanTOPO2 ===&lt;br /&gt;
&lt;br /&gt;
* [http://www.shadedrelief.com/cleantopo2/ CleanTOPO2 download]: Edited SRTM30 Plus World Elevation Data&lt;br /&gt;
&lt;br /&gt;
=== GEBCO ===&lt;br /&gt;
&lt;br /&gt;
* The General Bathymetric Chart of the Oceans (original 1' release 2003, new 1' and 30&amp;quot; releases 2008)&lt;br /&gt;
: http://www.gebco.net/data_and_products/gridded_bathymetry_data/&lt;br /&gt;
: http://www.bodc.ac.uk/data/online_delivery/gebco/&lt;br /&gt;
&lt;br /&gt;
{{cmd|r.in.gdal}} can be used to import the GMT netCDF files directly, or if that doesn't work you can use GMT tools to convert to an old-style native GMT format and import that with {{cmd|r.in.bin}}.&lt;br /&gt;
: example:  (GEBCO 2003 1' data)&lt;br /&gt;
&lt;br /&gt;
 # convert to an old style GMT binary .grd using grdreformat&lt;br /&gt;
 $ grdreformat 3n24s47w14w.grd 3n24s47w14w_Native.grd=bs&lt;br /&gt;
 &lt;br /&gt;
 # then import into GRASS,&lt;br /&gt;
 GRASS&amp;gt; r.in.bin -h -s bytes=2 in=3n24s47w14w_Native.grd out=3n24s47w14w&lt;br /&gt;
 &lt;br /&gt;
 # and set some nice colors&lt;br /&gt;
 GRASS&amp;gt; r.colors 3n24s47w14w rules=- &amp;lt;&amp;lt; EOF&lt;br /&gt;
 nv magenta&lt;br /&gt;
 0% black&lt;br /&gt;
 -7740 0:0:168&lt;br /&gt;
 0 84:176:248&lt;br /&gt;
 0 40:124:0&lt;br /&gt;
 522 68:148:24&lt;br /&gt;
 1407 148:228:108&lt;br /&gt;
 1929 232:228:108&lt;br /&gt;
 2028 232:228:92&lt;br /&gt;
 2550 228:160:32&lt;br /&gt;
 2724 216:116:8&lt;br /&gt;
 2730 grey&lt;br /&gt;
 2754 grey&lt;br /&gt;
 2760 252:252:252&lt;br /&gt;
 2874 252:252:252&lt;br /&gt;
 2883 192:192:192&lt;br /&gt;
 2913 192:192:192&lt;br /&gt;
 100% 252:252:252&lt;br /&gt;
 EOF&lt;br /&gt;
&lt;br /&gt;
=== Global Multi-Resolution Topography (GMRT) ===&lt;br /&gt;
&lt;br /&gt;
* Global ~1 arc-second (~90 m) topography using multi-beam and satellite data in the oceans combined with SRTM on land.&lt;br /&gt;
* Full information at: http://www.marine-geo.org/portals/gmrt/&lt;br /&gt;
* Accessible via [http://www.geomapapp.org/ GeoMapApp] or [http://www.virtualocean.org/ Virtual Ocean] software.&lt;br /&gt;
* Very convenient to download into GRASS via wget:&lt;br /&gt;
&lt;br /&gt;
  export `g.region -g`&lt;br /&gt;
  wget &amp;quot;http://www.marine-geo.org/cgi-bin/getgridB?west=${w}&amp;amp;east=${e}&amp;amp;south=${s}&amp;amp;north=${n}&amp;amp;resolution=1&amp;quot; -O /tmp/test.grd&lt;br /&gt;
  r.in.gdal /tmp/test.grd output=GMRT -o&lt;br /&gt;
  rm /tmp/test.grd&lt;br /&gt;
&lt;br /&gt;
* Note: Downloaded file contains no projection information, but is EPSG:4326 (WGS84 Geographic).  The file size is limited, but lower resolution (resolution=2,4,8) data can be downloaded for larger areas.&lt;br /&gt;
&lt;br /&gt;
=== Miscellaneous ===&lt;br /&gt;
&lt;br /&gt;
==== Data sources ====&lt;br /&gt;
&lt;br /&gt;
* Some datasource links: http://www.ruf.rice.edu/~ben/gmt.html&lt;br /&gt;
* [http://www.geotorrent.org/browse.php Geotorrent.org]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==== Modules ====&lt;br /&gt;
* The {{cmd|r.in.gdal}} modules may be used to import data of [http://www.gdal.org/formats_list.html many formats], including GMT netCDF&lt;br /&gt;
* The {{cmd|r.in.bin}} module may be used to import raw binary files&lt;br /&gt;
&lt;br /&gt;
=== LANDSAT ===&lt;br /&gt;
&lt;br /&gt;
Since October 1, 2008 all Landsat 7 ETM+ scenes held in the [http://landsat.usgs.gov/ USGS EROS archive] are available for download at no charge.&lt;br /&gt;
* Download via the [http://glovis.usgs.gov/ Glovis] online search tool (req. Java)&lt;br /&gt;
* Download via the USGS's [http://edcsns17.cr.usgs.gov/EarthExplorer/ EarthExplorer] interface&lt;br /&gt;
&lt;br /&gt;
==== Modules ====&lt;br /&gt;
&lt;br /&gt;
* {{cmd|r.in.gdal}} - Main import tool for complete multiband scenes&lt;br /&gt;
* {{cmd|r.in.wms}} - Download data covering current map region via WMS server&lt;br /&gt;
* [[GRASS_AddOns#r.in.onearth|r.in.onearth]] - WMS frontend for NASA's OnEarth Global Landsat Mosaic&lt;br /&gt;
* {{cmd|i.landsat.rgb}} - Color balancing/enhancement tool&lt;br /&gt;
&lt;br /&gt;
==== See also ====&lt;br /&gt;
&lt;br /&gt;
* Processing tips can be found on the [[LANDSAT]] wiki page&lt;br /&gt;
&lt;br /&gt;
=== MODIS ===&lt;br /&gt;
&lt;br /&gt;
* see the [[MODIS]] wiki page&lt;br /&gt;
&lt;br /&gt;
=== Pathfinder AVHRR SST ===&lt;br /&gt;
&lt;br /&gt;
* see the Pathfinder [[AVHRR]] SST wiki page&lt;br /&gt;
&lt;br /&gt;
=== QuickBird ===&lt;br /&gt;
&lt;br /&gt;
* See the [[QuickBird]] wiki page&lt;br /&gt;
&lt;br /&gt;
=== SeaWiFS ===&lt;br /&gt;
&lt;br /&gt;
* see the [[SeaWiFS]] wiki page&lt;br /&gt;
&lt;br /&gt;
=== Smith and Sandwell ===&lt;br /&gt;
&lt;br /&gt;
* Merge info here from the [[Marine Science]] wiki page&lt;br /&gt;
&lt;br /&gt;
=== SRTM ===&lt;br /&gt;
&lt;br /&gt;
[http://www2.jpl.nasa.gov/srtm/ Space Shuttle Radar Topography Mission]&lt;br /&gt;
* see [[HOWTO import SRTM elevation data]]&lt;br /&gt;
&lt;br /&gt;
=== WorldClim ===&lt;br /&gt;
&lt;br /&gt;
[http://www.worldclim.org/ WorldClim] is a set of global climate layers (climate grids) with a spatial resolution of a square kilometer.&lt;br /&gt;
* Load into a Lat/Lon WGS84 location (EPSG:4326)&lt;br /&gt;
* Import with {{cmd|r.in.bin}} or {{cmd|r.in.gdal}}&lt;br /&gt;
* {{cmd|r.in.gdal}} will read .BIL format, see the {{cmd|r.in.srtm}} shell script for hints&lt;br /&gt;
* binary format is 2 byte integer. Multiply by 10 using {{cmd|r.mapcalc}} to convert units. See http://www.worldclim.org/format.htm for more information and the [[MODIS]] help page for example of converting raw to data units.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== OGC WCS - Albedo example ===&lt;br /&gt;
&lt;br /&gt;
GRASS imports OGC Web Coverage Service data. Example server (please suggest a better one!)&lt;br /&gt;
  &amp;lt;WCS_GDAL&amp;gt;&lt;br /&gt;
  &amp;lt;ServiceURL&amp;gt;http://laits.gmu.edu/cgi-bin/NWGISS/NWGISS?&amp;lt;/ServiceURL&amp;gt;&lt;br /&gt;
  &amp;lt;CoverageName&amp;gt;AUTUMN.hdf&amp;lt;/CoverageName&amp;gt;&lt;br /&gt;
  &amp;lt;Timeout&amp;gt;90&amp;lt;/Timeout&amp;gt;&lt;br /&gt;
  &amp;lt;Resample&amp;gt;nearest&amp;lt;/Resample&amp;gt;&lt;br /&gt;
  &amp;lt;/WCS_GDAL&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Save this as albedo.xml. Import into a LatLong WGS84 location:&lt;br /&gt;
  r.in.gdal albedo.xml out=albedo&lt;br /&gt;
&lt;br /&gt;
Unfortunately this server sends out the map shifted by 0.5 pixel. This requires a fix to the map boundary coordinates:&lt;br /&gt;
  r.region albedo n=90 s=-90 w=-180 e=180&lt;br /&gt;
&lt;br /&gt;
Now apply color table and look at the map:&lt;br /&gt;
  r.colors albedo color=byr&lt;br /&gt;
  d.mon x0&lt;br /&gt;
  d.rast albedo&lt;br /&gt;
&lt;br /&gt;
=== SNODAS ===&lt;br /&gt;
&lt;br /&gt;
[http://nsidc.org/data/docs/noaa/g02158_snodas_snow_cover_model/index.html Snow Data Assimilation System] data that support hydrologic modeling and analysis. First download the data, and untar them (once for each month, and once for each day), and you should get pairs of “.dat” and “.Hdr” files. The data files are stored in flat 16-bit binary format, so assuming that “snowdas_in.dat” is the name of the input file, at the GRASS prompt:&lt;br /&gt;
&lt;br /&gt;
   r.in.bin -bs bytes=2 rows=3351 cols=6935 north=52.874583333332339 \&lt;br /&gt;
   south=24.949583333333454 east=-66.942083333334011 west=-124.733749999998366 \&lt;br /&gt;
   anull=-9999 input=snowdas_input.dat output=snowdas&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Soviet topographic maps ===&lt;br /&gt;
&lt;br /&gt;
* [http://en.poehali.org/maps Soviet topographic maps] as geocoded GeoTIFFs&lt;br /&gt;
&lt;br /&gt;
== Vector data ==&lt;br /&gt;
&lt;br /&gt;
=== CDC Geographic Boundary and Public Health Maps ===&lt;br /&gt;
&lt;br /&gt;
* http://www.cdc.gov/epiinfo/maps.htm&lt;br /&gt;
&lt;br /&gt;
=== Global Administrative Areas ===&lt;br /&gt;
&lt;br /&gt;
* GADM is a database of the location of the world's administrative areas (boundaries) available in shapefiles.&lt;br /&gt;
: http://gadm.org (extracted by country [http://gadm.org/country here])&lt;br /&gt;
&lt;br /&gt;
* World Borders Dataset including ISO 3166-1 Country codes available in shapefiles.&lt;br /&gt;
: http://thematicmapping.org/downloads/world_borders.php&lt;br /&gt;
* Free GIS data from Mapping Hacks&lt;br /&gt;
: http://mappinghacks.com/data/&lt;br /&gt;
&lt;br /&gt;
=== GSHHS World Coastline ===&lt;br /&gt;
&lt;br /&gt;
GSHHS is a high resolution shoreline dataset. It is derived from data in the public domain and licensed as GPL. The shorelines are constructed entirely from hierarchically arranged closed polygons. It is closely linked to the [[GMT]] project.&lt;br /&gt;
&lt;br /&gt;
* Download original data from http://www.soest.hawaii.edu/wessel/gshhs/gshhs.html&lt;br /&gt;
&lt;br /&gt;
* Import with the {{AddonCmd|v.in.gshhs}} GRASS Add-on module.&lt;br /&gt;
&lt;br /&gt;
* Download data from [http://www.ngdc.noaa.gov/mgg/shorelines/shorelines.html NOAA's shoreline extractor] site.&lt;br /&gt;
: For GRASS 6 you can download 1:250,000 shoreline data from NOAA's site in Mapgen format, which can be imported with the {{cmd|v.in.mapgen}} module.&lt;br /&gt;
&lt;br /&gt;
* '''Shapefiles''' for the 1.6 version are available from ftp://ftp.ihg.uni-duisburg.de/GIS/GISData/GSHHS/&lt;br /&gt;
&lt;br /&gt;
=== OpenStreetMap ===&lt;br /&gt;
&lt;br /&gt;
See the [[OpenStreetMap]] wiki page.&lt;br /&gt;
&lt;br /&gt;
=== SALB ===&lt;br /&gt;
&lt;br /&gt;
Second Administrative Level Boundaries: ''&amp;quot;The SALB dataset is a global digital dataset consisting of digital maps and codes that can be downloaded on a country by country basis.&amp;quot;''&lt;br /&gt;
&lt;br /&gt;
* http://www.who.int/whosis/database/gis/salb/salb_home.htm&lt;br /&gt;
&lt;br /&gt;
=== VMap0 ===&lt;br /&gt;
&lt;br /&gt;
1:1 million vector data. Formerly known as ''Digital Chart of the World''&lt;br /&gt;
&lt;br /&gt;
* see the two articles in [http://grass.osgeo.org/newsletter/index.php ''GRASS Newsletter vol. 3 (June 2005)'']&lt;br /&gt;
&lt;br /&gt;
== See also ==&lt;br /&gt;
&lt;br /&gt;
* [http://spatial-analyst.net/wiki/index.php?title=Global_datasets Global datasets] list by T. Hengl (with dataset download)&lt;br /&gt;
* The FreeGIS.org database:  http://www.freegis.org/database/&lt;br /&gt;
* http://finder.geocommons.com/&lt;br /&gt;
* http://wiki.openstreetmap.org/wiki/Potential_Datasources&lt;br /&gt;
* http://www.geonames.org/data-sources.html&lt;br /&gt;
* [http://ckan.net/tag/read/geo Open Knowledge Foundation link collection]&lt;br /&gt;
&lt;br /&gt;
=== National datasets ===&lt;br /&gt;
&lt;br /&gt;
* [http://asdd.ga.gov.au/asdd/tech/zap/basic.html Australian Spatial Data Directory]&lt;br /&gt;
* [http://wiki.gfoss.it/index.php/GIS_Open_Data Italian Geodata collection]&lt;br /&gt;
* [http://koordinates.com/ New Zealand] data from Koordinates.com&lt;br /&gt;
* United States from NOAA/USGSs data portal (FIXME: link?)&lt;br /&gt;
&lt;br /&gt;
[[Category: Geodata]]&lt;/div&gt;</summary>
		<author><name>⚠️Diebuche</name></author>
	</entry>
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