Thank you University of Maryland: AVHRR Land Cover Data

21 07 2008

Turns out that The University of Maryland Department of Geography has already done a land cover classification project, which highlights urban areas very well! You’d think that would make me feel quite bad, after spending much of last week trying to do this BUT unfortunately their project used AVHRR (Advanced Very High Resolution Radiometer) data which has a larger resolution than LandSat and the data is older. But there is still an awful lot of analysis I can do with 20 year old 1km resolution data, if nothing else I can try to use some of their methods with the more up to date LandSat data I was using before.

So this is how to download, import into Qgis and use the AVHRR Land Cover Data

Firstly go to http://glcf.umiacs.umd.edu/data/landcover/ for some info on the whole project, click on the Download via Search and Preview Tool (ESDI) if you want to browse the World and select the data you want OR head straight to the FTP server. Choose your area, projection and resolution (I’m using North America, LatLong and 1km), eventually you will be presented with a bunch of files from which we download the file ending asc.gz as Qgis can handle this not the bsq.gz. Extract the file after downloading and boot up Qgis. Now hit ‘Add a Raster Layer’ and select the .asc file you downloaded and extracted, the file will be pretty big (NA is 1.39 GB) so expect a wait. Now you will have a greyscale image of your region, the brightness depends on the land cover classification calculated by UMD. Here are the code values which can be found on their website.

Code Values for 1km and 8km data

Value Label RGB Red RGB Green RGB Blue
0 Water 068 079 137
1 Evergreen Needleleaf Forest 001 100 000
2 Evergreen Broadleaf Forest 001 130 000
3 Deciduous Needleleaf Forest 151 191 071
4 Deciduous Broadleaf Forest 002 220 000
5 Mixed Forest 000 255 000
6 Woodland 146 174 047
7 Wooded Grassland 220 206 000
8 Closed Shrubland 255 173 000
9 Open Shrubland 255 251 195
10 Grassland 140 072 009
11 Cropland 247 165 255
12 Bare Ground 255 199 174
13 Urban and Built 000 255 255

To make the map in Qgis look at all interesting we need to apply a colormap algorithm. You can select your own by right clicking the file and selecting properties and changing the settings or go to properties select ‘Load Style’ and load the style I created which can be downloaded here (right click and ‘Save target as’). Now you will have a wonderful map showing land use in your region, the area highlighted in white is what I am particuarly interested in and worked on for much of last week. The next step is to see if I can work out how to generate the code values easily and apply it to LandSat data, then compare to OSM.

Here are some image Qgis outputs for North America and San Francisco.

Advertisements

Actions

Information

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s




%d bloggers like this: