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Processing Landsat 8 imagery in Windows with OSGeo4W Shell and ImageMagick
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::modified from Mapbox's guide https://www.mapbox.com/guides/processing-satellite-imagery/ for Windows | |
::requires OSGeo4W Shell (comes installed with QGIS) and ImageMagick http://www.imagemagick.org/script/binary-releases.php#windows | |
::I paste all of the lines below into the OSGeo4W Shell which I've changed directory to my expanded Landsat archive e.g. `C:\Users\joe\Downloads\LC80430352015089LGN00.tar>` | |
::establish an id variable | |
SET id=LC81600432014154LGN00 | |
::use a for loop to reproject each of the bands you will be working with. | |
FOR %B in (4,3,2) DO gdalwarp -t_srs EPSG:3857 %id%"_B"%B.tif %B-projected.tif | |
::translate each of your bands into the 8-bit format with default settings of -ot and -scale | |
::i don't think Windows can do brace expansion in scripts | |
gdal_translate -ot Byte -scale 0 65535 0 255 4-projected.tif 4-projected-scaled.tif | |
gdal_translate -ot Byte -scale 0 65535 0 255 3-projected.tif 3-projected-scaled.tif | |
gdal_translate -ot Byte -scale 0 65535 0 255 2-projected.tif 2-projected-scaled.tif | |
::merge the three reprojected band images into a single composite image | |
::OSGeo4W Shell did not like the `-v` flag | |
python C:\OSGeo4W64\bin\gdal_merge.py -ot Byte -separate -of GTiff -co PHOTOMETRIC=RGB -o %id%-RGB-scaled.tif 4-projected-scaled.tif 3-projected-scaled.tif 2-projected-scaled.tif | |
::color corrections in blue bands to deal with haze factor, | |
::and across all bands for brightness, contrast and saturation | |
"C:\Program Files\ImageMagick-6.9.0-Q16\convert.exe" -channel B -gamma 1.05 -channel RGB -sigmoidal-contrast 20,20% -modulate 100,150 %id%-RGB-scaled.tif %id%-RGB-scaled-cc.tif | |
::use a cubic downsampling method to add overview | |
::(other interpolation methods are available) | |
gdaladdo -r cubic %id%-RGB-scaled-cc.tif 2 4 8 10 12 | |
::call the TIFF worldfile for the requested image, | |
::change name of file to match file needing georeference, | |
::and apply georeference | |
listgeo -tfw 3-projected.tif | |
mv 3-projected.tfw %id%-RGB-scaled-cc.tfw | |
gdal_edit.py -a_srs EPSG:3857 %id%-RGB-scaled-cc.tif | |
::remove black background | |
gdalwarp -srcnodata 0 -dstalpha %id%-RGB-scaled-cc.tif %id%-RGB-scaled-cc-2.tif |
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