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<p class="MsoNormal">Hello GDAL guru’s, </p>
<p class="MsoNormal">I am working on a python script where I read in
two rasters
of similar extent and resolution.<span style="mso-spacerun:yes">
</span>Then I
re-assign any values that are greater that zero to a 1.<span
style="mso-spacerun:yes"> </span>Next, I compare to the
rasters and attempt to
create a third resulting raster which has 1’s everywhere that the
two input
rasters match up.<span style="mso-spacerun:yes"> </span>However,
my results
are not exactly as expected.<span style="mso-spacerun:yes"> The
third raster only has the values of the second raster. </span>Any
help
would be greatly appreciated.<span style="mso-spacerun:yes"> </span>Here
is
the script as it is now:</p>
<p class="MsoNoSpacing">#!/usr/bin/python</p>
<p class="MsoNoSpacing">from osgeo import gdal, osr, gdalconst</p>
<p class="MsoNoSpacing">import os, sys, time</p>
<p class="MsoNoSpacing">import struct</p>
<p class="MsoNoSpacing">import numpy as np</p>
<p class="MsoNoSpacing">np.set_printoptions(threshold='nan')</p>
<p class="MsoNoSpacing">gdal.AllRegister()</p>
<p class="MsoNoSpacing">print 'Raster Source 1------------------'</p>
<p class="MsoNoSpacing">ds1 =
gdal.Open('C:\Data\TE300by300.img',
gdal.GA_ReadOnly)</p>
<p class="MsoNoSpacing">cols1 = ds1.RasterXSize</p>
<p class="MsoNoSpacing">rows1 = ds1.RasterYSize</p>
<p class="MsoNoSpacing">bands1 = ds1.RasterCount</p>
<p class="MsoNoSpacing">print "Columns: " + str(cols1)</p>
<p class="MsoNoSpacing">print "Rows: " + str(rows1)</p>
<p class="MsoNoSpacing">print "Bands: " + str(bands1)</p>
<p class="MsoNoSpacing">gt1 = ds1.GetGeoTransform()</p>
<p class="MsoNoSpacing">width = ds1.RasterXSize</p>
<p class="MsoNoSpacing">height = ds1.RasterYSize</p>
<p class="MsoNoSpacing">minx = gt1[0]</p>
<p class="MsoNoSpacing">print "Left(minx): "+ str(minx)</p>
<p class="MsoNoSpacing">miny = gt1[3] + width*gt1[4] + height*gt1[5]
</p>
<p class="MsoNoSpacing">print "Bottom(miny): "+ str(miny)</p>
<p class="MsoNoSpacing">maxx = gt1[0] + width*gt1[1] + height*gt1[2]</p>
<p class="MsoNoSpacing">print "Right(maxx): "+ str(maxx)</p>
<p class="MsoNoSpacing">maxy = gt1[3] </p>
<p class="MsoNoSpacing">print "Top(maxy): "+ str(maxy)</p>
<p class="MsoNoSpacing">pixWidth = gt1[1]</p>
<p class="MsoNoSpacing">print "Pixel Width " + str(pixWidth)</p>
<p class="MsoNoSpacing">pixHeight = gt1[5]</p>
<p class="MsoNoSpacing">print "Pixel Height " + str(pixHeight)</p>
<p class="MsoNoSpacing">xOrigin = gt1[0]</p>
<p class="MsoNoSpacing">yOrigin = gt1[3]</p>
<p class="MsoNoSpacing">print 'Raster Source 2------------------'</p>
<p class="MsoNoSpacing">ds2 =
gdal.Open('C:\Data\LowElev300by300.img',
gdal.GA_ReadOnly)</p>
<p class="MsoNoSpacing">cols2 = ds2.RasterXSize</p>
<p class="MsoNoSpacing">rows2 = ds2.RasterYSize</p>
<p class="MsoNoSpacing">bands2 = ds2.RasterCount</p>
<p class="MsoNoSpacing">print "Columns: " + str(cols2)</p>
<p class="MsoNoSpacing">print "Rows: " + str(rows2)</p>
<p class="MsoNoSpacing">print "Bands: " + str(bands2)</p>
<p class="MsoNoSpacing">gt2 = ds2.GetGeoTransform()</p>
<p class="MsoNoSpacing">width = ds2.RasterXSize</p>
<p class="MsoNoSpacing">height = ds2.RasterYSize</p>
<p class="MsoNoSpacing">minx = gt2[0]</p>
<p class="MsoNoSpacing">print "Left(minx): "+ str(minx)</p>
<p class="MsoNoSpacing">miny = gt2[3] + width*gt2[4] + height*gt2[5]
</p>
<p class="MsoNoSpacing">print "Bottom(miny): "+ str(miny)</p>
<p class="MsoNoSpacing">maxx = gt2[0] + width*gt2[1] + height*gt2[2]</p>
<p class="MsoNoSpacing">print "Right(maxx): "+ str(maxx)</p>
<p class="MsoNoSpacing">maxy = gt2[3] </p>
<p class="MsoNoSpacing">print "Top(maxy): "+ str(maxy)</p>
<p class="MsoNoSpacing">pixWidth = gt2[1]</p>
<p class="MsoNoSpacing">print "Pixel Width " + str(pixWidth)</p>
<p class="MsoNoSpacing">pixHeight = gt2[5]</p>
<p class="MsoNoSpacing">print "Pixel Height " + str(pixHeight)</p>
<p class="MsoNoSpacing">xOrigin = gt2[0]</p>
<p class="MsoNoSpacing">yOrigin = gt2[3]</p>
<p class="MsoNoSpacing"><o:p> </o:p></p>
<p class="MsoNoSpacing"><o:p> </o:p></p>
<p class="MsoNoSpacing">format = "HFA"</p>
<p class="MsoNoSpacing">dst_file = "out.img"</p>
<p class="MsoNoSpacing">dst_driver = gdal.GetDriverByName(format)</p>
<p class="MsoNoSpacing">dst_ds = dst_driver.Create(dst_file, width,
height, 1,
gdal.GDT_Byte ) #driver.Create( outfile, outwidth, outheight,
numbands,
gdaldatatype)</p>
<p class="MsoNoSpacing">empty = np.empty([height, width], np.uint8 )
</p>
<p class="MsoNoSpacing">srs = osr.SpatialReference()</p>
<p class="MsoNoSpacing">dst_ds.SetProjection(ds2.GetProjection())</p>
<p class="MsoNoSpacing">dst_ds.SetGeoTransform(ds2.GetGeoTransform())</p>
<p class="MsoNoSpacing">dst_ds.GetRasterBand(1).WriteArray(empty)</p>
<p class="MsoNoSpacing"><o:p> </o:p></p>
<p class="MsoNoSpacing"><o:p> </o:p></p>
<p class="MsoNoSpacing">#This is a way to go through a given raster
band </p>
<p class="MsoNoSpacing">#one-by-one as an array by row, getting all
of the
columns for</p>
<p class="MsoNoSpacing">for r in range(rows1):</p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes"> </span>data1
=
ds1.GetRasterBand(1).ReadAsArray(0, r, cols1, 1)</p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes">
</span>data1[data1>0]=1</p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes"> </span>print
"data1:
" + str(data1)</p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes"> </span>data2
=
ds2.GetRasterBand(1).ReadAsArray(0, r, cols2, 1)</p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes">
</span>data2[data2>0]=1</p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes"> </span>print
"data2:
" + str(data2)</p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes"> </span>result_bools
=
np.logical_and(np.logical_and(data1 != 0, data2 != 0), data1 ==
data2)<span style="mso-spacerun:yes"> </span></p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes"> </span>result_ints
=
np.array(result_bools, dtype=int)</p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes"> </span>print
"result_ints:
" + str(result_ints)</p>
<p class="MsoNoSpacing"><span style="mso-spacerun:yes"> </span>dst_ds.GetRasterBand(1).WriteArray(result_ints,
0,
r)</p>
<p class="MsoNoSpacing">dst_ds = None</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Cheers, </p>
<p class="MsoNormal">Derek</p>
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