Monday, 19 August 2019

Getting elevation at lat/long from raster using python?


I was wondering if anyone has some experience in getting elevation data from a raster without using ArcGIS, but rather get the information as a python list or dict?


I get my XY data as a list of tuples:


xy34 =[perp_obj[j].CalcPnts(float(i.dist), orientation) for j in range (len(perp_obj))]


I'd like to loop through the list or pass it to a function or class-method to get the corresponding elevation for the xy-pairs.


I did some research on the topic and the gdal API sounds promising. Can anyone advice me how to go about things, pitfalls, sample code?





GDAL is not an option as I can't edit the system path variable on the machine I'm working on!


Does anyone know about a different approach?



Answer



The provided python code extracts the value data of a raster cell based on given x,y coords. It is a slightly alterd version of an example from this excellent source. It is based on GDAL and numpy which are not part of the standard python distribution. Thanks to @Mike Toews for pointing out the Unofficial Windows Binaries for Python Extension Packages to make installation and use quick and easy.


import os, sys, time, gdal
from gdalconst import *


# coordinates to get pixel values for

xValues = [122588.008]
yValues = [484475.146]

# set directory
os.chdir(r'D:\\temp\\AHN2_060')

# register all of the drivers
gdal.AllRegister()
# open the image
ds = gdal.Open('i25gn1_131.img', GA_ReadOnly)


if ds is None:
print 'Could not open image'
sys.exit(1)

# get image size
rows = ds.RasterYSize
cols = ds.RasterXSize
bands = ds.RasterCount


# get georeference info
transform = ds.GetGeoTransform()
xOrigin = transform[0]
yOrigin = transform[3]
pixelWidth = transform[1]
pixelHeight = transform[5]

# loop through the coordinates
for xValue,yValue in zip(xValues,yValues):
# get x,y

x = xValue
y = yValue

# compute pixel offset
xOffset = int((x - xOrigin) / pixelWidth)
yOffset = int((y - yOrigin) / pixelHeight)
# create a string to print out
s = "%s %s %s %s " % (x, y, xOffset, yOffset)

# loop through the bands

for i in xrange(1,bands):
band = ds.GetRasterBand(i) # 1-based index
# read data and add the value to the string
data = band.ReadAsArray(xOffset, yOffset, 1, 1)
value = data[0,0]
s = "%s%s " % (s, value)
# print out the data string
print s
# figure out how long the script took to run

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