Thursday 30 April 2015

srtm - Extracting elevation from .HGT file?


I want to assign a specific long/lat position on a map to the elevation from SRTM3 data files, but have no idea how to find the specific value. So I want some example of how I can find in N50E14.hgt elevation to 50°24'58.888"N, 14°55'11.377"E.



Answer




I'll take it as a little exercise in how to program a data reader. Have a look at the documentation:




SRTM data are distributed in two levels: SRTM1 (for the U.S. and its territories and possessions) with data sampled at one arc-second intervals in latitude and longitude, and SRTM3 (for the world) sampled at three arc-seconds.


Data are divided into one by one degree latitude and longitude tiles in "geographic" projection, which is to say a raster presentation with equal intervals of latitude and longitude in no projection at all but easy to manipulate and mosaic.


File names refer to the latitude and longitude of the lower left corner of the tile - e.g. N37W105 has its lower left corner at 37 degrees north latitude and 105 degrees west longitude. To be more exact, these coordinates refer to the geometric center of the lower left pixel, which in the case of SRTM3 data will be about 90 meters in extent.


Height files have the extension .HGT and are signed two byte integers. The bytes are in Motorola "big-endian" order with the most significant byte first, directly readable by systems such as Sun SPARC, Silicon Graphics and Macintosh computers using Power PC processors. DEC Alpha, most PCs and Macintosh computers built after 2006 use Intel ("little-endian") order so some byte-swapping may be necessary. Heights are in meters referenced to the WGS84/EGM96 geoid. Data voids are assigned the value -32768.




For your position, 50°24'58.888"N 14°55'11.377"E, you already found the correct tile, N50E14.hgt. Let's find out which pixel you are interested in. First latitude, 50°24'58.888"N:


24'58.888" = (24 * 60)" + 58.888" = 1498.888"

arc seconds. Divided by three and rounded to the closest integer gives a grid row of 500. The same calculation for longitude results in grid column 1104.



The quickstart documentation lacks information about how rows and columns are organized in the file, but in the full documentation it is stated that



The data are stored in row major order (all the data for row 1, followed by all the data for row 2, etc.)



The first row in the file is very likely the northernmost one, i.e. if we are interested in row 500 from the lower edge, we actually have to look at row


1201 - 500 = 701

from the start if the file. Our grid cell is number


(1201 * 700) + 1104 = 841804


from the start of the file (i.e. skip 700 rows, and in the 701st one take sample 1104). Two bytes per sample means we have to skip the first 1683606 bytes in the file and then read two bytes in order to get our grid cell. The data is big-endian, which means that you need to swap the two bytes on e.g. Intel platforms.



A simplistic Python program to retrieve the right data would look like this (see the docs for use of the struct module):


import struct

def get_sample(filename, n, e):
i = 1201 - int(round(n / 3, 0))
j = int(round(e / 3, 0))
with open(filename, "rb") as f:
f.seek(((i - 1) * 1201 + (j - 1)) * 2) # go to the right spot,

buf = f.read(2) # read two bytes and convert them:
val = struct.unpack('>h', buf) # ">h" is a signed two byte integer
if not val == -32768: # the not-a-valid-sample value
return val
else:
return None

if __name__ == "__main__":
n = 24 * 60 + 58.888
e = 55 * 60 + 11.377

tile = "N50E14.hgt" # Or some magic to figure it out from position
print get_sample(tile, n, e)

Note that efficient data retrieval would have to look a little more sophisticated (e.g. not opening the file for each and every sample).



You could also use a program which can read the .hgt files out of the box. But that is boring.


No comments:

Post a Comment

arcpy - Changing output name when exporting data driven pages to JPG?

Is there a way to save the output JPG, changing the output file name to the page name, instead of page number? I mean changing the script fo...