I would like to do some watershed delineation at national/regional level (using SRTM-90 data).

I have experimented with r.watershed (GRASS 6.4.3) but it fell over when I tried to do big stuff.

I have tried r.terraflow (GRASS 6.4.3) but don't really know what I am doing with this... Seems quite old so maybe there is something better these days?

No luck with ArcGIS at all for big stuff (but available to me if somebody has a solution using this software).

Can anybody recommend practical tools for big watershed delineation projects?

  • Can you give us an idea of how large your DEM is? What the numbers of rows and columns? Oct 5 '14 at 20:25
  • Perhaps you need a fresh GRASS GIS version (please add to your posting which you use)? See for some hints also grasswiki.osgeo.org/wiki/…
    – markusN
    Oct 5 '14 at 21:25
  • @WhiteboxDev - I haven't downloaded the DEM yet. Will start with the Nile basin (so pretty big).- Just downloaded whitebox to help after looking at this [link]gis.stackexchange.com/questions/113715/…
    – washways
    Oct 5 '14 at 21:30

I have a tremendous respect for GRASS and the r.tarraflow algorithm and I'm sure that given enough effort, you would be able to make it work for this application. But as an alternative, I develop a cross-platform free and open-source GIS called Whitebox Geospatial Analysis Tools (download here). Here is an example for how to use it for hydrological processing of massive DEM data. Using the Retrieve SRTM Data tool, I was able to download all of the SRTM 3-arcsecond tiles for the British Isles, mosaic them into a single 13,201 x 14,401 726 Mb DEM in about 10 minutes.

enter image description here

I then used the Breach Depressions (Fast) tool on the DEM, which performed hydrological correction, calculation of the D8 flow direction raster, and the flow accumulation step. It took about 8 minutes to perform that analysis on my Macbook Pro (2.8 GHz, 16GB RAM).

enter image description here

I performed a simple thresholding to extract major British streams (and vectorized them for display purposes:

enter image description here

Here are the watersheds for each outlet in the stream networks layer:

enter image description here

From starting the SRTM download process to the final watershed map took me about 35 minutes of processing. It probably would have taken less time but I had to make dinner in there too ;) As with everything, your milage will vary depending on your system. When you're processing very large rasters, it's a good idea to have 16-64GB of RAM and an SSD is also a major plus. For further details, this link describes process of extracting watersheds from DEMs using Whitebox GAT. Granted, the British Isles aren't a particularly large landmass; if I had more time I would have liked to have done Brazil just for fun!


washmaps mentioned in their comment above that they were interested in extracting the Nile River Basin. So I thought that I would experiment to see if I could perform this analysis. Downloading the 640 SRTM 3-arcsecond tiles took 19 minutes using the Retrieve SRTM data tool in Whitebox and another 18 minutes to create a seamless mosaic consisting of 38,401 rows by 22,801 columns, which is a little over 875,000,000 pixels. The DEM is 3.26 GB in size. Filling the NoData holes took 4 minutes. I then performed hydrological correction using the Breach Depressions (Fast) tool, which took 49 minutes 8 seconds. I realized after the fact that I should have run a depression filling algorithm after the initial breaching as well, but it was too late. Calculating the D8 flow direction grid took 3 minutes, and the subsequent flow accumulation operation took 4 minutes 14 seconds. Finally, extracting the watershed for a point on the Nile delta took 2 hours and 9 minutes. Again, all of this was using my 13 inch Macbook Pro 2.8 GHz dual core with 16 GB RAM and an SSD.

enter image description here

And of course, as soon as I saw the watershed (brown polygon on map), I realized that I should have downloaded data further south of Lake Victoria and west in Sudan (that border is obviously the Nile basin). Oh well, as a proof of concept, using fairly standard equipment, this demonstrates that Whitebox GAT can be used to delineate large-scale watersheds.


Simply because I can never leave things partially completed, I decided to use my workstation and get the job done right.

enter image description here

The watershed in (very nearly) complete and the stream network is the DEM-extracted network. Here is a long profile for the Nile (although I should have converted distance to m):

enter image description here

  • Downloaded this before but could not get to run due to older java version. Work machine means I am a bit blocked here but will do some USB based tests on another machine.... From your post it looks perfect....
    – washways
    Oct 5 '14 at 21:50
  • @washmaps It's true that you need Java 8 to run the current version of Whitebox. It's funny, when I upgraded the project to Java 8, I assumed, perhaps wrongly, that everyone would be so quick to upgrade. Upgrading from 6 to 7 wasn't much of a problem. But it seems that isn't the case for the 7 to 8 switch in enterprise. Very sorry. Oct 5 '14 at 22:21
  • my fault for using a work computer for most of my GIS stuff and restrictions this imposes. I have it running off a USB on a faster personal machine now.... will leave it downloading 500+ tiles overnight and see how it goes tomorrow for some large scale tests in the morning. Just for the SRTM download tool I am very happy with this find!
    – washways
    Oct 5 '14 at 22:57
  • Always wonderful to see colourful and artistic images created by GIS software!
    – Joseph
    Oct 6 '14 at 15:30
  • @Joseph So true! Oct 6 '14 at 15:37

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