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Combining rasters using rasterio
James David Smith
Hello, Thanks for the help last week with the OVR files. I think I've solved that now. My next question is about combining rasters of shared space, but different extents. Each raster has one band. I want to combine them into one raster, keeping the values of the highest cell value where they overlap. Hopefully the attached image explains better than I can in writing. If anyone can point me in the right direction or provide some examples I'd be very grateful. A previous colleague completed this work using ArcPY, and I'm doing my best to re-write the code in open-source. Thanks! |
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vincent.sarago@...
On Wed, Jul 3, 2019 at 06:52 AM, James David Smith wrote:
g. If anyone can point me in the right direction or provide some examples I'd be very grateful. A previous colleague completed this work using ArcPY, and I'm doing my best to re-write the code in open-source. Thanks!Hi James, Rasterio has a cli command called `merge` (`rio merge`) which is the equivalent of `gdal_merge.py` with rasterio. If you are looking for a way to do it within python you can check https://github.com/mapbox/rasterio/blob/master/rasterio/rio/merge.py Vincent |
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James David Smith
Hi Vincent,
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Thanks for the reply. I looked at merge ( https://rasterio.readthedocs.io/en/stable/api/rasterio.merge.html ), but was a bit confused about what to do for the bounds. The documentation says: "Geospatial bounds and resolution of a new output file in the units of the input file coordinate reference system may be provided and are otherwise taken from the first input file." So in my example, the bounds would be set from raster_one . What I actually need to do is set the bounds as the min_x of all 3 rasters, the min_y of all 3 rasters, the max_x of all 3 rasters, and the max_y of all 3 rasters. I couldn't figure out how to do that. Thanks, James On Fri, 5 Jul 2019 at 17:06, <vincent.sarago@...> wrote:
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vincent.sarago@...
It seems the docs it wrong, looking at the code it take the max extent of all the dataset https://github.com/mapbox/rasterio/blob/b9f34ee559039239c7c0c97bd911b466701a39cd/rasterio/merge.py#L77-L92
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James David Smith
Oh right. Well that sounds promising then. So for a set of single band
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geotiffs, would I be doing something like this .... ? file_one = rasterio.open('raster_one.tif', 'r') file_two = rasterio.open('raster_two.tif', 'r') file_three = rasterio.open('raster_three.tif', 'r') new_raster = rasterio.merge.merge([file_one, file_two, file_three], indexes=1) Thanks again, James On Fri, 5 Jul 2019 at 17:33, <vincent.sarago@...> wrote:
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