Questions tagged [downscaling]

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Upscaling Raster Data in Python

Edit Solved Thank you to user2856 for helping me crack this. For anyone looking to solve this in future hopefully this is helpful. import geopandas as gpd import rasterio as rio from rasterio import ...
1
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1answer
29 views

Statistical downscale of raster with sum function

Usually raster dowscaling methods exploit interpolation techniques. However, I am not sure how to proceed (in R, QGIS, GEE, or Python) if a raster needs to be downscaled (=i.e. its resolution ...
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0answers
86 views

Linear spatial regression of Sentinel-2 products?

I would like to run a spatial regression to refine the spatial resolution of Sentinel-2 20 m bands by using the 10 m 8A band. So the idea is to have Bands at 20 m as dependent variables and band 8 A ...
2
votes
0answers
85 views

Spatial Downscaling of global temperature in R?

I am interested in spatial downscaling of global temperature to grid cell. What I have is a vector of future annual global temperature values which I would like to downscale to (hopefully) 0.5°. ...
3
votes
1answer
132 views

What is a valid way of calculating (bioclimatic) variables from climate data in terms of downscaling?

I have average monthly values of minimum and maximum temperature and precipitation and I want to calculate the bioclimatic variables analogue to WorldClim. I also do statistical downscaling with ...