TOBLER: Areal Interpolation
Project description
tobler: a library for areal interpolation in Python
Easily perform area interpolation for different set of set of polygons:
Perform enhanced interpolation using raster image files from satellites:
Functionalities
In tobler you can execute:
-
areal interpolation for intensive and extensive variables
- overlay
- binning
-
use raster files to improve interpolation of variables'
- areal interpolation assuming only specific land types
- regression using vectorized version
- regression leveraged by scanlines to perform interpolation
-
harmonize different set of unmatching polygons with different methods
Installation
$ conda env create -f environment.yml
$ conda activate tobler
$ python setup.py develop
Roadmap
- TODO r-tree or binning for indexing and table generation
- TODO allow for weights parameter
- TODO hybrid harmonization
- TODO union harmonization
- TODO nlcd auxiliary regressions
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