renanxcortes/tobler_deprecated

areal interpolation and change of support

tobler: a library for spatial 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