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Preprocessor for the Natural Capital Project's RIOS software package

Project description

Homepages

Visit the Viridian Logic homepage at viridianlogic.com

Visit the home of RIOS on the web at naturalcapitalproject.org

Discuss

Talk to us at Viridian Logic through our website

Looking for a place to ask questions about RIOS? Check out the Natural Capital Project forums!

Documentation

rios_preprocessor is meant as a replacement for the ArcGIS python code that currently produces the inputs for the main RIOS program.

rios_preprocessor produces rasters of:

  • Downslope retention index
  • Upslope source
  • Riparian index
  • Slope index

that are used as input for the following RIOS objectives:

  • Erosion Control
  • Nitrogen Retention
  • Phosphorus
  • Flood Mitigation
  • Groundwater Recharge/Baseflow

Along the way, there are some additional tricks rios_preprocessor uses that may be useful in other contexts:

  • rasterizes an input shapefile river network and matches it to a (raster) DEM/DTM
  • identifies discontinuous river banks along a rasterized river
  • identifies the end points of rasterized rivers

Dependencies

  • numpy
  • pandas
  • geopandas
  • fiona
  • rasterio > 0.36
  • shapely
  • pygeoprocessing ~= 0.3.3

Installation

pip install rios_preprocessor

Changelog

Version 0.2.0

  • Refactored and modularised code for increased usability
  • Raster projection checks added
  • Set deprecation warning for get_objectives_list
  • Minor bug fixes

Version 0.1.9

  • Fixed upslope source and riparian index getting affected by integer bug

Version 0.1.8

  • Deprecated GDAL style transforms in line with rasterio > 0.36
  • Set upper limit on pygeoprocessing to retain flow algorithms
  • Minor bug fixes

Version 0.1.7

  • Minor bug fixes

Version 0.1.6

  • Implemented logging
  • PEP8 fixes

Version 0.1.5

  • Python 3 style print statement fixing
  • Cleaned up documentation

Project details


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