pysoilmap 0.1.0

Tools for performing Digital Soil Mapping (DSM) with python.

Tools for performing Digital Soil Mapping (DSM) with python.

This project aims to provide a high-level user interface and examples for common tasks related to DSM, accessible through a command line interface or python APIs. The actual legwork is done by established libraries for numerical computations, machine-learning, image-processing, geostatistics, projections, geometries, file-formats, etc. Customized solutions are implemented where needed or more convenient.

Features

This project has just been initiated, there are no(t many) features yet.

Features so far:

• (none)

Roadmap

In the future, we plan on working the following features:

• common interface for several machine learning models for linear regression, kriging, regression-kriging, random forests, …

• computation of several topographic covariates from DEM (curvatures, slope, aspect, radiation angle, …)

• plotting of raster and vector data

• reprojection, resampling

• sampling points from vector datasets

• custom non-stationary GP kernels for DSM

• algorithms for experimental design (DOE)

• 3D terrain survey

• …?

Links

• Documentation

• Releases

• Source Code

• License

• Tests

Installation

Once the first release is available, install via:

pip install pysoilmap

Usage

TBD