Metadata-Version: 2.1
Name: pysoilmap
Version: 0.1.0
Summary: Tools for performing Digital Soil Mapping (DSM) with python.
Home-page: https://github.com/pysoilmap/pysoilmap
Author: Thomas Gläßle
Author-email: thomas@coldfix.de
License: UNKNOWN
Keywords: DSM,GIS,soil,topography,machine learning,kriging
Platform: UNKNOWN
Classifier: Development Status :: 1 - Planning
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: GIS
Requires-Python: >=3.7
Description-Content-Type: text/x-rst
Requires-Dist: click
Requires-Dist: geopandas
Requires-Dist: pygeos
Requires-Dist: shapely
Provides-Extra: dev
Requires-Dist: flake8 ; extra == 'dev'
Requires-Dist: pytest ; extra == 'dev'
Requires-Dist: twine ; extra == 'dev'
Provides-Extra: doc
Requires-Dist: sphinx ; extra == 'doc'
Requires-Dist: sphinx-automodapi ; extra == 'doc'
Requires-Dist: sphinx-autodoc-typehints ; extra == 'doc'
Requires-Dist: sphinx-click ; extra == 'doc'

pysoilmap
=========

|Version| |License| |Docs| |Tests|

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_

.. _Documentation: https://pysoilmap.readthedocs.io/en/latest/
.. _Releases: https://pypi.python.org/pypi/pysoilmap
.. _Tests: https://github.com/pysoilmap/pysoilmap/actions/workflows/main.yml
.. _Source Code: https://github.com/pysoilmap/pysoilmap
.. _License: https://github.com/pysoilmap/pysoilmap/blob/master/UNLICENSE


Installation
~~~~~~~~~~~~

Once the first release is available, install via:

.. code-block:: python

    pip install pysoilmap


Usage
~~~~~

TBD



.. Badges:

.. |Version| image::    https://img.shields.io/pypi/v/pysoilmap.svg
   :target:             https://pypi.python.org/pypi/pysoilmap
   :alt:                Latest Release

.. |License| image::    https://img.shields.io/pypi/l/pysoilmap.svg
   :target:             https://github.com/pysoilmap/pysoilmap/blob/master/UNLICENSE
   :alt:                License: Unlicense

.. |Docs| image::       https://readthedocs.org/projects/pysoilmap/badge/?version=latest
   :target:             https://pysoilmap.readthedocs.io/en/latest/?badge=latest
   :alt:                Documentation

.. |Tests| image::      https://github.com/pysoilmap/pysoilmap/actions/workflows/main.yml/badge.svg
   :target:             https://github.com/pysoilmap/pysoilmap/actions/workflows/main.yml
   :alt:                Test status


