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
Description: 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
        
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
Provides-Extra: dev
Provides-Extra: doc
