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
Installation
Once the first release is available, install via:
pip install pysoilmapUsage
TBD
1 maintainer
Metadata
1 maintainer
Release files for pysoilmap 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pysoilmap-0.1.0.tar.gz | 8.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pysoilmap-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 16.0 kB
Release files / pysoilmap-0.1.0.tar.gz
| Download URL | pysoilmap-0.1.0.tar.gz |
|---|---|
| Size | 8.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/3.4.1 importlib_metadata/3.10.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.9
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Release files / pysoilmap-0.1.0-py3-none-any.whl
| Download URL | pysoilmap-0.1.0-py3-none-any.whl |
|---|---|
| Size | 7.9 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.4.1 importlib_metadata/3.10.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.9
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