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Title: SAMT2 V2.0

Type Software Wieland, Ralf, Groth, Karin (2016): SAMT2 V2.0. Zenodo. Software. https://zenodo.org/record/18868

Authors: Wieland, Ralf (ZALF) ; Groth, Karin (ZALF) ;

Links

Summary

SAMT2 and SAMT2FUZZY are Python2/Cython module for "Spatial Analysis and Modeling".

samt2.py relies on Cython and gcc which should be installed

SAMT2 is a toolbox, written in Cython (will be comiled to a grid.so) wich can be used to do some spatial operations.

SAMT2 can: define a grid (matrix with geographical location) IO: read/write ASCII-Grids from ARCGIS, load and store grids in a HDF Create Random Grids, Access to data in a grid, Visualize grids (bw, color, 3D, ...) Statistics: mean, std, info, ... Simple and complex grid operations Kernel techniques, Floodfill algorithm, Add and Mul with other grids, Point operations, ...

The main idea of SAMT2 is to apply spatial data to fuzzy models, SVMs and other. It uses a lot of open source libraries and is itself open source. SAMT2 is the basis library and contains a fuzzy toolbox, has a graphical user interface including a help. The graphical user interface is now included in the github repository for samt2 and fuzzy. Please read the INSTALL.txt for installation.

It is quite handy for my applications and I hope it will be useful for other.

In an Python program samt2.py can be used with:

import grid as samt2

this is even possible for an ipython notebook, please test the examples.

More information

  • DOI: 10.5281/zenodo.18868

Subjects

  • SAMT, Fuzzy, SVM, GIS

Dates

  • Publication date: 2016
  • Issued: March 04, 2016

Notes

Other: {"references": ["Ralf Wieland, Karin Groth, Felix Linde, Wilfried Mirschel, Spatial Analysis and Modeling Tool Version 2 (SAMT2), a spatial modeling tool kit written in Python, Ecological Informatics, Volume 30, November 2015, Pages 1-5, ISSN 1574-9541, http://dx.doi.org/10.1016/j.ecoinf.2015.08.002.(http://www.sciencedirect.com/science/article/pii/S1574954115001181)"]}

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electronic resource

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