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SoilmoistureML

This repository contains the Jupyter Notebooks with the scripts used in the publication:

  • Title: Temporal and geographic extrapolation of soil moisture using machine learning algorithms
  • Authors: Efthymios Chrysanthopoulos, Andreas Kallioras
  • Journal: CATENA, Elsevier
  • DOI: https://doi.org/10.1016/j.catena.2025.109156

Cite as: Chrysanthopoulos, E., Kallioras, A.(2025). Temporal and geographic extrapolation of soil moisture using machine learning algorithms. CATENA, 257, 109156. https://doi.org/10.1016/j.catena.2025.109156

The source code for Normalized Mutual Information has been retrieved from: https://github.com/mikesaint-antoine/Comp_Bio_Tutorials.git

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This repository contains the Jupyter Notebooks with the scripts used in the publication "Temporal and geographic extrapolation of soil moisture using machine learning algorithms."

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