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paulinelemenkova / grass-ml-landcover-apennines-italy

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GRASS GIS shell scripts for machine-learning land-cover classification of a seasonal Landsat 8-9 OLI/TIRS series (spring/autumn, 2018-2023) over the Central Apennines, Italy (i.group, i.cluster, i.maxlik) with clustering reports. Figures for Lemenkova, J. Imaging 2025, 11(5):153.

machine-learning image-processing landsat remote-sensing shell-script italy time-series-analysis grass-gis k-means-clustering change-detection seasonal-analysis land-cover-classification supervised-classification unsupervised-classification maximum-likelihood-classification apennines
  • Updated Sep 13, 2026
  • Shell

paulinelemenkova / ml-landcover-classification-apennines

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LaTeX source for the article 'Machine Learning Algorithms of Remote Sensing Data Processing for Mapping Changes in Land Cover Types over Central Apennines, Italy' (Lemenkova, J. Imaging 2025, 11(5):153).

machine-learning random-forest scikit-learn landsat remote-sensing support-vector-machine decision-tree grass-gis multilayer-perceptron change-detection land-cover-classification supervised-classification maximum-likelihood-classification apennines
  • Updated Sep 12, 2026
  • TeX

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