salt-lakes

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paulinelemenkova / grass-gis-salt-lakes-algeria

GRASS GIS shell scripts for per-year maximum-likelihood classification of a Landsat 8-9 OLI/TIRS series (2014-2022) monitoring the ephemeral salt lakes of Chotts Melrhir and Merouane, Algeria (i.cluster, i.maxlik, r.kappa). Figures for Lemenkova, Applied System Innovation 2023, 6(4):61.

image-processing landsat remote-sensing shell-script algeria time-series-analysis grass-gis k-means-clustering change-detection accuracy-assessment land-cover-classification maximum-likelihood-classification kappa-coefficient salt-lakes chotts

Updated Sep 13, 2026
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paulinelemenkova / grass-image-classification-algeria

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LaTeX source for the article 'A GRASS GIS Scripting Framework for Monitoring Changes in the Ephemeral Salt Lakes of Chotts Melrhir and Merouane, Algeria' (Lemenkova, Applied System Innovation 2023, 6(4):61).

image-processing landsat remote-sensing image-segmentation algeria time-series-analysis grass-gis chi-square-test k-means-clustering change-detection unsupervised-classification maximum-likelihood-classification scripting-workflow salt-lakes

Updated Sep 13, 2026
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paulinelemenkova / GRASS-GIS-Tunisia

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GRASS GIS shell scripts monitoring seasonal land-cover fluctuations of saline lakes in northern Tunisia (Gulf of Hammamet and Gulf of Gabes) from a seasonal Landsat 8-9 OLI/TIRS series (2017, 2023) using k-means clustering, i.maxlik classification and r.kappa accuracy. Figures for Lemenkova, Land 2023, 12(11):1995.

image-processing landsat remote-sensing time-series-analysis grass-gis tunisia k-means-clustering change-detection accuracy-assessment land-cover-classification lake-monitoring supervised-classification unsupervised-classification maximum-likelihood-classification kappa-coefficient salt-lakes

Updated Sep 14, 2026
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paulinelemenkova / grass-landcover-classification-tunisia

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LaTeX source for the article 'Monitoring Seasonal Fluctuations in Saline Lakes of Tunisia Using Earth Observation Data Processed by GRASS GIS' (Lemenkova, Land 2023, 12(11):1995).

image-processing landsat remote-sensing time-series-analysis grass-gis tunisia k-means-clustering change-detection accuracy-assessment land-cover-classification unsupervised-classification maximum-likelihood-classification scripting-workflow salt-lakes

Updated Sep 14, 2026
TeX

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