Remote sensing and machine learning algorithms to predict soil salinity in southern Kazakhstan

Abstract Salinization and land degradation are significant challenges in the southern regions of Kazakhstan. These issues arise due to climate change, unequal water resource distribution, and human impact. The primary concern revolves around water resources, which are influenced by the area’s trans...

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Hlavní autoři:	Yedilkhan Amirgaliyev, Ravil Mukhamediev, Timur Merembayev, Yan Kuchin, Aisulyu Ataniyazova, Perizat Omarova
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Springer 2024-10-01
Edice:	Discover Sustainability
Témata:	Soil salinity Machine learning Decision tree LightGBM Ridge linear regression Synthetic aperture radar
On-line přístup:	https://doi.org/10.1007/s43621-024-00594-8
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