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Author

E. Kravchenko

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Aug 2026

Interpretable geospatial machine learning for seasonal land surface temperature prediction using multi-source earth observation data

An interpretable machine learning framework to predict seasonal MODIS clear-sky daytime LST across Rostov Oblast, Russia, using multi-source Earth observation data from 2015 to 2024 provides a spatially explicit and interpretable approach for seasonal clear-sky daytime LST prediction in understudied temperate continent...

B. B. Thien, Tatiana Minkina, S. Sushkova et al. · 1 citation
Review Aug 2026

Green technologies for soil remediation: a systematic review

Heavy metals, petroleum hydrocarbons, microplastics, and pesticides exhibit mutagenic, carcinogenic, immunotoxic, and teratogenic properties, leading to significant changes in the soil’s physical, chemical, and microbiological characteristics. This poses a substantial threat to overall ecosystem health. Consequently, a...

E. Kravchenko, Zi-Long Li, Tatiana Minkina et al. · 0 citations

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