Author

Roman Shults

2 papers indexed here

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Open access Oct 2026

A Comparison of Machine Learning and Deep Learning Architectures with Explainable AI for Mapping Land Cover Using Sentinel-2 Satellite Data

Rapid and unplanned urbanization in South Asian cities such as Lahore, Pakistan has produced fragmented urban-agricultural landscapes in which spectral signatures of various land cover and land use (LCLU) classes overlap, degrading the performance of conventional pixel-based machine learning classifiers. This study pre...

Muhammad Salman Younas, Muhammad Usman, Muhammad Ali et al. · Geomatics · 0 citations

Open access Aug 2026

An Integrated Geospatial Framework for Geological and Remote Sensing Analysis in Rare Metal Exploration: Eastern Kazakhstan

Rare metal exploration increasingly relies on the integration of heterogeneous geological datasets and advanced analytical methods to improve the efficiency and reliability of mineral prospecting. This study presents the development of a web-based Geographic Information System, Geospatial Information System for Optimiz...

Yerkebulan Bekishev, М. Е. Рахымбердина, Eugene Levin et al. · Géosciences · 0 citations