Reconstruction of root zone soil moisture according to the data from passive microwave radiometer and machine learning in the arid steppe region of Southern Western Siberia

Our study focuses on reconstruction root zone soil moisture (RZSM) in the Kulunda plain, a representative dry steppe area in southern Western Siberia, using remote sensing data (RSD) and machine learning techniques. We employed modern machine learning methods with soil surface layer moisture data fr...

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Bibliographic Details
Main Authors: Andrei A. Bondarovich, Egor Yu. Mordvin, Nikita M. Pochyomin, Anatoly A. Lagutin
Format: Article
Language:English
Published: Altai State University 2023-11-01
Series:Acta Biologica Sibirica
Online Access:http://journal.asu.ru/biol/article/view/13907