High-Resolution Mapping and Assessment of Salt-Affectedness on Arable Lands by the Combination of Ensemble Learning and Multivariate Geostatistics

High-Resolution Mapping and Assessment of Salt-Affectedness on Arable Lands by the Combination of Ensemble Learning and Multivariate Geostatistics

Soil salinization is one of the main threats to soils worldwide, which has serious impacts on soil functions. Our objective was to map and assess salt-affectedness on arable land (0.85 km<sup>2</sup>) in Hungary, with high spatial resolution, using a combination of ensemble machine learn...

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Bibliographic Details
Main Authors: Fatemeh Hateffard, Kitti Balog, Tibor Tóth, János Mészáros, Mátyás Árvai, Zsófia Adrienn Kovács, Nóra Szűcs-Vásárhelyi, Sándor Koós, Péter László, Tibor József Novák, László Pásztor, Gábor Szatmári
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Agronomy
Subjects:
salt-affected soils
digital soil mapping
ensemble modelling
geostatistics
uncertainty assessment
satellite remote sensing
Online Access:https://www.mdpi.com/2073-4395/12/8/1858

Internet

https://www.mdpi.com/2073-4395/12/8/1858

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