Susceptibility Mapping of Soil Water Erosion Using Machine Learning Models

Susceptibility Mapping of Soil Water Erosion Using Machine Learning Models

Soil erosion is a serious threat to sustainable agriculture, food production, and environmental security. The advancement of accurate models for soil erosion susceptibility and hazard assessment is of utmost importance for enhancing mitigation policies and laws. This paper proposes novel machine lea...

Full description

Bibliographic Details
Main Authors: Amirhosein Mosavi, Farzaneh Sajedi-Hosseini, Bahram Choubin, Fereshteh Taromideh, Gholamreza Rahi, Adrienn A. Dineva
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Water
Subjects:
water erosion
susceptibility
Gaussian process
climate change
radial basis function kernel
weighted subspace random forest
Online Access:https://www.mdpi.com/2073-4441/12/7/1995

Internet

https://www.mdpi.com/2073-4441/12/7/1995

Similar Items