Application of Deep Learning in Land Use Classification for Soil Erosion Using Remote Sensing

China is suffering from serious soil and water loss due to improper land use, leading to flood and drought disasters, and industrial and agricultural reduction. The commonly used monitoring methods of soil and water loss rely on the visual interpretation of remote sensing images, which is time-consu...

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Main Authors: Lihong Wan, Shihua Li, Yao Chen, Ze He, Yanli Shi
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-04-01
Colecção:Frontiers in Earth Science
Assuntos:
deep learning
soil erosion
land use classification
dynamic monitoring
semantic segmentation
Acesso em linha:https://www.frontiersin.org/articles/10.3389/feart.2022.849531/full
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