Terrain-informed indicators for gully erosion in the sensitive ecological zones of loess plateau via flow algorithms and deep learning

Study region: Sensitive ecological zones, Loess Plateau, China Study focus: We develop a terrain-informed workflow that fuses an improved flow-direction scheme with a lightweight semantic-segmentation network (ICGNet) to map runoff pathways and gully channels from high-resolution digital elevation m...

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Detalles Bibliográficos

Principais autores:	Yuhang Liu, Xiangtian Xu, Jiwei Wang, Xuebing Hu, Jianrong Liu, Jiaxuan Liu, Rongyan Gao
Formato:	Artigo
Idioma:	Inglês
Publicado:	Elsevier 2026-02-01
Series:	Journal of Hydrology: Regional Studies
Assuntos:	Soil gully erosion Terrain-informed ecological indicators Flow-direction algorithm Hydrologic modeling Semantic segmentation model Loess plateau
Acceso en liña:	http://www.sciencedirect.com/science/article/pii/S2214581825008833
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