A Hybrid CNN-Transformer Architecture for Gully Erosion Extraction in Northeast China Using High-Resolution Images

The black soil region of Northeast China is undergoing severe gully erosion, resulting in progressive soil degradation and posing a significant threat to regional food production security. Accurate gully identification is essential for effective soil management and for mitigating associated environm...

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Xehetasun bibliografikoak

Egile Nagusiak:	Ying Liu, Huilong Zhou, Bingxue Zhu, Yanru Wen, Kaishan Song
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	IEEE 2026-01-01
Saila:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Gaiak:	CNN-transformer fusion deep learning gully erosion gully extraction high-resolution imagery
Sarrera elektronikoa:	https://ieeexplore.ieee.org/document/11508127/
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