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Identification and mapping of gully using machine learning and deep learning algorithms in the loess hilly and gully region in China

Boyang Liu Ziyan Yuan Jialong Guo Shufang Wu Hao Feng Chongfeng Bu Kadambot H.M.Siddique

国际水土保持研究(英文)Issue(2):124-139,16.
国际水土保持研究(英文)Issue(2):124-139,16.DOI:10.1016/j.iswcr.2025.10.003

Identification and mapping of gully using machine learning and deep learning algorithms in the loess hilly and gully region in China

Identification and mapping of gully using machine learning and deep learning algorithms in the loess hilly and gully region in China

Boyang Liu 1Ziyan Yuan 1Jialong Guo 1Shufang Wu 1Hao Feng 2Chongfeng Bu 3Kadambot H.M.Siddique4

作者信息

  • 1. Key Laboratory of Agricultural Soil and Water Engineering in Arid and Semiarid Areas,Ministry of Education,Northwest A & F University,Yangling 712100,China||Institute of Water Saving Agriculture in Arid Areas of China,Northwest A & F University,Yangling 712100,China
  • 2. State Key Laboratory of Soil and Water Conservation and Desertification Control,College of Soil and Water Conservation Sciences and Engineering(Institute of Soil and Water Conservation),Northwest A&F University,Yangling 712100,China
  • 3. Institute of Soil and Water Conservation,CAS & MWR,Yangling 712100,China
  • 4. The UWA Institute of Agriculture and School of Agriculture & Environment,The University of Western Australia,Perth,WA 6001,Australia
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摘要

关键词

Gully detection/High-resolution imagery/Vision transformer/Convolutional neural networks/Loess plateau

Key words

Gully detection/High-resolution imagery/Vision transformer/Convolutional neural networks/Loess plateau

引用本文复制引用

Boyang Liu,Ziyan Yuan,Jialong Guo,Shufang Wu,Hao Feng,Chongfeng Bu,Kadambot H.M.Siddique..Identification and mapping of gully using machine learning and deep learning algorithms in the loess hilly and gully region in China[J].国际水土保持研究(英文),2026,(2):124-139,16.

国际水土保持研究(英文)

2095-6339

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