Research on dust detection method using U-Net with Spatial-Spectral Attention mechanism： A case study based on FY-4A satellite data

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Research on dust detection method using U-Net with Spatial-Spectral Attention mechanism： A case study based on FY-4A satellite data
“Based on the domestically produced FY-4A satellite AGRI observation data, a SSA UNet dust detection model integrating spatial spectral attention mechanism is proposed, with an overall accuracy of 99.46%, providing technical reference for dust monitoring.”
- role：First author第一作者
- Affiliation：
  School of Geography and Planning, Ningxia University, Yinchuan 750021, China
  Ningxia Yuxing Shuchen Aerospace Technology Co., Ltd., Zhongwei 755000, China
- Email：fengzixian@emposat.com
- Introduction：冯自贤，研究方向为沙尘遥感监测。E-mail： fengzixian@emposat.com
FENG Zixian
12 * ,
- role：Corresponding author通信作者
- Affiliation：
  School of Geography and Planning, Ningxia University, Yinchuan 750021, China
- Email：shelu_whu@nux.edu.cn
- Introduction：佘璐，研究方向为大气环境遥感。E-mail： shelu_whu@nux.edu.cn
SHE Lu
1 * ,
- Affiliation：
  School of Geography and Planning, Ningxia University, Yinchuan 750021, China
YANG Junming
1 * ,
- Affiliation：
  School of Geography and Planning, Ningxia University, Yinchuan 750021, China
YAN Chen
1 * ,
- Affiliation：
  School of Geography and Planning, Ningxia University, Yinchuan 750021, China
ZHAO Honghong
1 *
Vol. 30, Issue 9, Pages: 2609-2624(2026)
DOI：10.11834/jrs.20265463
Accepted：

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