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    • Rapid discovery and diagnosis of sudden-onset earth’s surface anomalies from single-image remote sensing interpretation

    • “The research team proposed the G2P-ESA integrated framework for "discovery diagnosis" of single scene surface anomalies generated by graph driven prompts, and established a multi category surface anomaly benchmark dataset MESA, providing a solution for disaster emergency response and on-board intelligent processing.”
      • role：First author第一作者
      • Affiliation：

        School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China

      • Email：gaozhinus@gmail.com
      • Introduction：高智，研究方向为计算机视觉、机器学习和遥感影像智能解译。E-mail： gaozhinus@gmail.com

      GAO Zhi

      1,
      • Affiliation：

        School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China

      ZHANG Yu

      1,
      • role：Corresponding author通信作者
      • Affiliation：

        School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China

      • Email：cbachen1997@whu.edu.cn
      • Introduction：陈泊安，研究方向为遥感影像智能处理、图神经网络。E-mail： cbachen1997@whu.edu.cn

      CHEN Boan

      1 * ,
      • Affiliation：

        Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China

      WANG Qiao

      2
    • Pages: 1-18(2026)  

    • DOI：10.11834/jrs.20266108    

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