A general framework for monitoring and diagnosing earth surface anomaly in remote sensing images that integrates multi-dimensional features and hierarchical strategies

SONG Junying; ZHU Xiufang; TANG Mingxiu; XIAO Chang

doi:10.11834/jrs.20266064

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A general framework for monitoring and diagnosing earth surface anomaly in remote sensing images that integrates multi-dimensional features and hierarchical strategies
“A hierarchical remote sensing surface anomaly detection and diagnosis framework that integrates multidimensional features has been established, with a three-level progressive processing flow of "quick judgment fine judgment detailed diagnosis" for anomalies. This provides a solution to the problem of diverse types of surface anomalies, significant spatial scale differences, and incomplete prior information, laying the foundation for the construction of remote sensing anomaly monitoring system.”
- role：First author第一作者
- Affiliation：
  State Key Laboratory of Remote Sensing and Digital Earth, Beijing Normal University, Beijing 100875, China
  Environmental Change and Natural Disaster, Ministry of Education, Beijing Normal University, Beijing 100875, China
- Email：songjy@mail.bnu.edu.cn
- Introduction：宋骏楹，研究方向为遥感应用。E-mail：songjy@mail.bnu.edu.cn
SONG Junying
12 * ,
- role：Corresponding author通信作者
- Affiliation：
  State Key Laboratory of Remote Sensing and Digital Earth, Beijing Normal University, Beijing 100875, China
  Environmental Change and Natural Disaster, Ministry of Education, Beijing Normal University, Beijing 100875, China
  Institute of Remote Sensing Science and Engineering, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China
- Email：zhuxiufang@bnu.edu.cn
- Introduction：朱秀芳，主要从事遥感应用研究。E-mail：zhuxiufang@bnu.edu.cn
ZHU Xiufang
123 * ,
- Affiliation：
  State Key Laboratory of Remote Sensing and Digital Earth, Beijing Normal University, Beijing 100875, China
  Environmental Change and Natural Disaster, Ministry of Education, Beijing Normal University, Beijing 100875, China
TANG Mingxiu
12 * ,
- Affiliation：
  State Key Laboratory of Remote Sensing and Digital Earth, Beijing Normal University, Beijing 100875, China
  Environmental Change and Natural Disaster, Ministry of Education, Beijing Normal University, Beijing 100875, China
XIAO Chang
12 *
Pages: 1-22(2026)
DOI：10.11834/jrs.20266064
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A general framework for monitoring and diagnosing earth surface anomaly in remote sensing images that integrates multi-dimensional features and hierarchical strategies

SONG Junying

ZHU Xiufang

TANG Mingxiu

XIAO Chang

DOI：10.11834/jrs.20266064

AI Introduction

Full Text(HTML)

Figs( 12 ) Tabs( 6 )

References

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