Research on Intelligent Identification Methods for Debris Flows Based on Seismic Signals

马宇旋; 王东坡; 乔志甜; 陈辉; 欧阳朝军; 闫帅星

doi:10.12454/j.jsuese.202500804

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Research on Intelligent Identification Methods for Debris Flows Based on Seismic Signals

更新时间：2026-01-23

- Research on Intelligent Identification Methods for Debris Flows Based on Seismic Signals
- “In the field of geological hazard warning, researchers have proposed an improved MobileNetV4 model that integrates CBAM attention mechanism, effectively improving the intelligent recognition performance of debris flows and providing a feasible technical path for debris flow monitoring and warning.”
- Advanced Engineering Sciences Pages: 1-13(2026)
- 作者机构：
  
  1.成都理工大学地质灾害防治与地质环境保护全国重点实验室，成都 610059
  2.数学地质四川省重点实验室（成都理工大学），成都 610059
  3.成都理工大学数学科学学院，成都 610059
  4.成都理工大学生态环境学院，成都 610059
  5.中国科学院水利部成都山地灾害与环境研究所，成都 610213
- 作者简介：
- 基金信息：
- DOI：10.12454/j.jsuese.202500804
  CLC： TP183
- Published Online：23 January 2026，
- 稿件说明：
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.Research on Intelligent Identification Methods for Debris Flows Based on Seismic Signals[J].Advanced Engineering Sciences,

.Research on Intelligent Identification Methods for Debris Flows Based on Seismic Signals[J].Advanced Engineering Sciences,
.Research on Intelligent Identification Methods for Debris Flows Based on Seismic Signals[J].Advanced Engineering Sciences, DOI：10.12454/j.jsuese.202500804.XXXX,XX(XX):1‒13.马宇旋,王东坡,乔志甜等.基于地震信号的泥石流智能识别方法研究[J].工程科学与技术,

.Research on Intelligent Identification Methods for Debris Flows Based on Seismic Signals[J].Advanced Engineering Sciences, DOI：10.12454/j.jsuese.202500804.

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Research on Intelligent Identification Methods for Debris Flows Based on Seismic Signals

DOI：10.12454/j.jsuese.202500804