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Ⅱ类水体悬移质泥沙含量遥感反演综述

杨佳,范建容,张茜彧,于江,朱昕   

  • 出版日期:2019-06-28 发布日期:2019-06-28

Review of suspended sediment content recognition in case II waters by remote sensing

YANG Jia,FAN Jianrong,ZHANG Xiyu,YU Jiang,ZHU Xin   

  • Online:2019-06-28 Published:2019-06-28

摘要: 悬移质泥沙是水环境的重要参数之一,其含量的变化对流域生态环境有着多方面的影响。传统研究方法能够实现悬移质泥含量的精确分析,但存在布点有限、时效不足等问题,而遥感技术可弥补传统研究方法的不足,实现大面积水域的同步观测。基于悬移质泥沙含量遥感反演的4类模型:物理模型、半分析模型、经验模型、人工智能算法模型,总结了Ⅱ类水体悬移质泥沙含量遥感反演的研究进展,探讨了反演研究中存在的离水辐亮度提取难度大、混合像元不易分解等问题,并针对我国内陆山区河流,提出山区Ⅱ类水体悬移质泥沙含量遥感反演发展面临的关键问题。

关键词: Ⅱ类水体, 悬移质泥沙, 卫星遥感, 反演模型, 内陆山区河流

Abstract: Suspended sediment is one of the important parameters of water environment, and the change of suspended sediment in water has many effects on the basin ecological environment. Traditional research methods can realize accurate analysis of suspended sludge content, but there are still problems such as limited test points distribution and insufficient timeliness. Remote sensing technology can make up for the shortage of traditional research methods and achieve synchronous observation in large water areas. Based on four commonly used models in remote sensing inversion of suspended sediment concentration: physical model, semi-analytical model, empirical model, artificial intelligence algorithm model, the suspended sediment content in case II waters by remote sensing inversion was summarized. And the problems of remote radiance extraction, mixed-pixel decomposition and other issues in remote sensing inversion were discussed. Aiming at the inland mountainous rivers in China, this paper puts forward the key problems in the development of remote sensing inversion of suspended sediments of case II waters in mountainous rivers.

Key words: case II waters, suspended sediment, satellite remote sensing, inversion model, inland mountainous rivers