Hyperspectral Characteristics and Quantitative Remote Sensing Inversion of Gravel Grain Size in the North Tibetan Plateau
Kong Bo2,3; Yu Huang2; Song Wu-jie1,2; Hou Yu-ting2; Xiang Qing2
刊名SPECTROSCOPY AND SPECTRAL ANALYSIS
2023-08-01
卷号43期号:8页码:2381-2390
关键词Northern Tibetan plateau Gravel grain size Hyperspectral remote sensing Inversion Desertification
ISSN号1000-0593
DOI10.3964/j.issn.1000-0593(2023)08-2381-10
英文摘要

As grassland degradation and desertification are becoming more serious in the northern Tibetan plateau, estimating gravel grain size is important for desertification evaluation and dynamic monitoring. Based on hyperspectral remote sensing technology, this paper combines ground survey, GPS positioning, gravel spectroscopy and gravel grain size determination, preferably selecting the waveband with the highest correlation with gravel grain size, and establishes a linear fitting model between gravel grain size and sensitive waveband, and extracts the spatial distribution characteristics of gravel grain size in the experimental area using hyperspectral images of HMS-5. The results show that: the bands with better correlation are at 369. 9, 371. 5 and 910. 5 nm, where the first-order derivative at 910. 5 nm has the best fitting effect with gravel grain diameter (R-2 0. 738); the fitting comparison of different spectral absorption parameters with gravel grain diameter, the fitting accuracy of the fitted regression model established by the absorption area near 2 340 nm and the gravel grain diameter is The fitting accuracy of the fitted regression model is relatively high (R-2 =0. 728); in the inversion of gravel grain size by spatial remote sensing, the accuracy reaches 70%, as well as briefly analyzing the spatial distribution characteristics of gravel grain size, which provides a reference basis for the desertification analysis of the northern Tibetan plateau.

WOS关键词REFLECTANCE
WOS研究方向Spectroscopy
语种英语
出版者OFFICE SPECTROSCOPY & SPECTRAL ANALYSIS
WOS记录号WOS:001054445900009
内容类型期刊论文
源URL[http://ir.imde.ac.cn/handle/131551/57601]  
专题成都山地灾害与环境研究所_数字山地与遥感应用中心
通讯作者Yu Huang
作者单位1.Unit 61287 PLA, Chengdu 610036, Peoples R China
2.Chengdu Univ Technol, Sch Earth Sci, Chengdu 610059, Peoples R China
3.Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
推荐引用方式
GB/T 7714
Kong Bo,Yu Huang,Song Wu-jie,et al. Hyperspectral Characteristics and Quantitative Remote Sensing Inversion of Gravel Grain Size in the North Tibetan Plateau[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS,2023,43(8):2381-2390.
APA Kong Bo,Yu Huang,Song Wu-jie,Hou Yu-ting,&Xiang Qing.(2023).Hyperspectral Characteristics and Quantitative Remote Sensing Inversion of Gravel Grain Size in the North Tibetan Plateau.SPECTROSCOPY AND SPECTRAL ANALYSIS,43(8),2381-2390.
MLA Kong Bo,et al."Hyperspectral Characteristics and Quantitative Remote Sensing Inversion of Gravel Grain Size in the North Tibetan Plateau".SPECTROSCOPY AND SPECTRAL ANALYSIS 43.8(2023):2381-2390.
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