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Hyperspectral remote sensing monitoring of grassland degradation
Wang Huan-jiong1,2,3; Fan Wen-jie1; Cui Yao-kui1; Zhou Lei4; Yan Bin-yan1; Wu Dai-hui1; Xu Xi-ru1
刊名Spectroscopy and spectral analysis
2010-10-01
卷号30期号:10页码:2734-2738
关键词Hyperspectral Grassland degradation Spectral characteristics Mixed spectra unmixing
ISSN号1000-0593
DOI10.3964/j.issn.1000-0593(2010)10-2734-05
通讯作者Fan wen-jie(fanwj@pku.edu.cn)
英文摘要The distributing of china's grassland is abroad and the status of grassland degradation is in serious condition. so achieving real-time and exactly grassland ecological monitoring is significant for the carbon cycle, as well as for climate and on regional economies. with the field measured spectra data as data source, hyperspectral remote sensing monitoring of grassland degradation was researched in the present article. the warm meadow grassland in hulunbeier was chosen as a study object. reflectance spectra of leaves and pure canopies of some dominant grassland species such as leymus chinensis, stipa krylovii and artemisia frigid, as well as reflectance spectra of mixed grass community were measured. using effective spectral feature parametrization methods, the spectral feature of leaves and pure canopies were extracted, so the constructive species and degenerate indicator species can be exactly distinguished. verification results showed that the accuracy of spectral identification was higher than 95%. taking it as the foundation, the spectra of mixed grass community were unmixed using linear mixing models, and the proportion of all the components was calculated, and the errors were less than 5%. the research results of this article provided the evidence of hyperspectral remote sensing monitoring of grassland degradation.
WOS关键词VEGETATION ; XILINHOT ; CHINA
WOS研究方向Spectroscopy
WOS类目Spectroscopy
语种英语
出版者OFFICE SPECTROSCOPY & SPECTRAL ANALYSIS
WOS记录号WOS:000283267900032
内容类型期刊论文
URI标识http://www.corc.org.cn/handle/1471x/2409648
专题中国科学院大学
通讯作者Fan Wen-jie
作者单位1.Peking Univ, Inst Remote Sensing & Geog Informat Syst, Beijing 100081, Peoples R China
2.Chinese Acad Sci, Inst Geog Sci & Nat Resources, Beijing 100101, Peoples R China
3.Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China
4.Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Beijing 100871, Peoples R China
推荐引用方式
GB/T 7714
Wang Huan-jiong,Fan Wen-jie,Cui Yao-kui,et al. Hyperspectral remote sensing monitoring of grassland degradation[J]. Spectroscopy and spectral analysis,2010,30(10):2734-2738.
APA Wang Huan-jiong.,Fan Wen-jie.,Cui Yao-kui.,Zhou Lei.,Yan Bin-yan.,...&Xu Xi-ru.(2010).Hyperspectral remote sensing monitoring of grassland degradation.Spectroscopy and spectral analysis,30(10),2734-2738.
MLA Wang Huan-jiong,et al."Hyperspectral remote sensing monitoring of grassland degradation".Spectroscopy and spectral analysis 30.10(2010):2734-2738.
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