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Comparison of methods of snow cover mapping by analysing the solar spectrum of satellite remote sensing data in China
Wang, J; Li, W
刊名INTERNATIONAL JOURNAL OF REMOTE SENSING
2003-11-01
卷号24期号:21页码:4129-4136
ISSN号0143-1161
DOI10.1080/0143116031000070409
通讯作者Wang, J()
英文摘要Three methods, supervised classification (SC), digital number (DN) statistics and Normalized Difference Snow Index (NDSI), are used to map snow cover and then calculate snow cover area. Data sets from Landsat TM, Moderate Resolution Imaging Spectroradiometer (MODIS) and NOAA/ AVHRR are selected because these sensors of different spatial resolution provide the most up to date remote sensing data for China. The results show that the best method for obtaining the snow index is different for each of these sensor products because of their different spatial and temporal resolutions and objectives of application. Reflectivity threshold statistics (RTs) should be used if the data series is incomplete; whereas SC needs a relatively accurate signature file for classification. A valid and rational method has been certified which selects NDSI for extracting snow pixels. Meanwhile, we introduce the brightness compensation method for decreasing the impact of topographic shading on distinguishing of snow pixels.
收录类别SCI
WOS研究方向Remote Sensing ; Imaging Science & Photographic Technology
WOS类目Remote Sensing ; Imaging Science & Photographic Technology
语种英语
出版者TAYLOR & FRANCIS LTD
WOS记录号WOS:000186177900005
内容类型期刊论文
URI标识http://www.corc.org.cn/handle/1471x/2556832
专题寒区旱区环境与工程研究所
通讯作者Wang, J
作者单位Chinese Acad Sci, Cold & Arid Reg Environm & Engn Res Inst, Lanzhou 730000, Peoples R China
推荐引用方式
GB/T 7714
Wang, J,Li, W. Comparison of methods of snow cover mapping by analysing the solar spectrum of satellite remote sensing data in China[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING,2003,24(21):4129-4136.
APA Wang, J,&Li, W.(2003).Comparison of methods of snow cover mapping by analysing the solar spectrum of satellite remote sensing data in China.INTERNATIONAL JOURNAL OF REMOTE SENSING,24(21),4129-4136.
MLA Wang, J,et al."Comparison of methods of snow cover mapping by analysing the solar spectrum of satellite remote sensing data in China".INTERNATIONAL JOURNAL OF REMOTE SENSING 24.21(2003):4129-4136.
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