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 |
DOI | 10.1080/0143116031000070409 |
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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