Knowledge Resource Center for Ecological Environment in Arid Area
Vegetation Water Content Estimation Using Hyperion Hyperspectral Data | |
Yuan, Jinguo1; Sun, Kaijun1; Niu, Zheng2 | |
通讯作者 | Yuan, Jinguo |
会议名称 | 18th International Conference on Geoinformatics |
会议日期 | JUN 18-20, 2010 |
会议地点 | Beijing, PEOPLES R CHINA |
英文摘要 | This paper used water related vegetation indices calculated from Hyperion image to make water content mapping. The study area is located in Zhangye city, Gansu province in Heihe River Basin of China. Hyperion hyperspectral data was acquired on September 10, 2007. Using Hyperion reflectance of 35 plots, the relationships between vegetation indices and Equivalent Water Thickness (EWT) were calculated. R-2 between Enhanced Vegetation Index (EVI) and EWT was 0.325. The correlations between new vegetation indices and EWT were higher. The highest R-2 was 0.377 between (EVIxNDVI)/MSI and EWT, so (EVIxNDVI)/MSI acquired from Hyperion image was used to make EWT mapping. The range of EWT was 0.0127-0.0281 g/cm(2) with an average of 0.01479 g/cm(2). Zhangye city, buildings and the edge of desert area had the lowest EWT, ranged from 0.0127 g/cm(2) to 0.013 g/cm(2), while non-eared and non-intercropped corn had high EWT(0.015-0.018 g/cm(2)). The sources of errors were also discussed. |
英文关键词 | vegetation water content Hyperion hyperspectral data EWT (EVIxNDVI)/MSI |
来源出版物 | 2010 18TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS |
出版年 | 2010 |
EISBN | 978-1-4244-7302-1 |
出版者 | IEEE |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Peoples R China |
收录类别 | CPCI-S |
WOS记录号 | WOS:000296522300457 |
WOS关键词 | REFLECTANCE DATA ; INVERSION ; AVIRIS ; INDEX |
WOS类目 | Computer Science, Information Systems ; Engineering, Electrical & Electronic |
WOS研究方向 | Computer Science ; Engineering |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/298102 |
作者单位 | 1.Hebei Normal Univ, Hebei Key Lab Environm Change & Ecol Construct, Coll Resource & Environm Sci, Shijiazhuang, Peoples R China; 2.Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing, Peoples R China |
推荐引用方式 GB/T 7714 | Yuan, Jinguo,Sun, Kaijun,Niu, Zheng. Vegetation Water Content Estimation Using Hyperion Hyperspectral Data[C]:IEEE,2010. |
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