Arid
DOI10.1117/12.2204868
Estimating Fractional Vegetation Cover of Oasis in Tarim Basin, China, Using Dimidiate Fractional Cover Model
Han, Xiaoyong; Han, Ling
通讯作者Han, Xiaoyong
会议名称International Conference on Intelligent Earth Observing and Applications (IEOAs)
会议日期OCT 23-24, 2015
会议地点Guilin, PEOPLES R CHINA
英文摘要

Oasis is an important component of desert ecosystem. This paper employs Landsat Thematic Mapper (TM) multi-spectral data to extract fractional vegetation cover of oasis in Tarim Basin with four methods. The mixture pixel decomposition model based on normalized difference vegetation index(NDVI) is firstly used to estimate fractional vegetation cover(FVC). The results indicated that the method is mainly underestimating the FVC at the low FVC area and overestimating the FVC at high FVC area. Thereafter, a stepwise regression model between 15 Vegetation Indices (VIs) and measured FVC data and a log-linear model have been established through the relation analysis of FVC and NDVI. Trials of these two models showed that they are mainly overestimating the FVC. Finally, a dimidiate fractional cover model was proposed, which is composed of two linear functions. When the NDVI is less than 0.3, the linear function is formed by stress related vegetation index (STVI1) and normal differential water index (NDWI) (R-2, 0.764) while the NDVI is greater than 0.3, the linear function is composed of NDVI and perpendicular vegetation index (PVI) (R-2, 0.801). The validation of the dimidiate fractional cover model has been tested with the measured data. In the optimal case, the mean error is 0.002 and the RMSE is 0.051, demonstrating that the model can be used in estimating fractional vegetation cover of oasis in Tarim Basin.


英文关键词Oasis Tarim Basin fractional vegetation cover vegetation index water index Landsat TM remote sensing inversion mixture pixel regression analysis dimidiate fractional cover model
来源出版物INTERNATIONAL CONFERENCE ON INTELLIGENT EARTH OBSERVING AND APPLICATIONS 2015
ISSN0277-786X
EISSN1996-756X
出版年2015
卷号9808
EISBN978-1-5106-0049-2
出版者SPIE-INT SOC OPTICAL ENGINEERING
类型Proceedings Paper
语种英语
国家Peoples R China
收录类别CPCI-S
WOS记录号WOS:000369013400018
WOS关键词GREEN VEGETATION ; INDEX
WOS类目Remote Sensing ; Optics
WOS研究方向Remote Sensing ; Optics
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/304329
作者单位Changan Univ, Sch Geol Engn & Geomant, Xian 710054, Peoples R China
推荐引用方式
GB/T 7714
Han, Xiaoyong,Han, Ling. Estimating Fractional Vegetation Cover of Oasis in Tarim Basin, China, Using Dimidiate Fractional Cover Model[C]:SPIE-INT SOC OPTICAL ENGINEERING,2015.
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