Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1117/12.2204868 |
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 |
ISSN | 0277-786X |
EISSN | 1996-756X |
出版年 | 2015 |
卷号 | 9808 |
EISBN | 978-1-5106-0049-2 |
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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