Vegetation Cover Estimation Based on in-suit Hyperspectral Data: A Case Study for Meadow Steppe Vegetation in Inner Mongolia, China

文献类型： 外文期刊

第一作者： Li, Xiao-Bing

作者： Li, Xiao-Bing;Wang, Hong;Long, Hui-Ling

作者机构：

关键词： Vegetation cover;Hyperspectrum;Field measurement;Wavelength selection

期刊名称：INTERNATIONAL JOURNAL OF AGRICULTURE AND BIOLOGY （ 影响因子：0.822； 五年影响因子：0.906 ）

ISSN： 1560-8530

年卷期： 2013 年 15 卷 2 期

页码：

收录情况： SCI

摘要： Changes of key parameters of vegetation are essential indicators of ecosystem and global change. Hyperspectral data, as a powerful tool to estimate vegetation parameters, needs to be used more efficiently and effectively, especially in the aspect of massive information extraction. The objectives of the present study were to provide guidance on how to select the optimal subset of hyperspectral data to improve the accuracy of estimating vegetation cover using hyperspectral data measured in the field, and to compare the predictive ability of several estimation models. Based on the field-measured hyperspectral curves for completely covered land, bare soil, and the vegetation canopy, we used vegetation cover data obtained by analyzing digital camera photos and different vegetation indices to calculate the accuracy of estimation of vegetation cover by the different models and we discuss differences among the models. We found the most accurate estimate of vegetation cover in our study area using a single optimal combination of wavelengths based on MSAVI2 indices and the semi-empirical model proposed by Gutman and Ignatov. (c) 2013 Friends Science Publishers

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