A new spectral index to detect Poaceae grass abundance in Mongolian grasslands

被引:21
|
作者
Shimada, S. [1 ]
Matsumoto, J. [2 ]
Sekiyama, A. [1 ]
Aosier, B. [3 ]
Yokohana, M. [4 ]
机构
[1] Tokyo Univ Agr, Fac Reg Environm Sci, Tokyo 1568502, Japan
[2] Pasco Co Ltd, Miyagino Ku, Sendai, Miyagi, Japan
[3] Rakuno Gakuen Univ, Fac Environm Syst, Ebetsu, Hokkaido 0698501, Japan
[4] Tokyo Univ Agr, Fac Bioind, Abashiri, Hokkaido 0992493, Japan
关键词
Mongolian grassland; Normalized difference indices; Poaceae abundance index; Spectroradiometer; PROSPECT PLUS SAIL; LEAF-AREA INDEX; VEGETATION INDEXES; INNER-MONGOLIA; INVERSION; LIVESTOCK; MODELS; COVER; CHINA; PARAMETERS;
D O I
10.1016/j.asr.2012.07.001
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
The objectives of the present study were to develop a new index based on remotely-sensed data for detecting the abundance of grasses in the family Poaceae, which has a high palatability for livestock in Mongolia, and to map the distribution of these grasses in the semi-arid Mongolian steppes. We measured ground-based spectral reflectance of pure plant leaves including Poaceae grasses and soils, as well as in-situ in the Mongolian grasslands. The hyper-spectral data, taken by a spectroradiometer, were converted into four multi-spectral bands (i.e., blue, green, red, and NIR) to simulate satellite-based imagery data. In order to magnify the characteristics of the spectral signal of Poaceae, NGBDI (Normalized Green-Blue Difference Index), NGRDI (Normalized Green-Red Difference Index), NDVI (Normalized Difference Vegetation Index), NNBDI (Normalized NIR-Blue Difference Index) were calculated from the four multi-spectral reflectance values. Poaceae Abundance Index (PAL) was derived by combining these four normalized difference indices. PAI was found out to be a good indicator to discriminate Poaceae grass from the other plant spectral data. (c) 2012 COSPAR. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1266 / 1273
页数:8
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