Classifying rangeland vegetation type and coverage using a Fourier component based similarity measure

被引:66
作者
Evans, J. P. [1 ]
Geerken, R. [1 ]
机构
[1] Yale Univ, Dept Geol & Geophys, New Haven, CT 06520 USA
基金
美国国家航空航天局;
关键词
Discrete Fourier Transform; NDVI-time series; classification; functional vegetation groups;
D O I
10.1016/j.rse.2006.05.017
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper defines a land cover classification technique based on the annual NDVI cycle. A similarity measure based directly on the components of the Discrete Fourier Transform is used to determine a pixels class membership. This Fourier component similarity measure produces an objective, computationally inexpensive and rapid method of classification that is able to classify rangeland vegetation by dominant shrub type, and which performs favorably compared to previously published classification techniques. By also defining a Fourier component based coverage measure this technique provides an estimate of vegetation coverage. (c) 2006 Elsevier Inc. All rights reserved.
引用
收藏
页码:1 / 8
页数:8
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