Implementation of Landsat 7 ETM+ principal polar spectral indices based on EO-1 Hyperion wavebands selection

Hertanto Suryoprayogo, F. Ramdani, Fitri Utaminingrum
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引用次数: 1

Abstract

Principal Polar Spectral (PPS) is a high-order index set that developed on Landsat 7 ETM+ which has advantages in observing the soil and vegetation cover. The purpose of this study is to determine the most appropriate Hyperspectral EO-1 Hyperion wavebands for modeling PPS Indices, which provide higher spectral complexity compared to Landsat 7 ETM+. Despite of larger data dimensions compared with EO-1 Hyperion single and region correlation as well as Landsat 7 ETM+, the result showed that 163 EO-1 Hyperion bands using Spectral Focus located at (1.5, 1.5) provide the most idealized measurement results with relatively lower brightness and broader greenness variety in the images, with R2 value of 0.988 and RMSE value of 2.256.
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基于EO-1 Hyperion波段选择的Landsat 7 ETM+主极谱指数实现
主极谱(PPS)是在Landsat 7 ETM+上发展起来的高阶指数集,在观测土壤和植被覆盖方面具有优势。本研究的目的是确定最适合模拟PPS指数的EO-1 Hyperion高光谱波段,与Landsat 7 ETM+相比,它提供了更高的光谱复杂性。尽管与EO-1 Hyperion的单区域相关以及Landsat 7 ETM+相比,数据维度更大,但结果表明,(1.5,1.5)处的163个EO-1 Hyperion波段的测量结果最理想,图像亮度相对较低,绿度变化较宽,R2值为0.988,RMSE值为2.256。
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