巴西南马托格罗索州植被指数及其与二季玉米产量的相关性

Hermano José Ribeiro Henriques, D. Schwambach, V. Fernandes, J. W. Cortez
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引用次数: 2

摘要

覆盖新型电磁波波长的卫星的出现,使得建立不同的植被指数成为可能,从而可以研究它们与粮食产量的相关性。因此,本研究旨在利用线性回归方程,评价7个植被指数均值与田间玉米平均产量之间的准确性。采用指数NDVI、NDRE、GNDVI、GRNDVI和PNDVI,并对指数GRNDVI和PNDVI的方程进行了修改,将红色波长改为红边。利用Sentinel-2A和Sentinel-2B成像仪提供的多光谱波段作为数据来源计算植被指数,利用粮食收割机记录的数据进行粮食产量数据调查。各指标与籽粒产量呈高度相关。用红边代替红色波长,提高了植被指数与粮食产量的相关性。此外,GNDVI和NDVI指数容易饱和,达到最大值,无法区分样本类别。因此,建议使用植被指数PRENDVI和GRENDVI来估算粮食产量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
VEGETATION INDICES AND THEIR CORRELATION WITH SECOND-CROP CORN GRAIN YIELD IN MATO GROSSO DO SUL, BRAZIL
The emergence of satellites covering new electromagnetic wavelengthsallowed developing different vegetation indices, enabling the study of theircorrelation with grain yield. In this sense, this study aimed to evaluate the accuracy between the mean values of seven vegetation indices and the mean corn grain yield in the field by applying linear regression equations. The indices NDVI, NDRE, GNDVI, GRNDVI, and PNDVI were used, with changes proposed in the equations of the indices GRNDVI and PNDVI, in which the red wavelength was replaced by the red edge. The multispectral bands provided by the Sentinel-2A and Sentinel-2B imaging instruments were used as a source of data to calculate the vegetation indices, while the values recorded by the grain harvester were used for the survey of grain yield data. A high correlation was observed between indices and grain yield. The replacement of the red wavelength with the red edge improves the correlation between vegetation indices and grain yield. Moreover, the indices GNDVI and NDVI easily saturate, reaching maximum values and not allowing the distinction between sample classes. Therefore, the vegetation indices PRENDVI and GRENDVI are recommended for estimating grain yield.
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