Genetic Algorithm Captured the Informative Bands for Partial Least Squares Regression Better on Retrieving Leaf Nitrogen from Hyperspectral Reflectance

Nitrogen is a major nutrient regulating the physiological processes of plants. Although various partial least squares regression (PLSR) models have been proposed to estimate the leaf nitrogen content (LNC) from hyperspectral data with good accuracies, they are unfortunately not robust and are often...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Jia Jin, Mengjuan Wu, Guangman Song, Quan Wang
Format:	Article
Language:	English
Published:	MDPI AG 2022-10-01
Subjects:	leaf nitrogen concentration band selection partial least squares regression hyperspectral derivative
Online Access:	https://www.mdpi.com/2072-4292/14/20/5204