Biophysical Variable Retrieval of Silage Maize with Gaussian Process Regression and Hyperparameter Optimization Algorithms

Quantification of vegetation biophysical variables such as leaf area index (LAI), fractional vegetation cover (fCover), and biomass are among the key factors across hydrological, agricultural, and irrigation management studies. The present study proposes a kernel-based machine learning algorithm cap...

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Bibliographic Details

Main Authors:	Elahe Akbari, Ali Darvishi Boloorani, Jochem Verrelst, Stefano Pignatti, Najmeh Neysani Samany, Saeid Soufizadeh, Saeid Hamzeh
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2023-07-01
Series:	Remote Sensing
Subjects:	biophysical variables optimization algorithm Gaussian process regression machine learning regression algorithms remote sensing
Online Access:	https://www.mdpi.com/2072-4292/15/14/3690
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