Estimation of Crop Biomass and Leaf Area Index from Multitemporal and Multispectral Imagery Using Machine Learning Approaches

Accurate estimation of biomass and Leaf Area Index (LAI) requires appropriate models and predictor variables. These biophysical parameters are indicative of crop productivity, and thus, are of interest in applications such as crop yield forecasting and precision farming. This study evaluated the pot...

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Bibliographic Details
Main Authors: Omid Reisi Gahrouei, Heather McNairn, Mehdi Hosseini, Saeid Homayouni
Format: Article
Language:English
Published: Taylor & Francis Group 2020-01-01
Series:Canadian Journal of Remote Sensing
Online Access:http://dx.doi.org/10.1080/07038992.2020.1740584