Hyperspectral Leaf Reflectance as Proxy for Photosynthetic Capacities: An Ensemble Approach Based on Multiple Machine Learning Algorithms

Global agriculture production is challenged by increasing demands from rising population and a changing climate, which may be alleviated through development of genetically improved crop cultivars. Research into increasing photosynthetic energy conversion efficiency has proposed many strategies to im...

Full description

Bibliographic Details
Main Authors: Peng Fu, Katherine Meacham-Hensold, Kaiyu Guan, Carl J. Bernacchi
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-06-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2019.00730/full