Integrating random forest and crop modeling improves the crop yield prediction of winter wheat and oil seed rape

The fast and accurate yield estimates with the increasing availability and variety of global satellite products and the rapid development of new algorithms remain a goal for precision agriculture and food security. However, the consistency and reliability of suitable methodologies that provide accur...

Full description

Bibliographic Details
Main Authors: Maninder Singh Dhillon, Thorsten Dahms, Carina Kuebert-Flock, Thomas Rummler, Joel Arnault, Ingolf Steffan-Dewenter, Tobias Ullmann
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Remote Sensing
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frsen.2022.1010978/full