Bayesian Posterior-Based Winter Wheat Yield Estimation at the Field Scale through Assimilation of Sentinel-2 Data into WOFOST Model

Bayesian Posterior-Based Winter Wheat Yield Estimation at the Field Scale through Assimilation of Sentinel-2 Data into WOFOST Model

Accurate and timely regional crop yield information, particularly field-level yield estimation, is essential for commodity traders and producers in planning production, growing, harvesting, and other interconnected marketing activities. In this study, we propose a novel data assimilation framework....

Full description

Bibliographic Details
Main Authors: Yantong Wu, Wenbo Xu, Hai Huang, Jianxi Huang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Remote Sensing
Subjects:
Sentinel-2
crop growth models
data assimilation
Markov chain Monte Carlo
yield estimation
Online Access:https://www.mdpi.com/2072-4292/14/15/3727

Internet

https://www.mdpi.com/2072-4292/14/15/3727

Similar Items