Winter wheat yield estimation based on assimilated Sentinel-2 images with the CERES-Wheat model

Assimilating Sentinel-2 images with the CERES-Wheat model can improve the precision of winter wheat yield estimates at a regional scale. To verify this method, we applied the ensemble Kalman filter (EnKF) to assimilate the leaf area index (LAI) derived from Sentinel-2 data and simulated by the CERES...

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Bibliographic Details
Main Authors: Zheng-chun LIU, Chao WANG, Ru-tian BI, Hong-fen ZHU, Peng HE, Yao-dong JING, Wu-de YANG
Format: Article
Language:English
Published: Elsevier 2021-07-01
Series:Journal of Integrative Agriculture
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2095311920634839