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...
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 |
Similar Items
-
Estimation of Winter Wheat Yield in Arid and Semiarid Regions Based on Assimilated Multi-Source Sentinel Data and the CERES-Wheat Model
by: Zhengchun Liu, et al.
Published: (2021-02-01) -
Joint Assimilation of Leaf Area Index and Soil Moisture from Sentinel-1 and Sentinel-2 Data into the WOFOST Model for Winter Wheat Yield Estimation
by: Haizhu Pan, et al.
Published: (2019-07-01) -
Estimation of Winter Wheat Grain Protein Content Based on Multisource Data Assimilation
by: Pengfei Chen
Published: (2020-09-01) -
Assimilation of temporal-spatial leaf area index into the CERES-Wheat model with ensemble Kalman filter and uncertainty assessment for improving winter wheat yield estimation
by: He LI, et al.
Published: (2017-10-01) -
The impacts of climate change on wheat yield in the Huang-Huai-Hai Plain of China using DSSAT-CERES-Wheat model under different climate scenarios
by: Chun-hong QU, et al.
Published: (2019-06-01)