Estimation of Winter Wheat Yield in Arid and Semiarid Regions Based on Assimilated Multi-Source Sentinel Data and the CERES-Wheat Model
The farmland area in arid and semiarid regions accounts for about 40% of the total area of farmland in the world, and it continues to increase. It is critical for global food security to predict the crop yield in arid and semiarid regions. To improve the prediction of crop yields in arid and semiari...
Main Authors: | Zhengchun Liu, Zhanjun Xu, Rutian Bi, Chao Wang, Peng He, Yaodong Jing, Wude Yang |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-02-01
|
Series: | Sensors |
Subjects: | |
Online Access: | https://www.mdpi.com/1424-8220/21/4/1247 |
Similar Items
-
Winter wheat yield estimation based on assimilated Sentinel-2 images with the CERES-Wheat model
by: Zheng-chun LIU, et al.
Published: (2021-07-01) -
Estimation of Winter Wheat Grain Protein Content Based on Multisource Data Assimilation
by: Pengfei Chen
Published: (2020-09-01) -
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) -
A simulation of winter wheat crop responses to irrigation management using CERES-Wheat model in the North China Plain
by: Li-li ZHOU, et al.
Published: (2018-05-01) -
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)