Title
Assimilation of Leaf Area Index and Surface Soil Moisture With the CERES-Wheat Model for Winter Wheat Yield Estimation Using a Particle Filter Algorithm
Abstract
To improve winter wheat yield estimates in the Guanzhong Plain, China, the daily leaf area index (LA!) and soil moisture at depths of 0-20 cm (8) simulated by CERES-Wheat model were assimilated from field-measured LA! and 8 and from Landsat-derived LA! and 8 using a particle filter algorithm. Linear regression analyses were performed to determine the relationships between assimilated LA! or 8 and ...
Year
DOI
Venue
2017
10.1109/JSTARS.2016.2628809
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Keywords
Field
DocType
Yield estimation,Remote sensing,Soil moisture,Irrigation,Correlation,Earth
Soil science,Leaf area index,Assimilation (phonology),Crop yield,Regression,Hydrology,Remote sensing,Particle filtering algorithm,Water content,Irrigation,Mathematics,Linear regression
Journal
Volume
Issue
ISSN
10
4
1939-1404
Citations 
PageRank 
References 
0
0.34
0
Authors
5
Name
Order
Citations
PageRank
Yi Xie12810.97
Peng Xin Wang2146.53
Huitao Sun300.34
Shuyu Zhang4144.74
Li Li511.02