Title | ||
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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 | ||
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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 Xie | 1 | 28 | 10.97 |
Peng Xin Wang | 2 | 14 | 6.53 |
Huitao Sun | 3 | 0 | 0.34 |
Shuyu Zhang | 4 | 14 | 4.74 |
Li Li | 5 | 1 | 1.02 |