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Huiren Tian
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 8
Top Topics
Subsequence Matching
Deep Learning
Cloud Model
Neural Network
Top Venues
Comput. Electron. Agric.
Int. J. Appl. Earth Obs. Geoinformation
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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Publications
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Jie Wang
,
Pengxin Wang
,
Huiren Tian
,
Kevin Tansey
,
Junming Liu
,
Wenting Quan
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables.
Comput. Electron. Agric.
206 (2023)
Jingqi Zhang
,
Huiren Tian
,
Pengxin Wang
,
Kevin Tansey
,
Shuyu Zhang
,
Hongmei Li
Improving wheat yield estimates using data augmentation models and remotely sensed biophysical indices within deep neural networks in the Guanzhong Plain, PR China.
Comput. Electron. Agric.
192 (2022)
Dong Han
,
Pengxin Wang
,
Kevin Tansey
,
Junming Liu
,
Yue Zhang
,
Huiren Tian
,
Shuyu Zhang
Integrating an attention-based deep learning framework and the SAFY-V model for winter wheat yield estimation using time series SAR and optical data.
Comput. Electron. Agric.
201 (2022)
Huiren Tian
,
Pengxin Wang
,
Kevin Tansey
,
Dong Han
,
Jingqi Zhang
,
Shuyu Zhang
,
Hongmei Li
A deep learning framework under attention mechanism for wheat yield estimation using remotely sensed indices in the Guanzhong Plain, PR China.
Int. J. Appl. Earth Obs. Geoinformation
102 (2021)
Dong Han
,
Pengxin Wang
,
Kevin Tansey
,
Shuyu Zhang
,
Huiren Tian
,
Yue Zhang
,
Hongmei Li
Improving Wheat Yield Estimates by Integrating a Remotely Sensed Drought Monitoring Index Into the Simple Algorithm for Yield Estimate Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
14 (2021)
Dong Han
,
Pengxin Wang
,
Kevin Tansey
,
Xijia Zhou
,
Shuyu Zhang
,
Huiren Tian
,
Jingqi Zhang
,
Hongmei Li
Linking an agro-meteorological model and a water cloud model for estimating soil water content over wheat fields.
Comput. Electron. Agric.
179 (2020)
Xijia Zhou
,
Pengxin Wang
,
Kevin Tansey
,
Shuyu Zhang
,
Hongmei Li
,
Huiren Tian
Reconstruction of time series leaf area index for improving wheat yield estimates at field scales by fusion of Sentinel-2, -3 and MODIS imagery.
Comput. Electron. Agric.
177 (2020)
Huiren Tian
,
Pengxin Wang
,
Kevin Tansey
,
Shuyu Zhang
,
Jingqi Zhang
,
Hongmei Li
An IPSO-BP neural network for estimating wheat yield using two remotely sensed variables in the Guanzhong Plain, PR China.
Comput. Electron. Agric.
169 (2020)