Huiren Tian

Integrating an attention-based deep learning framework and the SAFY-V model for winter wheat yield estimation using time series SAR and optical data

K. Tansey, Dong-Hee Han, Junming Liu, 2022, Comput. Electron. Agric..

An LSTM neural network for improving wheat yield estimates by integrating remote sensing data and meteorological data in the Guanzhong Plain, PR China

Kevin Tansey, Shuyu Zhang, Huiren Tian, 2021, Agricultural and Forest Meteorology.

Improving wheat yield estimates using data augmentation models and remotely sensed biophysical indices within deep neural networks in the Guanzhong Plain, PR China

K. Tansey, Shuyu Zhang, Hongmei Li, 2022, Comput. Electron. Agric..

A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables

K. Tansey, Wenting Quan, Junming Liu, 2023, Comput. Electron. Agric..

A deep learning framework under attention mechanism for wheat yield estimation using remotely sensed indices in the Guanzhong Plain, PR China

Kevin Tansey, Shuyu Zhang, Huiren Tian, 2021, Int. J. Appl. Earth Obs. Geoinformation.

An IPSO-BP neural network for estimating wheat yield using two remotely sensed variables in the Guanzhong Plain, PR China

Hongmei Li, Shuyu Zhang, Kevin Tansey, 2020, Comput. Electron. Agric..

Linking an agro-meteorological model and a water cloud model for estimating soil water content over wheat fields

Dong Han, Pengxin Wang, Kevin Tansey, 2020, Comput. Electron. Agric..

Improving Wheat Yield Estimates by Integrating a Remotely Sensed Drought Monitoring Index Into the Simple Algorithm for Yield Estimate Model

Kevin Tansey, Shuyu Zhang, Dong Han, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Reconstruction of time series leaf area index for improving wheat yield estimates at field scales by fusion of Sentinel-2, -3 and MODIS imagery

Hongmei Li, Xijia Zhou, Kevin Tansey, 2020, Comput. Electron. Agric..

Attention mechanism-based deep learning approach for wheat yield estimation and uncertainty analysis from remotely sensed variables

Huiren Tian, Kevin Tansey, Pengxin Wang, 2024, Agricultural and Forest Meteorology.