Huiren Tian

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

Huiren Tian, Pengxin Wang, Kevin Tansey et al. · Agricultural and Forest Meteorology · 2021 · 203 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

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

Huiren Tian, Pengxin Wang, Kevin Tansey et al. · International Journal of Applied Earth Observation and Geoinformation · 2021 · 97 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

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

Huiren Tian, Pengxin Wang, Kevin Tansey et al. · Computers and Electronics in Agriculture · 2020 · 70 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

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

Xijia Zhou, Pengxin Wang, Kevin Tansey et al. · Computers and Electronics in Agriculture · 2020 · 45 citations · Full text

Agriculture, Crop Sciences, Precision Agriculture +17

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

Jingqi Zhang, Huiren Tian, Pengxin Wang et al. · Computers and Electronics in Agriculture · 2021 · 42 citations · Full text

Agriculture, Agronomy, Crop Sciences +17