Huiren Tian
According to our database1,
Huiren Tian
authored at least 10 papers
between 2020 and 2025.
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Bibliography
2025
A Knowledge-Guided Deep Learning Framework With Remotely Sensed Variables and Meteorological Variables for Improving Wheat Yield Estimation.
IEEE Trans. Geosci. Remote. Sens., 2025
Normalized Solar-Induced Fluorescence Responds Earlier Than Vegetation Indices to the 2019 North China Plain Drought.
IEEE Trans. Geosci. Remote. Sens., 2025
2023
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables.
Comput. Electron. Agric., March, 2023
2022
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., 2022
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., 2022
2021
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., 2021
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, 2021
2020
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., 2020
An IPSO-BP neural network for estimating wheat yield using two remotely sensed variables in the Guanzhong Plain, PR China.
Comput. Electron. Agric., 2020
Linking an agro-meteorological model and a water cloud model for estimating soil water content over wheat fields.
Comput. Electron. Agric., 2020