Shuyu Zhang

20 papers C 2Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Knowledge-Guided Deep Learning Framework With Remotely Sensed Variables and Meteorological Variables for Improving Wheat Yield Estimation.
IEEE Trans. Geosci. Remote. Sens.
Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang
2025 J jnl
Enhancing Winter Wheat Yield Estimation With a CNN-Transformer Hybrid Framework Utilizing Multiple Remotely Sensed Parameters.
IEEE Trans. Geosci. Remote. Sens.
Jiangli Du, Yue Zhang, Pengxin Wang, Kevin Tansey, Junming Liu, Shuyu Zhang
2025 J jnl
WVTF: A Transformer-Based Model Toward Improving Wheat Yield Estimation Under Mode Decomposition Technique.
IEEE Trans. Geosci. Remote. Sens.
Fengwei Guo, Pengxin Wang, Kevin Tansey, Junming Liu, Shuyu Zhang, Xin Ye
2024 J jnl
A novel transformer-based neural network under model interpretability for improving wheat yield estimation using remotely sensed multi-variables.
Comput. Electron. Agric.
Fengwei Guo, Pengxin Wang, Kevin Tansey, Yue Zhang, Mingqi Li, Junming Liu, Shuyu Zhang
2024 J jnl
Spatiotemporal Data Fusion of Index-Based VTCI Using Sentinel-2 and -3 Satellite Data for Field-Scale Drought Monitoring.
IEEE Trans. Geosci. Remote. Sens.
Yue Zhang, Pengxin Wang, Kevin Tansey, Mingqi Li, Fengwei Guo, Junming Liu, Shuyu Zhang
2022 J jnl
Combining Sentinel-1 and -3 Imagery for Retrievals of Regional Multitemporal Biophysical Parameters Under a Deep Learning Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Shuyu Zhang, Hongmei Li
2022 J jnl
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.
Jingqi Zhang, Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li
2022 J jnl
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.
Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Huiren Tian, Shuyu Zhang
2021 J jnl
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
Huiren Tian, Pengxin Wang, Kevin Tansey, Dong Han, Jingqi Zhang, Shuyu Zhang, Hongmei Li
2021 J jnl
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.
Dong Han, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Huiren Tian, Yue Zhang, Hongmei Li
2020 J jnl
An IPSO-BP neural network for estimating wheat yield using two remotely sensed variables in the Guanzhong Plain, PR China.
Comput. Electron. Agric.
Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Jingqi Zhang, Hongmei Li
2020 J jnl
Developing a fused vegetation temperature condition index for drought monitoring at field scales using Sentinel-2 and MODIS imagery.
Comput. Electron. Agric.
Xijia Zhou, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li, Lei Wang
2020 J jnl
Drought Monitoring Using the Sentinel-3-Based Multiyear Vegetation Temperature Condition Index in the Guanzhong Plain, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xijia Zhou, Pengxin Wang, Kevin Tansey, Darren Ghent, Shuyu Zhang, Hongmei Li, Lei Wang
2020 J jnl
Linking an agro-meteorological model and a water cloud model for estimating soil water content over wheat fields.
Comput. Electron. Agric.
Dong Han, Pengxin Wang, Kevin Tansey, Xijia Zhou, Shuyu Zhang, Huiren Tian, Jingqi Zhang, Hongmei Li
2020 J jnl
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.
Xijia Zhou, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li, Huiren Tian
2017 J jnl
Assimilation of Leaf Area Index and Surface Soil Moisture With the CERES-Wheat Model for Winter Wheat Yield Estimation Using a Particle Filter Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi Xie, Pengxin Wang, Huitao Sun, Shuyu Zhang, Li Li
2012 — conf
Application of the ARIMA Models in Drought Forecasting Using the Standardized Precipitation Index.
CCTA (1)
Ping Han, Pengxin Wang, Miao Tian, Shuyu Zhang, Junming Liu, Dehai Zhu
2010 J jnl
Drought forecasting based on the remote sensing data using ARIMA models.
Math. Comput. Model.
Ping Han, Pengxin Wang, Shuyu Zhang, Dehai Zhu
2004 C conf
A study on thermal inertia approach for agricultural drought monitoring in Shaanxi Province, China by using NOAA/AVHRR data.
IGARSS
Xingmin Li, Anlin Liu, Shuyu Zhang, Zhao Wang, Wei Sun, Pengxin Wang
2004 C conf
Soil thermal inertia estimation by combining afternoon and morning AVHRR data with a modified diurnal land surface temperature change model.
IGARSS
Pengxin Wang, Xiaowen Li, Wei Sun, Xingmin Li, Shuyu Zhang, Anlin Liu