Pengxin Wang

53 papers C 8Journal 43Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A query-driven twin network framework with optimization-based meta-learning for few-shot hyperspectral image classification.
Pattern Recognit.
Jian Zhu, Pengxin Wang, Jian Hui, Xin Ye
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
An interpretable approach combining Shapley additive explanations and LightGBM based on data augmentation for improving wheat yield estimates.
Comput. Electron. Agric.
Ying Wang, Pengxin Wang, Kevin Tansey, Junming Liu, Bethany Delaney, Wenting Quan
2025 J jnl
An interpretable wheat yield estimation model using an attention mechanism-based deep learning framework with multiple remotely sensed variables.
Int. J. Appl. Earth Obs. Geoinformation
Mingqi Li, Pengxin Wang, Kevin Tansey, Yue Zhang, Fengwei Guo, Junming Liu, Hongmei Li
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
Improved field-scale drought monitoring using MODIS and Sentinel-2 data for vegetation temperature condition index generation through a fusion framework.
Comput. Electron. Agric.
Mingqi Li, Pengxin Wang, Kevin Tansey, Yuanfei Sun, Fengwei Guo, Ji Zhou
2025 J jnl
Improved leaf area index reconstruction in heavily cloudy areas: A novel deep learning approach for SAR-Optical fusion integrating spatiotemporal features.
Int. J. Appl. Earth Obs. Geoinformation
Mingqi Li, Pengxin Wang, Kevin Tansey, Fengwei Guo, Ji Zhou
2025 J jnl
Land Surface Temperature End-to-End Retrieval Considering the Topographic Effect Using Radiative Transfer Model-Driven Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Xin Ye, Pengxin Wang, Jian Zhu, Yanhong Duan, Bin Yang
2025 J jnl
Optimizing Soil Properties Mapping: A Comparative Study of UAV and Satellite Imagery With Ensemble Learning Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yujiao Lyu, Pengxin Wang, Xueyuan Bai, Kevin Tansey, Peng Ning, Lin Yang, Tianfeng Zhang, Yongsheng Hong, Jie Zhang
2025 J jnl
Pixel-based agricultural drought forecasting based on deep learning approach: Considering the linear trend and residual feature of vegetation temperature condition index.
Comput. Electron. Agric.
Fengwei Guo, Pengxin Wang, Kevin Tansey, Yuanfei Sun, Mingqi Li, Ji Zhou
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 graph-based deep learning framework for field scale wheat yield estimation.
Int. J. Appl. Earth Obs. Geoinformation
Dong Han, Pengxin Wang, Kevin Tansey, Yue Zhang, Hongmei Li
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
Comparison of Nighttime Land Surface Temperature Retrieval Using Mid-Infrared and Thermal Infrared Remote Sensing Data Under Different Atmospheric Water Vapor Conditions.
IEEE Trans. Geosci. Remote. Sens.
Xin Ye, Jinshun Zhu, Jian Zhu, Yanhong Duan, Pengxin Wang
2024 J jnl
Coupling of weather generator and crop model for enhanced low-temperature stress sample augmentation in Henan Province, PR China.
Comput. Electron. Agric.
Jiameng Chen, Junming Liu, Zhirong Xia, Wei Su, Jianxi Huang, Pengxin Wang, Ying Li
2024 J jnl
Machine learning techniques and interpretability for maize yield estimation using Time-Series images of MODIS and Multi-Source data.
Comput. Electron. Agric.
Yujiao Lyu, Pengxin Wang, Xueyuan Bai, Xuecao Li, Xin Ye, Yuchen Hu, Jie 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
2024 J jnl
Urban LST Retrieval From the Ultrahigh Spatial Resolution Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Xin Ye, Huazhong Ren, Pengxin Wang, Yanhong Duan, Jinshun Zhu
2023 J jnl
A Modified Transfer-Learning-Based Approach for Retrieving Land Surface Temperature From Landsat-8 TIRS Data.
IEEE Trans. Geosci. Remote. Sens.
Xin Ye, Jian Hui, Pengxin Wang, Jian Zhu, Bin Yang
2023 J jnl
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables.
Comput. Electron. Agric.
Jie Wang, Pengxin Wang, Huiren Tian, Kevin Tansey, Junming Liu, Wenting Quan
2023 J jnl
Enhanced Feature Extraction From Assimilated VTCI and LAI With a Particle Filter for Wheat Yield Estimation Using Cross-Wavelet Transform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yue Zhang, Pengxin Wang, Kevin Tansey, Dong Han, Chi Chen, Junming Liu, Hongmei Li
2023 J jnl
Thermal Infrared Radiance Transfer Modeling of the Urban Landscape at Ultrahigh Spatial Resolution.
IEEE Geosci. Remote. Sens. Lett.
Xin Ye, Huazhong Ren, Pengxin Wang, Jinshun Zhu, Jian Zhu
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 High-Stability Diagnosis Model Based on a Multiscale Feature Fusion Convolutional Neural Network.
IEEE Trans. Instrum. Meas.
Pengxin Wang, Liuyang Song, Xudong Guo, Huaqing Wang, Lingli Cui
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 Enhanced Intelligent Diagnosis Method Based on Multi-Sensor Image Fusion via Improved Deep Learning Network.
IEEE Trans. Instrum. Meas.
Huaqing Wang, Shi Li, Liuyang Song, Lingli Cui, Pengxin Wang
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
Monitoring maize growth on the North China Plain using a hybrid genetic algorithm-based back-propagation neural network model.
Comput. Electron. Agric.
Lei Wang, Pengxin Wang, Shunlin Liang, Yongchao Zhu, Jahangir Khan, Shibo Fang
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
2019 J jnl
A Novel Feature Enhancement Method Based on Improved Constraint Model of Online Dictionary Learning.
IEEE Access
Huaqing Wang, Pengxin Wang, Liuyang Song, Bangyue Ren, Lingli Cui
2019 J jnl
Monitoring maize growth conditions by training a BP neural network with remotely sensed vegetation temperature condition index and leaf area index.
Comput. Electron. Agric.
Lei Wang, Pengxin Wang, Shunlin Liang, Xuan Qi, Li Li, Lianxiang Xu
2018 J jnl
Developing an integrated indicator for monitoring maize growth condition using remotely sensed vegetation temperature condition index and leaf area index.
Comput. Electron. Agric.
Lei Wang, Pengxin Wang, Li Li, Lan Xun, Qingling Kong, Shunlin Liang
2018 J jnl
Mapping MODIS LST NDVI Imagery for Drought Monitoring in Punjab Pakistan.
IEEE Access
Jahangir Khan, Pengxin Wang, Yi Xie, Lei Wang, Li Li
2017 J jnl
An Up-Scaled Vegetation Temperature Condition Index Retrieved From Landsat Data with Trend Surface Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xuejiao Bai, Pengxin Wang, Hongshuo Wang, Yi Xie
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
2016 J jnl
Drought Forecasting with Vegetation Temperature Condition Index Using ARIMA Models in the Guanzhong Plain.
Remote. Sens.
Miao Tian, Pengxin Wang, Jahangir Khan
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
2008 — conf
Use of Ceres-Wheat Model for Wheat Yield Forecast in Beijing.
CCTA (1)
Xian Wang, Chunjiang Zhao, Cunjun Li, Liangyun Liu, Wenjiang Huang, Pengxin Wang
2007 C conf
An airborne multi-angle power line inspection system.
IGARSS
Guangjian Yan, Junfa Wang, Qiang Liu, Lin Su, Pengxin Wang, Junming Liu, Wuming Zhang, Zhiqiang Xiao
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
2004 C conf
Using crop simulation model to study the time lag between precipitation and NDVI and its effect on NDVI based agricultural applications.
IGARSS
Pengxin Wang, Kai Yan, Wei Sun, Xiaowen Li, Jindi Wang
2003 C conf
An approach on LAI assimilation between field measurement and crop model simulation.
IGARSS
Hua Wang, Pengxin Wang, Liming He, Xiaowen Li, Jindi Wang, Juanjuan Jing, Peijuan Wang
2003 C conf
Correlation analysis between hyperspectral feature and foliage water content in the growth period of winter wheat.
IGARSS
Changzuo Wang, Chunjiang Zhao, Jindi Wang, Jihua Wang, Liangyun Liu, Pengxin Wang, Juanjuan Jing, Zhijie Wang
2003 C conf
Using path analysis to study correlation and causation in remote sensing inversion.
IGARSS
Pengxin Wang, Xiaowen Li, Jindi Wang
2003 C conf
Using the NDVI contribution ratio at different growth stages to estimate winter wheat yield.
IGARSS
Juanjuan Jing, Jihua Wang, Pengxin Wang, Yuchun Pan, Liangyun Liu, Jindi Wang, Hua Wang, Wenjiang Huang