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2020 – today
- 2024
[j32]Dong Han, Pengxin Wang, Kevin Tansey
, Yue Zhang, Hongmei Li:
A graph-based deep learning framework for field scale wheat yield estimation. Int. J. Appl. Earth Obs. Geoinformation 129: 103834 (2024)- [j31]Jiameng Chen, Junming Liu, Zhirong Xia, Wei Su, Jianxi Huang, Pengxin Wang, Ying Li:
Coupling of weather generator and crop model for enhanced low-temperature stress sample augmentation in Henan Province, PR China. Comput. Electron. Agric. 222: 109053 (2024) - [j30]Yujiao Lyu, Pengxin Wang, Xueyuan Bai, Xuecao Li, Xin Ye, Yuchen Hu, Jie Zhang:
Machine learning techniques and interpretability for maize yield estimation using Time-Series images of MODIS and Multi-Source data. Comput. Electron. Agric. 222: 109063 (2024) - [j29]Fengwei Guo, Pengxin Wang, Kevin Tansey, Yue Zhang, Mingqi Li, Junming Liu, Shuyu Zhang:
A novel transformer-based neural network under model interpretability for improving wheat yield estimation using remotely sensed multi-variables. Comput. Electron. Agric. 223: 109111 (2024) - [j28]Xin Ye, Huazhong Ren, Pengxin Wang, Yanhong Duan, Jinshun Zhu:
Urban LST Retrieval From the Ultrahigh Spatial Resolution Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j27]Xin Ye, Jinshun Zhu, Jian Zhu, Yanhong Duan, Pengxin Wang:
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. 62: 1-9 (2024) - [j26]Yue Zhang, Pengxin Wang, Kevin Tansey, Mingqi Li, Fengwei Guo, Junming Liu, Shuyu Zhang:
Spatiotemporal Data Fusion of Index-Based VTCI Using Sentinel-2 and -3 Satellite Data for Field-Scale Drought Monitoring. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - 2023
- [j25]Jie Wang, Pengxin Wang, Huiren Tian, Kevin Tansey, Junming Liu, Wenting Quan:
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables. Comput. Electron. Agric. 206: 107705 (2023) - [j24]Xin Ye, Huazhong Ren, Pengxin Wang, Jinshun Zhu, Jian Zhu:
Thermal Infrared Radiance Transfer Modeling of the Urban Landscape at Ultrahigh Spatial Resolution. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j23]Yue Zhang, Pengxin Wang, Kevin Tansey, Dong Han, Chi Chen, Junming Liu, Hongmei Li:
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. 16: 5115-5127 (2023) - [j22]Xin Ye, Jian Hui, Pengxin Wang, Jian Zhu, Bin Yang:
A Modified Transfer-Learning-Based Approach for Retrieving Land Surface Temperature From Landsat-8 TIRS Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - 2022
- [j21]Jingqi Zhang, Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li:
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. 192: 106616 (2022) - [j20]Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Huiren Tian, Shuyu Zhang:
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. 201: 107334 (2022) - [j19]Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Shuyu Zhang, Hongmei Li:
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. 15: 6985-6998 (2022) - 2021
- [j18]Huiren Tian, Pengxin Wang, Kevin Tansey, Dong Han, Jingqi Zhang, Shuyu Zhang, Hongmei Li:
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 102: 102375 (2021) - [j17]Dong Han, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Huiren Tian, Yue Zhang, Hongmei Li:
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. 14: 10383-10394 (2021) - [j16]Pengxin Wang, Liuyang Song, Xudong Guo, Huaqing Wang, Lingli Cui:
A High-Stability Diagnosis Model Based on a Multiscale Feature Fusion Convolutional Neural Network. IEEE Trans. Instrum. Meas. 70: 1-9 (2021) - 2020
- [j15]Xijia Zhou, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li, Lei Wang:
Developing a fused vegetation temperature condition index for drought monitoring at field scales using Sentinel-2 and MODIS imagery. Comput. Electron. Agric. 168 (2020) - [j14]Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Jingqi Zhang, Hongmei Li:
An IPSO-BP neural network for estimating wheat yield using two remotely sensed variables in the Guanzhong Plain, PR China. Comput. Electron. Agric. 169: 105180 (2020) - [j13]Lei Wang, Pengxin Wang, Shunlin Liang, Yongchao Zhu, Jahangir Khan, Shibo Fang:
Monitoring maize growth on the North China Plain using a hybrid genetic algorithm-based back-propagation neural network model. Comput. Electron. Agric. 170: 105238 (2020) - [j12]Xijia Zhou, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li, Huiren Tian:
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. 177: 105692 (2020) - [j11]Dong Han, Pengxin Wang, Kevin Tansey, Xijia Zhou, Shuyu Zhang, Huiren Tian, Jingqi Zhang, Hongmei Li:
Linking an agro-meteorological model and a water cloud model for estimating soil water content over wheat fields. Comput. Electron. Agric. 179: 105833 (2020) - [j10]Xijia Zhou, Pengxin Wang, Kevin Tansey, Darren Ghent, Shuyu Zhang, Hongmei Li, Lei Wang:
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. 13: 129-142 (2020) - [j9]Huaqing Wang, Shi Li, Liuyang Song, Lingli Cui, Pengxin Wang:
An Enhanced Intelligent Diagnosis Method Based on Multi-Sensor Image Fusion via Improved Deep Learning Network. IEEE Trans. Instrum. Meas. 69(6): 2648-2657 (2020)
2010 – 2019
- 2019
- [j8]Huaqing Wang, Pengxin Wang, Liuyang Song, Bangyue Ren, Lingli Cui:
A Novel Feature Enhancement Method Based on Improved Constraint Model of Online Dictionary Learning. IEEE Access 7: 17599-17607 (2019) - [j7]Lei Wang, Pengxin Wang, Shunlin Liang, Xuan Qi, Li Li, Lianxiang Xu:
Monitoring maize growth conditions by training a BP neural network with remotely sensed vegetation temperature condition index and leaf area index. Comput. Electron. Agric. 160: 82-90 (2019) - 2018
- [j6]Jahangir Khan, Pengxin Wang, Yi Xie, Lei Wang, Li Li:
Mapping MODIS LST NDVI Imagery for Drought Monitoring in Punjab Pakistan. IEEE Access 6: 19898-19911 (2018) - [j5]Lei Wang, Pengxin Wang, Li Li, Lan Xun, Qingling Kong, Shunlin Liang:
Developing an integrated indicator for monitoring maize growth condition using remotely sensed vegetation temperature condition index and leaf area index. Comput. Electron. Agric. 152: 340-349 (2018) - 2017
- [j4]Yi Xie, Pengxin Wang, Huitao Sun, Shuyu Zhang, Li Li:
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. 10(4): 1303-1316 (2017) - [j3]Xuejiao Bai, Pengxin Wang, Hongshuo Wang, Yi Xie:
An Up-Scaled Vegetation Temperature Condition Index Retrieved From Landsat Data with Trend Surface Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(8): 3537-3546 (2017) - 2016
- [j2]Miao Tian, Pengxin Wang, Jahangir Khan:
Drought Forecasting with Vegetation Temperature Condition Index Using ARIMA Models in the Guanzhong Plain. Remote. Sens. 8(9): 690 (2016) - 2012
- [c10]Ping Han, Pengxin Wang, Miao Tian, Shuyu Zhang, Junming Liu, Dehai Zhu:
Application of the ARIMA Models in Drought Forecasting Using the Standardized Precipitation Index. CCTA (1) 2012: 352-358 - 2010
- [j1]Ping Han, Pengxin Wang, Shuyu Zhang, Dehai Zhu:
Drought forecasting based on the remote sensing data using ARIMA models. Math. Comput. Model. 51(11-12): 1398-1403 (2010)
2000 – 2009
- 2008
- [c9]Xian Wang, Chunjiang Zhao, Cunjun Li, Liangyun Liu, Wenjiang Huang, Pengxin Wang:
Use of Ceres-Wheat Model for Wheat Yield Forecast in Beijing. CCTA (1) 2008: 29-37 - 2007
- [c8]Guangjian Yan, Junfa Wang, Qiang Liu, Lin Su, Pengxin Wang, Junming Liu, Wuming Zhang, Zhiqiang Xiao:
An airborne multi-angle power line inspection system. IGARSS 2007: 2913-2915 - 2004
- [c7]Xingmin Li, Anlin Liu, Shuyu Zhang, Zhao Wang, Wei Sun, Pengxin Wang:
A study on thermal inertia approach for agricultural drought monitoring in Shaanxi Province, China by using NOAA/AVHRR data. IGARSS 2004: 4031-4033 - [c6]Pengxin Wang, Kai Yan, Wei Sun, Xiaowen Li, Jindi Wang:
Using crop simulation model to study the time lag between precipitation and NDVI and its effect on NDVI based agricultural applications. IGARSS 2004: 4084-4086 - [c5]Pengxin Wang, Xiaowen Li, Wei Sun, Xingmin Li, Shuyu Zhang, Anlin Liu:
Soil thermal inertia estimation by combining afternoon and morning AVHRR data with a modified diurnal land surface temperature change model. IGARSS 2004: 4299-4301 - 2003
- [c4]Juanjuan Jing, Jihua Wang, Pengxin Wang, Yuchun Pan, Liangyun Liu, Jindi Wang, Hua Wang, Wenjiang Huang:
Using the NDVI contribution ratio at different growth stages to estimate winter wheat yield. IGARSS 2003: 377-379 - [c3]Hua Wang, Pengxin Wang, Liming He, Xiaowen Li, Jindi Wang, Juanjuan Jing, Peijuan Wang:
An approach on LAI assimilation between field measurement and crop model simulation. IGARSS 2003: 3580-3582 - [c2]Changzuo Wang, Chunjiang Zhao, Jindi Wang, Jihua Wang, Liangyun Liu, Pengxin Wang, Juanjuan Jing, Zhijie Wang:
Correlation analysis between hyperspectral feature and foliage water content in the growth period of winter wheat. IGARSS 2003: 3778-3780 - [c1]Pengxin Wang, Xiaowen Li, Jindi Wang:
Using path analysis to study correlation and causation in remote sensing inversion. IGARSS 2003: 3863-3865
Coauthor Index
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