Wu Yu
School
School of Earth System Science
Professional Title
Associate professor
Contact Information
wu_yu@tju.edu.cn
Rm 302, Building No.16
Brief Introduction
Dr. Yu Wu joined School of Earth System Science in 2022. His research interests include atmospheric optical modeling, radiative transfer of remote sensing, monitoring and evaluation of carbon. He has published more than 50 SCI-index peer-reviewed journal papers, and has been cited for thousands of times with Google Scholar h-index = 22.
Education Background
- Doctoral degree| Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences| Signal and information processing| 2013
Research Interests
- (1) Optical simulation and climate effect of aerosols;
(2) remote sensing of eco-environmental parameters;
(3) Radiative transfer modeling and image quality improvement.
Courses
Positions & Employments
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2022.1-Now
地球系统科学学院 | 天津大学 -
2013.7-2021.12
Institute of Remote Sensing and Digital Earth/Aerospace Information Research Institute, Chinese Academy of Sciences
Academic Achievements
- Papers
- [1] Y Yu, Y Wu*, D Xie, L Zhang, T Yu, W Tian, L Guo, Y Wu, Z Liu. (2026) RACNN: A Novel Deep Learning Atmospheric Correction Method for Aerosols with High Diversity. IEEE Transactions on Geoscience and Remote Sensing, 64: 4106121.
- [2] J Zhao, Y Wu*, W Zhang*, Z Wang, D Xie, Z Liu, Z Zhang. (2026) Seasonal aerosol variations at the Land-Ocean boundary: Insights from a global AERONET network analysis. Environment International. 209: 110158.
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- [3] Y Guo, Y Wu*, L Zheng, W Wang, Q Chen, X Han, C Xu, P Li, X Sun, X Zuo, M Ji, Z Liu, Y Wu, X Zhang. Assessing carbon storage of a coastal wetland using long-term high-resolution Gaofen satellite data. Frontiers in Remote Sensing. 7: 1742193.
- [4] Y Zhang, Z Gao, Y Dai, Y Wu*, L Zhang*, X Han, Z Liu. (2026) WANet: A Wavelet-Attention Network for Accurate Ditch Extraction in Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. Accept.
- [5] D Xie, L Guo, Y Wu*, Q Chen, X Zuo, T Zou, H Gao, Y Li, L Zhang, Y Yu, R Xiao, Y Wang, C Yi, Z Wang, J Shi, Y Guo, Y Wu. (2025) Polarization Calibration Verification of the Directional Polarimetric Camera on the Terrestrial Ecosystem Carbon Inventory Satellite. IEEE Transactions on Geoscience and Remote Sensing, 63: 1001212.
- [6] R Zhang, Y Wu*, L Zhang*, C Xu, Z Wang, Y Zhang, X Sun, X Zuo, Y Wu, Q Chen. (2025) A multiscale network with mixed features and extended regional weather forecasts for predicting short-term photovoltaic power. Energy, 318: 134792.
- [7] Y Wu, Y Wu*, J Ye, L Zheng*, C Xu, L Zhang, R Zhang, Z Wang, X Sun, X Zuo, Q Chen. (2025) Optimizing meteorological predictions to improve photovoltaic power generation in coastal areas. Sustainable Energy Technologies and Assessments, 78: 104345.
- [8] C Li, M Yao, L Lv*, Y Wu*, Z Hao. (2025) Optimization of VMD-LSTM load power forecasting model based on OOLSSA algorithm. Journal of Industrial and Management Optimization. 21(4): 2864-2884.
- [9] Y Wu, L Zheng, Y Wu, Z Wang, Y Guo. (2024). Optical modeling of atmospheric black carbon aerosol ensembles with complex particle morphology, Environmental Research Letters. 19: 054017.
- [10] B Li, D Xie*, Y Wu*, L Zheng, C Xu, Y Zhou, Y Fu, C Wang, B Liu, X Zuo. (2024) Synthesis and Detection Algorithms for Oblique Stripe Noise of Space-borne Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 62: 5402314.
- [11] Z Wang, D Xie*, Y Wu*, H Wu, X Qi, D Huang, R Zhong. (2024) Mercator Descriptor: A Novel Global Descriptor for Loop Closure Detection in LiDAR SLAM. IEEE Sensors Journal, 24: 35730-35742.
- [12] L Lv, Y Zhang, Q Huang, Y Wu*. (2024) Two improved generalized extended stochastic gradient algorithms for CARARMA systems. Journal of the Franklin Institute, 361 (17): 107295.
- [13] L Zhang, Q Zhang, Y Wu*, Y Zhang, S Xiang, D Xie and Z Wang. (2024) A Full-Scale Shadow Detection Network Based on Multiple Attention Mechanisms for Remote-Sensing Images. Remote Sensing, 16(24): 4789.
- [14] L Zhang, R Zhang, Y Wu*, Y Wang, Y Zhang, L Zheng, C Xu, X Zuo, Z Wang. (2024) ResTUnet: A Novel Neural Network Model for Nowcasting Using Radar Echo Sequences by Ground-Based Remote Sensing. Remote Sensing, 16(24), 4792.
- [15] Y Wu, T Cheng, L Zheng, Y Zhang, L Zhang. (2023). Particle size amplification of black carbon by scattering measurement due to morphology diversity, Environmental Research Letters. 18: 024011.
- [16] Y Jiao, M Zhang, Y Wu*. (2022) Research on multi-granularity method of role engineering, Frontiers in Neuroscience. 16: 1020277.
- [17] Y Lin, Q Tian, B Qiao*, Y Wu*, X Zuo, Y Xie, Y Lian, (2022) A Synthetic Angle Normalization Model of Vegetation Canopy Reflectance for Geostationary Satellite Remote Sensing Data, Agriculture, 12(10), 1658.
- [18] J Gao, R Chang, Z Yang, Q Huang, Y Zhao, Y Wu*. (2022) A task offloading algorithm for cloud-edge collaborative system based on Lyapunov optimization, Cluster Computing. 26(1): 337-348.
- [19] Y Wu, T Cheng, L Zheng. (2020). Light absorption of black carbon aerosols strongly influenced by particle morphology distribution. Environmental Research Letters. 15: 094051.
- [20] Y Wu, T Cheng, X Pan, L Zheng, S Shi, H Liu. (2020). The role of biomass burning states in light absorption enhancement of carbonaceous aerosols. Scientific Reports. 10: 12829.
- [21] L Zheng, Y Wu*. (2020) Effects of primary particle size on light absorption enhancement of black carbon aerosols using the superposition T-matrix method. Journal of Quantitative Spectroscopy and Radiative Transfer, 258: 107388.
- [22] Y Wu, T Cheng, D Liu, J Allan, L Zheng, H Chen. (2018). Light absorption enhancement of black carbon aerosol constrained by particle morphology. Environmental Science & Technology, 52: 6912-6919.
- [23] Y Wu, T Cheng, L Zheng, H Chen. (2017). Sensitivity of mixing states on optical properties of fresh secondary organic carbon aerosols. Journal of Quantitative Spectroscopy and Radiative Transfer, 195: 147-155.
- [24] L Zheng, Y Wu*, T Yu, J Yang, Z Zhang. (2017) Object-based cloud detection of multitemporal high-resolution stationary satellite images. Optical Engineering, 56(7): 073103.
- [25] Y Wu, T Cheng, L Zheng, H Chen. (2016) Models for the optical simulations of fractal aggregated soot particles thinly coated with non-absorbing aerosols. Journal of Quantitative Spectroscopy and Radiative Transfer, 182: 1-11.
- [26] Y Wu, T Cheng, L Zheng, H Chen. (2016). Effect of morphology on the optical properties of soot aggregated with spheroidal monomers. Journal of Quantitative Spectroscopy and Radiative Transfer, 168: 158-169.
- [27] Y Wu, T Cheng, L Zheng, H Chen. (2016). Optical properties of the semi-external mixture composed of sulfate particle and different quantities of soot aggregates. Journal of Quantitative Spectroscopy and Radiative Transfer, 179: 139-148.
- [28] Y Wu, T Cheng, L Zheng, H Chen. (2016). Black carbon radiative forcing at TOA decreased during aging. Scientific Reports, 6: 38592.
- [29] Y Wu, T Cheng, L Zheng, H Chen, H Xu. (2015) Single scattering properties of semi-embedded soot morphologies with intersecting and non-intersecting surfaces of absorbing spheres and non-absorbing host. Journal of Quantitative Spectroscopy and Radiative Transfer, 157: 1-13.
- [30] Y Wu, T Cheng, L Zheng, H Chen. (2015) A study of optical properties of soot aggregates composed of poly-disperse monomers using the superposition T-matrix method. Aerosol Science and Technology, 49(10): 941-949.
- [31] Y Wu, T Cheng, X Gu, L Zheng, H Chen, H Xu. (2014) The single scattering properties of soot aggregates with concentric core-shell spherical monomers. Journal of Quantitative Spectroscopy and Radiative Transfer, 135: 9-19.
- [32] Y Wu, X Gu, T Cheng, D Xie, T Yu, H Chen, J Guo. (2012) The single scattering properties of the aerosol particles as aggregated spheres. Journal of Quantitative Spectroscopy and Radiative Transfer, 113(12): 1454-1466.
- Books
- [1] 余涛，吴俣，张丽丽，张文豪，《高分辨率卫星图像仿真技术》，2025年，书号：978-7-04-063303-0
- [2] 程天海，包方闻，吴俣，《大气黑碳气溶胶遥感技术及应用》，2021年，书号：978-7-03-068240-6
- Patents
- [1] 计及大气湿度的滨海地区光伏发电功率预测方法及系统，发明专利，202411605038.1；（2025年授权）
- [2] 一种区域光伏发电功率短时预测方法及系统，发明专利，202411605070.X；（2025年授权）
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- [3] 一种基于几何辐射一体化采样的遥感图像仿真方法，发明专利，202010273931.4；（2024年授权）
- [4] 一种基于卷积神经网络的短波辐射预测方法及系统. 202111241509.1; （2023年授权）
- [5] 耦合吸收性气溶胶模型的大气矢量辐射传输模拟方法，发明专利，202010588944.0；（2023年授权）
- [6] 一种基于后向散射观测的黑碳气溶胶老化状态估算方法，发明专利，202010933508.2；（2023年授权）
- [7] 一种含碳气溶胶线性退偏比的计算方法，发明专利，202010747147.2；（2023年授权）
- [8] 一种大气颗粒物的微物理特性到光学散射特性的计算方法，发明专利，201710388235.6；（2020年授权）
- [9] 一种大气颗粒物的微物理模型构建技术方法. 发明专利，201710376801.1；（2019年授权）