Tsingzao

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Welcome to Tingzhao Yu (于廷照 Tsingzao)’s Homepage

Work

2019 年 6 月 - 2021 年 12 月， 中国气象局公共气象服务中心， 工程师 - China Meteorological Administration

2021 年 12 月 - 至 今， 中国气象局公共气象服务中心， 高级工程师 - China Meteorological Administration

Education

2009 年 9 月- 2013 年 6 月，中国海洋大学自动化系，本科，自动化 - Ocean University of China

2013 年 9 月- 2016 年 6 月，中国科学院自动化研究所，硕士，计算机技术 - Institute of Automation, Chinese Academy of Sciences

2016 年 9 月- 2019 年 6 月 ，中国科学院自动化研究所，模式识别国家重点实验室，博士 - Institute of Automation, Chinese Academy of Sciences

Projects

  1. CMA Public Meteorological Service Center Innovation Foundation (No. K2020006). 2020.01-2020.12. 联合主持

  2. CMA Public Meteorological Service Center Innovation Foundation (No. M2021002). 2021.07-2021.06. 主持

  3. National Natural Science Foundation of China (No. 62106270). 2022.01-2024.12. 主持

  4. CAMS & China Re CRM·Joint Open Lab on Meteorological Risk and Insurance (No. 2023F016). 2023.07-2024.06. 联合主持

  5. CMA - Joint Research Project for Meteorological Capacity Improvement (No. 23NLTSQ014). 2023.09-2025.08. 主持

  6. CMA - The Innovation Development Project. 2023-2025. 主持

Publications

  1. Tingzhao Yu, Wensheng Zhang. Research on Boosting theory and application. CCF BigData 2015 / 中国科技大学学报: 2016 ,46 / 3 ,222-230

  2. Tingzhao Yu, Wenrui Hu, Wei Xue, Wensheng Zhang. Color Image Demosaicking via Joint Intra and Inter Channel Information. IET Electronics Letters: 2016 ,Vol. 52 No. 8 ,pp. 605–607

  3. Tingzhao Yu, Wensheng Zhang. Semi-Supervised Multi-Label Learning with Joint Dimensionality Reduction. IEEE Signal Processing Letters: 2016 ,Volume:23 , Issue: 6 ,795 - 799

  4. Ting Liu, Jun Wan, Tingzhao Yu, Zhen Lei and Stan Z. Li. Age Estimation based on Multi-Region Convolutional Neural Network. Chinese Conference on Biometric Recognition, CCBR: 2016 ,vol 9967 ,pp 186-194

  5. Tingzhao Yu, Huxiang Gu, Lingfeng Wang, Shiming Xiang and Chunhong Pan. Cascaded Temporal Spatial Features for Video Action Recognition. ICIP: 2017 ,to appear

  6. Chaoxu Guo, Tingzhao Yu, Huxiang Gu, Shiming Xiang, Chunhong Pan. MGN: Multi-Glimpse Network for Action Recognition. ICASSP: 2018 , to apper

  7. Tingzhao Yu, Lingfeng Wang, Huxiang Gu, Shiming Xiang, Chunhong Pan. Deep Generative Video Prediction. Pattern Recognition Letters: 2018

  8. Tingzhao Yu, Chaoxu Guo, Lingfeng Wang, Shiming Xiang, Chunhong Pan. Self-Paced AutoEncoder. IEEE Signal Processing Letters: 2018

  9. Tingzhao Yu, Chaoxu Guo, Lingfeng Wang, Huxiang Gu, Shiming Xiang, Chunhong Pan. Joint Spatial-Temporal Attention for Action Recognition. Pattern Recognition Letters: 2018

  10. Tingzhao Yu, Lingfeng Wang, Chaoxu Guo, Huxiang Gu, Shiming Xiang, Chunhong Pan. Pseudo Low-Rank Video Representation. Pattern Recognition: 2019

  11. Tingzhao Yu, Lingfeng Wang, Cheng Da, Huxiang Gu, Shiming Xiang, Chunhong Pan. Weakly Semantic Guided Action Recognition. IEEE Transactions on Multimedia: Accept

  12. Qiuming Kuang, Tingzhao Yu*(Corresponding Author). Review of Leveraging AI for Exploitation of Satellite Observations. Advances in Meteorological Science and Technology: 2020.

  13. Tingzhao Yu, Qiuming Kuang, Junnan Hu, Jiangping Zheng, Xiaoyong Li. Global-Similarity Local-Salience Network for Traffic Weather Recognition. IEEE Access: Accept.

  14. Tingzhao Yu, Qiuming Kuang, Jiangping Zheng, Junnan Hu. Deep Precipitation Down-scaling. IEEE Geoscience and Remote Sensing Letters: Accept.

  15. Tingzhao Yu, Qiuming Kuang, Ruyi Yang. ATMConvGRU for weather forecasting. IEEE Geoscience and Remote Sensing Letters: Accept.

  16. Qiuming Kuang, Tingzhao Yu*(Corresponding Author). MetPGNet: Meteorological Prior Guided Network for Temperature Forecasting. IEEE Geoscience and Remote Sensing Letters: Accept.

  17. Xinbang Zhang, Qizhao Jin, Tingzhao Yu, Shiming Xiang, Qiuming Kuang, Véronique Prinet, and Chunhong Pan. Multi-modal spatio-temporal meteorological forecasting with deep neural network. ISPRS Journal of Photogrammetry and Remote Sensing. 2022.

  18. 匡秋明; 沈晨凯; 于廷照; 刘进. 多尺度残差金字塔网络模型三维气象要素降尺度研究. 大气科学学报. 2022.

  19. Tingzhao Yu, Ruyi Yang, Yan Huang, Jinbing Gao, Qiuming Kuang. Terrain Guided Flatten Memory Network for Deep Spatial Wind Downscaling. IEEE Journal of Selected Topics on Applied Earth Observation and Remote Sensing. 2022.

  20. Fang Zhang, Tingzhao Yu*, Zhimin Li, Kuoyin Wang, Yu Chen, Yan Huang, Qiuming Kuang. Deep Quantified Visibility Estimation for Traffic Images. Atmosphere. 2022. (Corresponding Author)

  21. Ruijiao Jiang, Guoping Zhang, Shudong Wang, Bing Xue, Zhengshuai Xie, Tingzhao Yu, Kuoyin Wang, Jin Ding, Xiaoxiang Zhu. Comparison of two nationwide lightning location systems and characteristics of could-to-ground lightning in China. preprints.

  22. Tingzhao Yu, Ruyi Yang. Temporal Dynamic Network with Learnable Coupled Adjacent Matrix for Wind Forecasting. IEEE Geoscience and Remote Sensing Letters: Accept.

  23. 杨如意; 张元春; 孙建华; 慕建利; 于廷照. 二级地形东移MCS影响下游降水的典型个例研究. 大气科学. 2023.

  24. Ding, Jin; Zhang, Guoping; Wang, Shudong; Xue, Bing; Wang, Kuoyin; Yu, Tingzhao; Jiang, Rruijiao; Chen, Yu; Huang, Yan; Li, Zhimin; Yang, Ruyi; Liu, Xiaodan; Tian, Ye. Characteristic Analysis and Short-Impending Prediction of Aircraft Bumpiness over Airport Approach Areas and Flight Routes. Atmosphere 2023

  25. Kuoyin Wang, Yan Huang, Tingzhao Yu (Corresponding Author), Zhimin Li, Yu Chen, Qiuming Kuang. MAFormer: A new method for radar reflectivity reconstructing from satellite data. Atmosphere. Accept

  26. 袁彬, 于廷照, 申彦波, 莫景越, 邓华. 基于人工智能多模式集成的光伏电站总辐射预报方法研究. 太阳能学报

  27. Ruyi Yang, Jingyu Hu, Zihao Li, Jianli Mu, Tingzhao Yu, Jiangjiang Xia, Xuhong Li, Aritra Dasgupta, Haoyi Xiong. Interpretable Machine Learning for Weather and Climate Prediction: A Survey

  28. Ruijiao Jiang, Guoping Zhang, Shudong Wang, Bing Xue, Zhengshuai Xie, Tingzhao Yu, Kuoyin Wang, Jin Ding, and Xiaoxiang Zhu. Characteristics of cloud-to-ground lightning (CG) and differences between +CG and −CG strokes in China regarding the China National Lightning Detection Network. Natural Hazards and Earth System Sciences

  29. Fang Zhang, Jin Ding, Yu Chen, Tingzhao Yu, Xinxin Zhang, Jie Guo, Xiaodan Liu, Yan Wang, Qingyang Liu, Yingying Song. Analysis of the Multi-Dimensional Characteristics of City Weather Forecast Page Views and the Spatiotemporal Characteristics of Meteorological Disaster Warnings in China. Atmosphere

Patents

  1. 于廷照, 等. 一种构建高铁沿线风速预报模型的方法及装置[P]. CN112801564B. 2021. (国家发明专利)

  2. 于廷照, 等. 一种多数值模式集成预报方法及装置[P]. CN113011106B. 2021. (国家发明专利)

  3. 一种构建降水等级预测模型的方法及装置[P]. CN112800691B. 2021. (国家发明专利，排名5/6)

  4. 一种构建用于风速预测的深度卷积回归网络的方法及装置[P]. CN112990354B. 2021. (国家发明专利，排名5/6)

  5. 一种构建格点风速订正模型的方法及装置[P]. CN113204061B. 2021. (国家发明专利，排名5/6)

  6. 一种对站点风速预报结果进行订正的方法及装置[P]. CN113253364B. 2021. (国家发明专利，排名5/6)

  7. 一种获取气象服务知识的方法及装置[P]. CN113254473B. 2021. (国家发明专利，排名7/8)

  8. 一种推送气象服务内容的方法及装置[P]. CN113254789B. 2021. (国家发明专利，排名7/8)

  9. 雷电临近预报方法、装置、电子设备及计算机存储介质[P]. CN117148360B. 2023. (国家发明专利，排名3/7)

Copyrights

  1. 于廷照, 等. 基于空间畸变网络的多气象要素空间降尺度系统. 2023SR0516057. 2023.

  2. 于廷照, 等. 基于地形先验指导的精细化风场空间降尺度系统. 2023SR0516078. 2023.

  3. 于廷照, 等. 基于局部全局特征的高速公路图像天气现象识别系统. 2023SR0516077. 2023.

  4. 于廷照, 等. 基于气象先验指导的高速公路视频图像能见度识别系统. 2023SR0516076. 2023.

  5. 于廷照, 等. 基于轴向注意力机制的多气象要素预测深度学习系统. 2023SR0515963. 2023.

  6. 于廷照, 等. 基于局地温度变化方程的精细化温度预测系统. 2023SR0515960. 2023.

  7. 于廷照, 等. 基于时变可学习邻接矩阵的站点风速预报系统. 2023SR0515959. 2023.

  8. 于廷照, 等. 基于深度可分离卷积的风云卫星图像预测系统. 2023SR0515965. 2023.

  9. 于廷照, 等. 基于Transformer的雷达回波图像预测系统. 2023SR0515968. 2023.

Awards

  1. Outstanding Graduates of Shandong Province.

  2. National Scholarship (Ministry of Education).

  3. Outstanding Investigation Report of CMA.

  4. (Young) High-level Talents of CMA.

Reviewers for

  1. IEEE transactions on Circuits and Systems for Video Technology
  2. IEEE transactions on Multimedia
  3. IEEE Access
  4. IEEE transactions on Big Data
  5. IEEE transactions on Consumer Electronics
  6. Pattern Recognition Letters
  7. Applied Sciences
  8. Signal Image and Video Processing
  9. Neural Processing Letter
  10. Neurocomputing
  11. Multimedia System
  12. Atmosphere
  13. Sensors
  14. International Journal of Machine Learning and Cybernetics
  15. Electronics
  16. IEEE transactions on Emerging Topics in Computational Intelligence
  17. The Journal of Supercomputing

Contact

Email: tsingzao@hotmail.com

For more details

My Google Scholar: https://scholar.google.com/citations?user=9SHH0m0AAAAJ&hl=en

My DBLP: https://dblp.org/pers/hd/y/Yu:Tingzhao

My ResearchGate: https://www.researchgate.net/profile/Tingzhao_Yu

My GoogleSite: https://sites.google.com/site/tsingzaoyu/

My Github: https://github.com/Tsingzao

My EsciencePage: http://www.escience.cn/people/yutingzhao/index.html

My Sina Blog: http://blog.sina.com.cn/tsingzao

My CSDN Blog: https://blog.csdn.net/yutingzhaomeng

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