Tropical cyclone induced wind and rainfall forecast and modeling

Forecasting and modeling for the intensity of tropical cyclones

Multiple Operational Models Consensus Forecast

Artificial Intelligence and weather forecasting

Climate Change

Environmental Engineering

PhD of Engineering: Major in Environmental Engineering, Department of Civil Engineering,

The University of Hong Kong, Hong Kong                                      2006-2010

·       Thesis: Statistical and numerical studies of urbanization influence and climate change in South  China

·       Supervisor: Dr. Ji Chen

         

Master of Engineering: Major in Environmental Engineering, Department of Civil Engineering,

McGill University, Montreal, Canada                                          2003-2006          

·       Thesis: Statistical downscaling and simulation of daily temperature extremes

·       Supervisor: Professor Van-Thanh-Van Nguyen

 

Bachelor of Engineering: Major in Chemical Equipment & Machinery, Department of Chemical Engineering, Tianjin University, Tianjin,China                                 1988-1992

 

Bachelor of Engineering: Major in Technological Economy, Department of Technological Economy, Tianjin University, Tianjin,China                                             1990-1992

(Now this major is renamed to Cost Engineering)  

   

·       Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences         2011-present

Tropical Cyclone modelling and estimation of the induced wind and rainfall;

Forecasting and Modeling of the intensity of tropical cyclone;

Weather Forecast;

Climate Change;

·       University of Hong Kong, Hong Kong                                       2006-2011

Statistical analysis of urbanization effect on climate change in South China;

Teleconnection between ENSO and climate in South China;

Investigation of urbanization effect on weather variables in South China by using WRF model.

Estimation of Lyapunov spectrum and model selection for a chaotic time series

Noise reduction by the wavelet shrinkage for Hydrological time series

·       McGill University, Montreal, Canada                                        2004-2006

Statistical analysis of daily extreme temperature data for 20 stations in Quebec;

Statistical downscaling models for daily temperature extreme;

Stochastic modeling of temperature time series.

Tropical cyclone induced wind and rainfall forecast and modeling

Forecasting and modeling for the intensity of tropical cyclones

Data Mining

Climate Change

Artificial Intelligence and weather forecasting

Environmental Engineering

·        Qinglan Li*; Xulong Peng; Tingting Tang; et al. Forecasting Tropical Cyclone Intensity in Northwest Pacific Ocean by Statistical Scheme, AOGS 13th Annual Meeting, Beijing, China. 31 Jul to 5 Aug, 2016.

·        Qinglan Li*; Xulong Peng; Tingting Tang; et al. A Statistical Model for Tropical Cyclone Intensity Forecast in Northwest Pacific Ocean Considering the Land Effect, 32nd Conference on Hurricanes and Tropical Meteorology, San Juan , PR. 17-22 April, 2016

·        Li, Qinglan*; Xu, Pengcheng; Wang, Xingbao; Lan, Hongping; Cao, Chunyan; Li, Guangxin; Zhang, Lijie. Precision Forecast for Wind Gust Due to Tropical Cyclone in South China. AOGS 12^th Annual Meeting, Singapore. 2015.8.2-8.7，Oral presentation

·        Li, Qinglan*; Xu, Pengcheng; Wang, Xingbao; Lan, Hongping; Cao, Chunyan; Li, Guangxin; Zhang, Lijie. An Operational Statistical Scheme for Tropical Cyclone Induced Wind Gust Forecast. 36th IAHR World Congress, Delft-The Hague, the Netherlands. 2015.6.28-7.3，Poster presentation

·        Li, Qinglan*; Lan, Hongping; Chan, Johnny C. L.; Cao, Chunyan; Li, Cheng. An Operational Statistical Scheme for Tropical Cyclone Induced Rainfall Forecast. 3rd IAHR Europe Congress, Porto, Portugal. 2014.4.14-16，Poster presentation; Proceeding Section 47 (2): 1-10

·        Shi, Wei; Li, Qinglan*; Wu, Yang.  Exploration of New Criterion for Extreme Hot Weather Warning in China, 35th IAHR World Congress, Chengdu, China. 2013. 9. 8-13, Oral presentation；Proceeding Section 8 (3): A10971 1-8

·        Li, Q. and Chen, J. (2011). Effects of Urban Land Use Change and Anthropogenic Heat on temperature variation in Summer over Guangzhou-Shenzhen in South China by using WRF-Noah-UCM, PRAMA 20 conference, Hong Kong. Poster presentation & Oral presentation

·        Li, Q. and Chen, J. (2010). Investigation of Urban Land Use Change and Anthropogenic Heat Effect on Temperature Change by WRF Model in Guangzhou-Shenzhen, South China. PRAMA 18 conference, San Diego, USA. Poster presentation  

·        Li, Q. and Chen, J. (2009). Observational and Modeling Study of Urban effect on Weather Variables in Guangzhou-Shenzhen, South China. AGU 2009 meeting, San Francisco, USA. Poster presentation.  

·        Li, Q. and Chen, J. (2009). Urban effect Investigation on Climate Change by Statistical Analysis and WRF model. PRAMA 17 conference, Hanoi, Vietnam. Poster presentation.  

·        Li, Q. and Chen, J. (2009). Investigation of Urbanization effect on Climate Change in South China by WRF model. EGU 2009 meeting, Vienna, Austria. Poster presentation.  

·        Li, Q. and Chen, J. (2008). Relationship between Climate Change in South China and Urbanization in the Pearl River Delta. Workshop on Climate Change and Climate Prediction in the Pearl River Delta Region organized by Hong Kong Observatory, Hong Kong. Oral presentation.  

·        Li, Q. and Chen, J. (2008). Teleconnection between ENSO and climate in South China. 4^th APHW Conference, Beijing, China. Oral presentation.

·        Li, Q. and Chen, J. (2008). Regional Climate Variation in South China Related to Global Climate Change and Local Urbanization. 16^th IAHR-APD & 3^rd IAHR-ISHS Conference, Nanjing, China. Oral presentation.

·       Li, Q. and Nguyen, V.T.V. (2006). Statistical Downscaling of Daily Temperature Extremes by Regression Methods. 3rd APHW Conference, Bangkok, Thailand. Oral presentation. 

Shenzhen Meteorological Bureau

National Meteorological Center

The University of Hong Kong

The Hong Kong University of Science and Technology

Tsinghua University

Xiangtan University

City University of Hong Kong

已指导学生

刘炳荣  硕士研究生  081203-计算机应用技术  

李广鑫  博士研究生  081203-计算机应用技术  

刘程  硕士研究生  085212-软件工程  

翟帅  硕士研究生  085211-计算机技术  

何轮凯  博士研究生  081203-计算机应用技术  

钟雨萍  硕士研究生  085211-计算机技术  

皮金勇  硕士研究生  085211-计算机技术  

刘晓燕  硕士研究生  085211-计算机技术  

吴悦媛  硕士研究生  085211-计算机技术  

马超怡  硕士研究生  085211-计算机技术  

朱港亚  硕士研究生  085404-计算机技术  

崔茂  硕士研究生  085404-计算机技术  

段华帅  硕士研究生  085404-计算机技术  

现指导学生

张佳丽  博士研究生  081203-计算机应用技术  

瞿安康  博士研究生  081203-计算机应用技术  

何政成  硕士研究生  085404-计算机技术  

武杨，  硕士生，2014年毕业，计算机应用 

彭玉龙，硕士生，2016年毕业，计算机应用 

汤婷婷，硕士生，2016年毕业，计算机应用 

郑焘，  硕士生，2017年毕业，计算机应用 

刘炳荣，硕士生，2018年毕业，计算机应用

吴松旭，硕士生，2018年毕业，计算机应用

陆训，  硕士生，2018年毕业，计算机应用 

李增录，硕士生，2018年毕业，计算机应用

朱天禹，硕士生，2019年毕业，计算机应用

刘程，硕士生，2020年毕业，计算机应用

翟帅， 硕士生，2020年毕业，计算机应用 

卢晓雄， 硕士生，2020年毕业，应用数学  

钟雨萍， 硕士生，2021年毕业，计算机应用

谌稳，硕士生，2021年毕业，应用数学    

李广鑫 , 博士生 , 在读

何轮凯，博士生 , 在读

张佳丽，博士生 , 在读

吴悦媛，硕士生，在读 

马超怡，硕士生，在读 

朱港亚，硕士生，在读 

Riaz Ali，PHD student majoring in computer application

安宏宇，硕士生，在读 

段华帅，硕士生，在读 

   

（1） Shenzhen Science and Technology Progress Award (rank the first in team), 2021

（2）China Industry-University-Research Cooperation Innovation Award, National Level, 2020

（3） Key Technology Talent, Chinese Academy of Sciences, 2018

（4） Excellent Employee, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 2018

（5） Excellent Employee, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 2017

（6） Overseas High-caliber Personnel in Shenzhen, 2016

（7） Excellent Employee, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 2016

（8） Award for Innovation practice, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 2016

（9） Excellent Employee, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 2015

（10） Excellent Employee, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 2014

（11） Award for Basic Meteorological Service Expert in Guangdong Province, 2014

（12）Award for Excellent Paper in Guangdong Meteorological Yearly Meeting,  2014

• Lunkai He, Qinglan Li*, Jiali Zhang, Xiaowei Deng, Zhijian Wu, Yaoming Wang, Pak Wai Chan, Na Li. Enhanced Tropical Cyclone Precipitation Prediction in the Northwest Pacific Using Deep Learning Models and Ensemble Techniques. Water, 2024, 16(5), 671, 1-18 https://doi.org/10.3390/w16050671

•  陈北辰，李晴岚*，王正阳，张洪岩，李文博，程靖清，王晓. 2024.《2017-2022年深圳海水入侵变化趋势及影响因素分析》，海洋地质前沿，40(1): 1-10.

• Hongyu An, Qinglan Li*, Xinyan Lv, Guangxin Li, Qifeng Qian, Guanbo Zhou, Gaozhen Nie, Lijie Zhang, Linwei Zhu. 2023. Forecasting Daily Extreme Temperatures in Chinese Representative Cities Using Machine Learning Models. Weather and Climate Extremes, 42, 100621, 1-12. https://doi.org/10.1016/j.wace.2023.100621

• Lunkai He, Qinglan Li*, Yuqing Wang, Joseph H. W. Lee, Yinglong Xu, Guangxin Li. 2023. Effects of urban expansion and anthropogenic heat enhancement on tropical cyclone precipitation in the Greater Bay Area of China. Journal of Geophysical Research: Atmospheres, 128, e2022JD038184. https://doi.org/10.1029/2022JD038184

• Guangxin Li, Qinglan Li*, Yinglong Xu, Pengcheng Xu, Wenlan Wang, Dian Huang, Yueyuan Wu, Lunkai He.  Changes of Tropical Cyclones Landfalling in China from 1979 to 2018. 2022. Journal of Geophysical Research: Atmospheres, DOI:10.1029/2022JD036701. http://doi.org/10.1029/2022JD036701

• Guangxin Li, Qinglan Li*, Wei Zhao, Guanbo Zhou, Qifeng Qian, Chuanhai Qian, Lunkai He. 2022. Enhanced Understanding of Changes in Tropical Cyclones’ landfall Frequency over Mainland China. Frontiers in Earth Science, doi: 10.3389/feart.2022.932843. https://www.frontiersin.org/articles/10.3389/feart.2022.932843/full

• 熊诚，李晴岚*，雷呈斌，孙立群，阮建军. 2022. 2001-2016年香港滑坡与降雨的时序特征分析. 地球科学与环境学报，V44(4): 605-616.

• 马超怡，李晴岚*，朱港亚，陈申鹏，唐小新，李兴荣. 2022. 热带气旋影响下深圳地区闪电特征研究. 热带气象学报，38(4): 481-491

• Gangya Zhu, Qinglan Li*, Wei Zhao, Xinyan Lv, Chuanhai Qian, Qifeng Qian. 2022. Tropical Cyclones Intensity Prediction in the Western North Pacific using Gradient Boosted Regression Tree Model. Frontiers in Earth Science, 1-14, July 11. DOI: d10.3389/feart.2022.929115.

• Yueyuan Wu, Qinglan Li*, Guangxin Li, Bing He, Lin Dong, Haining Lan, Lijie Zhang, Shenpeng Chen, Xiaoxin Tang. 2022. Vertical Wind Speed Variation in a Metropolitan City in South China. Earth and Space Science. 9 (4), e2021EA002095. 
  

• Wei Zhao, Yuping Zhong, Qinglan Li*, Minghua Li, Jia Liu, Li Tang. 2022. Comparison and Correction of IDW based Wind Speed Interpolation Methods in Urbanized Shenzhen. Frontiers of Earth Science. 1-11， 06 July. DOI: 10.1007/s11707-021-0948-z.

• Wei Zhao, Qinglan Li*, Kuifeng Jin. 2021. An Algorithm Using DBSCAN to Solve the Velocity Dealiasing Problem. Advances in Meteorology. Article ID 9705412

• Xiaoxiong Lu, Qinglan Li*, Wei Zhao, Aiguo Xiao, Guangxin Li, Zifeng Yu. 2021. Spatiotemporal Characteristics of Rainfall in South China from 1967 to 2018, Journal of Applied Meteorology and Climatology, V60 (9): 1333–1345

• Riaz Ali, Qinglan Li*, Ji Chen, Dian Huang, Xiaoxiong Lu. 2021. The Spatial Characteristics of Hourly Rainfall Induced by Tropical Cyclones along the South China Coast. Earth and Space Science. 8, e2020EA001623.

• Jiali Zhang, Qinglan Li*, Wei Zhao, Joseph H. W. Lee, Jia Liu, Shuxin Wang. 2021. Relationship between Near-surface Winds due to Tropical Cyclones and Infrared Brightness Temperature Obtained from Geostationary Satellite. Atmosphere, 12, 493

• Liqun Sun, Ji Chen*, Qinglan Li*, Dian Huang. 2020. Dramatic uneven urbanization of large cities throughout the world in recent decades. Nature Communication, 11: 5366

• Cheng Liu, Qinglan Li*, Wei Zhao, Yuqing Wang, Riaz Ali, Dian Huang, Xiaoxiong Lu, Hui Zheng, Xiaolin Wei. Spatiotemporal characteristics of near-surface wind in Shenzhen, Sustainability, 2020, 12(2), 739; https://doi.org/10.3390/su12020739

• Qinglan Li*, Bingrong Liu, Qilin Wan, Yuqing Wang, Guangxin Li, Tiejian Li, Hongping Lan, Shengzhong Feng, Chunxia Liu. Operational Forecast of Rainfall Induced by Landfalling Tropical Cyclones along Guangdong Coast. Journal of Tropical Meteorology, 2020, 26(1): 1-13

• YuPing Zhong, QingLan Li, XiaoXue Wang*, 2020. A neural network approach to wind speed prediction. Asia Energy and Electrical Engineering Symposium, 2020.Mar. 28-30, Chengdu, China

• 卢晓雄，李晴岚*，陈申鹏，张凯，孙立群，陈潜，张立杰. 2008-2017年深圳降水时空特征研究，《气象科技进展》，2019，9(3):171-178

• 何轮凯，孙立群，李晴岚，谢坤，王书欣，王德立，徐倩. 深圳市气温空间插值方法比较，《气象科技进展》，2019，9(3): 179-184

•  李辉，李晴岚*，黄典，张蕾，李广鑫，张立杰，张莉，杨悦新. 基于历史资料的热带气旋大风定点预报及检验，《热带气象学报》，2019，V35(5):652-663

•  孙立群，李晴岚，陈骥，牛俊. 欧亚大陆不同生态区植被生长对降水响应的季节变化规律.生态学报，2018，V38（22）：8051-8059

• Binrong Liu, Qinglan Li*, Lin Yang, Hui Li, Yulin Cao, Xiaoxin Tang, Shiyang Sun, Liqun Sun. 2019. Seasonal Wind Characteristics in Shenzhen Area [J]. Meteor Mon, 45 (2): 263-273 (in Chinese)

• Dian Huang, Qinglan Li*, Xiaoxue Wang, Guangxin Li, Liqun Sun, Bing He, Li Zhang, Chunsheng Zhang. Characteristics and trends of ambient ozone and nitrogen oxides at urban, suburban and rural sites from 2011 to 2017 in Shenzhen, China. Sustainability, 2018

• Xingbao Wang, Qinglan Li, Noel E. Davidson. Coupled Dynamic and Thermodynamic Processes f 1 or Secondary Eyewall Formation. Journal of Geophysical Research: Atmospheres, 2018

• Qinglan Li*, Zenglu Li, Yulong Peng, Xiaoxue Wang, Lei Li, Hongping Lan, Shengzhong Feng, Liqun Sun, Guangxin Li, Xiaolin Wei. Statistical Regression Scheme for Intensity Prediction of Tropical Cyclones in the Northwestern Pacific. Weather and Forecasting，2018

• 郑焘，李晴岚*，王兴宝，肖爱国.台风对深港局地风影响数值模拟及地形敏感性试验，《气象》，2018，V44（3）：351-361

• 王延青，李晴岚*，兰红平，孙立群，曹宇麟，李广鑫.热带气旋影响下的深圳港湾码头最大阵风预报方法研究，《气象科技进展》，2017，V7（1）：128-133

• Li, Qinglan*; Xu, Pengcheng; Wang, Xingbao; Lan, Hongping; Cao, Chunyan; Li, Guangxing; Zhang, Lijie; Sun, Liqun. (2016) An Operational Statistical Scheme for Tropical Cyclone Induced Wind Gust Forecasts. Weather and Forecasting (SCI), December 2016, V31(6): 1817-1832 http://journals.ametsoc.org/doi/abs/10.1175/WAF-D-16-0015.1.

• 汤婷婷，李晴岚*，李广鑫，彭玉龙.基于气象大数据的台风强度预测统计模型研究，《集成技术》，2016, V5（2）: 73-84

• Li, Qinglan*; Lan, Hongping; Chan, Johnny C. L.; Cao, Chunyan; Li, Cheng; Wang, Xingbao.(2015) An Operational Statistical Scheme for Tropical Cyclone Induced Rainfall Forecast. Journal of Tropical Meteorology, ISSN 1006-8775. June 2015, V21(2): 101-110

• Li, Qinglan and Chen, Ji* (2014). Teleconnection between ENSO and climate in South China.Stochastic Environmental Research & Risk Assessment，DOI 10.1007/s00477-013-0793-z，May 2014, V28(4): 927-941 

• 李晴岚*，武杨，曹春燕，陈申鹏，徐文文，高鸿.(2014).深圳“回南天”天气预报探讨.《热带气象学报》, 2014, 30(5): 971-976

• 武杨，李晴岚*，深圳地区日极值气温的降尺度研究，《集成技术》，2014, V3（2）: 53-67

• 徐文文, 陈申鹏, 李晴岚, 吴敏. 2012年深圳前汛期降水EC与HAPS模式检验.《广东气象》，2013，V5：6-9

• Li, Qinglan and Xu, Pengcheng* (2012) Estimation of Lyapunov spectrum and model selection for chaotic time series. Applied mathematical modelling, V36 (12): p6090-6099（SCI，JCR一区）

• Chen, Ji, Li, Qinglan, Niu, Jun and Sun, Liqun (2011). Regional climate change and local urbanization effects on weather variables in Southeast China.Stochastic Environmental Research & Risk Assessment, V25(4): 555-565. 

• Li, Q. and Chen, J. (2009).Teleconnection between ENSO and climate in South China.Proceedings of the Fourth Conference of Asia Pacific Association of Hydrology and Water Resources. P255-259, ISBN978-7-5084-7118-1,China WaterPower Press

• Li, Q. and Chen, J. (2009). Regional Climate Variation in South China Related to Global Climate Change and Local Urbanization. Advances in Water Resources And Hydraulic EngineeringVol. I,60-65, DOI: 10.1007/978-3-540-89465-0_12, http://www.springerlink.com/content/kp14226v06144145/

• Li, Q. and Chen, J. (2008).Regional Climate Variation in South China Related to Global Climate Change and Local Urbanization. Proceedings of 16th IAHR-APD Congress and 3rd Symposium of IAHR-ISHS (I)(P60-65).

• Li, Q. and Nguyen, V.T.V. (2006).Statistical Downscaling of Daily Temperature Extremes by Regression Methods.Proceedings of the third Conference of Asia Pacific Association of Hydrology and Water Resources. CDROM. P242.

1.     李晴岚、李广鑫，建筑物地板表面温度预测方法及系统。申请日：2014.7.15；授权日：2017.8.22。专利号：ZL 201410337059.X  中华人民共和国国家知识产权局（发明专利）

2.     李晴岚 、李广鑫、孙立群、兰红平、张立杰、彭玉龙，热带气旋引发沿海地区瞬时极大风风速预报方法和系统。申请日：2015.11.10；授权日：2017.12.05。专利号：ZL 201510759679.7  中华人民共和国国家知识产权局

3.     李晴岚、汤婷婷、彭玉龙、陈城，一种计算海水陆地比例的方法及系统。申请日：2014.10.30；授权日：2017.12.5。专利号：ZL 201410605763.9中华人民共和国国家知识产权局

4.     李晴岚、李广鑫、孙立群、曹春燕、李程、彭玉龙，热带气旋引发沿海地区大风的概率预报方法和系统。申请日：2015.11.10；授权日：2018.1.5。专利号：ZL 201510762185.4中华人民共和国国家知识产权局

5.     李晴岚、兰红平、陈训来、李广鑫，一种根据台风预报降雨的系统及方法。申请日：2014.10.30；授权日：2018.4.17。专利号：ZL 201410603794.0中华人民共和国国家知识产权局

     6. 黄典，李晴岚，曾春霞，刘炳荣，李广鑫，孙立群，王霄雪，应用于手机的图形用户界面。申请日：2018.12.18；授权日：2019.12.13。专利号：ZL201830734832.5，中华人民共和国国家知识产权局 外观设计

7.  李广鑫、李晴岚、兰红平、曹春燕、陈训来、郑焘，热带气旋引发沿海地区灰霾概率的确定、预报方法及系统。申请日：2016.11.28；授权日：2020.6.2。专利号：ZL201611061084.5，中华人民共和国国家知识产权局

8.     翟帅，李晴岚，李广鑫，谢坤，王书欣，王德立, 基于多模式集成的降水预报方法、系统、终端及存储介质。申请日：2018.12.11; 申请号： CN201811507381.7；授权日：2021.8.24。专利号：ZL201811507381.7，中华人民共和国国家知识产权局

9.     李晴岚、黄典、刘炳荣、李广鑫，台风影响范围评估方法、装置、终端设备及存储介质。申请日：2019.10.30；授权日：2021.11.19。专利号：ZL201911043016.X，中华人民共和国国家知识产权局

10.  卢晓雄、李晴岚、李磊、陈潜、孙立群、王霄雪，一种基于各观测站之间相关性的温度缺失数据填补方法（一种温度缺失数据填补方法、系统及电子设备）。申请日：2019.05.14；授权日：2022.5.27。专利号：ZL 201910396861.9。