基本介绍 (Basic Information)

罗明，教授、博士生导师，国家级高层次青年人才（WRQB）。研究兴趣包括：全球变化与区域响应、极端天气气候与自然灾害、城市气候与人居环境、机器学习与时空大数据分析、遥感与GIS应用等。研究成果以第一或通信作者发表于Nature Communications、Science Advances、PNAS、The Innovation、GRL、CEE等期刊；论文总被引五千余次，H指数45（Google Scholar）。担任The Innovation (IF=33.2)、Geography and Sustainability (IF=8)、Scientific Data (IF=5.8) 等期刊青年编委或编委，入选全球前2%顶尖科学家榜单（2024、2025）。主持科研课题十余项，其中国家自然科学基金3项。参与的研究成果入选中国地理科学十大研究进展，获广东省科技进步一等奖。

LUO Ming, Ph.D., Professor, School of Geography and Planning, Sun Yat-Sen University.

Google Scholar：https://scholar.google.com.hk/citations?&user=T4IULIAAAAAJ

ResearchGate：https://www.researchgate.net/profile/Ming_Luo18

ORCID：https://orcid.org/0000-0002-5474-3892

Web of Science ResearcherID：https://www.webofscience.com/wos/author/record/IUQ-1554-2023

Scopus ID：https://www.scopus.com/authid/detail.uri?authorId=56463389100

 

CHASE课题组 (The 'CHASE' Research Group)

CHASE（Climate CHange And Sustainable Environment，气候变化与可持续环境）课题组长期招收地信、遥感、测绘、计算机、数学、统计、环境、大气、公共卫生等专业的博士后、博士及硕士研究生等人才！学起于思，求索求知。CHASE课题组期待与您共同CHASE并努力构建一个更加美好和可持续的未来！

课题组微信公众号“气候变化与可持续环境”，欢迎扫描下方二维码关注CHASE课题组动态（包括相关科研动态、前沿成果、学术资源，以及课题组研究进展、数据产品、软件代码等）。

 

研究方向 (Research Interest)

全球变化与极端天气气候、城市气候与自然灾害、气候变化与自然灾害的能源/经济/健康效应、机器学习与时空大数据分析、遥感与GIS应用。

Global Change and Extreme Weather/Climate Events; Urban Climate and Living  Environment; Impacts of Climate Change and Natural Hazards on Energy, Economy, and Health; Machine Learning and Geospatial Big Data Analysis; Applications of Remote Sensing and GIS Technologies.

 

数据产品 (Dataset)

 

  • 基于再分析的全球极端气温冷暖急转数据集（Rapid flips between warm and cold extremes in a warming world），1961–2023

   NetCDF格式：

   https://zenodo.org/records/15073788

 

  • 全球1km城市极端高温指标及人群暴露数据集（Global High Resolution (1 km×1 km) Urban Heat Extremes and Population Exposure Dataset, 1979–2016）

    CSV格式：

    https://zenodo.org/record/8164665

 

  • 中国地区1公里逐月多指标大气湿度数据集（HiMIC-Monthly: A 1 km high-resolution atmospheric moisture index collection over China, 2003–2020）

    NetCDF或GeoTIFF格式：

    https://zenodo.org/record/8070140

    https://data.tpdc.ac.cn/zh-hans/data/6854ebb3-8a60-454a-8d43-4e6a8c0ebd5d

 

  • 中国地区1公里逐月多指标体感温度数据集（HiTIC-Monthly: A monthly high spatial resolution (1 km) human thermal index collection over China during 2003–2020）

    NetCDF或GeoTIFF格式：

    https://doi.org/10.5281/zenodo.6895533

    https://zenodo.org/record/7903590

    https://data.tpdc.ac.cn/zh-hans/data/036e67b7-7a3a-4229-956f-40b8cd11871d

 

  • 华北平原1公里逐日多指标体感温度数据集（HiTIC-NCP: A daily high spatial resolution (1 km) human thermal index collection over the North China Plain during 2003–2020）

    NetCDF或GeoTIFF格式：

    https://zenodo.org/records/7528001

 

 

教育经历 (Education)

2010~2014: 香港中文大学  地理与资源管理学系  哲学博士（导师：梁怡 教授）

2007~2010: 中国科学院研究生院、地理科学与资源研究所  理学硕士（导师：裴韬 研究员）

2003~2007: 武汉大学  遥感信息工程学院 工学学士（导师：秦昆 教授）

2012.05~2012.08：英国剑桥大学  地理系  访问学者（合作导师：Prof. Hans-F. Graf, Dr. Michael Herzog）

2010~2014: Ph.D. in Geography and Resource Management, The Chinese University of Hong Kong (Supervisor: Prof. LEUNG Yee)

2007~2010: M.Sc. in Cartography and GIS, University of Chinese Academy of Sciences (Supervisor: Prof. PEI Tao)

2003~2007: B.Eng. in Remote Sensing, Wuhan University (Supervisor: Prof. QIN Kun)

2012.05~2012.08：Visiting Scholar, Department of Geography, University of Cambridge (Supervisor: Prof. Hans-F. Graf, Dr. Michael Herzog)

 

工作经历 (Position Held)

2023~: 中山大学 地理科学与规划学院 教授、博士生导师

2016~2023: 中山大学 地理科学与规划学院 副教授、博士生导师

2017~: 香港中文大学 环境、能源及可持续发展研究所 荣誉副研究员

2014~2016: 香港中文大学 环境、能源及可持续发展研究所 博士后研究员（合作导师：刘雅章 教授 Prof. Gabriel LAU, Ngar-Cheung)

2023~: Professor, School of Geography and Planning, Sun Yat-sen University

2016~2023: Associate Professor, School of Geography and Planning, Sun Yat-sen University

2017~: Honorary Research Associate, Institute of Environment, Energy and Sustainability, The Chinese University of Hong Kong

2014~2016: Postdoctoral Fellow, Institute of Environment, Energy and Sustainability, The Chinese University of Hong Kong（Supervisor: Prof. Gabriel LAU Ngar-Cheung)

 

主持科研项目 (Research Project as Principal Investigator)

2024~2027：国家自然科学基金面上项目：三维时空视角下全球极端高温事件的形态结构和动态演变机制

2024~2026：广州市基础与应用基础研究专题（科技菁英“领航”项目）

2023~2025：国家高层次人才特殊支持计划青年拔尖人才项目

2023~2025：广东省自然科学基金面上项目：粤港澳城市群“高温热浪-臭氧污染”复合极端事件的时空分布及大气环流特征

2021~2023：广州市科技计划项目基础研究计划：华南地区典型复合型气象灾害多尺度变化特征

2018~2022：广东省“珠江人才计划”引进高层次人才项目（青年拔尖人才）

2019~2022：国家自然科学基金面上项目：气候变化与城市化背景下我国关键区域两类热浪事件的变化及机理

2018~2019：中央高校青年教师重点培育项目

2015~2017：国家自然科学基金青年项目：两类厄尔尼诺事件对东亚夏季风进退的影响

 

奖励荣誉 (Award & Honor)

2025：全球前2%顶尖科学家榜单（World's Top 2% Scientists 2025 by Stanford/Elsevier）

2025：2024年度中国地理科学十大研究进展（排名4/12）

2025：第五届全国高等学校GIS教学成果奖特等奖（排名3/10）

2025：中山大学地理科学与规划学院“我心目中的良师”

2024：2023年度广东省科技进步奖一等奖（排名7/10）

2024：全球前2%顶尖科学家榜单（World's Top 2% Scientists 2024 by Stanford/Elsevier）

2024：中山大学优秀博士学位论文指导教师

2023：中山大学优秀硕士学位论文指导教师

2022：国家高层次人才特殊支持计划青年拔尖人才（WRQB）

2022：中山大学“优秀班主任”、中山大学地理科学与规划学院“我心目中的良师”

2021：第三届全国高等学校GIS教学成果奖一等奖（排名8/9）、中山大学第十届教学成果奖一等奖（排名8/9）

2021：中山大学“优秀班主任”

2020：中山大学地理科学与规划学院“优秀班主任”

2019：中山大学地理科学与规划学院“优秀班主任”、“我心目中的良师”

2018：广东省“珠江人才计划”青年拔尖人才

2012：香港中文大学全球卓越研究奖学金

2011：第32届亚洲遥感大会最佳学生论文

2010：中国科学院研究生院优秀研究生

2007：武汉大学优秀毕业生

 

学术服务 (Service)

Scientific Data 编委（2025~）

Geography and Sustainability 青年编委（2023~）

The Innovation 青年编委（2022~2024）

国际华人地理信息科学协会（CPGIS）理事（2021.01~2022.12）

全国研究生教育评估监测专家库专家（2021~）

广东省环境应急专家库成员（2021~）

第五届广东省青年科学家协会理事（2019~）

国家自然科学基金通信评审专家（2017~）

国际期刊评审专家：Nature、Nature Climate Change、Nature Communications、The Innovation、GRL等。

 

讲授课程 (Teaching)

本科生课程：专业英语、数量地理学（双语）、水文统计（双语）、自然资源学、遥感与地理信息科学前沿

研究生课程：多元统计分析（双语）、高级计量地理、地理研究方法、随机水文学及风险分析、信息检索、学术规范与论文写作

Undergraduate Courses: Specialized English, Quantitative Geography, Hydrological Statistics, Natural Resources

Postgraduate Courses: Multivariate Statistical Analysis, Advanced Quantitative Geography, Research Methodology in Geography, Stochastic Hydrology and Risk Analysis, Information Retrieval, Academic Writing

 

论著专利 (Selected Publication)

专著章节（Book Chapters）

Ming Luo, Ngar‐Cheung Lau. Chapter 14: Role of monsoon variability in heat wave activity over South China and Indochina. In C.-P. Chang, K.-J. Ha, R. H. Johnson, D. Kim, G. N. C. Lau, & B. Wang (Eds.), The Multiscale Global Monsoon System, pp. 169-181. Singapore: World Scientific. https://doi.org/10.1142/9789811216602_0014 

 

部分代表性论文（Featured Papers, *表示通讯作者或共同通讯作者，#表示共同第一作者）

[51] Sijia Wu#, Ming Luo#*, Gabriel Ngar-Cheung Lau, Wei Zhang, Lin Wang, Zhen Liu, Lijie Lin, Yijing Wang, Erjia Ge, Jianfeng Li, Yuanchao Fan, Yimin Chen, Weilin Liao, Xiaoyu Wang, Xiaocong Xu, Zhixin Qi, Ziwei Huang, Faith Ka Shun Chan, David Yongqin Chen, Xiaoping Liu*, Tao Pei*, 2025. Rapid flips between warm and cold extremes in a warming world. Nature Communications, 16, 3543. https://doi.org/10.1038/s41467-025-58544-5 

[50] Sijia Wu, Ming Luo*, Manqing Shi, Yu Tang, Tuantuan Zhang, Qiuting Wang & Xiaoyu Wang, 2025. Contrasting processes driving tropical and non-tropical winter warm spells. Communications Earth & Environment, 6, 393. https://doi.org/10.1038/s43247-025-02377-z

[49] Yu Tang, Ming Luo*, Sijia Wu*, Xiang Li, 2025. Increasing Synchrony of Extreme Heat and Precipitation Events Under Climate Warming. Geophysical Research Letters, 52(8), e2024GL113021. https://doi.org/10.1029/2024GL113021

[48] Xihui Gu, Zaiming Jiang, Yansong Guan*, Ming Luo, Jianfeng Li, Lunche Wang*, Xiang Zhang, Dongdong Kong, Liangyi Wang, 2025. Frequent land-ocean transboundary migration of tropical heatwaves under climate change. Nature Communications, 16, 3400. https://doi.org/10.1038/s41467-025-58586-9

[47] Yanhong Huang, Yan Lin, Roberta P Lavin, Li Luo, Ming Luo, Shuguang Leng, Netanya M Mullen, Karen Hawley, Xi Gong*, 2025. Industrial air pollution and newborn hearing screening failure. Journal of Hazardous Materials, 138241. https://doi.org/10.1016/j.jhazmat.2025.138241

[46] Yanheng Luo, Song Yang, Tuantuan Zhang*, Yueyue Yu, Ming Luo, Lianlian Xu, 2025. Distinctive local and large-scale processes associated with daytime, nighttime and compound heatwaves in China. Weather and Climate Extremes, 47, 100749. https://doi.org/10.1016/j.wace.2025.100749

[45] Xiang Li, Ming Luo*, Jianfeng Li, Sijia Wu, Hui Zhang, Ziwei Huang, Qiuting Wang, Wenyue Cao, Yu Tang, Xiaoyu Wang, 2025. Human-perceived temperature changes linked to local climate zones under extreme hot and cold weathers: A study in the North China Plain. Sustainable Cities and Society, 121, 106201. https://doi.org/10.1016/j.scs.2025.106201 

[44] Ming Luo*#, Sijia Wu#, Gabriel Ngar-Cheung Lau, Tao Pei*, Zhen Liu, Xiaoyu Wang, Guicai Ning, Ting On Chan, Yuanjian Yang, Wei Zhang*, 2024. Anthropogenic forcing has increased the risk of longer-traveling and slower-moving large contiguous heatwaves. Science Advances, 10, eadl1598. https://doi.org/10.1126/sciadv.adl1598 

[43] Ziwei Huang, Ming Luo*, Lijie Lin*, Xiaoping Liu, Shaoying Li, Lina Meng, Erjia Ge, Wei Zhang, Xiaoyu Wang, Sijia Wu, Tao Pei*, 2024. Uneven rainfall effects on small-scale economic growth: Evidence from Chinese counties. The Innovation Geoscience, 2(3): 100090. https://doi.org/10.59717/j.xinn-geo.2024.100090

[42] Sijia Wu, Ming Luo*, Zhen Liu, Xiaoyu Wang, Ziwei Huang, Xiang Li, 2024. Longer- and slower-moving contiguous heatwaves linked to El Niño. Geophysical Research Letters, 51, e2024GL109067. https://doi.org/10.1029/2024GL109067

[41] Xiaoyu Wang, Ming Luo*, Fengfei Song*, Sijia Wu, Yongqin David Chen, Wei Zhang, 2024. Precipitation Seasonality Amplifies as Earth Warms. Geophysical Research Letters, 51(10), e2024GL109132. https://doi.org/10.1029/2024GL109132

[40] Hui Zhang, Ming Luo*, Wenfeng Zhan, Yongquan Zhao, Yuanjian Yang, Erjia Ge, Guicai Ning, Jing Cong, 2024. HiMIC-Monthly: A 1 km high-resolution atmospheric moisture index collection over China, 2003–2020. Scientific Data, 11, 425. https://doi.org/10.1038/s41597-024-03230-2 

[39] Shuai Zhao, Yimin Chen*, Hui Zhang, Ming Luo, 2024. Impacts of Local Climate Zone mapping quality on urban near-surface air temperature simulation in WRF-UCM. Sustainable Cities and Society, 101, 105171. https://doi.org/10.1016/j.scs.2024.105171 

[38] Hui Zhang, Ming Luo*, Tao Pei*, Xiaoping Liu, Lin Wang, Wei Zhang, Lijie Lin, Erjia Ge, Zhen Liu, Weilin Liao, 2023. Unequal urban heat burdens impede climate justice and equity goals. The Innovation, 4(5), 100488. https://doi.org/10.1016/j.xinn.2023.100488

[37] Ziwei Huang, Ming Luo*, Meng Gao, Guicai Ning, Erjia Ge, Ting On Chan, Sijia Wu, Hui Zhang, Yu Tang, 2023. Different Characteristics of Independent and Compound Extreme Heat and Ozone Pollution Events in the Greater Bay Area of China. International Journal of Applied Earth Observation and Geoinformation, 103508. https://doi.org/10.1016/j.jag.2023.103508 

[36] Xiang Li, Ming Luo*, Yongquan Zhao*, Hui Zhang, Erjia Ge, Ziwei Huang, Sijia Wu, Peng Wang, Xiaoyu Wang & Yu Tang, 2023. A daily high-resolution (1 km) human thermal index collection over the North China Plain from 2003 to 2020. Scientific Data, 10, 634. https://doi.org/10.1038/s41597-023-02535-y 

[35] Sijia Wu, Ming Luo*, Xiaoyu Wang, Erjia Ge, Wei Zhang, Xihui Gu, Jianyu Liu, 2023. Season-dependent heatwave mechanisms: A study of southern China. Weather and Climate Extremes, 42, 100603. https://doi.org/10.1016/j.wace.2023.100603

[34] Huilin Du, Wenfeng Zhan*, James Voogt, Benjamin Bechtel, T. C. Chakraborty, Zihan Liu, Leiqiu Hu, Zhihua Wang, Jiufeng Li, Peng Fu, Weilin Liao, Ming Luo, Long Li, Shasha Wang, Fan Huang, Shiqi Miao, 2023. Contrasting Trends and Drivers of Global Surface and Canopy Urban Heat Islands. Geophysical Research Letters, 50(15), e2023GL104661. https://doi.org/10.1029/2023GL104661

[33] Ledi Shao, Weilin Liao*, Peilin Li, Ming Luo, Xuehui Xiong, Xiaoping Liu, 2023. Drivers of global surface urban heat islands: Surface property, climate background, and 2D/3D urban morphologies. Building and Environment, 242, 110581. https://doi.org/10.1016/j.buildenv.2023.110581

[32] Jiufeng Li, Wenfeng Zhan*, T. C. Chakraborty, Zihan Liu, Huilin Du, Weilin Liao, Ming Luo, Long Li, Shiqi Miao, Huyan Fu, Shasha Wang, Fan Huang, Manchun Li, 2023.Satellite-Based Ranking of the World’s Hottest and Coldest Cities Reveals Inequitable Distribution of Temperature Extremes. Bulletin of the American Meteorological Society, 107(7), E1268–E1281. https://doi.org/10.1175/BAMS-D-22-0233.1

[31] Qingqing He*, Tong Ye, Weihang Wang, Ming Luo, Yimeng Song, Ming Zhang, 2023. Spatiotemporally continuous estimates of daily 1-km PM2.5 concentrations and their long-term exposure in China from 2000 to 2020. Journal of Environmental Management, 342, 118145. https://doi.org/10.1016/j.jenvman.2023.118145

[30] Sijia Wu, Ming Luo*, Rui Zhao, Jing Li, Peng Sun, Zhen Liu, Xiaoyu Wang, Peng Wang, Hui Zhang, 2023. Local Mechanisms for Global Daytime, Nighttime, and Compound Heatwaves. npj Climate and Atmospheric Science, 6, 36. https://doi.org/10.1038/s41612-023-00365-8 

[29] Hui Zhang, Ming Luo*, Yongquan Zhao*, Lijie Lin, Erjia Ge, Yuanjian Yang, Guicai Ning, Jing Cong, Zhaoliang Zeng, Ke Gui, Jing Li, Ting On Chan, Xiang Li, Sijia Wu, Peng Wang, Xiaoyu Wang, 2023. HiTIC-Monthly: A Monthly High Spatial Resolution (1 km) Human Thermal Index Collection over China during 2003–2020. Earth System Science Data, 15, 359–381. https://doi.org/10.5194/essd-15-359-2023 

[28] Ming Luo, Xiaoyu Wang, Na Dong, Wei Zhang, Jing Li, Sijia Wu, Guicai Ning, Lan Dai, ZhenLiu*, 2022. Two different propagation patterns of spatiotemporally contiguous heatwaves in China. npj Climate and Atmospheric Science, 5, 89. https://doi.org/10.1038/s41612-022-00313-y 

[27] Ming Luo, Sijia Wu, Zhen Liu*, Ngar-Cheung Lau, 2022. Contrasting circulation patterns of dry and humid heatwaves over southern China. Geophysical Research Letters, 49, e2022GL099243. https://doi.org/10.1029/2022GL099243

[26] Xiaoyu Wang, Ming Luo*, Sijia Wu, Guicai Ning, Zhen Liu, Shigong Wang, Peng Wang, Hui Zhang, Xiang Li, 2022. Spatiotemporal Evolution Patterns of Contiguous Extreme Precipitation Events across China from a 3D Perspective. Geophysical Research Letters, 49, e2022GL098840. https://doi.org/10.1029/2022GL098840

[25] Xiaojie Yu, Xihui Gu*, Dongdong Kong, Qiang Zhang, Qian Cao, Louise J. Slater, Guoyu Ren, Ming Luo, Jianfeng Li, Jianyu Liu*, Jianmei Cheng, Yanan Li, 2022. Asymmetrical shift toward less light and more heavy precipitation in an urban agglomeration of East China: Intensification by urbanization. Geophysical Research Letters, 49(4), e2021GL097046. https://doi.org/10.1029/2021GL097046

[24] Yaojin Bian, Peng Sun*, Qiang Zhang*, Ming Luo, Ruilin Liu, 2022. Amplification of non-stationary drought to heatwave duration and intensity in eastern China: Spatiotemporal pattern and causes. Journal of Hydrology, 612, 128154. https://doi.org/10.1016/j.jhydrol.2022.128154 

[23] Peng Wang, Xuelin Tong, Jianxiu Qiu, Yimin Chen, Sijia Wu, Ting On Chan, Jinxin Zhu, Zhen Liu, Hui Zhang, Ming Luo*, 2022. Amplification effect of urbanization on atmospheric aridity over China under past global warming. Earth's Future, 10(5), e2021EF002335. https://doi.org/10.1029/2021EF002335 

[22] Ming Luo, Ngar-Cheung Lau, Zhen Liu*, 2022. Different mechanisms for daytime, nighttime, and compound heatwaves in southern China. Weather and Climate Extremes, 36, 100449. https://doi.org/10.1016/j.wace.2022.100449 

[21] Ming Luo, Ngar-Cheung Lau, Zhen Liu*, Sijia Wu, Xiaoyu Wang, 2022. An Observational Investigation of Spatiotemporally Contiguous Heatwaves in China From a 3D Perspective. Geophysical Research Letters, 49(6), e2022GL097714. https://doi.org/10.1029/2022GL097714

[20] Ming Luo*, Ngar-Cheung Lau, 2021. Increasing human-perceived heat stress risks exacerbated by urbanization in China: A comparative study based on multiple metrics. Earth's Future, 9, e2020EF001848. https://doi.org/10.1029/2020EF001848 

[19] Guicai Ning, Ming Luo*, Qiang Zhang, Shigong Wang, Zhen Liu, Yuanjian Yang, Sijia Wu, Zhaoliang Zeng, 2021. Understanding the mechanisms of summer extreme precipitation events in Xinjiang of arid Northwest China. Journal of Geophysical Research: Atmosphere, 126(15), e2020JD034111. https://doi.org/10.1029/2020JD034111

[18] Erjia Ge, Jianhui Gao, Xiaolin Wei, Zhoupeng Ren, Jing Wei, Xin Liu, Xiaomeng Wang, Jieming Zhong, Jingru Lu, Xiaomei Tian, Fangrong Fei, Bin Chen, Xiaolin Wang*, Ying Peng, Ming Luo*, Juan Lei*, 2021. Effect modification of greenness on PM2.5 associated all-cause mortality in a multidrug-resistant tuberculosis cohort. Thorax, 77, 1202-1209. http://dx.doi.org/10.1136/thoraxjnl-2020-216819 

[17] Liu, Zhen, Tao Gao, Wei Zhang, Ming Luo*, 2021. Implications of the Pacific meridional mode for summer precipitation extremes over China. Weather and Climate Extremes, 33,100359. https://doi.org/10.1016/j.wace.2021.100359 

[16] Kong, Debing, Guicai Ning*, Shigong Wang, Jing Cong, Ming Luo, Xiang Ni, Mingguo Ma, 2021. Clustering diurnal cycles of day-to-day temperature change to understand their impacts on air quality forecasting in mountain-basin areas. Atmospheric Chemistry and Physics, 21, 14493–505. https://doi.org/10.5194/acp-21-14493-2021

[15] Jianyu Liu, Yuanyuan You, Jianfeng Li, Stephen Sitch, Xihui Gu*, Julia E. M. S. Nabel, Danica Lombardozzi, Ming Luo, Xingyu Feng, Almut Arneth, Atul K. Jain, Pierre Friedlingstein, Hanqin Tian, Ben Poulter, Dongdong Kong*, 2021. Response of global land evapotranspiration to climate change, elevated CO2, and land use change. Agricultural and Forest Meteorology, 311(15), 108663. https://doi.org/10.1016/j.agrformet.2021.108663

[14] Ming Luo*, Ngar‐Cheung Lau, Wei Zhang, Qiang Zhang, Zhen Liu, 2020. Summer high temperature extremes over China linked to the Pacific meridional mode. Journal of Climate, 33(14), 5905–5917. https://doi.org/10.1175/JCLI-D-19-0425.1 

[13] Tao Gao, Ming Luo*, Ngar‐Cheung Lau, Ting On Chan, 2020. Spatially distinct effects of two El Niño types on summer heat extremes in China. Geophysical Research Letters, 47(6): e2020GL086982. https://doi.org/10.1029/2020GL0869827

[12] Ke Gui, Huizheng Che*, Zhaoliang Zeng, Yaqiang Wang, Shixian Zhai, Zemin Wang, Ming Luo, Lei Zhang, Tingting Liao, Hujia Zhao, Lei Li, Yu Zheng, Xiaoye Zhang, 2020. Construction of a virtual PM2.5 observation network in China based on high-density surface meteorological observations using the Extreme Gradient Boosting model. Environment International, 141, 105801. https://doi.org/10.1016/j.envint.2020.105801

[11] Yimin Chen*, Xia Li, Kangning Huang, Ming Luo, Minyi Gao, 2020. High-resolution gridded population projections for China under the Shared Socioeconomic Pathways. Earth's Future, 8(6), e2020EF001491. https://doi.org/10.1029/2020EF001491

[10] Ming Luo*, Ngar‐Cheung Lau, 2019. Urban expansion and drying climate in an urban agglomeration of east China. Geophysical Research Letters, 46: 6868-6877.  https://doi.org/10.1029/2019GL082736 

[9] Na Dong, Zhen Liu, Ming Luo, Chaoyang Fang, Hui Lin*, 2019. The effects of anthropogenic land‐use changes on climate in China driven by global socioeconomic and emission scenarios. Earth's Future, 7: 784-804. https://doi.org/10.1029/2018EF000932 

[8] Wenmin Qin, Lunche Wang*, Ming Zhang, Zigeng Niu, Ming Luo, Aiwen Lin, Bo Hu, 2019. First effort for constructing a high density photosynthetically active radiation dataset during 1961-2014 in China. Journal of Climate, 32: 2761-2780. https://doi.org/10.1175/JCLI-D-18-0590.1

[7] Zhen Liu, Yi Ming, Lin Wang, Massimo Bollasina, Ming Luo, Ngar‐Cheung Lau*, Steve Hung‐Lam Yim*, 2019. A model investigation of aerosol-induced changes in the East Asian winter monsoon. Geophysical Research Letters, 46: 10186-10195. https://doi.org/10.1029/2019GL084228

[6] Ming Luo*, Ngar‐Cheung Lau, 2018. Increasing heat stress in urban areas of eastern China: Acceleration by urbanization. Geophysical Research Letters, 45: 13060-13069.  https://doi.org/10.1029/2018GL080306

[5] Weilin Liao, Xiaoping Liu*, Dan Li, Ming Luo, Dagang Wang, Shaojian Wang, Jane Baldwin, Lijie Lin, Xia Li, Kuishuang Feng, Klaus Hubacek, Xuchao Yang, 2018. Stronger contributions of urbanization to heat wave trends in wet climates. Geophysical Research Letters, 45: 11310-11317. https://doi.org/10.1029/2018GL079679 

[4] Ming Luo*, Ngar‐Cheung Lau, 2017. Heat waves in southern China: Synoptic behavior, long-term change, and urbanization effects. Journal of Climate, 30: 703–720. https://doi.org/10.1175/JCLI-D-16-0269.1 

[3] Yu Zhou, Ming Luo, Yee Leung*, 2016. On the detection of precipitation dependence on temperature. Geophysical Research Letters, 43: 4555-4565. https://doi.org/10.1002/2016GL068811 

[2] Ming Luo, Holger Kantz, Ngar-Cheung Lau, Wenwen Huang, Yu Zhou*, 2015. Questionable dynamical evidence for causality between galactic cosmic rays and interannual variation in global temperature. Proceedings of the National Academy of Sciences of the United States of America, 112: E4638-E4639. https://doi.org/10.1073/pnas.1510571112 

[1] Ming Luo, Yee Leung*, Yu Zhou, Wei Zhang, 2015. Scaling behaviors of global sea surface temperature. Journal of Climate, 28: 3122-3132. https://doi.org/10.1175/JCLI-D-13-00743.1

 

程序代码（MatLab/Python Script）

代码分享（GitHub Codes）：https://github.com/gotluo/

Heat index  (酷热指数): https://drive.google.com/open?id=1qUVBWATFXW3MOfp0xp7xbfYZ2k03MM6T

Simplified wet-bulb globe temperature  (简化湿球温度): https://drive.google.com/open?id=1OA5ZpaKEvuXL_zZahw2gfJIhpZfO-Wav

Steadman apparent temperature (Steadman体感温度): https://drive.google.com/open?id=1AV_BRzWWOqLi1ci_S_WrR4goFyDAYMmW

Dewpoint temperature (露点温度): https://drive.google.com/file/d/1SpRw9xC475tLAWJObnO1B87ieUPZLORR

Wind chill index (风寒指数)：https://drive.google.com/open?id=1QJ42xCk0VMAEUgajBZUMcnnPyIMr1IgN

Heat wave (热浪): https://drive.google.com/open?id=1xLlrghgavXTjBgp1EBPAiPKplEoiCvbw

Climate comfort index (气候舒适度评价): https://drive.google.com/open?id=11tR245sCXyy9o03ZyLg-709cb9-nwYbY

Multifractal Detrended Fluctuation Analysis, MF-DFA (多重分形去趋势波动分析)：https://drive.google.com/open?id=1TpjYT8LXfTzt9smsnHFmAJNg5GB-N_if

Areal weighting based on latitudes (基于纬度的面积加权平均)：https://drive.google.com/open?id=1Hey5l5sHBhIOoTUvk3hGDKLpVf2bdCvk

Scatter plot with a linear trend and prediction intervals (绘制带趋势线及置信区间的散点图)：https://drive.google.com/open?id=1PVcrwMDD3Bu1mxVfuUPn3sYYNmG9TTaY