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闵敏，理学博士，中山大学大气科学学院教授，博士生导师 Dr. Min Min, Professor of School of Atmospheric Sciences, Sun Yat-sen University, Doctoral Supervisor 博士毕业于中国科学院大气物理研究所，入选中山大学“百人计划” 中青年杰出人才，曾在中国气象局国家卫星气象中心和美国马里兰大学长期从事科研工作。主要研究方向为卫星气象与大气辐射学。截至目前已发表科研论文近100篇，其中SCI论文60多篇，引用2000多次，多篇论文被国际一流SCI期刊Nature Communications，Remote Sensing of Environment等收录。获得发明专利1项，软件著作权1项。主持多项国家自然科学基金项目和GF重大专项，并作为项目骨干参与了多项国家科技部863、重点研发、国家公益性行业专项的研究工作。担任国内中文期刊《地球与行星物理论评》编委，国际SCI期刊Remote Sensing专刊Guest Editor与Member of Topic Advisory Board以及多个国际一流SCI期刊审稿人。曾获得中国气象学会“涂长望青年气象科技奖”（国内气象行业最高青年科技奖），北京大学“谢义炳青年气象科技奖”等多个科技奖项。 ————————————————————————————————————————————————————
研究成果和方向 (Research Achievements and Interests) 1. 新一代静止气象卫星云特性、强对流、风场等天气要素反演技术和应用研究 主导研发了国际先进的新一代静止气象卫星科学算法系统，作为一项自主研发的关键核心技术奠定了我国新一代静止风云四号科学算法物理基础和原型。其中，所发展的静止气象卫星高精度云检测、云顶性质、云光学和微物理特性、强对流预警等科学算法被成功应用到中央气象台、国家卫星气象中心、国家气象信息中心、广东省气象局等多个国家和省一级气象业务部门。有效支撑了卫星资料在日常天气预报与短临预警、国家级数值天气预报模式同化和我国地球系统模拟器“寰”中的应用。最近几年，探索先进的机器学习算法在中尺度强对流、云特性、降雨、风场等重要天气要素物理反演中的应用潜力，帮助我们更好的去理解云、暴雨、强对流等天气过程的发生、发展机制，并在天气预报和预警中应用。 2. 卫星微光通道夜间大气辐射传输理论、模拟和应用研究 卫星夜间微光通道的低能量观测给我们带来了一个独特的视角去了解地球系统以及人类社会演变，但相关的大气辐射传输过程十分复杂与独特，制约了该资料的定量应用水平。我的研究关注夜间月光照射下的大气辐射传输理论问题，研究了周期性变化月球光谱辐照度对夜间微光通道有云大气辐射传输模拟的影响，发现了月-地距离变化对平面平行大气辐射传输计算的误差作用，并发展了高精度快速修正算法。在理论研究的基础上，还发展了一套夜间微光大气辐射传输数值模式，实现了夜间微光观测的数值模拟能力，为卫星夜间微光通道定量应用提供正演模型基础。我国风云三号卫星E星（晨昏轨道）上也搭载了自主研发的微光成像仪，我们还积极探索发展相关的数据处理技术和资料的应用价值。 联系方式 (Contact) 通讯地址：广东省珠海市香洲区中山大学珠海校区海琴2号楼 邮编：519082 电话：0756-3668610 E-mail: [email protected] 个人主页：https://www.researchgate.net/profile/Min_Min8 ———————————————— Address: Haiqin Building #2, Sun Yat-sen University (Zhuhai Campus), Xiangzhou District, Zhuhai, Guangdong, 519082, China Homepage: https://www.researchgate.net/profile/Min_Min8 教育经历 (Education) 2005.09 — 2010.06，中国科学院大气物理研究所，大气物理学与大气环境，博士 2001.09 — 2005.07，南京信息工程大学，应用气象学，学士 ———————————————— Ph. D. (2005.09-2010.07), Atmospheric Physics and Environment, Institute of Atmospheric Physics, Chinese Academy of Sciences B. S. (2001.09-2005.07), Applied Meteorology, Nanjing University of Information Science and Technology 工作经历 (Professional Experiences) 2021.02 — 今 ，中山大学，大气科学学院，教授 2019.07 — 2021.02，中山大学，大气科学学院，副教授 2012.11 — 2019.06，国家卫星气象中心，卫星气象研究所，副研究员 2013.01 — 2014.01，美国马里兰大学巴尔的摩郡分校，物理系，研究助理 2010.07 — 2012.11，国家卫星气象中心，卫星气象研究所，助理研究员 ———————————————— Professor (2021.02-present), School of Atmospheric Sciences, Sun Yat-sen University, Zhuhai, Guangdong, China Associate Professor (2019.07-2021.02), School of Atmospheric Sciences, Sun Yat-sen University, Zhuhai, Guangdong, China Associate Research fellow (2012.11-2019.06), Institute of Satellite Meteorology, National Satellite Meteorological Center, China Meteorological Administration (CMA), Beijing, China Assistant Research Scientist (2013.01-2014.01), Physics Department, University of Maryland, Baltimore County, Baltimore, Maryland, United States Assistant Research fellow (2010.07-2012.11), Institute of Satellite Meteorology, National Satellite Meteorological Center, China Meteorological Administration (CMA), Beijing, China 获奖情况 (Honors and Awards) 2023年获得国际大气遥感环境学会(AERSS)2023中国优秀博士论文指导教师奖 2022年获得中山大学“优秀班主任” 2019年获得Journal of Meteorological Research "Reviewer Award" 2018年获得清华大学-浪潮集团“地球系统青年人才奖” 2017年获得中国气象学会“涂长望青年气象科技奖” 2016年获得北京大学“谢义炳青年气象科技奖” 2015年入选中国气象局“青年英才”计划 ———————————————— China Excellent Doctoral Thesis Advisor Award of International Atmospheric Environmental Remote Sensing Society (AERSS), 2023 Excellent Headmaster of Sun Yat-sen University, 2022 Reviewer Award, Journal of Meteorological Research, 2019 Earth System Science Young Scientist Award, Tsinghua University-Inspur Group, 2018 Tu-Changwang Young Scientist Award in Meteorological Science & Technology, Chinese Meteorological Society, 2017 Xie-Yibing Young Scientist Award in Meteorological Science & Technology, Peking University, 2016 Young Talents Award, China Meteorological Administration, 2015 项目情况 (Funded Projects) 2024-2028，国家科技部重点研发计划 — 子课题“长时序高时空分辨率植被生态数据集的研制”，86万，主持 2022-2023，国家航天局和中国气象局“许健民气象卫星创新中心”专项 — “基于风云四号静止气象卫星有云区可见光矢量导风和晴空区的高光谱三维风的高精度反演”，90万，主持 2022-2025，国家自然科学基金面上项目 — “夜间微光大气辐射传输理论和建模研究”，57万，主持 2020-2023，国家自然科学基金面上项目 — “强对流初生特征的静止红外和极轨微波星座联合观测研究”，63万，主持 2020-2023，国家自然科学基金面上项目 — “卫星主被动遥感联合反演云体高度研究”，63万，参加（排名第2） 2019-2021，中山大学“百人计划” — “中青年杰出人才基金”，80万，主持 2018-2022，国家科技部重点研发计划 — “气象海洋卫星空间辐射基准一致性传递定标技术”，1000万，参加（排名第2） 2016-2019，国家自然科学基金面上项目 — “卫星反演冰云特性不一致性研究”，70.6万，子课题主持（排名第2） 2016-2018，中国气象局青年英才项目 — “微光条件下的若干大气辐射传输问题研究”，15万，主持 2015-2017，国家自然科学基金青年项目 — “东亚东北海域云上气溶胶直接辐射强迫研究”，25万，主持 2015-2017，国家公益性行业(气象)重点专项 — “风云三号晨昏轨道卫星资料处理和应用关键技术研究”，320万，参加 2015-2017，国家科技部863专项 — “可见光谱段月球定标技术”，363万，参加 2014-2016，国家公益性行业(气象)重点专项 — “风云四号大气温湿度与对流产品反演技术和应用方法研究”，223万，子课题主持 讲授课程 (Courses) 《卫星气象学》（大三），《大气辐射学》（大二）和《Python语言简介及其在大气科学领域的应用》（大二） ———————————————— Satellite Meteorology (Junior)，Atmospheric Radiation (Sophomore)，and Introduction to Python Language and Its Application in Atmospheric Sciences (Sophomore)
学术兼职 (Academic Services) 2024-2027年, 中文期刊地球与行星物理论评，编委 2022-2023年, 中文期刊地球与行星物理论评，青年编委 2020-2023年, 国际SCI杂志Remote Sensing专刊编辑，专题咨询委员会成员 2022年-今 , 南方海洋科学与工程广东省实验室(珠海)“地球系统模式”创新团队成员 2022-2024年, 中国气象局创新团队—“气象卫星遥感应用”骨干成员 2022年-今 , 中国气象局“许健民气象卫星创新中心”骨干成员 2022年-今 , 中国环境科学学会环境信息系统与遥感专业委员会，委员 ———————————————— 2024-2027, Editor of Chinese Journal “Reviews of Geophysics and Planetary Physics” 2022-2023, Young Editor of Chinese Journal “Reviews of Geophysics and Planetary Physics” 2020-2023, Guest Editor and Member of Topic Advisory Board of Journal “Remote Sensing” 2022-present, Member of Earth System Model Innovation Group of Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) 2022-2024, Member of China Meteorological Administration Innovation Team — Meteorological satellite remote sensing applications 2022-present, Member of Innovation Center for FengYun Meteorological Satellite of China Meteorological Administration 2022-present, Member of Environmental Information System and Remote Sensing Committee, Chinese Society for Environmental Sciences 学生培养 (Students Supervised) 研究生（Graduate）： 夏昕然，2024 — 今， 博士研究生，在读 徐蕾亚，2024 — 今， 硕士研究生，在读 周润东，2022 — 今， 博士研究生(硕博连读)，在读 周雨璇，2022 — 今， 硕士研究生，在读 黄鹏宇，2022 — 今， 博士研究生，在读 夏 攀，2021 — 今， 博士研究生(硕博连读)，在读 农子琪，2021 — 今， 硕士研究生，在读，毕业去向：长光卫星技术股份有限公司 潘巧英，2020 — 今， 硕士研究生(在职)，在读，毕业去向：广东省佛山市气象局 王梦园，2020 — 2022，硕士研究生，毕业去向：中国三峡新能源（集团）有限公司-山西分公司 梁慧芬，2019 — 2022，硕士研究生，毕业去向：深圳凯丰金融投资公司 李浩阳，2019 — 2022，硕士研究生，在中国气象科学研究院联合培养，毕业去向：新疆气象局-沙漠气象研究所 王 硕，2018 — 2022，博士研究生，获得国家奖学金和中山大学校级优秀毕业生(全校5名)，毕业去向：中国矿业大学-助理研究员 韦晓澄，2018 — 2021，硕士研究生，与中国气象科学研究院联合培养，毕业去向：攻读美国科罗拉多州立大学（Colorado State University，CSU）全奖博士研究生 刘子菁，2016 — 2019，硕士研究生，与中国气象科学研究院联合培养，毕业去向：广东省气象局-遥感中心 金 诚，2015 — 2018，硕士研究生，与南京信息工程大学联合培养，毕业去向：上海市气象局-气象灾害防御技术中心 刘 欢，2013 — 2016，硕士研究生，与中国气象科学研究院联合培养（后读博)，毕业去向：以色列魏茨曼科学研究院(Israel Weizmann Institute of Science)博士后，2023年12月加入国防科技大学-气象海洋学院-讲师 本科生（Undergraduate，毕设）： 梁泳恩，2024，保送北京大学-直博生；徐蕾亚，2024，保送中山大学硕士研究生；杨闯，2024，攻读中国科学院大气物理所硕士研究生；杨雨菲，2024，攻读中山大学硕士研究生；欧洁仪，2024，就业；练沛然，2023，攻读香港城市大学硕士研究生；刘景文，2022，中国民用航空局-空中交通管理局-航空气象中心；王薇善，2021，保送复旦大学-直博生。 发表论文 (*通讯作者）(Publications, *Corresponding Author) 2024 Jun Li, Jing Zheng, Bo Li, Min Min*, Yanan Liu, Chian-Yi Liu, Zhenglong Li, W. Paul Menzel, Timothy J. Schmit, John L. Cintineo, Scott Lindstrom, Scott Bachmeier, Yunheng Xue, Yayu Ma, Di Di, Han Lin, 2024, Quantitative applications of weather satellite data in nowcasting – progress and challenges [J]. Journal of Meteorological Research, doi: 10.1007/s13351-024-3138-6 周润东，夏攀*，张晓虎，徐娜，闵敏，2024. 气象卫星大气导风研究进展和未来展望[J]. 地球与行星物理论评，55(2): 184-194, doi: 10.19975/j.dqyxx.2022-077 Pan Xia, Lu Zhang, Min Min*, Jun Li, Yun Wang, Yu Yu, Shengjie Jia, 2024. Accurate nowcasting of cloud cover at solar photovoltaic plants using geostationary satellite images [J]. Nature Communications, 15(1), 510, doi: 10.1038/s41467-023-44666-1 Di Di, Jun Li*, Yunheng Xue, Min Min, Bo Li, Zhenglong Li, 2024. Consistency of tropospheric water vapor between reanalyses and Himawari-8/AHI measurements over East Asia [J]. Advances in Atmospheric Sciences, 41, 19-38, doi: 10.1007/s00376-023-2332-22023 Shuyue Liu, Min Min*, Di Di, 2023. Fast calculation of the atmospheric Rayleigh scattering extinction optical depth in the Day/Night Band radiative transfer model with periodic lunar illumination [J]. Journal of Geophysical Research: Atmospheres, 128, e2023JD039491, doi: 10.1029/2023JD039491 李俊，闵敏，李博*，韦晓澄，刘子菁，郑永光，张小玲，覃丹宇，孙逢林，马铮，王立志，2023. 基于风云四号静止气象卫星的局地对流智能化预警模型及应用[J]. 气象科技，51(6): 771-784, doi: 10.19517/j.1671-6345.20220476 普智勇，夏攀，张璐*，王硕，王允，闵敏，2023. 机器学习与统计方法在太阳能预报中的比较性分析[J]. 太阳能学报，44(7): 162-167, doi: 10.19912/j.0254-0096.tynxb.2022-0290 曹广真*，闵敏，侯鹏，2023. 陆表比辐射率对遥感陆表温度反演结果的影响分析[J]. 遥感技术与应用，38(4): 835-841, doi: 10.11873/j.issn.1004-0323.2023.4.0835 农子琪，黄鹏宇，徐寒烈，胡秀清，闵敏*，2023. 夜间星载微光成像仪在大气、海洋和环境领域的应用研究进展[J]. 地球科学进展，38(5): 533-550, doi: 10.11867/j.issn.1001-8166.2023.019 Zheng Ma, Zhenglong Li*, Jun Li, Min Min, Jianhua Sun, Xiaocheng Wei, Timothy J. Schmit, Lidia Cucurull, 2023, An enhanced storm warning and nowcasting model in a pre-convection environment [J]. Remote Sensing, 15, 2672, doi:10.3390/rs15102672 Lixin Dong*, Shihao Tang, Fuzhou Wang, Michael Cosh, Xianxiang Li, Min Min, 2023, Inversion and validation of FY-4A official land surface temperature product [J]. Remote Sensing, 15, 2437, doi: 10.3390/rs15092437 Fenglin Sun, Bo Li*, Min Min, Danyu Qin, 2023, Toward a deep-learning-network-based convective weather initiation algorithm from the joint observations of Fengyun-4A geostationary satellite and radar for 0-1h nowcasting [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16: 3455-3468, doi: 10.1109/JSTARS.2023.3262557 Yongen Liang, Min Min*, Yu Yu, Xi Wang, Pan Xia, 2023. Assessment on the diurnal cycle of cloud covers of Fengyun-4A geostationary satellite based on the manual observation data in China [J]. IEEE Transactions on Geoscience and Remote Sensing, 61: 4101518, doi: 10.1109/TGRS.2023.3256365 Pan Xia, Min Min*, Yu Yu, Yun Wang, Lu Zhang, 2023. Developing a near real-time cloud cover retrieval algorithm using geostationary satellite observations for photovoltaic plants [J]. Remote Sensing, 15(4), 1141, doi: 10.3390/rs150411412022 Xiaocheng Wei, Min Min*, Jun Li, Fenglin Sun, Danyu Qin, Zhigang Yao, 2022. Characteristics of strong storms at the pre-convection stage from satellite microwave sounder observations [J]. Journal of Geophysical Research: Atmospheres, 127(22), e2022JD037216, doi:10.1029/2022JD037216 Mingxin Li, Yali Luo*, Min Min, 2022, Characteristics of pre-summer daytime cloud regimes over coastal South China from the Himawari-8 satellite [J]. Advances in Atmospheric Sciences, 39(12): 2008-2023, doi:10.1007/s00376-021-1148-1 Haoyang Li, Xiaocheng Wei*, Min Min, Bo Li, Ziqi Nong, Lin Chen, 2022. A dataset of overshooting cloud top from 12-year CloudSat/CALIOP joint observations [J]. Remote Sensing, 14: 2417, doi:10.3390/ rs14102417 Min Min, Binglong Chen*, Na Xu, Xingwei He, Xiaocheng Wei, Mengyuan Wang, 2022. Nonnegligible diurnal and long-term variation characteristics of the calibration biases in Fengyun-4A/AGRI infrared channels based on the oceanic drifter data [J]. IEEE Transactions on Geoscience and Remote Sensing, 60: 5408415, doi:10.1109/TGRS.2022.3160450 Yuxiao Li, Bingqi Yi*, Min Min, 2022. Diurnal variations of cloud optical properties during day-time over China based on Himawari-8 satellite retrievals [J]. Atmospheric Environment, 277: 119065, doi:10.1016/j.atmosenv.2022.119065 Han Lin, Zhenglong Li*, Jun Li, Feng Zhang, Min Min, W. Paul Menzel, 2022, Estimate of daytime single-layer cloud base height from Advanced Baseline Imager measurements [J]. Remote Sensing of Environment, 274: 112970, doi:10.1016/j.rse.2022.112970 Fu Wang, Min Min*, Na Xu, Chao Liu, Zhiwei Wang, Lin Zhu, 2022. Effects of linear calibration errors at low temperature end of thermal infrared band: Lesson from failures in cloud top property retrieval of FengYun-4A geostationary satellite [J]. IEEE Transactions on Geoscience and Remote Sensing, 60: 5001511, doi:10.1109/TGRS.2022.3140348 Yang Liu, Wen Wang, Qingyong Li*, Min Min, Zhigang Yao, 2022, DCNet: A deformable convolutional cloud detection network for remote sensing imagery [J]. IEEE Geoscience and Remote Sensing Letters, 19(1): 1-5, doi:10.1109/LGRS.2021.30865842021 Min Min, Lu Zhang*, Peng Zhang, Zhigang Yao, 2021. Can the Earth-Moon distance influence the accuracy of lunar irradiance with the plane-parallel assumption in atmospheric radiative transfer at night? [J]. Journal of the Atmospheric Sciences, 78(8): 2459-2469, doi:10.1175/JAS-D-20-0198.1 Fenglin Sun, Bo Li*, Min Min, Danyu Qin, 2021, Deep learning-based radar composite reflectivity factor estimations from Fengyun-4A geostationary satellite observations [J]. Remote Sensing, 13, 2229, doi:10.3390/rs13112229 2020 Manting Zhang, Shiwen Teng, Di Di, Xiuqing Hu, Husi Letu, Min Min, Chao Liu*, 2020. Information content of ice cloud properties from multi-spectral, -angle and -polarization observations [J]. Remote Sensing, 12, 2548, doi:10.3390/rs12162548 陈炳龙, 杨忠东*, 闵敏, 刘继桥, 赵一鸣, 王富, 2020, 星载多普勒测风激光雷达应用需求与研究进展[J]. 激光与光电子学进展, 57(19): 190003 Chian-Yi Liu*, Chih-Hao Chiu, Po-Hsiung Lin, Min Min, 2020, Comparison of cloud-top property retrievals from Advanced Himawari Imager, MODIS, CloudSat/CPR, CALIPSO/CALIOP, and radiosonde [J]. Journal of Geophysical Research: Atmospheres, 125, e2020JD032683, doi:10.1029/2020JD032683 You Wu, Feng Zhang*, Kun Wu, Min Min, Wenwen Li, Renqiang Liu, 2020. Best water vapor information layer of Himawari-8-based water vapor bands over East Asia [J]. Sensors, 20: 2349, doi:10.3390/s20082394 Min Min, Jianyu Zheng*, Peng Zhang, Xiuqing Hu, Lin Chen, Xi Li, Yu Huang, Lin Zhu, 2020. A low-light radiative transfer model for satellite observations of moon light and earth surface light at night [J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 247: 106954, doi:10.1016/j.jqsrt.2020.106954 Min Min, Jun Li*, Fu Wang, Zijing Liu, W. Paul Menzel, 2020. Retrieval of cloud top properties from advanced geostationary satellite imager measurements based on machine learning algorithms [J]. Remote Sensing of Environment, 239: 111616, doi:10.1016/j.rse.2019.111616 Lixin Dong, Shihao Tang, Michael H. Cosh, Ping Zhao, Pinting Lu, Kanshe Zhou, Shuai Han, Min Min, Na Xu, Lin Chen, Fu Wang, 2020. Studying soil moisture and temperature on the Tibetan Plateau: Initial results of an integrated, multiscale observatory [J]. IEEE Geoscience and Remote Sensing Magazine, 8(3): 18-36, doi:10.1109/MGRS.2019.2924678 闵敏和吴晓，2020，从FY4A卫星遥感数据和GFS资料估算全天空状况下的地表长波辐射通量[J]. 气象，46(3): 336-345 2019 Fenglin Sun, Danyu Qin*, Min Min*, Bo Li, Fu Wang, 2019. Convective initiation nowcasting over China from Fengyun-4A measurements based on TV-L1 optical flow and BP_Adaboost neural network algorithms [J]. 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Remote Sensing, 11, 1703, doi:10.3390/rs11141703 Zhang Peng, Lu Qifeng, Hu Xiuqing, Gu Songyan, Yang Lei, Min Min*, Chen Lin, Xu Na, Sun Lin, Bai Wenguang, Ma Gang, Xian Di, 2019. The latest progress of Chinese meteorological satellite program and core data processing technologies [J]. Advances in Atmospheric Sciences, 36(9): 1027-1045, doi:10.1007/s00376-019-8215-x Lixin Dong*, Shihao Tang, Min Min, Frank Veroustraete, 2019. Estimation of forest canopy height in hilly areas using Lidar waveform data [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12(5): 1559-1571, doi:10.1109/JSTARS.2019.2908682 Di Di, Min Min, Jun Li*, M. Gunshor, 2019, The radiance differences between wavelength and wavenumber spaces in convolving hyperspectral infrared sounder spectrum to broadband for intercomparison [J]. Remote Sensing, 11(10), 1177, doi:10.3390/rs11101177 Lixin Dong, Shihao Tang, Min Min, Frank Veroustraete, Jie Cheng, 2019. Aboveground forest biomass based on OLSR and an ANN model integrating LiDAR and optical data in a mountainous region of China [J]. International Journal of Remote Sensing, 40(15): 6059-6083, doi:10.1080/01431161.2019.1587201 Juyang Hu, Shihao Tang*, Hailei Liu, Min Min, 2019. An operational precipitable water vapor algorithm of FengYun-2F/VISSR based on a modified physical split-window method [J]. Journal of Meteorological Research, 33(2): 276-288, doi:10.1007/s13351-019-8111-4 Ling Wang, Xiuqing Hu*, Yupeng Luo, Zhizhao Liu, Min Min, 2019. Selection and characterization of glaciers on the Tibetan Plateau as potential pseudo-invariant calibration sites [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12(2): 424-436, doi:10.1109/JSTARS.2018.2890672 Jianjie Wang, Chao Liu*, Bin Yao, Min Min, Letu Husi, Yan Yin, Yuk L. Yung, 2019. A multilayer cloud detection algorithm for the visible infrared imager radiometer suite (VIIRS) [J]. 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Journal of Geophysical Research: Atmospheres, 123: 4613-4629, doi:10.1029/2017JD027600 Dandan Chen, Jianping Guo*, Hongqing Wang, Jian Li, Min Min, Wenhui Zhao, Dan Yao, 2018. The cloud top distribution and diurnal variation of clouds over East Asia: Preliminary results from Advanced Himawari Imager [J]. Journal of Geophysical Research: Atmospheres, 123: 3724-3739, doi:10.1002/2017JD028044 Xiao Yu, Binglong Chen, Min Min*, Xinying Zhang*, Lilin Yao, Yiming Zhao, Lidong Wang, Fu Wang, Xiaobo Deng, 2018. Simulating return signals of a spaceborne high-spectral resolution lidar channel at 532 nm [J]. Optics Communications, 417: 89-96, doi:10.1016/j.optcom.2018.02.046 Wenjun Tang, Kun Yang*, Jun Qin, Min Min, Xiaolei Niu, 2018. First effort for constructing a direct solar radiation data set in China for solar energy applications [J]. 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