基本信息
许健  男  博导  中国科学院国家空间科学中心
电子邮件: xujian@nssc.ac.cn
通信地址: 北京市海淀区中关村南二条1号
邮政编码: 100190

研究领域

      许健研究员团队的研究重点主要围绕辐射传输机理和大气成分遥感反演,沿着辐射模式研发-关键反演技术突破-遥感产品研制的逻辑链路,构建基于不同波段(UV-VIS-NIR,TIR-Microwave)的辐射传输模式和大气遥感反演算法。曾任欧洲空间局ESA主持的哥白尼计划卫星项目哨兵五先导(Sentinel-5P/TROPOMI)和哨兵四(Sentinel-4)官方业务化算法组成员,任职期间系统性开发了针对不同大气成分的业务化和科学算法,负责撰写了臭氧总量产品的官方算法技术文档ATBD。回国后深度参与风云气象卫星大气产品的遥感业务化算法研发。

招生信息

面向对象:常年招收硕士、博士研究生和特别研究助理(博士后)

招生要求:心态积极乐观、有点编程基础、善于自我监督


招生专业
080904-电磁场与微波技术
招生方向
微波遥感探测与定量信息处理技术
微波遥感定标、定量反演与应用技术
高光谱大气成分卫星遥感

教育背景

2011-04--2015-05   慕尼黑工业大学   工学博士
2007-10--2009-12   慕尼黑工业大学   理学硕士
2000-09--2004-06   河海大学   工学学士

工作经历

   
工作简历
2021-11~现在, 中国科学院国家空间科学中心, 研究员
2021-06~2021-11,中国科学院国家空间科学中心, 副研究员
2017-09~2021-04,德国宇航中心(DLR), 研究员
2015-09~2017-08,德国宇航中心(DLR), 副研究员
2013-09~2015-08,德国宇航中心(DLR), 助理研究员
2011-11~2011-12,日本情报通信研究机构(NICT), 访问学者
2010-03~2013-08,德国宇航中心(DLR), 研究实习员
2009-03~2009-12,德国宇航中心(DLR), 研究实习员
2008-08~2008-12,德国大地测量研究所(DGFI-TUM), 研究实习员
社会兼职
2024-04-01-今,《The Innovation》期刊, 青年编委
2023-10-11-今,电气与电子工程师协会(IEEE), 高级会员
2023-04-11-今,中国空间科学学会, 会员
2023-04-01-今,国际大气环境遥感学会(AERSS), 高级会员
2022-05-20-今,《Atmospheric Measurement Techniques》期刊, 副主编
2020-01-01-今,亚洲-大洋洲地球科学学会(AOGS), 会员
2017-01-01-今,欧洲地球科学联合会(EGU), 会员

出版信息

发表论文
(1) 对流层臭氧卫星遥感反演综述, 地球科学进展, 2024, 第 1 作者
(2) A New Deep-Learning-Based Framework for Ice Water Path Retrieval From Microwave Humidity Sounder-II Aboard FengYun-3D Satellite, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 第 2 作者  通讯作者
(3) Cloud Top Pressure Retrieval Using Polarized and Oxygen A-band Measurements from GF5 and PARASOL Satellites, ADVANCES IN ATMOSPHERIC SCIENCES, 2024, 第 3 作者
(4) China's First Infrared Occultation Spectrometer (GaoFen-5/AIUS) Monitoring Atmosphere Above Antarctic: Evaluation of Methane Profiles, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 第 3 作者  通讯作者
(5) Development of an algorithm for simultaneous retrieval of cloud top height and cloud optical thickness combining radiative transfer and multi-source satellite information from O4 hyperspectral measurement, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 第 5 作者
(6) Surface Solar Radiation Compositions Observed from Himawari-8/9 and Fengyun-4 Series, BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2023, 第 9 作者
(7) Explainable Machine Learning Confirms the Global Terrestrial CO2 Fertilization Effect From Space, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 第 2 作者  通讯作者
(8) External-cavity diode laser-based near-infrared broadband laser heterodyne radiometer for remote sensing of atmospheric CO2, OPTICS EXPRESS, 2023, 第 5 作者
(9) Retrieval of cloud microphysical properties from Himawari-8/AHI infrared channels and its application in surface shortwave downward radiation estimation in the sun glint region, REMOTE SENSING OF ENVIRONMENT, 2023, 第 6 作者
(10) Eddy covariance fluxes over managed ecosystems extrapolated to field scales at fine spatial resolutions, AGRICULTURE AND FOREST METEOROLOGY, 2023, 第 7 作者
(11) Estimating Near-Surface Concentrations of Major Air Pollutants From Space: A Universal Estimation Framework LAPSO, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 第 2 作者  通讯作者
(12) LESO: A ten-year ensemble of satellite-derived intercontinental hourly surface ozone concentrations, SCIENTIFIC DATA, 2023, 第 2 作者  通讯作者
(13) Feasibility analysis of optimal terahertz (THz) bands for passive limb sounding of middle and upper atmospheric wind, ATMOSPHERIC MEASUREMENT TECHNIQUES, 2023, 第 2 作者  通讯作者
(14) The Fusion of ERA5 and MERRA-2 Atmospheric Tempera-ture Profiles with Enhanced Spatial Resolution and Accuracy, REMOTE SENSING, 2023, 第 4 作者
(15) Evaluation and uncertainty analysis of Himawari-8 hourly aerosol product version 3.1 and its influence on surface solar radiation before and during the COVID-19 outbreak, SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 第 7 作者
(16) 基于氧气A带的高光谱卫星气溶胶层高优化反演, 大气与环境光学学报, 2022, 第 1 作者
(17) Influence of multilayer cloud characteristics on cloud retrieval and estimation of surface downward shortwave radiation, FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 第 4 作者
(18) Cloud, Atmospheric Radiation and Renewal Energy Application (CARE) Version 1.0 Cloud Top Property Product From Himawari-8/AHI: Algorithm Development and Preliminary Validation, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 第 7 作者
(19) Satellite Remote Sensing of Daily Surface Ozone in a Mountainous Area, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 第 3 作者
(20) 金星火山与气候探测任务, 空间科学学报, 2022, 第 5 作者
(21) Hyperspectral Satellite Remote Sensing of Aerosol Parameters: Sensitivity Analysis and Application to TROPOMI/S5P, FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 第 2 作者  通讯作者
(22) Aerosol Parameters Retrieval from TROPOMI/S5P Using Physics-Based Neural Networks, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 第 2 作者  通讯作者
(23) LEarning Surface Ozone from satellite columns (LESO): A regional daily estimation framework for surface ozone monitoring in China, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 第 2 作者  通讯作者
(24) Estimating daily ground-level NO2 concentrations over China based on TROPOMI observations and machine learning approach, ATMOSPHERIC ENVIRONMENT, 2022, 第 5 作者
(25) TROPOspheric Monitoring Instrument observations of total column water vapour: Algorithm and validation, SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 第 2 作者
(26) Investigating Impacts of Ambient Air Pollution on the Terrestrial Gross Primary Productivity (GPP) From Remote Sensing, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 第 2 作者
(27) Satellite-derived estimates of surface ozone by LESO: Extended application and performance evaluation, INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 第 2 作者  通讯作者
(28) Measurement characteristics of an airborne microwave temperature profiler (MTP), ATMOSPHERIC MEASUREMENT TECHNIQUES, 2021, 第 5 作者
(29) Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction, IEEE TRANSACTIONS ON CYBERNETICS, 2021, 第 4 作者
(30) An Optimization Approach for Hourly Ozone Simulation: A Case Study in Chongqing, China, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 第 4 作者
(31) An improved TROPOMI tropospheric NO2 research product over Europe, ATMOSPHERIC MEASUREMENT TECHNIQUES, 2021, 第 4 作者
(32) Optimization of Aerosol Model Selection for TROPOMI/S5P, REMOTE SENSING, 2021, 第 2 作者  通讯作者
(33) DecSolNet: A noise resistant missing information recovery framework for daily satellite NO2 columns, ATMOSPHERIC ENVIRONMENT, 2021, 第 2 作者  通讯作者
(34) Estimation of Surface Shortwave Radiation From Himawari-8 Satellite Data Based on a Combination of Radiative Transfer and Deep Neural Network, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 第 6 作者
(35) Applying FP_ILM to the retrieval of geometry-dependent effective Lambertian equivalent reflectivity (GE_LER) daily maps from UVN satellite measurements, ATMOSPHERIC MEASUREMENT TECHNIQUES, 2020, 第 2 作者
(36) Insight into Construction of Tikhonov-Type Regularization for Atmospheric Retrievals, ATMOSPHERE, 2020, 第 1 作者  通讯作者
(37) Validation of SMILES HCl profiles over a wide range from the stratosphere to the lower thermosphere, ATMOSPHERIC MEASUREMENT TECHNIQUES, 2020, 第 10 作者
(38) Satellite-based estimation of surface NO2 concentrations over east-central China: A comparison of POMINO and OMNO2d data, ATMOSPHERIC ENVIRONMENT, 2020, 第 4 作者
(39) An improved air mass factor calculation for nitrogen dioxide measurements from the Global Ozone Monitoring Experiment-2 (GOME-2), ATMOSPHERIC MEASUREMENT TECHNIQUES, 2020, 第 4 作者
(40) Aerosol vertical distribution and sources estimation at a site of the Yangtze River Delta region of China, ATMOSPHERIC RESEARCH, 2019, 第 3 作者
(41) TROPOMI/S5P total ozone column data: global ground-based validation and consistency with other satellite missions, ATMOSPHERIC MEASUREMENT TECHNIQUES, 2019, 第 25 作者
(42) Monitoring Trace Gases over the Antarctic Using Atmospheric Infrared Ultraspectral Sounder Onboard GaoFen-5: Algorithm Description and First Retrieval Results of O3, H2O, and HCl, REMOTE SENSING, 2019, 第 2 作者
(43) Monitoring and assimilation tests with TROPOMI data in the CAMS system: near-real-time total column ozone, ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 第 9 作者
(44) Analysis of Two Dimensionality Reduction Techniques for Fast Simulation of the Spectral Radiances in the Hartley-Huggins Band, ATMOSPHERE, 2019, 第 4 作者
(45) Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction, ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 第 4 作者
(46) Neural network aided fast pointing information determination approach for occultation payloads from in-flight measurements: Algorithm design and assessment, ADVANCES IN SPACE RESEARCH, 2019, 第 3 作者
(47) Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network, REMOTE SENSING, 2019, 第 5 作者
(48) Evaluation of JAXA Himawari-8-AHI Level-3 Aerosol Products over Eastern China, ATMOSPHERE, 2019, 第 4 作者
(49) FULL-PHYSICS INVERSE LEARNING MACHINE FOR SATELLITE REMOTE SENSING OF OZONE PROFILE SHAPES AND TROPOSPHERIC COLUMNS, THE INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES, 2018, 第 1 作者  通讯作者
(50) Performance Assessment of Balloon-Borne Trace Gas Sounding with the Terahertz Channel of TELIS, REMOTE SENSING, 2018, 第 1 作者  通讯作者
(51) INVESTIGATING ALOFT AEROSOLS OVER CENTRAL-EASTERN CHINA USING CALIPSO MEASUREMENTS, THE INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES, 2018, 第 3 作者
(52) Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification, COMPUTER VISION - ECCV 2018, PT VIII, 2018, 第 3 作者
(53) Haze Optical Properties from Long-Term Ground-Based Remote Sensing over Beijing and Xuzhou, China, REMOTE SENSING, 2018, 第 3 作者
(54) Assessment of Retrieved N2O, NO2, and HF Profiles from the Atmospheric Infrared Ultraspectral Sounder Based on Simulated Spectra, SENSORS, 2018, 第 3 作者
(55) A campaign for investigating aerosol optical properties during winter hazes over Shijiazhuang, China, ATMOSPHERIC RESEARCH, 2017, 第 4 作者
(56) A Novel Ozone Profile Shape Retrieval Using Full-Physics Inverse Learning Machine (FP-ILM), IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 第 1 作者  通讯作者
(57) Estimating Ground Level NO2 Concentrations over Central-Eastern China Using a Satellite-Based Geographically and Temporally Weighted Regression Model, REMOTE SENSING, 2017, 第 3 作者
(58) Monitoring ozone in different spectral regimes from space and balloon (Sentinel-4/-5P, TELIS), 2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, 第 1 作者  通讯作者
(59) Assessment of Tikhonov-type regularization methods for solving atmospheric inverse problems, JOURNAL OF QUANTITATIVE SPECTROSCOPY AND RADIATIVE TRANSFER, 2016, 第 1 作者  通讯作者
(60) 基于六角形和球形冰晶模型的卷云辐射特征研究, Radiative Properties of Cirrus Clouds Based on Hexagonal and Spherical Ice Crystals Models, 光谱学与光谱分析, 2015, 第 3 作者
(61) Algorithmic vs. finite difference Jacobians for infrared atmospheric radiative transfer, JOURNAL OF QUANTITATIVE SPECTROSCOPY AND RADIATIVE TRANSFER, 2015, 第 4 作者
(62) GARLIC - A general purpose atmospheric radiative transfer line-by-line infrared-microwave code: Implementation and evaluation, JOURNAL OF QUANTITATIVE SPECTROSCOPY AND RADIATIVE TRANSFER, 2014, 第 7 作者
(63) Validation of stratospheric and mesospheric ozone observed by SMILES from International Space Station, ATMOSPHERIC MEASUREMENT TECHNIQUES, 2013, 第 33 作者
(64) A sensitivity study for far infrared balloon-borne limb emission sounding of stratospheric trace gases, GEOSCIENTIFIC INSTRUMENTATION, METHODS AND DATA SYSTEMS, 2013, 第 1 作者
(65) Deriving Stratospheric Trace Gases From Balloon-borne Infrared/Microwave Limb Sounding Measurements, RADIATION PROCESSES IN THE ATMOSPHERE AND OCEAN (IRS2012), 2013, 第 1 作者  通讯作者
发表著作
(1) Inversion for Limb Infrared Atmospheric Sounding, Deutsches Zentrum für Luft- und Raumfahrt e.V. Bibliotheks- und Informationswesen, 2016-03, 第 1 作者
(2) S5P/TROPOMI Total Ozone ATBD, European Space Agency (ESA), 2020-06, 第 其他 作者

科研活动

   
科研项目
( 1 ) 面向东亚地区的新一代紫外高光谱卫星对流层臭氧高精度协同反演和时空特征分析研究, 负责人, 国家任务, 2024-01--2027-12
( 2 ) 基于微波/太赫兹频段的金星大气辐射传输模型和遥感反演技术研究, 负责人, 国家任务, 2023-01--2023-12
( 3 ) FY-3F OMS数据处理及反演关键技术研究, 负责人, 国家任务, 2023-01--2025-12
( 4 ) 基于高光谱卫星的雄安新区边界层臭氧反演研究, 负责人, 地方任务, 2022-12--2024-06
( 5 ) 基于风云三号F星紫外高光谱臭氧探测仪(OMS)天底与临边观测的臭氧总量和廓线反演关键技术, 负责人, 国家任务, 2022-08--2023-12
( 6 ) 率先行动人才计划, 负责人, 中国科学院计划, 2021-10--2028-12

合作情况

德国:德国宇航中心DLR、慕尼黑工业大学TUM、卡尔斯鲁厄理工学院KIT、汉堡大学等

欧洲:欧洲中期天气预报中心ECMWF、欧洲气象卫星应用组织EUMETSAT、荷兰空间研究中心SRON、英国卢瑟福.阿普尔顿实验室RAL等

日本:日本情报通信研究机构NICT、日本宇宙航空研究开发机构JAXA等


项目协作单位

中国科学院空天信息创新研究院

中国气象局国家卫星气象中心

中国气象局大气边界层重点开发实验室

复旦大学

中国海洋大学

指导学生

现指导学生

马湘君  硕士研究生  080904-电磁场与微波技术  

已合作指导学生

饶兰兰   博士研究生   德国慕尼黑工业大学

朱松岩   博士研究生   英国埃克塞特大学 

章   君   硕士研究生   德国慕尼黑工业大学 

Michał Szajkowski   硕士研究生   波兰弗罗茨瓦夫理工大学