简历 李正强，博士，杰青/研究员，硕、博士生导师。研究方向着重于偏振遥感机理及其在气溶胶观测中的应用。从理论模拟和反演方法两方面，明确显示了偏振观测可用于改进气溶胶遥感。李正强为中科院特聘研究员、国家杰出青年基金获得者，现任遥感卫星应用国家工程实验室执行主任、国家环境保护卫星遥感重点实验室副主任；兼任Atmospheric Environment副主编、国际气候变化空间观测台（SCO）执委、国际辐射委员会（IRC）委员、中国环境科学学会环境信息系统与遥感专委会秘书长等职务。
主要从事环境遥感、大气探测和大气辐射研究，在利用地球观测手段研究大气气溶胶的科学前沿发展了新的观测手段和创新性方法，面向大气污染、气候变化、对地观测等国家和社会重大需求开展了系统性基础和应用研究。承担和完成了国家重点研发计划、国家高分重大专项、优秀青年基金、中德科学基金、中科院装备研制等项目20余项。在BAMS、JGR、RSE等期刊发表论文210余篇，被引用1700余次，其中SCI论文120余篇，获发明专利13项。 学术任职:
1、Atmospheric Environment副主编
2、国际气候变化空间观测台（SCO）执委
3、国际偏振观测进展研讨会共同主席
4、全国环境损害司法鉴定机构登记评审专家
5、The Open Atmospheric Science Journal期刊编委
6、Remote Sensing Science期刊编委
7、国际辐射委员会（IRC）委员
8、欧盟气溶胶、云和痕量气体研究基础设施网络跨国访问评审委员会（ ACTRIS ）委员
9、美国NASA区域分布式气溶胶观测网格（DRAGON）CO-PI
10、中国科学院通用光学定标与表征技术重点实验室学术委员会委员
11、中国环境科学学会环境信息系统与遥感专业委员会秘书长
研究方向 大气遥感、环境遥感，气溶胶遥感、偏振探测、大气校正、多角度遥感、细颗粒物探测、雾霾成分、气溶胶模型、多次散射、人工智能、临近空间、激光雷达、紫外可见近红外探测、统计最优化、反演算法、光学定标、真实性检验、预警预报、环境信息系统
承担科研项目情况 1、国家杰出青年科学基金项目：2020-2024，大气气溶胶遥感与探测，负责人
2、科技部国家重点研发计划项目：2017-2020，“一带一路”沿线重大雾霾和沙尘暴事件监测预警应急系统合作开发，负责人
3、优秀青年科学基金项目：2013-2015，大气气溶胶成分遥感，负责人
4、中科院重点部署项目课题：2013-2015，大气细颗粒物光学遥感垂直高度和粒子大小订正，负责人
5、中科院装备研制项目课题：2013-2014，光学遥感卫星智能化高精度地面定标系统，负责人
6、中科院科技创新重点项目课题：2012-2015，星载大气同步校正关键技术研究，负责人
7、中科院/外专局创新团队课题：2012-2015，晴空气溶胶辐射平衡问题，负责人
8、中德科学基金项目：2012-2014，非球形粒子光学特性建模以及新一代地面和机载偏振辐射计的大气气溶胶遥感研究，负责人
9、国家高分重大专项课题：2012-2013，高分辨率对地观测系统产品真实性检验——大气气溶胶地基观测和验证，负责人
10、中科院先导科技专项课题：2011-2015，气溶胶时空分布遥感观测，负责人11、国家高分重大专项课题：2011-2012 ，区域空气质量环境监测技术，负责人
12、科技部973计划课题：2010-2014，中国及全球重点区域气溶胶微观特性研究，负责人
13、中科院百人计划项目：2009-2014，基于地面观测网络和卫星的气溶胶遥感研究，负责人
代表性成果 代表论著：
Zhang, Y., Li, Z., Liu, Z., Wang, Y., Qie, L., Xie, Y., . . . Leng, L. (2021). Retrieval of aerosol fine-mode fraction over China from satellite multiangle polarized observations: validation and comparison. Atmos. Meas. Tech., 14(2), 1655-1672. doi:10.5194/amt-14-1655-2021
He, L., Wang, L., Li, Z., Jiang, D., Sun, L., Liu, D., . . . Wei, J. (2021). VIIRS Environmental Data Record and Deep Blue aerosol products: validation, comparison, and spatiotemporal variations from 2013 to 2018 in China. Atmospheric Environment, 250, 118265. doi:10.1016/j.atmosenv.2021.118265
Dubovik, O., Schuster, G. L., Xu, F., Hu, Y., Bösch, H., Landgraf, J., & Li, Z. (2021). Grand Challenges in Satellite Remote Sensing. Frontiers in Remote Sensing, 2(1). doi:10.3389/frsen.2021.619818
Wei, Y., Li, Z., Zhang, Y., Chen, C., Xie, Y., Lv, Y., & Dubovik, O. (2021). Derivation of PM10 mass concentration from advanced satellite retrieval products based on a semi-empirical physical approach. Remote Sensing of Environment, 256, 112319. doi:10.1016/j.rse.2021.112319
Li, J., Ma, J., Li, C., Wang, Y., Li, Z., & Hong, J. (2021). Multi-information collaborative cloud identification algorithm in Gaofen-5 Directional Polarimetric Camera imagery. Journal of Quantitative Spectroscopy and Radiative Transfer, 261, 107439. doi:10.1016/j.jqsrt.2020.107439
Lin, W., Bi, L., Weng, F., Li, Z., & Dubovik, O. (2021). Capability of Superspheroids for Modeling PARASOL Observations Under Dusty-Sky Conditions. Journal of Geophysical Research: Atmospheres, 126(1), e2020JD033310. doi:10.1029/2020JD033310
She, L., Zhang, H. K., Li, Z., de Leeuw, G., & Huang, B. (2020). Himawari-8 Aerosol Optical Depth (AOD) Retrieval Using a Deep Neural Network Trained Using AERONET Observations. Remote Sensing, 12(24), 4125.
Hou, W., Xie, Y., Li, Z., Yang, H., Hu, Z., Song, C., . . . Ma, Y. (2020). Preliminary study on the multispectral measurement simulations of polarized scanning atmospheric corrector image (Vol. 11566): SPIE.
陈 杰, 李正强, 常文渊∗, 张 莹, 魏瑗瑗, 谢一凇, 葛邦宇, 张 驰,. (2020). 基于改进GSI 系统的气溶胶变分同化对WRF-Chem PM2.5 分析和预报的影响评估. 大气与环境光学学报, 15(5), 321-333.
Li, L., Li, Z., Li, K., Wang, Y., Tian, Q., Su, X., . . . Xu, H. (2020). Aerosol Direct Radiative Effects over China Based on Long-Term Observations within the Sun–Sky Radiometer Observation Network (SONET). Remote Sensing, 12(20), 3296.
温亚南, 车亚辉, 光洁, 张晓美, 李正强. (2020). 森林覆盖产品在中国区域的质量评价. 国土资源遥感, 32(3), 32-38. doi:10.6046/gtzyyg.2020.03.05
Ma, J., Guo, J., Ahmad, S., Li, Z., & Hong, J. (2020). Constructing a New Inter-Calibration Method for DMSP-OLS and NPP-VIIRS Nighttime Light. Remote Sensing, 12(6), 937.
Hu, Q., Wang, H., Goloub, P., Li, Z., Veselovskii, I., Podvin, T., Li, K., and Korenskiy, M.: The characterization of Taklamakan dust properties using a multiwavelength Raman polarization lidar in Kashi, China, Atmospheric Chemistry and Physics, 20, 13 817–13 834, https://doi.org/10.5194/acp-20-13817-2020.
Li, L., Li, Z., Chang, W., Ou, Y., Goloub, P., Li, C., Li, K., Hu, Q., Wang, J., and Wendisch, M.: Aerosol solar radiative forcing near the Taklimakan Desert based on radiative transfer and regional meteorological simulations during the Dust Aerosol Observation-Kashi campaign, Atmos. Chem. Phys., 20, 10845–10864, https://doi.org/10.5194/acp-20-10845-2020, 2020.
Zhang, Y., Li, Z., Chen, Y., de Leeuw, G., Zhang, C., Xie, Y., and Li, K.: Improved inversion of aerosol components in the atmospheric column from remote sensing data, Atmos. Chem. Phys., https://doi.org/10.5194/acp-2019-1062, 2020.
Zhang, Y.; Li, Z.; Chang, W.; Zhang, Y.; de Leeuw, G.; Schauer, J. J. Satellite Observations of PM2.5 Changes and Driving Factors Based Forecasting Over China 2000-2025. Remote Sensing. 2020, 12(16), 2518; http://doi.org/10.3390/rs12162518.
Chen, X, de Leeuw, G., Arola, A., Liu, S., Liu, Y., Li, Z., Zhang, K., Joint retrieval of the aerosol fine mode fraction and optical depth using MODIS spectral reflectance over northern and eastern China: Artificial neural network method. Remote Sensing of Environment. 2020, 249, 112006.https://doi.org/10.1016/j.rse.2020.112006.
Fan, C., Li, Y., Guang, J., Li, Z., Elnashar, A., Allam, M., and de Leeuw, G.: The Impact of the Control Measures during the COVID-19 Outbreak on Air Pollution in China, Remote Sensing, 12, 10.3390/rs12101613, 2020.
Ge, B., Mei, X., Li, Z., Hou, W., Xie, Y., Zhang, Y., Xu, H., Li, K., and Wei, Y.: An improved algorithm for retrieving high resolution fine-mode aerosol based on polarized satellite data: Application and validation for POLDER-3, Remote Sensing of Environment, 247, 111894, https://doi.org/10.1016/j.rse.2020.111894, 2020.
Li, Z., Wei, Y., and Zhang, Y.: Reply to Comment by Peng and Bi on “Retrieval of Atmospheric Fine Particulate Density Based on Merging Particle Size Distribution Measurements: Multi-instrument Observation and Quality Control at Shouxian”, Journal of Geophysical Research: Atmospheres, 125, e2019JD032303, 10.1029/2019JD032303, 2020.
Tian, Q., Liu, Q., Guang, J., Yang, L., Zhang, H., Fan, C., Che, Y., and Li, Z.: The Estimation of Surface Albedo from DSCOVR EPIC, Remote Sensing, 12, 10.3390/rs12111897, 2020.
Wang, H., Li, Z., Lv, Y., Zhang, Y., Xu, H., Guo, J., and Goloub, P.: Determination and climatology of the diurnal cycle of the atmospheric mixing layer height over Beijing 2013–2018: lidar measurements and implications for air pollution, Atmos. Chem. Phys., 20, 8839-8854, 10.5194/acp-20-8839-2020, 2020.
Wang, J., and Li, Z.: Estimation of ground-level dry PM2.5 concentrations at 3 km resolution over Beijing using Geostationary Ocean Colour Imager, Remote Sensing Letters, 11, 913-922, 10.1080/2150704X.2020.1795298, 2020.
Wei, Y., Li, Z., Zhang, Y., Chen, C., Dubovik, O., Zhang, Y., Xu, H., Li, K., Chen, J., Wang, H., Ge, B., and Fan, C.: Validation of POLDER GRASP aerosol optical retrieval over China using SONET observations, Journal of Quantitative Spectroscopy and Radiative Transfer, 246, 106931, https://doi.org/10.1016/j.jqsrt.2020.106931, 2020.
Ma, J., Guo, J., Ahmad, S., Li, Z., and Hong, J.: Constructing a New Inter-Calibration Method for DMSP-OLS and NPP-VIIRS Nighttime Light, Remote Sensing, 12, 10.3390/rs12060937, 2020.
Yuanyuan, W., Zhengqiang, L., Ying, Z., Jie, C., and Yang, L.: Estimation of Total Suspended Particles (TSP) mass concentration based on sun sky photometer and lidar, Proc.SPIE, 2020.
Huang, G., Chen, Y., Li, Z., Liu, Q., Wang, Y., He, Q., Liu, T., Liu, X., Zhang, Y., Gao, J., and Yao, Y.: Validation and Accuracy Analysis of the Collection 6.1 MODIS Aerosol Optical Depth Over the Westernmost City in China Based on the Sun-Sky Radiometer Observations From SONET, Earth and Space Science, 7, e2019EA001041, 10.1029/2019EA001041, 2020.
Zheng, F., Li, Z., Hou, W., Qie, L., and Zhang, C.: Aerosol retrieval study from multiangle polarimetric satellite data based on optimal estimation method, Journal of Applied Remote Sensing, 14, 014516, 2020.
Zhang, X., Wang, F., Wang, W., Huang, F., Chen, B., Gao, L., Wang, S., Yan, H., Ye, H., Si, F., Hong, J., Li, X., Cao, Q., Che, H., and Li, Z.: The development and application of satellite remote sensing for atmospheric compositions in China, Atmospheric Research, 245, 105056, https://doi.org/10.1016/j.atmosres.2020.105056, 2020.
Chen, J., Li, Z., Zhang, Y., Ge, B., and Wei, Y.: Process analysis of a floating dust case in Kashi based on comprehensive observation and simulation, Proceedings of SPIE, 2019, 1133832.
Dubovik, O., Li, Z., Mishchenko, M. I., Tanré, D., Karol, Y., Bojkov, B., Cairns, B., Diner, D. J., Espinosa, W. R., Goloub, P., Gu, X., Hasekamp, O., Hong, J., Hou, W., Knobelspiesse, K. D., Landgraf, J., Li, L., Litvinov, P., Liu, Y., Lopatin, A., Marbach, T., Maring, H., Martins, V., Meijer, Y., Milinevsky, G., Mukai, S., Parol, F., Qiao, Y., Remer, L., Rietjens, J., Sano, I., Stammes, P., Stamnes, S., Sun, X., Tabary, P., Travis, L. D., Waquet, F., Xu, F., Yan, C., and Yin, D.: Polarimetric remote sensing of atmospheric aerosols: Instruments, methodologies, results, and perspectives, Journal of Quantitative Spectroscopy and Radiative Transfer, 224, 474-511, https://doi.org/10.1016/j.jqsrt.2018.11.024, 2019.
Fan, C., Fu, G., Di Noia, A., Smit, M., Hh Rietjens, J., A Ferrare, R., Burton, S., Li, Z., and P Hasekamp, O.: Use of A Neural Network-Based Ocean Body Radiative Transfer Model for Aerosol Retrievals from Multi-Angle Polarimetric Measurements, Remote Sensing, 11, 2877, 2019.
Ge, B., Li, Z., Hou, W., Ma, Y., Xie, Y., Wang, H., Zhu, S., and Chen, J.: An impact study of NDVI on the BPDF model under different atmosphere and multi-angles conditions, Proceedings of SPIE, 2019, 1133834.
Ge, B., Li, Z., Liu, L., Yang, L., Chen, X., Hou, W., Zhang, Y., Li, D., Li, L., and Qie, L.: A Dark Target Method for Himawari-8/AHI Aerosol Retrieval: Application and Validation, IEEE Transactions on Geoscience and Remote Sensing, 57, 381-394, 10.1109/TGRS.2018.2854743, 2019.
Ge, B. Y., Li, Z. Q., Hou, W. Z., Zhang, Y., and Li, K. T.: VALIDATION AND COMPARISON OF FINE-MODE AEROSOL OPTICAL DEPTH PRODUCTS BETWEEN MODIS AND POLDER, The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 42, 51-56, 2019.
Hou, W., Li, Z., Song, C., Lin, J., Ma, Y., Ge, B., and Zheng, F.: Study on errors propagation in synchronous atmospheric correction for HJ-2 satellites, Proceedings of SPIE, 2019, 113380V.
Hou, W., Mao, Y., Xu, C., Li, Z., Li, D., Ma, Y., and Xu, H.: Study on the spectral reconstruction of typical surface types based on spectral library and principal component analysis, 2019, 110232T, 2019.
Hou, W. Z., Wang, H. F., Li, Z. Q., Qie, L. L., Ge, B. Y., Fan, C., and Li, S.: PRELIMINARY SENSITIVITY STUDY OF AEROSOL LAYER HEIGHT FROM SYNTHETIC MULTIANGLE POLARIMETRIC REMOTE SENSING MEASUREMENTS, The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 42, 63-69, 2019.
Li, C., Li, J., Xu, H., Li, Z., Xia, X., and Che, H.: Evaluating VIIRS EPS Aerosol Optical Depth in China: An intercomparison against ground-based measurements and MODIS, Journal of Quantitative Spectroscopy and Radiative Transfer, 224, 368-377, https://doi.org/10.1016/j.jqsrt.2018.12.002, 2019.
Li, C., Ma, J., Yang, P., and Li, Z.: Detection of cloud cover using dynamic thresholds and radiative transfer models from the polarization satellite image, Journal of Quantitative Spectroscopy and Radiative Transfer, 222-223, 196-214, https://doi.org/10.1016/j.jqsrt.2018.10.026, 2019.
Li, L., Li, Z., Dubovik, O., Zheng, X., Li, Z., Ma, J., and Wendisch, M.: Effects of the shape distribution of aerosol particles on their volumetric scattering properties and the radiative transfer through the atmosphere that includes polarization, Applied Optics, 58, 1475-1484, 10.1364/AO.58.001475, 2019.
Li, Z., Zhang, Y., Xu, H., Li, K., Dubovik, O., and Goloub, P.: The Fundamental Aerosol Models Over China Region: A Cluster Analysis of the Ground-Based Remote Sensing Measurements of Total Columnar Atmosphere, Geophysical Research Letters, 46, 10.1029/2019GL082056, 2019.
Luo, N., Shi, W., Liang, C., Li, Z., Wang, H., Zhao, W., Zhang, Y., Wang, Y., Li, Z., and Yan, X.: Characteristics of atmospheric fungi in particle growth events along with new particle formation in the central North China Plain, Science of The Total Environment, 683, 389-398, https://doi.org/10.1016/j.scitotenv.2019.05.299, 2019.
Shi, Y., Zhao, A., Matsunaga, T., Yamaguchi, Y., Zang, S., Li, Z., Yu, T., and Gu, X.: High-resolution inventory of mercury emissions from biomass burning in tropical continents during 2001–2017, Science of The Total Environment, 653, 638-648, https://doi.org/10.1016/j.scitotenv.2018.10.420, 2019.
Wang, H., Li, Z., Lv, Y., Xu, H., Li, K., Li, D., Hou, W., Zheng, F., Wei, Y., and Ge, B.: Observational study of aerosol-induced impact on planetary boundary layer based on lidar and sunphotometer in Beijing, Environmental Pollution, 252, 897-906, https://doi.org/10.1016/j.envpol.2019.05.070, 2019.
Wang, Y., Dörner, S., Donner, S., Böhnke, S., De Smedt, I., Dickerson, R. R., Dong, Z., He, H., Li, Z., Li, Z., Li, D., Liu, D., Ren, X., Theys, N., Wang, Y., Wang, Y., Wang, Z., Xu, H., Xu, J., and Wagner, T.: Vertical profiles of NO2, SO2, HONO, HCHO, CHOCHO and aerosols derived from MAX-DOAS measurements at a rural site in the central western North China Plain and their relation to emission sources and effects of regional transport, Atmos. Chem. Phys., 19, 5417-5449, 10.5194/acp-19-5417-2019, 2019.
Wei, J., Li, Z., Sun, L., Peng, Y., Zhang, Z., Li, Z., Su, T., Feng, L., Cai, Z., and Wu, H.: Evaluation and uncertainty estimate of next-generation geostationary meteorological Himawari-8/AHI aerosol products, Science of The Total Environment, 692, 879-891, 2019.
Wen, Y. N., Che, Y. H., Guang, J., Xie, Y. Q., Shi, Z., Zhang, Y., and Li, Z. Q.: VALIDATION OF AEROSOL PRODUCTS FROM ESA/AATSR OVER CHINA AND AOD FUSION BASED ON UNCERTAINTIES, The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 42, 181-185, 2019.
Xu, F., Ma, J., Wu, S., and Li, Z.: Identification of smoke and polluted clouds based on polarized satellite images, Journal of Quantitative Spectroscopy and Radiative Transfer, 224, 343-354, https://doi.org/10.1016/j.jqsrt.2018.11.019, 2019.
Zhang, C., Xu, H., Li, Z., Xie, Y., and Li, D.: Maritime Aerosol Optical and Microphysical Properties in the South China Sea Under Multi-source Influence, Scientific reports, 9, 1-8, 2019.
Zhang, C., Zhang, Y., Li, Z., Wang, Y., Xu, H., Li, K., Li, D., Xie, Y., and Zhang, Y.: Sub-Mode Aerosol Volume Size Distribution and Complex Refractive Index from the Three-Year Ground-Based Measurements in Chengdu China, Atmosphere, 10, 10.3390/atmos10020046, 2019.
Zheng, F., Hou, W., Sun, X., Li, Z., Hong, J., Ma, Y., Li, L., Li, K., Fan, Y., and Qiao, Y.: Optimal Estimation Retrieval of Aerosol Fine-Mode Fraction from Ground-Based Sky Light Measurements, Atmosphere, 10, 10.3390/atmos10040196, 2019.
Zhu, S., Chen, X., Liu, L., Qie, L., Li, Z., Ma, J., Ge, S., Hong, J., Li, X., and Gao, H.: Evaluation of radiometric performance of MODIS visible bands using the Rayleigh scattering method, Journal of Applied Remote Sensing, 13, 10.1117/1.JRS.13.018503, 2019.
李照洲, 伽丽丽, 谢一凇, 朱思峰, 李正强, 潘志强: GF-5卫星多角度偏振成像仪在轨偏振定标, 大气与环境光学学报, 14, 18-23, 2019.
李正强, 谢一凇, 洪津, 王中挺, 王舒鹏, 孙晓兵, 乔延利, 顾行发: 星载对地观测偏振传感器及其大气遥感应用, 大气与环境光学学报, 14, 2-17, 2019.
李正强, 谢一凇, 张莹, 李雷, 许华, 李凯涛, 李东辉: 大气气溶胶成分遥感研究进展, 遥感学报, 23, 359-373, 10.11834/jrs.20198185, 2019.
谢一凇, 李正强, 侯伟真, 张洋, 伽丽丽, 李莉, 李凯涛, 许华: 高分五号卫星多角度偏振成像仪细粒子气溶胶光学厚度遥感反演, 上海航天, 36, 219-226, 2019.
郑逢勋, 侯伟真, 李正强: 高分五号卫星多角度偏振相机最优化估计反演: 角度依赖与后验误差分析, 物理学报, 68, 40701, 10.7498/aps.68.20181682, 2019.
Chang, W. Y., Zhan, J. Q., Zhang, Y., Li, Z. Q., Xing, J., and Li, J. D.: Emission-driven changes in anthropogenic aerosol concentrations in China during 1970-2010 and its implications for PM2.5 control policy, Atmospheric Research, 212, 106-119, 2018.
Chen, X., Ge, B., Yang, L., Ni, C., Li, Z., Ma, Y., Hou, W., Qie, L., Liu, L., and Zhao, S.: A parallel method of atmospheric correction for multispectral high spatial resolution remote sensing images, Remote Sensing Image Processing and Geographic Information Systems, 2018, 109.
Choi, M., Kim, J., Lee, J., Kim, M., Park, Y. J., Holben, B., Eck, T. F., Li, Z., and Song, C. H.: GOCI Yonsei aerosol retrieval version 2 products: an improved algorithm and error analysis with uncertainty estimation from 5-year validation over East Asia, Atmospheric Measurement Techniques, 11, 385-408, 10.5194/amt-11-385-2018, 2018.
Dubovik, O., Li, Z., and Mishchenko, M. I.: The first international workshop on" Advancement of POLarimetric Observations: calibration and improved aerosol retrievals": APOLO-2017, Journal of Quantitative Spectroscopy and Radiative Transfer, 212, A1-A2, 2018.
Holben, B. N., Kim, J., Sano, I., Mukai, S., Eck, T. F., Giles, D. M., Schafer, J. S., Sinyuk, A., Slutsker, I., Smirnov, A., Sorokin, M., Anderson, B. E., Che, H., Choi, M., Crawford, J. H., Ferrare, R. A., Garay, M. J., Jeong, U., Kim, M., Kim, W., Knox, N., Li, Z., Lim, H. S., Liu, Y., Maring, H., Nakata, M., Pickering, K. E., Piketh, S., Redemann, J., Reid, J. S., Salinas, S., Seo, S., Tan, F., Tripathi, S. N., Toon, O. B., and Xiao, Q.: An overview of mesoscale aerosol processes, comparisons, and validation studies from DRAGON networks, Atmospheric Chemistry and Physics, 18, 655-671, 10.5194/acp-18-655-2018, 2018.
Hou, W., Li, Z., Wang, J., Xu, X., Goloub, P., and Qie, L.: Improving Remote Sensing of Aerosol Microphysical Properties by Near‐Infrared Polarimetric Measurements Over Vegetated Land: Information Content Analysis, Journal of Geophysical Research: Atmospheres, 123, 2215-2243, 10.1002/2017JD027388, 2018.
Hou, W., Li, Z., Zheng, F., and Qie, L.: RETRIEVAL OF AEROSOL MICROPHYSICAL PROPERTIES BASED ON THE OPTIMAL ESTIMATION METHOD: INFORMATION CONTENT ANALYSIS FOR SATELLITE POLARIMETRIC REMOTE SENSING MEASUREMENTS, ISPRS TC III Mid-term Symposium, 2018.
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Y. Lv, X. F. Chen, Z. Q. Li, Z. Liu, H. Xu, D. H. Li, W. C. Zhang, K. T. Li, Y. Zhang. A study on typical aerosol extinction profile under clear-sky condition in Beijing measured by ground-based Lidar, Aopc 2015: Telescope and Space Optical Instrumentation. 9678,doi:10.1117/12.2202946 (2015).
H. Xu, D. Li, Z. Li, X. Zheng, X. Li, Y. Xie, E. Liu. Deriving aerosol properties from measurements of the Atmosphere-Surface Radiation Automatic Instrument (ASRAI). Proceedings of SPIE - The International Society for Optical Engineering, 9640, The Society of Photo-Optical Instrumentation Engineers (SPIE), doi:10.1117/12.2194324(2015).
X. F. Chen, Y. Lv, W. C. Zhang, Z. Q. Li, H. Xu, D. H. Li, W. Z. Hou, C. T. Li, Y. S. Xie, Y. Zhang, L. Li, X. D. Mei. Comparison between dust and haze aerosol properties of the 2015 spring in Beijing using ground-based sun photometer and lidar, Aopc 2015: Optical and Optoelectronic Sensing and Imaging Technology. 9674,doi:10.1117/12.2197672 (2015).
李正强, 李东辉, 李凯涛, 许华, 陈兴峰, 陈澄, 谢一凇, 李莉, 李雷, 李伟, 吕阳, 伽丽丽, 张莹, 顾行发. 扩展多波长偏振测量的太阳—天空辐射计观测网. 遥感学报, 19 (03), 495-519, doi:10.11834/jrs.20154129 (2015).
陈澄, 李正强, 侯伟真, 李东辉, 张玉环. 动态气溶胶模型的PARASOL多角度偏振卫星气溶胶光学厚度反演算法. 遥感学报, 19 (01), 25-33, doi:10.11834/jrs.20154043 (2015).
李伟, 李正强, 杨本永, 李保生, 李凯涛, 李东辉, 谢一凇. 基于激光光源的太阳辐射计视场角测量方法. 大气与环境光学学报, 10 (04), 315-322, doi:10.3969/j.jssn.1673-6141.2015.01 (2015).
黄为, 谢一凇, 李正强, 张莹, 李东辉, 李凯涛, 李莉, 许华. 2014年APEC会议期间北京地区气溶胶成分遥感研究. 大气与环境光学学报, 10 (04), 278-285, doi:10.3969/j.issn.1637-6141.2015.04.001 (2015).
李健军, 孟凡刚, 夏茂鹏, 李正强, 翟文超, 李东辉, 丁蕾, 郑小兵, 戚涛. 太阳辐射计实验室定标方法. 大气与环境光学学报, 10 (04), 333-342, doi:10.3969/j.issn.1673-6141.2015.04.008 (2015).
Z. Q. Li, T. Eck, Y. Zhang, Y. H. Zhang, D. H. Li, L. Li, H. Xu, W. Z. Hou, Y. Lv, P. Goloub, X. F. Gu. Observations of residual submicron fine aerosol particles related to cloud and fog processing during a major pollution event in Beijing. Atmospheric Environment, 86, 187-192, doi:10.1016/j.atmosenv.2013.12.044 (2014).
Z. Li, Y. Zhang, Y. Zhang, W. Hou, Y. Ma, C. Chen. Remote sensing of atmospheric PM2.5 from high spatial resolution image of Chinese environmental satellite HJ-1/ CCD data. IOP Conference Series: Earth and Environmental Science, 17, 012023-1-012023-5, doi:10.1088/1755-1315/17/1/012023 (2014).
Y. S. Xie, Z. Q. Li, L. Li, L. Wang, D. H. Li, C. Chen, K. T. Li, H. Xu. Study on influence of different mixing rules on the aerosol components retrieval from ground-based remote sensing measurements. Atmospheric Research, 145, 267-278, doi:10.1016/j.atmosres.2014.04.006 (2014).
H. Xu, Z. Q. Li, D. H. Li, L. Li, X. F. Chen, Y. S. Xie, K. T. Li, C. Chen, Y. H. Zhang. Ground-Based Polarimetric Remote Sensing of Dust Aerosol Properties in Chinese Deserts near Hexi Corridor. Advances in Meteorology, 2014, 1-10, doi:10.1155/2014/240452 (2014).
Y. H. Zhang, Z. Q. Li, Y. Zhang, W. Z. Hou, H. Xu, C. Chen, Y. Ma. High temporal resolution aerosol retrieval using Geostationary Ocean Color Imager: application and initial validation. Journal of Applied Remote Sensing, 8, 083612-1-083612-16, doi:10.1117/1.JRS.8.083612 (2014).
Y. Zhang, Z. Q. Li, Y. Wang. Improving Calculation Accuracies of Accumulation-Mode Fractions Based on Spectral of Aerosol Optical Depths. IOP Conference Series: Earth and Environmental Science, 17, 012013-1-012013-6, doi:10.1088/1755-1315/17/1/012013 (2014).
Y. H. Zhang, Z. Q. Li, W. Hou, D. Li, Y. Zhang, Y. Ma. Assessment of aerosol models to AOD retrieval from HJ1 Satellites. IOP Conference Series: Earth and Environmental Science, 17, 012006-1-012006-7, doi:10.1088/1755-1315/17/1/012006 (2014).
Y. Wang, Z. Li, Y. Zhang, Q. Wang, J. Ma. Impact of aerosols on radiation during a heavy haze event in Beijing. IOP Conference Series: Earth and Environmental Science, 17, 012012-1-012012-5, doi:10.1088/1755-1315/17/1/012012 (2014).
L. Li, Z. Li, M. Wendisch. Simulation of the influence of aerosol particles on Stokes parameters of polarized skylight. IOP Conference Series: Earth and Environmental Science, 17, 012026-1-012026-6, doi:10.1088/1755-1315/17/1/012026 (2014).
L. Li, Z. Li, K. Li, L. Blarel, M. Wendisch. A method to calculate Stokes parameters and angle of polarization of skylight from polarized CIMEL sun/sky radiometers. Journal of Quantitative Spectroscopy & Radiative Transfer, 149, 334-346, doi:10.1016/j.jqsrt.2014.09.003 (2014).
D. Li, Z. Li, K. Li, B. Huang, R. Ye, Y. Xie, C. Chen. Study on Aerosol Model and Sources at Zhoushan, China Using Sun-sky Photometer Observation. IOP Conference Series: Earth and Environmental Science, 17, 012030-1-012030-5, doi:10.1088/1755-1315/17/1/012030 (2014).
W. Hou, Z. Li, Y. Zhang, H. Xu, Y. Zhang, K. Li, D. Li, P. Wei, Y. Ma. Using support vector regression to predict PM 10 and PM 2.5. IOP Conference Series: Earth and Environmental Science, 17, 012268-1-012268-6, doi:10.1088/1755-1315/17/1/012268 (2014).
C. Chen, Z. Li, D. Li, K. Li, Y. Zhang, W. Hou, Y. Xie. Ground-based Polarization Remote Sensing of Atmospheric Aerosols and the Correlation between Polarization Degree and PM 2.5. IOP Conference Series: Earth and Environmental Science, 17, 012039-1-012039-6, doi:10.1088/1755-1315/17/1/012039 (2014).
M. Xia, J. Li, Z. Li, D. Gao, W. Pang, D. Li, X. Zheng. Research on calibration method in lab of direct solar channels of Sun photometer. Chinese Optics Letters, 12, 121201-1-121201-7, doi:10.3788/COL201412.121201 (2014).
X. L. Su, J. J. Cao, Z. Q. Li, M. J. Lin, G. H. Wang. Column-Integrated Aerosol Optical Properties during Summer and Autumn of 2012 in Xi'an, China. Aerosol and Air Quality Research, 14, 850-861, doi:10.4209/aaqr.2013.03.0093 (2014).
H. Che, X. Xia, J. Zhu, Z. Li, O. Dubovik, B. Holben, P. Goloub, H. Chen, V. Estelles, E. Cuevas-Agullo, L. Blarel, H. Wang, H. Zhao, X. Zhang, Y. Wang, J. Sun, R. Tao, X. Zhang, G. Shi. Column aerosol optical properties and aerosol radiative forcing during a serious haze-fog month over North China Plain in 2013 based on ground-based sunphotometer measurements. Atmospheric Chemistry and Physics, 14, 2125-2138, doi:10.5194/acp-14-2125-2014 (2014).
J. Ma, H. Wu, C. Wang, X. Zhang, Z. Li, X. Wang. Multiyear satellite and surface observations of cloud fraction over China. Journal of Geophysical Research: Atmospheres, 119, 7655-7666, doi:10.1002/2013JD021413 (2014).
B. Li, L. Xu, J. Huang, F. Ma, Y. Wang, Z. Li. During air cool process aerosol absorption detection with photothermal interferometry. International Society for Optics and Photonics, 9299, 92990D-1-92990D-6, doi:10.1117/12.2070639 (2014).
李正强, 许华, 张莹, 李莉, 李东辉, 侯伟真, 吕阳, 顾行发, 陈兴峰, 陈澄, 张凤霞, 马䶮. 基于卫星数据的灰霾污染遥感监测方法及系统设计. 中国环境监测, 30, 159-165, doi:10.3969/j.issn.1002-6002.2014.03.037 (2014).
马䶮, 李正强*, 李浩, 侯伟真, 张玉环, 李东辉, 张莹, 李凯涛, 陈澄. 卫星影像大气校正中气溶胶模型的影响分析——以天津地区为例. 遥感技术与应用, 29, 410-418, doi:10.11873/j.issn.1004-0323.2014.3.0410 (2014).
顾行发, 李正强, 李俊, 陈洪滨. 多尺度综合观测中国区域气溶胶时空分布. 遥感学报, 18, 1138, doi:10.11834/jrs.201405001 (2014).
王羽琴, 张元勋, 张阳, 李正强, 何凌燕, 黄晓锋. 深圳大运会前后大气含碳气溶胶污染特征. 中国环境科学, 34, 1972-1978, doi:10.3969/j.issn.1000-6923.2014.08.008 (2014).
袁银麟, 郑小兵, 戚涛, 胡友丽, 翟文超, 丁蕾, 吴浩宇, 李健军, 李正强. 应用于CARSNET的太阳辐射计辐射定标的LED参考光源. 大气与环境光学学报, 9, 112-120, doi:10.3969/j.issn.1673-6141.2014.02.004 (2014).
Z. Li, X. Gu, L. Wang, D. Li, Y. Xie, K. Li, O. Dubovik, G. Schuster, P. Goloub, Y. Zhang, L. Li, Y. Ma, H. Xu. Aerosol physical and chemical properties retrieved from ground-based remote sensing measurements during heavy haze days in Beijing winter. Atmospheric Chemistry and Physics, 13, 10171-10183, doi:10.5194/acp-13-10171-2013(2013).
Z. Q. Li, P. Goloub, L. Blarel, B. Y. Yang, K. T. Li, T. Podvin, D. H. Li, Y. S. Xie, X. F. Chen, X. F. Gu, X. B. Zheng, J. J. Li, M. Catalfamo. Method to intercalibrate sunphotometer constants using an integrating sphere as a light source in the laboratory. Applied Optics, 52, 2226-2234, doi:10.1364/AO.52.002226 (2013).
L. Wang, Z. Q. Li, Q. J. Tian, Y. Ma, F. X. Zhang, Y. Zhang, D. H. Li, K. T. Li, L. Li. Estimate of aerosol absorbing components of black carbon, brown carbon, and dust from ground-based remote sensing data of sun-sky radiometers. Journal of Geophysical Research-Atmospheres, 118, 6534-6543, doi:10.1002/jgrd.50356 (2013).
H. Chen, X. Gu, T. Cheng, Z. Li, T. Yu. The spatial-temporal variations in optical properties of atmosphere aerosols derived from AERONET dataset over China. Meteorology and Atmospheric Physics, 122, 65-73, doi:10.1007/s00703-013-0268-2 (2013).
B. Mey, E. Jäkel, B. Heese, D. Althausen, H. Baars, X. Gu, T. Yu, Z. Li, M. Wendisch. Airborne measurements of urban surface reflectivity and albedo. AIP Conference Proceedings, 1531, 516-519, doi:10.1063/1.4804820 (2013).
李正强, 许华, 张莹, 张玉环, 陈澄, 李东辉, 李莉, 侯伟真, 吕阳, 顾行发. 北京区域2013严重灰霾污染的主被动遥感监测. 遥感学报, 17, 919-928, doi:10.11834/jrs.20133066 (2013).
张莹, 李正强, 王堰, 李凯涛, 李东辉, 张玉环, 魏鹏, 王玲, 吕阳. 基于光学厚度光谱特征改进北京地区气溶胶积聚模态比例估计. 光谱学与光谱分析, 33, 2795-2802, doi:10.3964/j.issn.1000-0593(2013)10-2795-08 (2013).
许华, 李正强, 尹球, 顾行发. 近红外通道辐射测量误差对水体大气校正的影响. 光谱学与光谱分析, 1781-1785, doi:10.3964/j.issn.1000-0593(2013)07-1781-05 (2013).
张玉环, 李正强, 侯伟真, 许华. 利用HJ-1 CCD高分辨率传感器反演灰霾气溶胶光学厚度. 遥感学报, 17, 959-969, doi:10.11834/jrs.20133062 (2013).
张莹, 李正强. 利用细模态气溶胶光学厚度估计PM2.5. 遥感学报, 17, 929-943, doi:10.11834/jrs.20133063 (2013).
魏鹏, 李正强, 王堰, 谢一凇, 张莹, 许华. 灰霾污染状况下气溶胶组分及辐射效应的遥感估算. 遥感学报, 17, 1021-1031, doi:10.11834/jrs.20133080 (2013).
王玲, 李正强, 马䶮, 李莉, 魏鹏. 利用太阳-天空辐射计遥感观测反演北京冬季灰霾气溶胶成分含量. 遥感学报, 17, 944-958, doi:10.11834/jrs.20133059 (2013).
吕阳, 李正强, 尹鹏飞, 许华, 李凯涛, 张婉春, 侯伟真. 结合地基激光雷达和太阳辐射计的气溶胶垂直分布观测. 遥感学报, 17, 1008-1020, doi:10.11834/jrs.20133092 (2013).
李东辉, 李正强, 卞良, 李凯涛, 李保生, 顾行发, P. Thierry. 极地区域气溶胶地基遥感观测及分析. 遥感学报, 17, 553-565, doi:10.11834/jrs.20132090 (2013).
侯伟真, 李正强, 张玉环, 马䶮, 张莹, 陈澄. 基于C#和Matlab的HJ-1-CCD气溶胶光学厚度反演系统的开发. 遥感信息, 28, doi:10.3969/j.issn.1000-3177.2013.05.006 (2013).
王堰, 谢一凇, 李正强, 李东辉, 李凯涛. 北京区域冬季灰霾过程中人为气溶胶光学厚度估算. 遥感学报, 17, 993-1007, doi:10.11834/jrs.20133071 (2013).
卞良, 李保生, 李正强, 杜亚举, 张龙. 大气气溶胶地基光学遥感物联网系统研究. 中国环境监测, 29, 147-150, (2013).
张婉春, 张莹, 吕阳, 李凯涛, 李正强. 利用激光雷达探测灰霾天气大气边界层高度. 遥感学报, 17, 981-992, doi:10.11834/jrs.20133075 (2013).
陈好, 顾行发, 程天海, 余涛, 李正强. 中国地区气溶胶类型特性分析. 遥感学报, 17, 1559-1571, doi:10.11834/jrs.2013r13028 (2013).
许华, 张玉环, 侯伟真, 吕阳, 李莉, 顾行发, 李正强. 利用环境一号卫星监测北京地区雾霾. 遥感学报, 17, 476-477, doi:10.11834/jrs.2013016 (2013).
谢一凇, 李东辉, 李凯涛, 张龙, 陈澄, 许华, 李正强. 基于地基遥感的灰霾气溶胶光学及微物理特性观测. 遥感学报, 17, 970-980, doi:10.11834/jrs.20133060 (2013).
获奖及荣誉 1、国家自然科学基金委“杰出青年科学基金”（2019）
2、李小文遥感科学青年奖（2017）
3、中国气溶胶技术创新奖（2017）
4、中国环境科学学会优秀环境科技工作者奖（2014）
5、中国环境监测期刊优秀论文奖（2014）
6、国家自然科学基金委“优秀青年科学基金”（2013）
7、中国环境科学学会青年科技奖（2010）
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