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研究员/教授

  • 姓名：柳钦火
  • 性别：男
  • 专家类别：研究员
  • 所属部门：遥感科学国家重点实验室
  • 职务：
  • 职称：研究员
  • 社会任职：

    2018-，中国空间科学学会理事，空间地球系统科学专业委员会委员

    2018-， 中国地理学会大数据工作委员会副主任委员

    2012-， 中国地理学会第二届学术工作委员会，副主任委员

    2010-，中国环境科学学会环境信息系统与遥感专业委员会第一届委员会

    2009-2018， Member of IEEE Geoscience and Remote Sensing Society

    2018- IEEE，Senior Member of IEEE Geoscience and Remote Sensing Society

    2003-2017， 中国测绘学会第九、十、十一届理事会摄影测量与遥感专业委员会副主任委员（2003-2006，2007-2010，2011-2014）

    2018-， 中国测绘地理信息学会第十二届理事会摄影测量与遥感专业委员会副主任委员

    2003-2014， 全国气象学会第25、26、27届卫星气象与空间天气学委员会委员

  • 电话：010-64849840
  • 传真：010-64849840
  • 电子邮件：liuqh@aircas.ac.cn
  • 个人网页： 
  • 百人入选时间：
  • 杰青入选时间：
  • 通讯地址：北京市朝阳区大屯路甲20号（北）中国科学院空天信息创新研究院
  • 邮政编码：100101

    简历

  •         柳钦火，中国科学院空天信息创新研究院二级研究员，中国科学院大学岗位教授，遥感科学国家重点实验室常务副主任。研究方向为遥感科学与技术，重点开展遥感辐射传输机理、建模与反演等方面研究。先后主持国家973、863、国家重点研发计划、国家自然科学基金重点、国家重大科技专项、部委和地方科技项目20余项，在国内外学术期刊发表学术论文300余篇，参与出版专著10部，授权发明专利10余项。

    工作经历

    2018-04~现在, 中国科学院空天信息创新研究院, 研究员，遥感科学国家重点实验室常务副主任

    2013-04~2018-03,中国科学院遥感与数字地球研究所研究员，遥感科学国家重点实验室副主任/常务副主任（2014-06~2014-12,澳大利亚悉尼理工大学, 访问教授）

    2004-11~2013-03,中国科学院遥感应用研究所研究员，遥感科学国家重点实验室副主任/常务副主任（2010-09~2010-12,美国乔治梅森大学地理系, 访问学者；2010-06~2013-04,中国科学院遥感应用研究所, 所长助理）

    2001-02~2004-10,中国科学院遥感应用研究所研究员，遥感信息科学重点实验室副主任，遥感辐射传输研究室主任（2004-05~2004-06,美国马里兰大学地理学, 访问学者）

    1999-07~2001-01,中国科学院遥感应用研究所, 副研究员

    1997-08~1999-07, 中国科学院遥感应用研究所, 地图学与遥感博士后（1999-03~1999-06,美国波士顿大学地理系, 访问学者、1998-12~1999-03,法国农业科学院, 访问学者）

    学习经历

    1994-09~1997-07,北京大学 大气物理系, 大气物理学博士

    1991-09~1994-07,北京大学 遥感与地理信息系统研究所, 地图学与遥感硕士

    1988-08~1991-08,铁道部隧道工程局, 助理工程师

    1984-09~1988-07,西南交通大学 航测与工程地质系, 工程地质与水文地质学士

    研究方向

  • 遥感辐射传输机理、建模与反演

    承担科研项目情况

  • (1)2019.1-2021.12，空天院重点部署项目“国产遥感卫星共性产品生成技术”，项目负责人
    (2)2020.1-2024.12，国家自然科学重点基金项目，复杂地表辐射收支虚拟星座多角度遥感监测机理研究；41930111，项目负责人
    (3)2019.5-2022.4，国防科工局高分重大专项，高分共性产品真实性检验平台与产品定型分系统，技术负责人
    (4)2018.7-2021.6，国家重点研发计划项目，基于国产卫星数据的全球变化关键数据研制，2018YFA0605500，项目负责人
    (5)2017.5-2019.4，中国科学院重点部署项目，“澜湄流域重大虫媒孳生环境遥感监测与服务”，（KFZD-SW-316），项目负责人
    (6)2015-2016，国防科工局高分重大专项项目，GF-4卫星图像辐射校正技术，30-Y20A02-9003-15/16，课题负责人。
    (7)2013-2017，国家重大基础研究规划项目（973计划）“复杂地表遥感动态分析与建模”，第一课题，复杂地表遥感辐散射机理及动态建模（2013CB733401），课题负责人。
    (8)2012－2015，国家863计划重大项目“ 星机地综合定量遥感系统与应用示范（一期）”，第四课题：多尺度遥感数据按需快速处理与定量遥感产品生成关键技术（SS2012AA120904），课题负责人。
    (9)2008－2011，国家自然科学基金重点项目，光学与微波遥感的模型协同及联合反演研究(40730525)，项目负责人
    (10)2007－2010，国家科技支撑项目“基于环境一号等国产卫星的环境遥感监测关键技术及软件研究”，第三课题：面向环境监测的多源遥感数据协同反演与同化技术及软件研发研究（2008BAC34B03），课题负责人

    获奖及荣誉

  • （1）复杂地表定量遥感建模及航天遥感应用, 二等奖, 省级, 2021
    （2）多源协同定量遥感产品生成关键技术与应用, 一等奖, 部委级, 2021
    （3）中国科学院大学优秀导师奖, 研究所（学校）, 2019
    （4）中国科学院大学优秀导师奖, 研究所（学校）, 2018
    （5）定量遥感产品的真实性检验标准与技术体系, 一等奖, 部委级, 2018
    （6）国产陆地卫星定量遥感关键技术及应用, 二等奖, 国家级, 2016
    （7）基于地物波谱的地表信息获取方法与应用, 二等奖, 省级, 2014
    （8）光学综合成像卫星地面处理与应用技术, 一等奖, 部委级, 2014
    （9）基于地物波谱的地表信息获取方法与应用, 三等奖, 省级, 2013
    （10）面向应用的航天遥感软硬一体化仿真系统技术与应用示范, 一等奖, 省级, 2013
    （11）偏振成像仪, 二等奖, 省级, 2002

    代表性成果

  • 1.学术论文
    (1)Bian, Z. J., Roujean, J. L., Fan, T. Y., Dong, Y. D., Hu, T., Cao, B., . . . Liu, Q. H. (2023). An angular normalization method for temperature vegetation dryness index (TVDI) in monitoring agricultural drought. Remote Sensing of Environment, 284. doi:10.1016/j.rse.2022.113330
    (2)Cao, B., Gastellu-Etchegorry, J. P., Yin, T. G., Bian, Z. J., Bai, J. H., Fang, J. Y., . . . Liu, Q. H. (2023). Optimizing the Protocol of Near-Surface Remote Sensing Experiments Over Heterogeneous Canopy Using DART Simulated Images. Ieee Transactions on Geoscience and Remote Sensing, 61. doi:10.1109/tgrs.2023.3239423
    (3)Chen, Y., Weng, Q. H., Tang, L. L., Wang, L., Xing, H. F., & Liu, Q. H. (2023). Developing an intelligent cloud attention network to support global urban green spaces mapping. Isprs Journal of Photogrammetry and Remote Sensing, 198, 197-209. doi:10.1016/j.isprsjprs.2023.03.005
    (4)Dong, Y. D., Li, J., Jiao, Z. T., Liu, Q. H., Zhao, J., Xu, B. D., . . . Myneni, R. B. (2023). A Method for Retrieving Coarse-Resolution Leaf Area Index for Mixed Biomes Using a Mixed-Pixel Correction Factor. Ieee Transactions on Geoscience and Remote Sensing, 61. doi:10.1109/tgrs.2023.3235949
    (5)Hu, T., Roujean, J. L., Cao, B., Mallick, K., Boulet, G., Li, H., . . . Liu, Q. H. (2023). Correction for LST directionality impact on the estimation of surface upwelling longwave radiation over vegetated surfaces at the satellite scale. Remote Sensing of Environment, 295. doi:10.1016/j.rse.2023.113649
    (6)Liu, C., Li, J., Liu, Q. H., Gao, J. X., Mumtaz, F., Dong, Y. D., . . . Zhao, J. (2023). Combined influence of ENSO and North Atlantic Oscillation (NAO) on Eurasian Steppe during 1982-2018. Science of the Total Environment, 892. doi:10.1016/j.scitotenv.2023.164735
    (7)Liu, C., Li, J., Liu, Q. H., Xu, B. D., Dong, Y. D., Zhao, J., . . . Zhang, H. (2023). Global Comparison of Leaf Area Index Products over Water-Vegetation Mixed Heterogeneous Surface Network (HESNet-WV). Remote Sensing, 15(5). doi:10.3390/rs15051337
    (8)Mumtaz, F., Li, J., Liu, Q. H., Tariq, A., Arshad, A., Dong, Y. D., . . . Liu, C. (2023). Impacts of Green Fraction Changes on Surface Temperature and Carbon Emissions: Comparison under Forestation and Urbanization Reshaping Scenarios. Remote Sensing, 15(3). doi:10.3390/rs15030859
    (9)Qin, B. X., Cao, B., Roujean, J. L., Gastellu-Etchegorry, J. P., Ermida, S. L., Bian, Z. J., . . . Liu, Q. H. (2023). A thermal radiation directionality correction method for the surface upward longwave radiation of geostationary satellite based on a time-evolving kernel-driven model. Remote Sensing of Environment, 294. doi:10.1016/j.rse.2023.113599
    (10)Wen, J. G., Wu, X. D., Xiao, Q., Liu, Q. H., Ma, M. G., Zheng, X. M., . . . Han, Y. (2023). Full-band, multi-angle, multi-scale, and temporal dynamic field spectral measurements in China. Scientific Data, 10(1). doi:10.1038/s41597-023-02265-1
    (11)Bian, Z. J., Lu, Y. F., Du, Y. M., Zhao, W., Cao, B. A., Hu, T., . . . Liu, Q. H. (2022). Comparison between Physical and Empirical Methods for Simulating Surface Brightness Temperature Time Series. Remote Sensing, 14(14). doi:10.3390/rs14143385
    (12)Bian, Z. J., Qi, J. B., Gastellu-Etchegorry, J. P., Roujean, J. L., Cao, B., Li, H., . . . Liu, Q. H. (2022). A GPU-Based Solution for Ray Tracing 3-D Radiative Transfer Model for Optical and Thermal Images. Ieee Geoscience and Remote Sensing Letters, 19. doi:10.1109/lgrs.2022.3206312
    (13)Bian, Z. J., Wu, S. B., Roujean, J. L., Cao, B., Li, H., Yin, G. F., . . . Liu, Q. H. (2022). A TIR forest reflectance and transmittance (FRT) model for directional temperatures with structural and thermal stratification. Remote Sensing of Environment, 268. doi:10.1016/j.rse.2021.112749
    (14)Chen, Y., Weng, Q. H., Tang, L. L., Liu, Q. H., & Fan, R. S. (2022). An Automatic Cloud Detection Neural Network for High-Resolution Remote Sensing Imagery With Cloud-Snow Coexistence. Ieee Geoscience and Remote Sensing Letters, 19. doi:10.1109/lgrs.2021.3102970
    (15)Cheng, J., Wen, J. G., Xiao, Q., Hao, D. L., Lin, X. W., & Liu, Q. H. (2022). Exploring the Applicability of the Semi-Empirical BRDF Models at Different Scales Using Airborne Multi-Angular Observations. Ieee Geoscience and Remote Sensing Letters, 19. doi:10.1109/lgrs.2021.3135046
    (16)Cheng, J., Wen, J. G., Xiao, Q., Wu, S. B., Hao, D. L., & Liu, Q. H. (2022). Extending the GOSAILT Model to Simulate Sparse Woodland Bi-Directional Reflectance with Soil Reflectance Anisotropy Consideration. Remote Sensing, 14(4). doi:10.3390/rs14041001
    (17)Jia, C., Sun, L., Chen, Y. F., Liu, Q. H., Yu, H. Y., & Zhang, W. H. (2022). Satellite Aerosol Retrieval Using Scene Simulation and Deep Belief Network. Ieee Transactions on Geoscience and Remote Sensing, 60. doi:10.1109/tgrs.2021.3116154
    (18)Li, Y., Wu, J. J., Zhong, B., Shi, X. L., Xu, K. P., Ao, K., . . . Shi, M. Q. (2022). Methods of Sandy Land Detection in a Sparse-Vegetation Scene Based on the Fusion of HJ-2A Hyperspectral and GF-3 SAR Data. Remote Sensing, 14(5). doi:10.3390/rs14051203
    (19)Lin, X. W., Wu, S. B., Chen, B., Lin, Z. Y., Yan, Z. B., Chen, X. Z., . . . Lafortezza, R. (2022). Estimating 10-m land surface albedo from Sentinel-2 satellite observations using a direct estimation approach with Google Earth Engine. Isprs Journal of Photogrammetry and Remote Sensing, 194, 1-20. doi:10.1016/j.isprsjprs.2022.09.016
    (20)Lin, X. W., Wu, S. B. A., Hao, D. L., Wen, J. G., Xiao, Q., & Liu, Q. H. (2022). Sloping Surface Reflectance: The Best Option for Satellite-Based Albedo Retrieval Over Mountainous Areas. Ieee Geoscience and Remote Sensing Letters, 19. doi:10.1109/lgrs.2021.3069637
    (21)Ran, X. T., Cao, B., Qin, B. X., Bian, Z. J., Du, Y. M., Li, H., . . . Liu, Q. H. (2022). Assessment of Five Thermal Infrared Kernel-Driven Models Using Limited Multiangle Observations. Ieee Geoscience and Remote Sensing Letters, 19. doi:10.1109/lgrs.2021.3078647
    (22)Wang, C., Li, J., Liu, Q. H., Huete, A., Li, L. H., Dong, Y. D., & Zhao, J. (2022). Eastern-Pacific and Central-Pacific Types of ENSO Elicit Diverse Responses of Vegetation in the West Pacific Region. Geophysical Research Letters, 49(3). doi:10.1029/2021gl096666
    (23)Wen, J. G., Lin, X. W., Wu, X. D., Bao, Y. F., You, D. Q., Gong, B. C., . . . Liu, Q. H. (2022). Validation of the MCD43A3 Collection 6 and GLASS V04 Snow-Free Albedo Products Over Rugged Terrain (vol 60, 3214103, 2022). Ieee Transactions on Geoscience and Remote Sensing, 60. doi:10.1109/tgrs.2022.3220988
    (24)Wen, J. G., You, D. Q., Han, Y., Lin, X. W., Wu, S. B. A., Tang, Y., . . . Liu, Q. H. (2022). Estimating Surface BRDF/Albedo Over Rugged Terrain Using an Extended Multisensor Combined BRDF Inversion (EMCBI) Model. Ieee Geoscience and Remote Sensing Letters, 19. doi:10.1109/lgrs.2022.3143197
    (25)Yu, S. S., Li, L., Cao, B., Zhang, H. L., Zhu, L., Xin, X. Z., & Liu, Q. H. (2022). Surface downward longwave radiation estimation from new generation geostationary satellite data. Atmospheric Research, 276. doi:10.1016/j.atmosres.2022.106255
    (26)Yu, W. T., Li, J., Liu, Q. H., Zhao, J., Dong, Y. D., Wang, C., . . . Zhang, H. (2022). Spatial-Temporal Prediction of Vegetation Index With Deep Recurrent Neural Networks. Ieee Geoscience and Remote Sensing Letters, 19. doi:10.1109/lgrs.2021.3064814
    (27)Zhang, H., Li, J., Liu, Q. H., Lin, S. R., Huete, A., Liu, L. Y., . . . Yu, W. T. (2022). A novel red-edge spectral index for retrieving the leaf chlorophyll content. Methods in Ecology and Evolution, 13(12), 2771-2787. doi:10.1111/2041-210x.13994
    (28)Zhao, J., Li, J., Liu, Q. H., Zhang, Z. X., & Dong, Y. D. (2022). Comparative Study of Fractional Vegetation Cover Estimation Methods Based on Fine Spatial Resolution Images for Three Vegetation Types. Ieee Geoscience and Remote Sensing Letters, 19. doi:10.1109/lgrs.2022.3222018
    (29)Zhu, X. R., Li, J., Liu, Q. H., Yu, W. T., Li, S. Z., Zhao, J., . . . Lin, S. R. (2022). Use of a BP Neural Network and Meteorological Data for Generating Spatiotemporally Continuous LAI Time Series. Ieee Transactions on Geoscience and Remote Sensing, 60. doi:10.1109/tgrs.2021.3095535
    (30)Bian, Z. J., Cao, B. A., Li, H., Du, Y. M., Fan, W. J., Xiao, Q., & Liu, Q. H. (2021). The Effects of Tree Trunks on the Directional Emissivity and Brightness Temperatures of a Leaf-Off Forest Using a Geometric Optical Model. Ieee Transactions on Geoscience and Remote Sensing, 59(6), 5370-5386. doi:10.1109/tgrs.2020.3011157
    (31)Bian, Z. J., Roujean, J. L., Cao, B. A., Du, Y. M., Li, H., Gamet, P., . . . Liu, Q. H. (2021). Modeling the directional anisotropy of fine-scale TIR emissions over tree and crop canopies based on UAV measurements. Remote Sensing of Environment, 252. doi:10.1016/j.rse.2020.112150
    (32)Cao, B., Roujean, J. L., Gastellu-Etchegorry, J. P., Liu, Q. H., Du, Y. M., Lagouarde, J. P., . . . Xiao, Q. (2021). A general framework of kernel-driven modeling in the thermal infrared domain. Remote Sensing of Environment, 252. doi:10.1016/j.rse.2020.112157
    (33)Cao, B. A., Qi, J. B., Chen, E. X., Xiao, Q., Liu, Q. H., & Li, Z. Y. (2021). Fine scale optical remote sensing experiment of mixed stand over complex terrain (FOREST) in the Genhe Reserve Area: objective, observation and a case study. International Journal of Digital Earth, 14(10), 1411-1432. doi:10.1080/17538947.2021.1968047
    (34)Chen, Y., Weng, Q. H., Tang, L. L., Liu, Q. H., Zhang, X., & Bilal, M. (2021). Automatic mapping of urban green spaces using a geospatial neural network. Giscience & Remote Sensing, 58(4), 624-642. doi:10.1080/15481603.2021.1933367
    (35)Li, H., Li, R. B., Yang, Y. K., Cao, B., Bian, Z. J., Hu, T., . . . Liu, Q. H. (2021). Temperature-Based and Radiance-Based Validation of the Collection 6 MYD11 and MYD21 Land Surface Temperature Products Over Barren Surfaces in Northwestern China. Ieee Transactions on Geoscience and Remote Sensing, 59(2), 1794-1807. doi:10.1109/tgrs.2020.2998945
    (36)Lin, S. R., Coops, N. C., Tortini, R., Jia, W., Nesic, Z., Beamesderfer, E., . . . Liu, Q. H. (2021). Species and stand-age driven differences in photochemical reflectance index and light use efficiency across four temperate forests. International Journal of Applied Earth Observation and Geoinformation, 98. doi:10.1016/j.jag.2021.102308
    (37)Lin, S. R., Li, J., Liu, Q. H., Gioli, B., Paul-Limoges, E., Buchmann, N., . . . Yuan, W. P. (2021). Improved global estimations of gross primary productivity of natural vegetation types by incorporating plant functional type. International Journal of Applied Earth Observation and Geoinformation, 100. doi:10.1016/j.jag.2021.102328
    (38)Menenti, M., Li, X., Jia, L., Yang, K., Pellicciotti, F., Mancini, M., . . . Paolini, G. (2021). Multi-Source Hydrological Data Products to Monitor High Asian River Basins and Regional Water Security. Remote Sensing, 13(24). doi:10.3390/rs13245122
    (39)Wu, S. B., Zeng, Y. L., Hao, D. L., Liu, Q. H., Li, J., Chen, X. Z., . . . Chen, M. (2021). Quantifying leaf optical properties with spectral invariants theory. Remote Sensing of Environment, 253. doi:10.1016/j.rse.2020.112131
    (40)Yu, W. T., Li, J., Liu, Q. H., Zhao, J., Dong, Y. D., Zhu, X. R., . . . Zhang, Z. X. (2021). Gap Filling for Historical Landsat NDVI Time Series by Integrating Climate Data. Remote Sensing, 13(3). doi:10.3390/rs13030484
    (41)Zhang, H., Li, J., Liu, Q. H., Dong, Y. D., Li, S. Z., Zhang, Z. X., . . . Zhao, J. (2021). Estimating Leaf Area Index with Dynamic Leaf Optical Properties. Remote Sensing, 13(23). doi:10.3390/rs13234898
    (42)Zhang, H. L., Dong, X. Q., Xi, B. K., Xin, X. Z., Liu, Q. H., He, H. M., . . . Yu, S. S. (2021). Retrieving high-resolution surface photosynthetically active radiation from the MODIS and GOES-16 ABI data. Remote Sensing of Environment, 260. doi:10.1016/j.rse.2021.112436
    (43)Zhong, B., Yang, A. X., Liu, Q. H., Wu, S. L., Shan, X. J., Mu, X. H., . . . Wu, J. J. (2021). Analysis Ready Data of the Chinese GaoFen Satellite Data. Remote Sensing, 13(9). doi:10.3390/rs13091709
    (44)Bian, Z. J., Li, H., Gottsche, F. M., Li, R. B., Du, Y. M., Ren, H. Z., . . . Liu, Q. H. (2020). Retrieving Soil and Vegetation Temperatures From Dual-Angle and Multipixel Satellite Observations. Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13, 5536-5549. doi:10.1109/jstars.2020.3024190
    (45)Bian, Z. J., Roujean, J. L., Lagouarde, J. P., Cao, B., Li, H., Du, Y. M., . . . Liu, Q. H. (2020). A semi-empirical approach for modeling the vegetation thermal infrared directional anisotropy of canopies based on using vegetation indices. Isprs Journal of Photogrammetry and Remote Sensing, 160, 136-148. doi:10.1016/j.isprsjprs.2019.12.004
    (46)Du, Y. M., Cao, B., Li, H., Bian, Z. J., Qin, B. X., Xiao, Q., . . . Su, Z. B. (2020). Modeling Directional Brightness Temperature (DBT) over Crop Canopy with Effects of Intra-Row Heterogeneity. Remote Sensing, 12(17). doi:10.3390/rs12172667
    (47)Du, Y. M., Li, H., Cao, B., Bian, Z. J., Zhao, J. M., Xiao, Q., . . . Su, Z. B. (2020). A Modified Interactive Spectral Smooth Temperature Emissivity Separation Algorithm for Low-Temperature Surface. Ieee Transactions on Geoscience and Remote Sensing, 58(11), 7643-7653. doi:10.1109/tgrs.2020.2982960
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    2.专著（参与编写）
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    （4）定量遥感模型、应用及不确定性研究, Quantitative remote sensing model、application and uncertainty study, 科学出版社, 2010-07, 第 1 作者
    （5）环境遥感定量反演与同化, Quantitative inversion and assimilation for remote sensing of environment, 科学出版社, 2011-07, 第 1 作者
    （6）热红外遥感（第二版）, Thermal Remote Sensing, 2nd Edition, 电子工业出版社, 2014-01, 第 2 作者
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    （9）多源协同陆表定量遥感产品生产技术与系统, 科学出版社, 2018-09, 第 3 作者
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    （12）全球生态环境遥感监测2021年度报告：全球陆域生态系统可持续发展态势, 测绘出版社, 2022-06, 第 2 作者
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