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毛克彪

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个人信息
    姓    名: 毛克彪   研究员/客座教授(优秀青年一级人才)
    籍    贯: 湖南    出生年月: 1977年8月
    电子邮箱: 
maokebiao@126.com  电话:010-82108769

    发表论文100余篇(第一作者70余篇),SCI与EI论文50余篇,个人专著1部,获得国家发明专利6项,国际发明专利3项,软件专利13项。主持和参与国家级等课题近20项。作为主要参与人获得北京市自然科学进步三等奖2项,国家科技进步二等奖2项。2016年5月被授予“全国优秀科技工作者”称号。主要从事农业大数据、气候变化、农业遥感、微波、热红外遥感、空间数据挖掘及GIS应用等方面的研究,提出了建立基于大数据和万有引力空间气候变化模型思想,提出了针对MODIS的实用劈窗算法和同时反演辐射率和地表温度的多波段算法,提出了针对ASTER数据的劈窗算法和用神经网络优化的同时反演地表温度和发射率的多波段算法,提出了利用先验知识从ASTER数据反演近地表空气温度方法,提出了针对被动微波数据AMSR-E反演地表温度的物理统计算法和用微波指数反演土壤水分的算法,提出了利用神经网络和多传感器以及不同分辨率遥感数据从AMSR-E反演地表温度,并被邀请给地球物理学报(IEEE Trans. Geoscience and Remote Sesning)、地球物理研究(Journal of Geophysical of Research)、国际遥感(international journal of remote sensing),传感器(Sensors)、中国科学、高技术通讯、兰州大学学报、中国矿业大学、遥感学报、国土资源遥感、遥感信息等期刊和国内外会议审稿。

工作和教育背景:
    2007.5-至今
    中国农业科学院农业资源与区划所草地生态遥感室, 主要从事农业大数据,粮食安全与气候变化,农业遥感,地表参数反演,数据同化等应用方面的研究;
    2012.12-2013.9
    访问科学家: Department of Geography and Program in Planning University of Toronto, Canada.
    2011.7-2013.7
    客座教授: 陕西师范大学,西安,中国.
    2006.3-2006.5

    在台湾中央大学做访问研究,主要关于MODIS地表温度和蒸散发研究
    2004.9-2007.4
    中国科学院遥感应用研究所 地图学与地理信息系统 博士
    主修课程:微波遥感,数字图象,遥感物理,微波遥感,地理信息系统;
    主要研究方向:微波和热红外遥感的辐射机理研究,具体包括地表温度反演、土壤水分反演等,空间数据挖掘;
    2001.9-2004.7
    南京大学  地图学与地理信息系统   获硕士学位
    主修课程:遥感,地理信息系统,图象处理,数据挖掘,电子商务,数据库设计与开发;
    主要研究方向:热红外遥感,GIS(地理信息系统),数据挖掘;
    1997.9-2001.7
    东北师范大学  城市规划与区域开发    获学士学位
    主修课程:城市规划,区域开发
    本科期间,几乎修完计算机系所有课程,
    修完中国科学技术大学工商管理函授专业并获结业证书
代表性论文:
    1. 毛克彪, 基于热红外和微波数据的地表温度和土壤水分反演算法研究,中国农业科学技术出版社, 2007.12(专著).
    2. Kebaio Mao*, Y. Ma, L. Xia, X. Y. Shen, et al. A New Perspective about Climate Change, Scientific Journal of Earth Science, 2015, 5(1): 12-17.
    3. Kebiao Mao*, Y. Ma, X. Y. Shen, L. Xia, et al., A method for retrieving soil moisture from GNSS-R by using experiment data, High Technology letters, 2015,21(2):219-223.
    4. Lang Xia, F. Zhao, Y. Ma, Z. W. Sun, X. Y. Shen, Kebiao Mao*, An Improved Algorithm for the Detection of Cirrus Clouds in the Tibetan Plateau Using VIIRS and MODIS Data, Journal of Atmosphere and Oceanic Technology, 2015, 32, 2125-2129.
    5. Xinyi Shen, Hong Yang, Qiming Qin, Basara Jeffrey, Kebiao Mao, A semi-physical microwave surface emission model for soil moisture retrieval, IEEE Transaction on Geoscience and Remote Sensing, 2015, 53 (7), 4079-4090.
    6. Lang Xia, Kebiao Mao*, Y. Ma, F. Zhao, L.P. Jiang, X.Y. Shen, Z. H. Qin, An algorithm for retrieving land surface temperature using VIIRS data in combination with multi-sensors, Sensors, 2014, 14, 21385-21408.
    7. Kebaio Mao*, Y. Ma, L. Xia, Wendy Y. Chen, X. Y. Shen, T. J. He, Global aerosol change in the last decade: An analysis based on MODIS data, Atmospheric Environment, 2014,94:680-686.
    8. Tongren Xu, S.M. Bateni, Shunlin Liang, Dara Entekhabi, Kebiao Mao, Estimation of Surface Turbulent Heat Fluxes via Variational Assimilation of Sequences of Land Surface Temperatures from Geostationary Operational Environmental Satellites, Journal of Geophysical Research-atmosphere, 2014, 119, 10780 -10798.
    9. Kebiao Mao*, Y. Ma, X. Y. Shen, L. Xia, et al., The Study of Estimation Method of Broadband Emissivity from EOS/MODIS Data, High Technology letters, 2014, 21(1):88-91.
    10. Kebiao Mao*, Y. Ma, L, Xia, X. Shen, et al., A neural network method for monitoring snowstorm: A case study in southern China. Chinese Geographical Science, 2014, 24(5):599-606.
    11. Shen X., Kebiao Mao, Q. Qin, Y. Hong, Guifu Zhang, Bare surface soil moisture estimation using double-angle and dual-polarization L-band radar data, IEEE Transaction on Geoscience and Remote Sensing, 2013, 51(7):3931-3942.
    12. Kebiao Mao*, Y. Ma, X. Shen, et al., Estimation of Broadband Emissivity (8-12um) from ASTER Data by Using RM-NN, Optics Express, 2012, 20(18): 20096-20101.
    13. JianCheng Shi, Y. Du, J. Du, L. Jiang, L, Chai, Kebiao Mao, et al., Progresses on microwave remote sensing of land surface parameters, Science China Earth Science, 2012, 55 (7): 1052-1078.
    14. Kebiao Mao*, Y. Ma, L. Xia, et al., The Monitoring Analysis for the Drought in China by Using an Improved MPI Method, Journal of Integrative Agriculture, 2012, 11(6), 1048-1058.
    15. Kebiao Mao*, SanMei Li, DaoLong Wang, LiXin Zhang, Huajun Tang, Xiufeng  Wang, Zhaoliang Li, Retrieval of Land Surface Temperature and Emissivity from ASTER1B data Using Dynamic Learning Neural Network, international journal of remote sensing, 2011, 32(19), 5413-5423.
    16. Kebiao Mao*, H. T. Li, D. Y. Hu, J. Wang, J. X. Huang, Z. L. Li, Q. B. Zhou, and H. J. Tang, Estimation of water vapor content in near-infrared bands around 1 μm from MODIS data by using RM–NN, Optics Express, 2010, 18(9), pp. 9542–9554.
    17. Kebiao Mao*, Huajun Tang, Xiufeng Wang, Qingbo Zhou, Daolong Wang, Near-Surface Air Temperature Estimation From ASTER Data Using Neural Network, International Journal of Remote Sensing,2008, 29(20): 6021-6028.
    18. Kebiao Mao*, Jiancheng Shi, Huajun Tang, Zhao-Liang Li,  Xiufeng Wang, Kunshan Chen, A Neural Network Technique for Separating Land Surface Emissivity and Temperature from ASTER Imagery, IEEE Trans. Geosci. Remote Sensing, 2008, 46(1), 200-208.
    19. Kebiao Mao*, J. Shi, Z. Li, and H. Tang, An RM-NN algorithm for retrieving land surface temperature and emissivity from EOS/MODIS data, Journal of Geophysical Research-atmosphere, 2007, 112,D21102, 1-17.
    20. Kebiao Mao*, Jiancheng Shi, Zhaoliang Li, Zhihao Qin, Manchun Li, Bin Xu, A physics-based statistical algorithm for retrieving land surface temperature from AMSR-E passive microwave data, Science in China (Series D),2007,7:1115-1120.
    21. Kebiao Mao*, Tang H. J., Zhang L. X., Li M. C., Guo Y., Zhao D. Z.,  A Method for Retrieving Soil Moisture in Tibet Region By Utilizing Microwave Index from TRMM/TMI Data, International Journal of Remote Sensing, 2008,29(10):2905-2925.
    22. Kebiao Mao*, Qin Z., Shi J., Gong P., A Practical Split-Window Algorithm for Retrieving Land Surface Temperature from MODIS Data, International Journal of Remote Sensing, 2005,26:3181-3204.
    23. Huang Jianxi, Zeng Yuan, Wu Wenbin, Mao Kebiao, Xu Jingyu, Su Wei,Estimation of Overstory and Understory Leaf Area Index by Combining Hyperion and Panchromatic QuickBird Data Using Neural Network Method,Sensor Letters, 2011, 9( 3), 964-973(10).
    24. Huang Jianxi, Zeng Yuan, Kuusk Andres, Wu Bingfang, Dong Lixin, Mao Kebiao, Chen Jinsong, Inverting a forest canopy reflectance model to retrieve the overstorey and understorey leaf area index for forest stands, International Journal of Remote Sensing, 2011, 32(22), 7591-7611.
    25. Changhong Su, Bojie Fu, Yongping Wei, Yihe Lü, Guohua Liu, Daolong Wang, Kebiao Mao, Xiaoming Feng,Ecosystem management based on ecosystem services and human activities: a case study in the Yanhe watershed,Sustainability Science. 2012, 7(1). 17-32.
    26. kebiao Mao*, L.P. Jiang, Y. Z. Liu, D. L. Wang, H.J.Tang, Retrival analysis of snow depth from AMSR-E data in complex weather conditions, IITA-GRS2010, V1, 177-180.
    27. kebiao Mao*, C.Y.Gao, L.J.Han, W. ZHANG, H.J. Tang, The drought monitoring in China by using AMSR-E data, IITA-GRS2010, V1, 181-184.
    28. Kebiao Mao*, Zhang Mengyang, Wang Jianming,Tang Huajun,Zhou Qingbo, The Study of Soil Moisture Retrieval Algorithm from GNSS-R, IITA Conference on Geoscience and Remote Sensing (IITA-GRS 2008), Shanghai, 2008,12,1-5.
    29. Kebiao Mao*, Wang Jianming, Zhang Mengyang, Tang Huajun, Zhou Qingbo, An AMSR-E Monitoring of Snowstorm -Disaster in South-China in 2008 Year, IITA Conference on Geoscience and Remote Sensing (IITA-GRS 2008), Shanghai, 2008,12,1-5.
    30. Kebiao Mao*, Jiancheng Shi, Huajun Tang, Ying Guo, Yubao Qiu, Liying Li, A neural –network technique for retrieving land surface temperature from AMSR-E passive microwave data, International Geoscience and Remote Sensing Symposium (IGARSS07), 23-28 July 2007, 7: 4422-4425.
    31. Kebiao Mao*, Zhihao Qin, Manchun Li, Lixin Zhang, Bin Xu, Lingmei Jiang, An Algorithm for Surface Soil Moisture Retrieval  Using the Microwave Polarization Difference Index, International Geoscience and Remote Sensing Symposium (IGARSS06).
    32. Kebiao Mao*,Jiangcheng Shi, Zhaoliang Li,  Zhihao Qin,  Xiufeng Wang, Lingmei Jiang, A Multiple-Band Algorithm for Separating Land Surface Emissivity and Temperature from ASTER Imagery, International Geoscience and Remote Sensing Symposium (IGARSS06).
    33. Kebiao Mao*, Jiancheng Shi, Zhihao Qin, Peng Gong, Wei Liu, Lina Xu, A Multiple-band Algorithm for Retrieving Land-Surface Temperature and Emissivity from MODIS Data, International Geoscience and Remote Sensing Symposium (IGARSS05), 25-29 July 2005, 5: 3269 - 3272.
    34. Kebiao Mao*,Jiancheng Shi ,Zhaoliang Li,Zhihao Qin, Yuanyuan Jia, Land Surface Temperature and Emissivity Retrieved From the AMSR Passive Microwave Data, International Geoscience and Remote Sensing Symposium (IGARSS05), 25-29 July 2005, 4: 2247 – 2249.
    35. Kebiao Mao*, Zhihao Qin,  Bin Xu, Manchun Li, Jianming Wang Shengli Wu, The Influence Analysis of Water Content for the Accuracy of Practical Split-window Algorithm, International Geoscience and Remote Sensing Symposium (IGARSS05), 25-29 July 2005, 5: 3266 – 3268.
    36. Kebiao Mao*, Jiancheng Shi, Zhihao Qin, Peng Gong, An Advanced and Optimized Split-Window Algorithm for Retrieving Land-Surface Temperature from ASTER Data, International Symposium on Physical Measurements and Signatures in Remote Sensing (ispmsrs),2005.10.
    37. Kebiao Mao*, Jiancheng Shi, Zhaoliang Li, Zhihao Qin, Peng Gong, A Physics Based on Statistics Algorithm for Retrieving Land Surface Temperature and Soil Moisture From AMSR-E Passive Microwave Data, International Symposium on Physical Measurements and Signatures in Remote Sensing (ispmsrs), 2005.10.
    38. Shengli Wu, Kebiao Mao, Jiangyang Du, Lina Xu, Jiangming Wang, The Potential of TRMM/PR Data to Monitor Snow in Tibetan Plateau, International Geoscience and Remote Sensing Symposium (IGARSS05), 25-29 July 2005, 5: 4431 -4434.
    39. Xu Lina Jiancheng Shi, Kebiao Mao, Estimating snow albedo in Tibetan plateau using MODIS, Proceedings of SPIE - The International Society for Optical Engineering,2005.
    40. Ying Guo, Jiancheng Shi, Kebiao Mao, Surface temperature effect on soil moisture retrieval from AMSR-E data, International Geoscience and Remote Sensing Symposium (IGARSS07), 23-28 July 2007, 7:1192 – 1195.
    41. Yubao Qiu, Jiancheng Shi, Liangmei Jiang, Kebiao Mao, Study of atmospheric effects on AMSR-E microwave brightness temperature over Tibetan plateau, International Geoscience and Remote Sensing Symposium (IGARSS07), 23-28 July 2007, 7:1873 – 1876.
    42. 夏浪,毛克彪*,孙知文,马莹,赵芬,基于DNB验证的VIIRS夜间云检测方法,国土资源遥感,2014,26(3):74-79.
    43. 夏浪,毛克彪*,马莹,孙知文,赵芬,基于可见光红外成像辐射仪数据的地表温度反演,农业工程学报,2014, 8(4):109-116.
    44. 夏浪,毛克彪*,孙知文,马莹,针对NPP VIIRS数据的云检测方法研究,中国环境科学, 2014, 34(3):574-580.
    45. 夏浪, 毛克彪*,孙知文,马莹,Suomi Npp VIIRS数据介绍及其在云检测上的应用分析. 地球科学前沿,2013, 3:1-6.
    46. 毛克彪*, 施建成, 李召良, 覃志豪, 李满春, 徐斌, 一个针对被动微波数据AMSRE数据反演地表温度的物理统计算法, 中国科学D辑,2006, 36(12):1170-1176.
    47. 施建成,杜阳,杜今阳,蒋玲梅,柴琳娜,毛克彪等,微波遥感地表参数反演进展,中国科学D辑,2012, 42(6):814-842.
    48. 毛克彪*,马莹,夏浪,沈心一,用MODIS数据反演近地表空气温度的RM-NN算法,高技术通讯,2013,23(5):462-466.
    49. 毛克彪*, 胡德勇,黄健熙,张武,张立新,邹金秋,唐华俊, 针对被动微波数据AMSR-E数据的土壤水分反演算法, 高技术通讯, 2010,20(6), 651-659.
    50. 毛克彪*,王道龙,李滋睿,张立新,周清波,唐华俊,李丹丹,利用AMSR-E被动微波数据反演地表温度的神经网络算法, 高技术通讯,2009,19(11):1195-1200.
    51. 毛克彪*,王建明,张孟阳,唐华俊,周清波,基于AIEM和实地观测数据对GNSS-R反演土壤水分的研究,高技术通讯,2009,3(19):295-301.
    52. 毛克彪*,覃志豪, 施建成, 宫鹏, 针对MODIS数据的劈窗算法研究,武汉大学学报(信息科学版)2005(8):703-708.
    53. 毛克彪*,覃志豪,宫鹏, 余琴, 劈窗算法精度评价及参数敏感性分析,中国矿业大学学报,2005(3):318-322 .
    54. 毛克彪*, 覃志豪, 施建成, 用MODIS影像和劈窗算法反演山东半岛的地表温度,中国矿业大学学报(自然科学版),2005(1):46-50.
    55. 毛克彪*, 唐华俊, 周清波, 马柱国, 实用劈窗算法的改进及大气水汽含量对精度影响评价,武汉大学学报(信息科学版),2008,33(2):116-119.
    56. 毛克彪*,王建明,张孟阳,周清波,马柱国,GNSS-R信号反演土壤水分研究分析,遥感信息,2009,3:92-97.
    57. 毛克彪*, 马莹, 正视极端气候与粮食安全, 财经月刊, 2011, 407: 100-102.
    58. 马莹,毛克彪,全球天灾回顾与前瞻,财经月刊,2012,419:81-83.
    59. 毛克彪*, 唐华俊, 周清波,王建明, 马柱国, 利用被动微波数据AMSR-E对2008年中国南方雪灾监测分析,中国农业资源与区划, 2009, 30(1):46-50.
    60. 毛克彪*, 唐华俊, 陈仲新, 王永前 , 一个用神经网络优化的针对ASTER数据反演地表温度和发射率的多波段算法, 国土资源遥感,2007, 73 (3): 18-22.
    61. 毛克彪*, 唐华俊, 周清波,陈仲新, 陈佑启,覃志豪, 用辐射传输方程从MODIS数据中反演地表温度的方法,兰州大学学报(自然科学版),2007,43(4):12-17.
    62. 毛克彪*, 唐华俊, 李丽英, 许丽娜, 一个从MODIS数据同时反演地表温度和发射率的神经网络算法, 遥感信息, 2007,92(4):9-15.
    63. 毛克彪*, 唐华俊, 周清波,陈佑启,被动微波遥感土壤水分反演研究综述,遥感技术与应用,2007,22(3):466-470.
    64. 毛克彪*, 唐华俊, 周清波,陈仲新,陈佑启,赵登忠, AMSR-E微波极化指数与MODIS植被指数关系研究, 国土资源遥感, 2007, 1: 27-31.
    65. 毛克彪*, 唐华俊, 陈仲新, 邱玉宝, 覃志豪, 李满春, 一个针对ASTER数据的劈窗算法, 遥感信息, 2006, 5:7-11.
    66. 毛克彪*,施建成, 覃志豪, 宫鹏, 徐斌, 蒋玲梅, 一个针对ASTER数据同时反演地表温度和比辐射率的四通道算法,遥感学报,2006, 4: 593-599.
    67. 毛克彪*,覃志豪, 徐斌, 被动微波土壤水分反演模型研究,测绘与空间地理信息, 2005(5):12-15
    68. 毛克彪*, 施建成, 李召良, 覃志豪, 贾媛媛, 用被动微波AMSR数据反演地表温度及发射率方法研究,国土资源遥感,2005(3):14-18
    69. 毛克彪*, 覃志豪, 李满春, 徐斌, AMSR被动微波数据介绍及主要应用研究领域分析,遥感信息.2005,3:63-66.
    70. 毛克彪*,施建成, 覃志豪, 宫鹏, 徐斌,从MODIS数据中同时反演地表温度和比辐射率的多波段算法研究,兰州大学学报(自然科学版)(专辑)2005(6):49-55.
    71. 毛克彪*,覃志豪, 秦晓敏, 高懋芳, 中国中部地带乡镇企业发展战略研究,经济地理2004(增刊):286-290.
    72. 毛克彪*,覃志豪等,针对ASTER的单窗算法研究,测绘学院学报,2005(1):40-43。
    73. 毛克彪*,覃志豪,王建明,武胜利,针对MODIS数据的大气水汽含量及31和32波段透过率计算,国土资源遥感,2005.1:26-30.
    74. 毛克彪*,覃志豪,用MODIS影像反演环渤海地区的大气水汽含量,遥感信息,2004(4):47-49.
    75. 毛克彪*,覃志豪, 刘伟, 用MODIS影像和单窗算法反演环渤海地区的地表温度,空间与测绘, 2004(6):23-25
    76. 毛克彪*, 覃志豪,大气辐射传输模型及MODTRAN中大气透过率计算,空间与测绘, 2004, 27(2):1-3.
    77. 毛克彪*, 覃志豪,张万昌,针对ETM基于BP网络模型的像元分解研究,遥感信息, 2004, 74(2):27-30.
    78. 毛克彪*, 覃志豪,李昕,李海涛, 空间数据挖掘与GIS集成及应用研究,测绘与空间地理信息, 2004, 27(1):14-18.
    79. 毛克彪*, 覃志豪,张万昌,一个基于SOFM网络模型的遥感图象分类方法,遥感技术与应用,2003, 6:399-402.
    80. 毛克彪*, 覃志豪,陈晓燕,李昕,基于WEBGIS的电子商务数据挖掘研究,测绘学院学报, 2003, 3:180-182
    81. 毛克彪*, 覃志豪,李海涛,周若鸿,基于空间数据仓库的空间数据挖掘研究,遥感信息, 2002,68(4):19-26.
    82. 毛克彪*,田庆久,空间数据挖掘技术及应用研究,遥感技术与应用,2002, (4):198-206.
(2016年6月6日更新)

 

 


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