1.   主要研究方向

遥感辐射传输机理研究，中科院遥感应用研究所遥感科学国家重点实验室的主要研究方向之一。近年来，在中科院知识创新工程和国家973、863、自然科学基金项目的支持下，组建了一个包括研究员、副研究员、博士后、博士生和硕士生等共二十余人的科研团队，围绕地表能量平衡过程遥感监测所面临的遥感信息定量化问题，开展深入研究。近期开展的主要研究内容包括:

l         遥感辐射传输机理、实验与建模

l         典型地物波谱知识库

l         遥感信息时空尺度效应与模型同化

l         地表参数多源遥感协同反演方法与软件研发

2.   简历

（1）学历

1984.9—1988.7，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；

1991.9—1994.7，北京大学遥感与地理信息系统研究所，地图学与遥感硕士；

1994.9—1997.7，北京大学大气物理系，大气物理博士；

1997.8—1999.7，中科院遥感所遥感信息科学重点实验室，地图学与遥感博士后。

（2）工作经历

1988.8—1991.8， 铁道部隧道工程局，助理工程师

1998.12—1999.3，法国农业科学院，访问学者

1999.3—1999.6，美国波士顿大学地理系，访问学者

1999.7—2000.12，中科院遥感所遥感信息科学重点实验室，副研究员

2001.1—2003.12，中科院遥感所遥感信息科学重点实验室，研究员，副主任

2004.5—2004.6，美国马里兰大学地理学，访问学者

2004.1—2004.10，中科院遥感所遥感科学国家重点实验室研究员

2004.11—2006.12，中科院遥感所遥感科学国家重点实验室副主任,研究员

2007.1—2007.5，中科院遥感所遥感科学国家重点实验室副主任,遥感辐射传输研究室主任，研究员

2007.6—至今，中科院遥感所遥感科学国家重点实验室常务副主任,遥感辐射传输研究室主任，研究员

（3）在研科研项目情况

2008－2011，国际合作项目，Commission of the European communities, Coordinated Asia-European long-term Observing system of Qinghai-Tibet Plateau hydro-meteorological processes and the Asian-monsson system with Ground satellite Image data and numerical Simulations, Grant Agreement number 212921, CEOP-AEGIS 212921，子课题负责人，70万元。

2007－2009，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），课题负责人柳钦火，444万元。

2007－2009，中科院知识创新工程重要方向项目，多源遥感数据协同反演与信息融合关键技术(KZCX2-YW-313)，项目负责人，250万元；

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，160万；

2008－2009，全国陆地观测卫星数据处理和服务设施建设项目—HJ-1A/1B CCD、HJ-1B IRMSS数据模拟软件包，项目负责人，68万元

2007－2009，国家自然科学基金面上项目，混合像元热红外辐射方向性模型及其时空尺度效应(40671139)，项目负责人，40万元。

（4）已完成科研项目情况

2003－2006，中科院知识创新工程重要方向项目，定量遥感应用的几个关键问题研究，第二课题：遥感估产运行系统中遥感监测过程检验与精度评估(KZCX3-SW-338-2)，课题负责人，70万；

2000-2005, 973项目, 地球表面时空多变要素的定量遥感理论及应用, 第三课题：地球表面时空多变要素的遥感综合反演研究(G2000077903)，课题负责人，200万；

2001-2004, 863项目, 全国典型地物光谱数据库，第二课题：全国典型农作物光谱数据子库及其应用示范(2002AA130010-2)，课题负责人，255万；

2004－2006，国家自然科学基金面上项目，植被组分温度分布特征及其时空尺度效应研究(40371087)，负责人，35万元；

2001-2003, 国家科技部, 863项目, 对地观测数据处理原型系统关键技术，第三子课题：地表参数遥感综合反演技术（2001AA135050-3），子课题负责人，50万元；

1997-2000, 国家科技部, 95攀登预选项目，地球表面能量交换的遥感定量研究（95-预-38）主要研究骨干。

（5）软件

RSIS遥感反演系统V1.0，登记号2003SR10794，    2003年度RS软件测评表彰软件；

机载多角度多光谱（AMTIS）遥感数据处理软件V1.0，2004RS02136。

（6）本人获奖、成果情况

2002，分光偏振计，上海市科技进步二等奖，第8完成人。

3.   国内外学术团体任职

2003－2006， 全国气象学会第25届卫星气象与空间天气学委员会委员

2007－， 全国气象学会第26届卫星气象与空间天气学委员会委员

2006－， 中国测绘学会第九届理事会摄影测量与遥感专业委员会副主任委员

2009－，member of ISPRS Working Group VIII/6 on “Agriculture, Ecosystems and Bio-diversity”

4.   发表论文论著

SCI收录论文

1.          Jing Li, Qiang Liu, Qinhuo Liu, Yong Tang, Qing Xiao,       A Patch Spectral Purification Method to Extract Field Patch Average Parameter from Moderate Resolution Data.   International Journal of Remote Sensing Vol.29, Nos.17-18, September 2008, 4993-5011.

2.          WEN JianGuang, Liu QinHuo, XIAO Qing, LIU Qiang, LI XiaoWen, Modeling the land surface reflectance for optical remote sensing data in rugged terrain. Science in China Series D: Earth Sciences Aug.2008 Vol.51, No.8 1169-1178

闻建光, 柳钦火, 肖青, 刘强, 李小文. 山区光学遥感反射率计算模型. 中国科学(D辑).38（11），1419-1427

3.          CHENG Jie, LIU QinHuo, LI XiaoWen, XIAO Qing, LIU Qiang, DU YongMing. The Correlation Based Temperature Emissivity Separation Algorithm. Science in China Ser. D 2008,Vol.38(3):357-369
程洁，柳钦火，李小文，肖青，刘强，杜永明. 基于相关性的热红外温度与发射率分离算法. 中国科学D辑;Vol.38(2)

4.          Yang, GJ; Liu, QH; Liu, Q, Xiao Q, Gu XF, 2008, Adjacency effect analysis in imaging simulation of high-resolution mid-infrared (3 similar to 5 mu m) remote sensing, JOURNAL OF INFRARED AND MILLIMETER WAVES, Volume: 27, Issue: 3   Pages: 233-240
杨贵军，柳钦火，刘强，肖青，顾行发. 高分辨率中红外遥感（3-5um）成像模拟中邻近效应分析. 红外与毫米波学报. 2008年6月.Vol.27,No.3 233-240

5.          Chen, LF; Gao, YH; Yang, L, Liu QH, et. al., 2008, MODIS-derived daily PAR simulation from cloud-free images and its validation, SOLAR ENERGY  Volume: 82   Issue: 6, Pages: 528-534

6.          Cheng, J; Liu, QH; Li, XW, et al. 2008, Algorithm study on soil mid-infrared emissivity extraction, JOURNAL OF INFRARED AND MILLIMETER WAVES, Volume: 27, Issue: 1   Pages: 21-26

         程洁，柳钦火，李小文，肖青，杜永明. 土壤中红外发射率提取算法研究. 红外与毫米波学报 2008，27（1）：21-26

7.          Cheng, J; Xiao, Q; Li, XW, Liu QH, Du YM, 2008, Multi-layer perceptron neural network based algorithm for simultaneous retrieving temperature and emissivity from hyperspectral FTIR data, SPECTROSCOPY AND SPECTRAL ANALYSIS, Volume: 28, Issue: 4, Pages: 780-783
程洁，肖青，李小文，柳钦火，杜永明. 基于多层感知器网络的FTIR高光谱数据温度和发射率光谱同步反演. 光谱学与光谱分析. 2008年4月. VOL.28 No.4. 780-783

8.          Zhou Guanhua; Liu Qinhuo; Ma Ronghua, et al., Inversion of chlorophyll-a concentration in turbid water of Lake Taihu based on optimized multi-spectral combination, Hupo Kexue, Volume: 20, Issue: 2, Pages: 153-159，MAR 2008

9.          Chen, LF; Gao, YH; Li, L, Liu QH, et al., 2008, Forest NPP estimation based on MODIS data under cloudless condition, SCIENCE IN CHINA SERIES D-EARTH SCIENCES, Volume: 51, Issue: 3   Pages: 331-338

10.       Yao, YJ (Yao, Yanjuan); Liu, QH (Liu, Qinhuo); Liu, Q (Liu, Qiang); Li, XW (Li, Xiaowen) .LAI retrieval and uncertainty evaluations for typical row-planted crops at different growth stages .REMOTE SENSING OF ENVIRONMENT, 112 (1): 94-106 JAN 15 2008

11.       Du, YM (Du, Yongming); Liu, QH (Liu, Qinhuo); Chen, LF (Chen, Liangfu); Liu, QA (Liu, Qiang); Yu, T (Yu, Tao) .Modeling directional brightness temperature of the winter wheat canopy at the ear stage .IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 45 (11): 3721-3739 Part 2 NOV 2007

12.       Liu, QH (Liu, Qinhuo); Huang, HG (Huang, Huaguo); Qin, WH (Qin, Wenhan); Fu, KH (Fu, Kaihua); Li, XW (Li, Xiaowen) .An extended 3-D radiosity-graphics combined model for studying thermal-emission directionality of crop canopy .IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 45 (9): 2900-2918 SEP 2007

13.       Sun, GY (Sun, Genyun); Liu, QH (Liu, Qinhuo); Liu, Q (Liu, Qiang); Ji, CYY (Ji, Changyuan); Li, XM (Li, Xiamen) . A novel approach for edge detection based on the theory of universal gravity .PATTERN RECOGNITION, 40 (10): 2766-2775 OCT 2007

14.       Yang, GJ (Yang Gui-Jun); Liu, QH (Liu Qin-Huo); Huang, HG (Huang Hua-Guo); Liu, Q (Liu Qiang); Gu, XF (Gu Xing-Fa) .Methods for simulating infrared remote sensing images based on scene models .JOURNAL OF INFRARED AND MILLIMETER WAVES, 26 (1): 15-21 FEB 2007

杨贵军，柳钦火等，基于场景模型的红外遥感图像仿真模拟方法探讨.红外与毫米波学报，Feb.2007.Vol.26,No.1

15.       Xin, JF; Tian, GL; Liu, QH; Chen, LF .Combining vegetation index and remotely sensed temperature for estimation of soil moisture in China .INTERNATIONAL JOURNAL OF REMOTE SENSING, 27 (9-10): 2071-2075 MAY 2006

16.       Li, J; Liu, QH; Liu, Q; Chen, LF; Bo, JH; Li, SK .Cotton pixel identification with CBERS-02 CCD data based on spectral knowledge .SCIENCE IN CHINA SERIES E-ENGINEERING & MATERIALS SCIENCE, 48: 129-144 Suppl. 1 DEC 2005

17.       Chen, SS; Chen, LF; Liu, QH; Li, X; Tan, QY .Remote sensing and GIS-based integrated analvsis of coastal changes and their environmental impacts in Lingding Bay, Pearl River Estuary, South China .OCEAN & COASTAL MANAGEMENT, 48 (1): 65-83 2005

OCEAN & COASTAL MANAGEMENT. ISSN, 0964-5691. 出版国, ENGLAND. 所属大类, 地学. 所属小类, 海洋学. 全文链接, Elsevier (Vol. 26, Iss. 1 (1995)) ...

18.       Chen, LF; Gao, YH; Cheng, Y; Wei, Z; Xiao, Q; Liu, XH; Yu, T; Liu, QJ; Gu, XF; Tian, GL .Biomass estimation and uncertainty analysis based on CBERS-02 CCD camera data and field measurement，SCIENCE IN CHINA SERIES E, 48: 116-128 Suppl. 1 DEC 2005

陈良富、高彦华、程宇等. 基于CBERS-02卫星数据和地面测量数据的生物量估算及其影响因素分析. 中国科学E辑信息科学.2005.35(增刊I)

19.       Xin, XZ; Liu, XH; Tang, Y; Tian, GL; Gu, XF; Li, XW; Zheng, HS; Chen, JY .Estimating surface evapotranspiration using combined MODIS and CBERS-02 data .SCIENCE IN CHINA SERIES E-ENGINEERING & MATERIALS SCIENCE, 48: 145-160 Suppl. 1 DEC 2005

20.       Deng, RR; Liu, QH; Ke, RP; Cheng, L; Liu, XP .Model for water pollution remote sensing based on double scattering and its application in the Zhujiang River outfall .ACTA OCEANOLOGICA SINICA, 23 (1): 119-127 2004

21.       Chen, LF; Li, ZL; Liu, QH; Chen, S; Tang, Y; Zhong, B .Definition of component effective emissivity for heterogeneous and non-isothermal surfaces and its approximate calculation .INTERNATIONAL JOURNAL OF REMOTE SENSING, 25 (1): 231-244 JAN 2004

22.       Xiao, Q; Liu, QH; Li, XW; Chen, LF; Liu, Q; Xin, XZ .A field measurement method of spectral emissivity and research on the feature of soil thermal infrared emissivity .JOURNAL OF INFRARED AND MILLIMETER WAVES, 22 (5): 373-378 OCT 2003

肖青，柳钦火，李小文，陈良富，刘强，辛晓洲。热红外发射率光谱的野外测量方法与土壤热红外发射率特性研究。红外与毫米波学报，2003，vol.22,no.5：373～378

23.       Chen Liangfu, Liu Qinhuo, Fan Wenjie et al.A bi-directional gap model for simulating the directional thermal radiance of row crops, SCIENCE IN CHINA (Series D),Dec.2002, 45:(12): 1086-1098

陈良富, 柳钦火, 范文捷等，行播作物热辐射方向性孔隙率模型, 2002, 中国科学（D辑），第32卷第4期，290-298

24.       Liu Qiang, Liu Qinhuo, Xiao Qing,Tian Guoliang, Study on geometric correction of airbome multi-angular imagery, SCIENCE IN CHINA (Series D),Dec.2002, 45:(12): 1075-1086

刘强，柳钦火, 肖青，田国良，机载多角度遥感图像的几何校正方法研究, 2002, 中国科学（D辑）,第32卷第4期，299-306.

25.       C. Y. Ji, Q. H. Liu, D. F. Sun, S. Wang, P. Lin, X. W. Li, Monitoring Urban Expansion with Remote Sensing in china, lnt. J. Remote Sensing, VOL. 22, NO. 8, p1441-1455, 2001

26.       Q. H. Liu，X. F. Gu，X. W. Li, et. al., Study on Thermal Infrared Emission Directionality over crop canopies with TIR camera imagery, SCIENCE IN CHINA(Series E), Vol. 43, Supp.：95-103, Dec. 2000

柳钦火，顾行法，李小文等，地表热红外辐射方向特性的航空飞行试验研究, 2000, 中国科学（E辑），第30卷，增刊，99-105

27.       Niu Zheng, Liu Qinhuo,, Gao Yanchun et al., The gap probability model for canopy thermal infrared emission with non-scattering approximation, SCIENCE IN CHINA(Series E), Vol. 43, Supp.：83-94, Dec. 2000

牛铮，柳钦火，高彦春等零散射近似的冠层热红外辐射间隙率模型, 2000, 中国科学（E辑），第30卷，增刊，89-98

28.       Chen Liangfu, Zhuang Jiali, Liu Qinhuo et al., Study on the law of radiant directionality of row crops, SCIENCE IN CHINA(Series E), Vol. 43, Supp.：70-82, Dec. 2000

陈良富，庄家礼, 柳钦火等，行播作物热红外辐射方向性模型, 2000, 中国科学（E辑），第30卷，增刊，7-88

29.       Xu Xiru，Liu Q. H，Chen Jiayi， Synchronous retrieval of land surface temperature and emissivity, 1998.12, Science in china (Series D) Vol. 41 No. 6，,

EI会议论文45篇

30.       Yang, Gui-Jun (State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing Applications, Chinese Academy of Sciences); Liu, Qin-Huo; Huang, Hua-Guo; Liu, Qiang; Gu, Xing-Fa .Methods for simulating infrared remote sensing images based on scene models.Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves, v 26, n 1, January, 2007, p 15-21

31.       Yang, Guijun; Liu, Qinhuo; Liu, Qiang; Gu, Xingfa .Fusion of visible and thermal infrared remote sensing data based on GA-SOFM neural network .Geomatics and Information Science of Wuhan University, v 32, n 9, Sep 5, 2007, p 787-790

32.       Wen, Jian-Guang; Xiao, Qing; Yang, Yi-Peng; Liu, Qin-Huo; Li, Xiao-Wen .Spectral mixing model and its stability of chlorophyll-a concentration extraction based on hyperspectral data.Shuikexue Jinzhan/Advances in Water Science, v 18, n 2, March, 2007, p 270-276

33.       Huang, Huaguo (State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing Applications, Chinese Academy of Sciences); Xin, Xiaozhou; Liu, Qinhuo; Liu, Qiang; Chen, Liangfu; Li, Xiaowen. Modeling soil component temperature distribution by extended CUPID model.Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, v 23, n 1, January, 2007, p 139-145

34.       Xin, Jingfeng; Tian, Guoliang; Liu, Qinhuo; Chen, Liangfu. Combining vegetation index and remotely sensed temperature for estimation of soil moisture in China.International Journal of Remote Sensing, v 27, n 10, May, 2006, p 2071-2075

35.       Guanhua, Zhou; Yongchao, Zhao; Qinhuo, Liu; Guoliang, Tian; Xiurui, Geng; Ran, Liu; Zhigang, Liu .Ground-based hyperspectral measurements of the skylight polarized properties.International Geoscience and Remote Sensing Symposium (IGARSS), 2006 IEEE International Geoscience and Remote Sensing Symposium, IGARSS, 2006, p 593-595

36.       Huang, Huaguo; Liu, Qinhuo; Liu, Qiang; Li, Xiaowen; Qin, Wenhan. An extended radiosity-graphics model for directional brightness temperature research. International Geoscience and Remote Sensing Symposium (IGARSS), 2006 IEEE International Geoscience and Remote Sensing Symposium, IGARSS, 2006, p 3778-3781

37.       Yao, Yanjuan; Liu, Qinhuo; Liu, Qiang; Li, Xiaowen .The LAI inversion uncertainties in heterogeneous surface. International Geoscience and Remote Sensing Symposium (IGARSS), 2006 IEEE International Geoscience and Remote Sensing Symposium, IGARSS, 2006, p 2689-2692

38.       Liu, San-Chao; Liu, Qinhuo; Gao, Maofang; Chen, Liangfu. Detection of dust storms by using daytime and nighttime multi-spectral MODIS images. International Geoscience and Remote Sensing Symposium (IGARSS), 2006 IEEE International Geoscience and Remote Sensing Symposium, IGARSS, 2006, p 294-296

39.       Liu, Sanchao Liu, Qinhuo; Gao, Maofang .On Asian dust storm in China by combining daytime and nighttime Terra and Aqua MODIS data.Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, v 31, n 12, December, 2006, p 1051-1054

40.       Xin, Xiaozhou; Liu, Qinhuo; Tang, Yong; Tian, Guoliang; Gu, Xingfa; Li, Xiaowen; Zheng, Hongsheng; Chen, Jiayi. Estimating surface evapotranspiration using combined MODIS and CBERS-02 data. Science in China, Series E: Technological Sciences, v 48, n SUPPL.1, December, 2005, p 145-160

41.       Li, Jing; Liu, Qinhuo; Liu, Qiang; Chen, Liangfu; Bo, Junhua; Li, Shaokun. Cotton pixel identification with CBERS-02 CCD data based on spectral knowledge，Source: Science in China, Series E: Technological Sciences, v 48, n SUPPL.1, December, 2005, p 129-144

42.       Chen, Shui-Sen; Chen, Liang-Fu; Liu, Qin-Huo; Li, Xia; Tan, Qiyu. Remote sensing and GIS-based integrated analysis of coastal changes and their environmental impacts in Lingding Bay, Pearl River Estuary, South China. Ocean and Coastal Management, v 48, n 1, 2005, p 65-83

43.       Chen, Shui-Sen ; Fang, Li-Gang; Liu, Qin-Huo; Chen, Liang-Fu; Tong, Qing-Xi The design and development of spectral library of featured crops of South China. International Geoscience and Remote Sensing Symposium (IGARSS), v 2, 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, 2005, p 817-820

44.       Xiao, Qing; Wen, Jianguang; Liu, Qinhuo; Zhou, Yi .The monitoring of water quality using remote sensing at Taihu Lake. International Geoscience and Remote Sensing Symposium (IGARSS), v 3, 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, 2005, p 1605-1607

45.       Yao, Yanjuan; Du, Yongming; Liu, Qinhuo; Chen, Liangfu; Gao, Yanhua; Liu, Qiang; Huang, Shuya Inversion and validation of leaf area index based on the spectral and Knowledge database using MODIS data. International Geoscience and Remote Sensing Symposium (IGARSS), v 4, 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, 2005, p 3013-3015

46.       Chen, Liang-Fu (State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing Applications, Chinese Academy of Sciences); Gao, Yanhua; Liu, Qinhuo; Yu, Tao; Gu, Xingfu; Yang, Lei; Tang, Yong; Zhang, Yong. The MODIS-based NPP model and its validation. International Geoscience and Remote Sensing Symposium (IGARSS), v 4, 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, 2005, p 3028-3031

47.       Chen, Shui-Sen; Liu, Qin-Huo; Tong, Qing-Xi; Chen, Liang-Fu; Tang, Xiaoling .Spectral statistic characteristic and spectral library based pure maize pixel recognition - A case study in Luancheng, North China Plain.International Geoscience and Remote Sensing Symposium (IGARSS), v 6, 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, 2005, p 3807-3810

48.       Wen, Jianguang (Beijing Research Institute of Uranium Geology); Xiao, Qing; Liu, Qinhuo; Zhou, Yi Extraction of chlorophyll-a concentration based on spectral unmixing model using field hyperspectral data in Taihu Lake. International Geoscience and Remote Sensing Symposium (IGARSS), v 8, 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, 2005, p 5703-5705

49.       Huang, Shuya (Institute of Remote Sensing Applications, Chinese Academy of Science); Liu, Qinhuo; Li, Xiaowen; Liu, Qinhuo. Spectral analysis of soil salinity using the Grey System Theory.International Geoscience and Remote Sensing Symposium (IGARSS), v 6, 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, 2005, p 4455-4457

50.       Huang, Shuya; Liu, Qinhuo; Li, Xiaowen; Liu, Qinhuo Spectral model of soil salinity in Xinjiang of China. International Geoscience and Remote Sensing Symposium (IGARSS), v 6, 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, 2005, p 4458-4460

51.       Deng, Rum; Tian, Guoliang; Liu, Qinhuo; Xing, Xiaozhou Research on remote sensing model for soil water content on rough surface. International Geoscience and Remote Sensing Symposium (IGARSS), v 6, 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, 2005, p 4440-4442

52.       Chen, L.F.; Li, Z.-L.; Liu, Q.H.; Chen, S.; Tang, Y.; Zhong, B..Definition of component effective emissivity for heterogeneous and non-isothermal surfaces and its approximate calculation. International Journal of Remote Sensing, v 25, n 1, Jan 10, 2004, p 231-244

53.       Zhong, Bo; Liu, Qinhuo; Liu, Qiang; Chen, Liangfu; Yan, Chunyan. Inversion of aerosol optical depth in agriculture region based on the support of spectrum database.: International Geoscience and Remote Sensing Symposium (IGARSS), v 7, 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings: Science for Society: Exploring and Managing a Changing Planet. IGARSS 2004, 2004, p 4375-4378

54.       Li, Jing; Liu, Qinhuo; Liu, Qiang. A Spectral-Lib based algorithm to pick up pure crop pixels from hyperspectral image.International Geoscience and Remote Sensing Symposium (IGARSS), v 2, 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings: Science for Society: Exploring and Managing a Changing Planet. IGARSS 2004, 2004, p 1273-1275

55.       Du, Yongming; Chen, Liang-Fu; Yang, L.; Liu, Q.H. Inversion and spatial scale effects analysis of leaf area index.: International Geoscience and Remote Sensing Symposium (IGARSS), v 7, 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings: Science for Society: Exploring and Managing a Changing Planet. IGARSS 2004, 2004, p 4474-4476

56.       Xin, Xiaozhou (State Key Lab. Remote Sensing Sci., Inst. of Remote Sensing Applications, CAS); Liu, Qinhuo; Tian, Guoliang; Li, Jing .Two-source micro-advection turbulent heat fluxes model for partially vegetated surfaces.International Geoscience and Remote Sensing Symposium (IGARSS), v 6, 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings: Science for Society: Exploring and Managing a Changing Planet. IGARSS 2004, 2004, p 4123-4126

57.       Chen, Shui-Sen; Liu, Qin-Huo; Chen, Liang-Fu; Zhong, Bo; Sun, Lin. The preprocessing of TM images towards the destination of endmember retrieving, International Geoscience and Remote Sensing Symposium (IGARSS), v 7, 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings: Science for Society: Exploring and Managing a Changing Planet. IGARSS 2004, 2004, p 4758-4761

58.       Xiao, Qing; Wen, Jianguang; Liu, Qinhuo; Ye, Qinghua; Li, Jing The evaluation of water eutrophication using spectrum reflectance at Taihu Lake. International Geoscience and Remote Sensing Symposium (IGARSS), v 1, 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings: Science for Society: Exploring and Managing a Changing Planet. IGARSS 2004, 2004, p 586-589

59.       Tang, Yong; Liu, Qinghuo; Chen, Liang-Fu; Liu, Qiang; Du, Yongming. Normalization of Sun/View angle effects in vegetation index using BRDF of typical crops. International Geoscience and Remote Sensing Symposium (IGARSS), v 6, 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings: Science for Society: Exploring and Managing a Changing Planet. IGARSS 2004, 2004, p 4063-4065

60.       Du, Yongming; Liu, Qiang; Liu, Qing-Huo; Chen, Liang-Fu .Estimate LAI of crops using airborne multi-angular data.International Geoscience and Remote Sensing Symposium (IGARSS), v 7, 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings: Science for Society: Exploring and Managing a Changing Planet. IGARSS 2004, 2004, p 4477-4479

61.       Xiao, Qing (LARSIS, Inst. of Remote Sensing Applications, Chinese Acad. of Sci.); Liu, Qin-Huo; Li, Xiao-Wen; Chen, Liang-Fu; Liu, Qiang; Xin, Xiao-Zhou. Field measurement method of spectral emissivity and research on the feature of soil thermal infrared emissivity. Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves, v 22, n 5, October, 2003, p 373-378

62.       Chen, Liang-Fu; Zhang, Qiang; Liu, Qiang; Xin, Xiao-Zhou; Chen, Shui-Sen; Liu, Qin-Huo; Li, Zhao-Liang .The spatial scaling effects study of NPP using airborne and field data based on BEPS.International Geoscience and Remote Sensing Symposium (IGARSS), v 5, 2003, p 3407-3409

63.       Xin, Xiaozhou; Chen, Liangfu; Liu, Qinhuo; Tian, Guoliang; Liu, Qiang; Xin, Jingfeng. About the optimum view zenith angle for estimating sensible heat flux from surface temperature.International Geoscience and Remote Sensing Symposium (IGARSS), v 5, 2003, p 3219-3221

64.       Liu, Qiang; Liu, Qinhuo; Menenti, Massimo .Polynomial Expression for Analysis of Hyperspectral Remote Sensing Data. International Geoscience and Remote Sensing Symposium (IGARSS), v 6, 2003, p 3763-3765

65.       Xin, Jingfeng (LARSIS, Inst. of Remote Sensing Applications, Chinese Academy of Sciences); Tian, Guoliang; Liu, Qinhuo; Chen, Liangfu; Xin, Xiaozhou. Drought Monitoring from the Remotely Sensed Temperature and Vegetation Index in China.International Geoscience and Remote Sensing Symposium (IGARSS), v 1, 2003, p 389-391

66.       Liu, Qiang; Liu, Qinhuo; Menenti, Massimo. Spatial Resolution Limits in Extraction of BRDF Feature from Remote Sensing Image Data. International Geoscience and Remote Sensing Symposium (IGARSS), v 2, 2003, p 726-728

67.       Chen, Shui-Sen (Lab. of Remote Sensing Info. Sci., Chinese Academy of Sciences); Liu, Qin-Huo; Chen, Liang-Fu; Xia, Li; Xin, Jingfeng. Monitoring of Coastal Changes and Environmental Impacts for the Last Two Decades using Remote Sensing - A Case Study in Lingding Bay, China. International Geoscience and Remote Sensing Symposium (IGARSS), v 4, 2003, p 2365-2367

68.       Qinhuo Liu, XiaoWen Li, et al. Field Campaign for Quantitative Remote Sensing in Beijing IGARSS，2002, IEEE

69.       Liangfu Chen, Qinhuo Liu, et al., The Couple-inversion of Atmospheric profile and surface temperature and emissivity from MODIS data, IGARSS，2002, IEEE

70.       Liangfu Chen, Qinhuo Liu, Zhaoliang Li, Xiru Xu, The New Definition of Effective Emissivity of Non-isohermal Rough Surface and Its Approximate Expression for Continuous Canopy Vegetation, IGARSS，2002, IEEE

71.       Ruru Deng, Qinhuo Liu, Guoliang Tian, An Applied Vegetation Canopy Model and Its Application in Inversion of Vegetation Coverage and Water Content, IGARSS，2002, IEEE

72.       Xiaozhou Xin, Qinhuo Liu, Qiang Liu, Simulation of land surface fluxes using an improved dual-source model over row crops, IGARSS，2002, IEEE

73.       Liu Qinhuo, Q. Liu,  X. Z. Xin,  R. R. Deng,  G. L. Tian,  L. F. Chen, J. D. Wang,  X. W. Li, Experimental Study on Directionality in Thermal Infrared Observations of Corn Canopy, IGARSS , Sydney, Australia, July 2001

74.       Qiang LIU, Qinhuo LIU, Qing XIAO, Xiaowen LI, G. L. TIAN, Registration and BRDF Extraction of Airborne Multi-angular Images in Different Resolutions, IGARSS , Sydney, Australia, July 2001

其他核心刊物论文 70篇

75.       方莉，刘强，柳钦火，葛亮. HJ-1B卫星红外扫描图像的几何定位和精校正方法研究. 高技术通讯. 2009年3月,vol 19, no.3:45-49

76.       陈果;柳钦火;刘强;杜永明.MODIS和降尺度TM数据反演叶面积指数相互验证中几何处理方法的研究. 北京师范大学学报. 自然科学版 ISSN:0476-0301,2007,43(3):356-361

77.       程洁;柳钦火;李小文.星载高光谱红外传感器反演大气痕量气体综述. 遥感信息 ISSN:1000-3177,2007(2):90-97

78.       陈良富;高彦华;李丽;柳钦火;顾行发.基于MODIS晴空数据的森林日净第一性生产力估算. 中国科学. D辑, 地球科学 ISSN:1006-9267,2007,37(11): 1515-1521

79.       侯英雨;柳钦火;延昊;田国良.我国陆地植被净初级生产力变化规律及其对气候的响应. 应用生态学报 ISSN:1001-9332,2007,18(7):1546-1553

80.       侯英雨;何延波;柳钦火;田国良.干旱监测指数研究. 生态学杂志 ISSN:1000-4890,2007,26(6):892-897

81.       刘思含;刘强;柳钦火;李小文.多角度多波段的核函数及其在BRDF研究中的应用. 北京师范大学学报. 自然科学版 ISSN:0476-0301,2007,43(3):309-313

82.       刘三超;张万昌;高懋芳;柳钦火.分布式水文模型结合遥感研究地表蒸散发. 地理科学 ISSN:1000-0690,2007,27(3):354-358

83.       刘三超;柳钦火;高懋芳;刘强.波谱响应函数和波宽对地表温度反演的影响. 遥感信息 ISSN:1000-3177,2007(5): 3-6

84.       黄华国，柳钦火，刘强，杜永明，李小文.热辐射方向性测量中的时间效应模拟.系统仿真学报.2007.8，Vol.19(15):3586-3590.

85.       黄华国，辛晓洲，柳钦火，刘强，陈良富，李小文.扩展CUPID模型模拟土壤组分温度分布.农业工程学报.2007.23(1).139-145

86.       黄华国;辛晓洲;柳钦火;陈良富;李小文.用CUPID模型模拟小麦组分温度分布:敏感性分析与验证. 遥感学报 ISSN:1007-4619,2007,11(1):94-102

87.       黄华国;柳钦火;刘强;肖青;陈良富.利用多角度热图像提取冠层组分温度和方向亮温. 北京师范大学学报. 自然科学版 ISSN:0476-0301,2007,43(3):292-297

88.       闻建光;肖青;柳钦火;周艺.基于混合光谱理论的太湖水体叶绿素a浓度提取. 地理科学 ISSN:1000-0690,2007,27(1):92-97

89.       闻建光;肖青;杨一鹏;柳钦火;李小文.基于高光谱数据提取水体叶绿素a浓度的混合光谱模型. 水科学进展 ISSN:1001-6791,2007,18(2):270-276

90.       闻建光;柳钦火;肖青.基于模拟数据分析地形校正模型效果及检验. 北京师范大学学报. 自然科学版 ISSN:0476-0301,2007,43(3):255-263

91.       苏高利;柳钦火;邓芳萍;辛晓洲.基于LS-SVM方法的晴空逐时太阳辐射模型. 北京师范大学学报. 自然科学版 ISSN:0476-0301,2007,43(3):274-278

92.       孙根云;柳钦火;刘强;李小文.图像的模糊边缘检测算法. 光电工程 ISSN:1003-501X,2007,34(7):141-144

93.       孙林 仲波 柳钦火 刘强 陈良富 刘三超 李小文，稀疏植被地区气溶胶光学厚度反演研究.高技术通讯，2007.5.Vol 17(5): 512-517

94.       辛晓洲;柳钦火;田国良;李小文.利用土壤水分特征点组分温差假设模拟地表蒸散. 北京师范大学学报. 自然科学版 ISSN:0476-0301,2007,43(3):221-227

95.       杨贵军;柳钦火;刘强;顾行发.地表参量反演与遗传自组织神经元网络联合估算子像元地表温度. 北京大学学报. 自然科学版 ISSN:0479-8023,2007,43(4):484-492

96.       姚延娟;刘强;柳钦火;李小文.异质性地表的叶面积指数反演的不确定性分析. 遥感学报 ISSN:1007-4619,2007,11(6): 763-770

97.       张连蓬;柳钦火;刘国林;江涛.多方向投影寻踪与高光谱遥感图像特征提取. 煤炭学报 ISSN:0253-9993,2007,32(2):155-158

98.       程宇;陈良富;柳钦火;张颢;顾行发.基于MODIS数据对不同植被覆盖下土壤水分监测的可行性研究. 遥感学报 ISSN:1007-4619,2006,10(5):783-788

99.       高彦华;陈良富;柳钦火;顾行发;田国良.叶绿素吸收的光合有效辐射比率的遥感估算模型研究.遥感学报 ISSN:1007-4619,2006,10(5):798-803.

100.    李静;刘强;柳钦火;肖青.基于多项式表达模型的多角度覆盖率反演研究. 遥感学报 ISSN:1007-4619,2006,10(5):812-819

101.    刘三超;柳钦火;高懋芳.利用Terra和Aqua双星MODIS数据协同研究沙尘暴. 武汉大学学报. 信息科学版 ISSN:1671-8860,2006,31(12):1051-1054

102.    孙林;柳钦火;陈良富;刘强.环境与减灾小卫星高光谱成像仪陆地气溶胶光学厚度反演. 遥感学报 ISSN:1007-4619,2006,10(5):770-776

103.    孙林;柳钦火;刘强;陈良富.高反射率地区气溶胶光学厚度遥感反演：现状及展望. 地理科学进展 ISSN:1007-6301,2006,25(3):70-78

104.    闻建光;肖青;杨一鹏;柳钦火;周艺.基于Hyperion数据的太湖水体叶绿素a浓度遥感估算. 湖泊科学 ISSN:1003-5427,2006,18(4):327-336

105.    肖青;闻建光;柳钦火;周艺.混合光谱分解模型提取水体叶绿素含量的研究. 遥感学报 ISSN:1007-4619,2006,10(4):559-567

106.    闫岩;柳钦火;刘强;李静;陈良富.基于遥感数据与作物生长模型同化的冬小麦长势监测与估产方法研究. 遥感学报 ISSN:1007-4619,2006,10(5):804-811

107.    杨贵军;柳钦火.高分辨率星载遥感立体像对3D测量模型. 地理与地理信息科学 ISSN:1672-0504,2006,22(6):17-20

108.    姚延娟;陈良富;柳钦火;刘强;杜永明;李小文.基于波谱知识库的MODIS叶面积指数反演及验证. 遥感学报 ISSN:1007-4619,2006,10(6):869-878

109.    赵祖军;柳钦火;刘强.确定航片同名核线的新方法. 中国科学院研究生院学报 ISSN:1002-1175,2006,23(5):628-632

110.    赵祖军;柳钦火;刘强;唐桂文.利用IMU/GPS信息作为约束进行相对定向. 遥感信息 ISSN:1000-3177,2006(6):31-35

111.    周冠华;温珍河;姜效典;赵永超;柳钦火;田国良.南海海底地形可视化分析及其地质意义. 海洋地质与第四纪地质 ISSN:0256-1492,2006,26(2):139-145

112.    陈水森;柳钦火;陈良富;李静;刘强.粮食作物播种面积遥感监测研究进展. 农业工程学报 ISSN:1002-6819,2005,21(6):166-171

113.    柳钦火，符锴华，高晴，陈家宜，黄海洋，陈良富，基于时间序列分析的地表温度变化过程探讨. 2005. 10， 科学技术与工程， Vol.5  No.19:1303-1306.

114.    肖青;柳钦火;李小文;陈良富;刘强.高分辨率机载遥感数据的交叉辐射影响及其校正. 遥感学报 ISSN:1007-4619,2005,9(6):625-633

115.    杨贵军;柳钦火;武文波.三维激光扫描曲面重构算法研究. 仪器仪表学报 ISSN:0254-3087,2005,26(11):1181-1183,1194

116.    张勇;陈良富;柳钦火;李小文.日照时间的地形影响与空间尺度效应. 遥感学报 ISSN:1007-4619,2005,9(5):521-530

117.    仲波;柳钦火;李静;符锴华;陈良富;刘强.新疆伽师地震热红外异常分析. 遥感技术与应用 ISSN:1004-0323,2005,20(5):489-495

118.    邓孺孺;田国良;柳钦火;辛晓洲.粗糙地表土壤含水量遥感模型研究. 遥感学报 ISSN:1007-4619,2004,8(1):75-80

119.    邓孺孺;田国良;柳钦火.基于多次散射的植被-土壤二向反射模型. 遥感学报 ISSN:1007-4619,2004,8(3):193-200

120.    高晴;柳钦火;黄海洋.地表温度过程的时间序列分析. 电子科技大学学报 ISSN:1001-0548,2004,33(3):282-284

121.    高晴, 柳钦火, 黄海洋，地表温度的时间尺度效应分析.电子科技大学学报，2004，33(增刊)

122.    冯强;田国良;王昂生;柳钦火;Tim R McVicar;David L B Jupp.基于植被状态指数的全国干旱遥感监测试验研究（I）. 干旱区地理 ISSN:1000-6060,2004,27(2):131-136

123.    冯强;田国良;王昂生;柳钦火;Tim R McVicar;David L B Jupp.基于植被状态指数的全国干旱遥感监测试验研究(Ⅱ)--干旱遥感监测模型与结果分析部分. 干旱区地理 ISSN:1000-6060,2004,27(4):477-484

124.    张元生;柳钦火;郭晓.卫星红外遥感在地震预报中的应用及研究进展. 西北地震学报 ISSN:1000-0844,2004,26(4):357-361

125.    冯强;田国良;柳钦火.全国干旱遥感监测运行系统的研制. 遥感学报 ISSN:1007-4619,2003,7(1):14-18

126.    刘强，陈良富，柳钦火，肖青。作物冠层的热红外辐射传输模型。遥感学报，2003，vol,7,no.3：161~167

127.    肖青;柳钦火;陈良富;刘强;辛晓洲.热红外发射率光谱的野外测量方法与土壤热红外发射率特性研究. 红外与毫米波学报 ISSN:1001-9014,2003,22(5):373-378

128.    辛晓洲;田国良;柳钦火.地表蒸散定量遥感的研究进展. 遥感学报 ISSN:1007-4619,2003,7(3):233-240

129.    Field Campaign for Quantitative Remote Sensing In Beijing, 2002, Journal of Remote Sensing, Vol. 6, Special Issue, QinHuoLiu, XiaowenLi, Liang-Fu Chen

130.    Pyramidal Matching Method for Registration of Remote Sensing Imagery, 2002, Journal of Remote Sensing, Vol. 6, Special Issue, LIU Qiang, LIU Qinhuo, XIAO Qing, TIAN Guoliang

131.    Advances on inversion of atmospheric profiles and land surface temperature/ emissivity from satellite measurements in infrared region, 2002, Journal of Remote Sensing, Vol. 6, Special Issue, CHEN Liang-fu, LIU Qin-huo, LI Zhao-liang

132.    Study on Algorithm of Retrieving Spectral Emissivity from Field Measurement TIR Data, 2002, Journal of Remote Sensing, Vol. 6, Special Issue, Xiao Qing，Liu Qinhuo，Li Xiaowen, Chen Liangfu.

133.    Drought Monitoring of Crop Using Remote Sensing and GIS, 2002, Journal of Remote Sensing, Vol. 6, Special Issue, G.L.Tian, Q. Feng, B.F.Wu, Q.H. Liu

134.    陈良富，范文捷, 柳钦火，地表热辐射方向性研究进展, 2001, 地理科学进展，第20卷   第3期，262-267

135.    陈良富, 柳钦火，连续植被的热辐射方向性, 2001, 遥感学报, 第5卷 第6期：407-415

136.    陈良富，庄家礼, 徐希孺，柳钦火，用Monte Carlo方法模拟连续植被热红外辐射方向性, 2000 , 遥感学报, 第4卷, 第4期

137.    陈良富，庄家礼, 徐希孺，柳钦火,利用双信道双温度在室内测量方向比辐射率, 2000, 遥感学报，第4卷 增刊

138.    柳钦火，顾行法, 田国良等，机载多角热红外图像的相关分析与自动几何配准, 2000, 遥感学报，第4 卷 增刊

139.    田国良，徐兴奎,柳钦火，用于地表能量交换的动态地表特征模式, 2000, 遥感学报，第4卷 增刊

140.    吕琪琦，丁鉴海, 崔承禹，柳钦火, 张北6.2级地震前的卫星热红外异常, 地震, 1998, 18（3）：240

141.    柳钦火，徐希孺，陈家宜， 遥测地表温度与比辐射率的迭代反演方法----理论推导与数值模拟, 1998.2, 遥感学报，Vol. 2, No. 1, p1-9,

142.    徐希孺，柳钦火，陈家宜，遥感陆面温度, 1998.5, 北京大学学报， No.2,

143.    徐希孺，柳钦火，李兵，NOAA/AVHRR在植被动态监测中的非朗伯体问题, 1997.5, 遥感学报，Vol.1，增刊,

专著三部

1.          王锦地、张立新、柳钦火、张兵、尹球等，中国典型地物波谱知识库，2009，科学出版社

2.          田国良等编著，红外遥感，电子工业出版社，2006.

3.          李小文、汪骏发、王锦地、柳钦火，多角度与热红外对地遥感, 2001, 科学出版社.

定量遥感