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Received：24 February 2018，
Accepted：22 March 2018，
Published：2019-01
移动端阅览
李小文长期致力于遥感基础研究，是植被几何光学遥感建模的先驱。他创建了Li－Strahler几何光学模型，论文入选“国际光学工程学会(SPIE)”里程碑系列文集。以李小文为首席科学家，带领国内外科学团队，在植被二向性反射建模、热红外遥感辐射方向性建模、遥感信息尺度效应、定量遥感综合实验与真实性检验方面做出了卓越成就。本文总结了李小文的主要学术思想，对定量遥感相关研究进展进行了总结和回顾，对遥感科学及相关领域具有重要的借鉴和参考意义。
Academician Li Xiaowen devoted his time in fundamental research in remote sensing. He was the pioneer in the field of geometric–optical modeling of vegetation canopy and had a great reputation in international remote sensing community. The Li–Strahler geometric–optic model was selected as the SPIE milestone series. Li Xiaowen
who was the chief scientist
led the scientific team to obtain outstanding achievements in bidirectional reflectance distribution modeling
directional thermal emission modeling
spatial- and temporal-scale effects of remote sensing information
quantitative remote sensing inversion
and comprehensive experiments. In this paper
Li Xiaowen’s biography was briefly introduced
and his academic contributions in quantitative remote sensing theory and methodology were summarized.
Albers B J, Strahler A H, Li X W, Liang S L and Clarke K C. 1990. Radiometric measurements of gap probability in conifer tree canopies. Remote Sensing of Environment, 34(3): 179–192
Chandrasekhar S. 1960. Radiative Transfer. New York: Dover Publications
Chen J M, Menges C H and Leblanc S G. 2005. Global mapping of foliage clumping index using multi-angular satellite data. Remote Sensing of Environment, 97(4): 447–457
Chen L F, Liu Q H, Fan W J, Li X W, Xiao Q, Yan G J and Tian G L. 2002. A bi-directional gap model for simulating the directional thermal radiance of row crops. Science in China Series D, 45(12): 1087–1098
Egbert D D. 1977. A practical method for correcting bidirectional reflectance variations//Annual Symposium on Machine Processing of Remotely Sensed Data. West Lafayette, America: Institute of Electrical and Electronics Engineers, Inc.: 178–189
高峰, Strahler A H, Xia Z G, 朱启疆, 李小文. 1998a. “核”驱动BRDF模型反演新途径. 科学通报, 43(12): 1315–1318
Gao F, Strahler A H, Xia Z G, Zhu Q J and Li X W. 1998a. New approach for remote sensing inversion using kernel-driven BRDF model. Chinese Science Bulletin, 43(12): 1315–1318 (
高峰, 李小文, 夏宗国, 朱启疆, Strahler A H. 1998b. 基于知识的分阶段不确定性多角度遥感反演. 中国科学D辑, 28(4): 346–350
Gao F, Li X W, Xia Z G, Zhu Q J and Strahler A H. 1998b. Multi-angle inversion with multistage based on acknowledge. Science in China(Series D), 28(4): 346–350 (
Jiao Z T, Schaaf C B, Dong Y D, Román M, Hill M J, Chen J M, Wang Z S, Zhang H, Saenz E, Poudyal R, Gatebe C, Bréon F M, Li X W and Strahler A. 2016. A method for improving hotspot directional signatures in BRDF models used for MODIS. Remote Sensing of Environment, 186: 135–151
Li C R, Song J L and Wang J D. 2015. Modifying geometric-optical bidirectional reflectance model for direct inversion of forest canopy leaf area index. Remote Sensing, 7(9): 11083–11104
Li X, Li X W, Li Z Y, Ma M G, Wang J, Xiao Q, Liu Q, Che T, Chen E X, Yan G J, Hu Z Y, Zhang L X, Chu R Z, Su P X, Liu Q H, Liu S M, Wang J D, Niu Z, Chen Y, Jin R, Wang W Z, Ran Y H, Xin X Z and Ren H Z. 2009. Watershed allied telemetry experimental research. Journal of Geophysical Research: Atmospheres, 114(D22): D22103
Li X, Cheng G D, Liu S M, Xiao Q, Ma M G, Jin R, Che T, Liu Q H, Wang W Z, Qi Y, Wen J G, Li H Y, Zhu G F, Guo J W, Ran Y H, Wang S G, Zhu Z L, Zhou J, Hu X L and Xu Z W. 2013. Heihe watershed allied telemetry experimental research (HiWATER): scientific objectives and experimental design. Bulletin of the American Meteorological Society, 94(8): 1145–1160
Li X W. 1981. An Invertible Coniferous Canopy Reflectance Model. Santa Barbara: University of California
李小文. 1989. 地物的二向性反射和方向谱特征. 环境遥感, 4(1): 67–72
Li X W. 1989. Bidirectional reflectance and angular signature of objects. Remote Sensing of Environment in China, 4(1): 67–72 (
李小文. 2005. 定量遥感的发展与创新. 河南大学学报(自然科学版), 35(4): 49–56
Li X W. 2005. Retrospect, prospect and innovation in quantitative remote sensing. Journal of Henan University (Natural Science), 35(4): 49–56 (
李小文, 高峰, 王锦地, 朱启疆. 1997. 遥感反演中参数的不确定性与敏感性矩阵. 遥感学报, 1(1): 5–14
Li X W, Gao F, Wang J D and Zhu Q J. 1997. Uncertainty and sensitivity matrix of parameters in inversion of physical BRDF model. Journal of Remote Sensing, 1(1): 5–14 (
Li X W and Strahler A H. 1985. Geometric-optical modeling of a conifer forest canopy. IEEE Transactions on Geoscience and Remote Sensing, GE-23(5): 705–721
Li X W and Strahler A H. 1986. Geometric-optical bidirectional reflectance modeling of a conifer forest canopy. IEEE Transactions on Geoscience and Remote Sensing, GE-24(6): 906–919
Li X W and Strahler A H. 1988. Modeling the gap probability of a discontinuous vegetation canopy. IEEE Transactions on Geoscience and Remote Sensing, 26(2): 161–170
Li X W and Strahler A H. 1992. Geometric-optical bidirectional reflectance modeling of the discrete crown vegetation canopy: effect of crown shape and mutual shadowing. IEEE Transactions on Geoscience and Remote Sensing, 30(2): 276–292
Li X W, Gao F, Wang J D and Strahler A H. 2001. A priori knowledge accumulation and its application to linear BRDF model inversion. Journal of Geophysical Research: Atmospheres, 106(D11): 11925–11935
Li X W, Strahler A H and Friedl M A. 1999a. A conceptual model for effective directional emissivity from nonisothermal surfaces. IEEE Transactions on Geoscience and Remote Sensing, 37(5): 2508–2517
Li X W, Strahler A H and Woodcock C E. 1995. A hybrid geometric optical-radiative transfer approach for modeling albedo and directional reflectance of discontinuous canopies. IEEE Transactions on Geoscience and Remote Sensing, 33(2): 466–480
李小文, Strahler A H, 朱启疆, 刘毅, 刘广成, 张仁华, 虞献平, 李继泉. 1991. 地物二向性反射几何光学模型和观测的进展. 国土资源遥感(1): 9–19
Li X W, Strahler A H, Zhu Q J, Liu Y, Liu G C, Zhang R H, Yu X P and Li J Q. 1991. Geometric-optical bidirectional reflectance modelling of ground objects and its progress in measurement. Remote Sensing for Land and Resources(1): 9–19 (
Li X W and Wan Z M. 1998. Comments on reciprocity in the directional reflectance modeling. Progress in Natural Science, 8(3): 357–358
李小文, 王锦地. 1995. 植被光学遥感模型与植被结构参数化. 北京: 科学出版社
Li X W and Wang J D. 1995. Vegetation Optical Remote Sensing Model and Parameterization of Vegetation Structure. Beijing: Science Press
李小文, 王锦地. 1996. 多角度遥感及其应用, 遥感在中国. 北京: 测绘出版社: 325–328
Li X W and Wang J D. 1996. Multiangular Remote Sensing and Applications, Remote Sensing in China. Beijing: Survey and Mapping Press: 325–328
李小文, 王锦地. 1999. 地表非同温象元发射率的定义问题. 科学通报, 44(15): 1612–1617
Li X W and Wang J D. 1999. The definition of effective emissivity of land surface at the scale of remote sensing pixels. Chinese Science Bulletin, 44(15): 1612–1617 (
李小文, 王锦地, 胡宝新, Strahler A H. 1998. 先验知识在遥感反演中的作用. 中国科学(D辑), 28(1): 67–72
Li X W, Wang J D, Hu B X and Strahler A H. 1998. The application of prion knowledge in remote sensing retrieval. Science in China (Series D), 28(1): 67–72 (
Li X W, Wang J D and Strahler A H. 1999b. Scale effect of Planck’s law over nonisothermal blackbody surface. Science in China Series E: Technological Sciences, 42(6): 652–656
Li X W, Wang J D and Strahler A H. 2000. Scale effects and scaling-up by geometric-optical model. Science in China Series E: Technological Sciences, 43(S1): 17–22
李小文, 汪骏发, 王锦地, 柳钦火. 2001. 多角度与热红外对地遥感. 北京: 科学出版社
Li X W, Wang J F, Wang J D and Liu Q H. 2001. Multi-Angle and Thermal Infrared Remote Sensing of the Earth. Beijing: Science Press
李小文, 王祎婷. 2013. 定量遥感尺度效应刍议. 地理学报, 68(9): 1163–1169
Li X W and Wang Y T. 2013. Prospects on future developments of quantitative remote sensing. Acta Geographica Sinica, 68(9): 1163–1169 (
柳钦火, 曹彪, 曾也鲁, 李静, 杜永明, 闻建光, 范渭亮, 赵静, 杨乐. 2016. 植被遥感辐射传输建模中的异质性研究进展. 遥感学报, 20(5): 933–945
Liu Q H, Cao B, Zeng Y L, Li J, Du Y M, Wen J G, Fan W L, Zhao J and Yang L. 2016. Recent progresses on the remote sensing radiative transfer modeling over heterogeneous vegetation canopy. Journal of Remote Sensing, 20(5): 933–945 (
Liu Q H, Gu X F, Li X W, Jacob F, Hanocq J F, Friedl M, Strahler A H, Yu T and Tian G L. 2000. Study on thermal infrared emission directionality over crop canopies with TIR camera imagery. Science in China Series E: Technological Sciences, 43(S1): 95–103
Liu Q H, Li X W, Chen L F and Project Members. 2002. Field campaign for quantitative remote sensing in Beijing. Journal of Remote Sensing, 6(S1): 43–49
Ni W G, Li X W, Woodcock C E, Caetano M R and Strahler A H. 1999. An analytical hybrid GORT model for bidirectional reflectance over discontinuous plant canopies. IEEE Transactions on Geoscience and Remote Sensing, 37(2): 987–999
Nicodemus F E, Richmond J C, Hsia J J, Ginsberg I W and Limperis T. 1977. Geometrical Considerations and Nomenclature for Reflectance. Washington: US Department of Commerce, National Bureau of Standards
秦军, 阎广建, 刘绍民, 梁顺林, 张颢, 王锦地, 李小文. 2005. 集合卡曼滤波在遥感反演地表参数中的应用——以核驱动模型反演BRDF为例. 中国科学(D辑), 35(8): 790–798
Qin J, Yan G J, Liu S M, Liang S L, Zhang H, Wang J D and Li X W. 2005. Application of set Karman filtering in remote sensing inversion for surface parameters. Science in China(Series D), 35(8): 790–798 (
Schaaf C B, Gao F, Strahler A H, Lucht W, Li X W, Tsang T, Strugnell N C, Zhang X Y, Jin Y F, Muller J P, Lewis P, Barnsley M, Hobson P, Disney M, Roberts G, Dunderdale M, Doll C, D'Entremont R P, Hu B X, Liang S L, Privette J L and Roy D. 2002. First operational BRDF, albedo nadir reflectance products from MODIS. Remote Sensing of Environment, 83(1/2): 135–148
Schaaf C B, Li X W and Strahler A H. 1994. Topographic effects on bidirectional and hemispherical reflectances calculated with a geometric-optical canopy model. IEEE Transactions on Geoscience and Remote Sensing, 32(6): 1186–1193
Snyder W C. 1998. Reciprocity of the bidirectional reflectance distribution function (BRDF) in measurements and models of structured surfaces. IEEE Transactions on Geoscience and Remote Sensing, 36(2): 685–691
Wang Y F, Li X W, Nashed Z, Zhao F, Yang H, Guan Y N and Zhang H. 2007. Regularized kernel-based BRDF model inversion method for ill-posed land surface parameter retrieval. Remote Sensing of Environment, 111(1): 36–50
王祎婷, 谢东辉, 李小文. 2014. 构造地理要素趋势面的尺度转换普适性方法探讨. 遥感学报, 18(6): 1169–1146
Wang Y T, Xie D H and Li X W. 2014. Universal scaling methodology in remote sensing science by constructing geographic trend surface. Journal of Remote Sensing, 18(6): 1169–1146 (
Wanner W, Li X W and Strahler A H. 1995. On the derivation of kernels for kernel-driven models of bidirectional reflectance. Journal of Geophysical Research: Atmospheres, 100(D10): 21077–21089
Wanner W, Strahler A H, Hu B X, Lewis P, Muller J P, Li X W, Schaaf C B and Barnsley M J. 1997. Global retrieval of bidirectional reflectance and albedo over land from EOS MODIS and MISR data: theory and algorithm. Journal of Geophysical Research, 102(D14): 17143–17161
Woodcock C E, Collins J B, Jakabhazy V D, Li X W, Macomber S A and Wu Y C. 1997. Inversion of the Li-Strahler canopy reflectance model for mapping forest structure. IEEE Transactions on Geoscience and Remote Sensing, 35(2): 405–414
Wu S B, Wen J G, Tang Y and Zhao J. 2017. Modeling anisotropic bidirectional reflectance of sloping forest//Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Fort Worth, TX, USA: IEEE: 3874–3877 [DOI: 10.1109/IGARSS.2017.8127848]
徐冠华, 柳钦火, 陈良富, 刘良云. 2016. 遥感与中国可持续发展: 机遇和挑战. 遥感学报, 20(5): 679–688
Xu G H, Liu Q H, Chen L F and Liu L Y. 2016. Remote sensing for China’s sustainable development: opportunities and challenges. Journal of Remote Sensing, 20(5): 679–688 (
Yan G J, Jiang L M, Wang J D, Chen L F and Li X W. 2003. Thermal bidirectional gap probability model for row crop canopies and validation. Science in China Series D: Earth Sciences, 46(12): 1241–1249
Yan G J, Hu R H, Wang Y T, Ren H Z, Song W J, Qi J B and Chen L. 2016. Scale effect in indirect measurement of leaf area index. IEEE Transactions on Geoscience and Remote Sensing, 54(6): 3475–3484
阎广建, 吴均, 王锦地, 朱重光, 李小文. 2002a. 光谱先验知识在植被结构遥感反演中的应用. 遥感学报, 6(1): 1–6
Yan G J, Wu J, Wang J D, Zhu C G and Li X W. 2002a. Spectral prior knowledge and its use in the remote sensing based inversion of vegetation structure. Journal of Remote Sensing, 6(1): 1–6 (
阎广建, 朱重光, 王锦地, 李小文. 2002b. 遥感反演中约束最优化方法的拓展. 遥感学报, 6(2): 81–87
Yan G J, Zhu C Q, Wang J D and Li X W. 2002b. An extension of augmented lagrange multiplier method for remote sensing inversion. Journal of Remote Sensing, 6(2): 81–87 (
赵红蕊, 唐中实, 李小文. 2007. 线性正则化遥感反演中正则化参数的确定方法. 武汉大学学报(信息科学版), 32(6): 531–535
Zhao H R, Tang Z S and Li X W. 2007. A regularization parameter choice method on linear quantitative remote sensing inversion. Geomatics and Information Science of Wuhan University, 32(6): 531–535 (
赵红蕊, 唐中实, 李小文. 2008. 非线性不适定遥感反演中正则化参数的定量确定. 武汉大学学报(信息科学版), 33(6): 577–580
Zhao H R, Tang Z S and Li X W. 2008. A regularization parameter choice method on nonlinear ill-posed quantitative remote sensing inversion. Geomatics and Information Science of Wuhan University, 33(6): 577–580 (
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