地表向下短波和长波辐射遥感参数化方案研究综述

doi:10.13209/j.0479-8023.2014.181

摘要/Abstract

摘要： 针对近年来利用卫星和地面常规资料估算向下长、短波辐射研究参数化方案, 对国内外研究进展进行综述。在综合分析有关文献的基础上, 介绍向下短波和长波辐射参数化方案的理论背景, 按照晴空和有云条件, 分别对辐射参数化方案进行总结, 并对这些方法在实际应用中的优缺点予以评述。晴空条件下, 向下短波参数化方案以统计和辐射传输模式为主, 长波辐射参数化方案以单、双参数法为主。有云条件下的辐射参数化方案则主要受限于云量的确定。地表向下短波和长波辐射的计算的局限性在于, 需要根据所能获取的地面气象观测资料、地表覆盖类型和卫星遥感数据, 选择合适的参数化方案。将来, 有发展前景的方法为极轨卫星和静止卫星遥感数据结合研究估算方案。

关键词: 向下短波辐射, 向下长波辐射, 参数化

Abstract: Research progresses in parameterization schemes for estimating downward shortwave and longwave radiations are reviewed by use of satellite data and ground-based routine observations in recent years. Based on a comprehensive analysis of the relevant literatures, the theoretical backgrounds of downward shortwave and longwave radiation parameterization schemes are described. According to the clear-sky and cloudy-sky conditions, the radiation parameterization schemes are summarized and their advantages and disadvantages in the practical application are reviewed. Under clear-sky conditions, the main parameterization schemes of downward shortwave radiation are statistical methods and radiative transfer models; the longwave radiation parameterization schemes are mainly single-parameter and dual-parameter methodologies. Under cloudy-sky conditions, radiation parameterization schemes are mainly limited to the determination of cloudiness. The limitations of estimating downward shortwave and longwave radiation on the surface are the selections of appropriate parameterization scheme that need considering land cover types and the attainment of meteorological observations and satellite remote sensing data. In the future, the relatively promising estimation approach is pointed out by combination of polar-orbiting and geostationary satellite remote sensing data.

Key words: downward shortwave radiation, downward longwave radiation, parameterization schemes

中图分类号:

P407

彭丽春;李万彪;叶晶;成董;李宇明;曹立佳. 地表向下短波和长波辐射遥感参数化方案研究综述[J]. 北京大学学报（自然科学版）, 2015, 51(4): 772-782.

PENG Lichun;LI Wanbiao;YE Jing;CHENG Dong;LI Yuming;CAO Lijia. A Review of Parameterization Methods for Downward Shortwave and Longwave Radiation on the Surface[J]. , 2015, 51(4): 772-782.

参考文献

[1] Zuo D. The study of the Earth’s surface radiation. Beijing: Science Press, 1991
[2] Paltridge G W, Platt M R. Radiative process in 北京大学学报(自然科学版) 第51 卷第4 期 2015 年7 月 780 meteorology and climatology. Amsterdam: Elsevier, 1977: 318
[3] Moritz R. A model for estimating global solar radiation // Barry R G, Jacobs J D. Energy budget studies in relation to fast-ice breakup processes in Davis Strait. Boulder: Institute of Arctic and Alpine Research, University of Colorado, 1978: 121?142
[4] Bennett Jr T J. A coupled atmosphere-sea ice model study of the role of sea ice in climatic predictability. Journal of Atmospheric Sciences, 1982, 39: 1456? 1465
[5] Zillman J W. A study of some aspects of the radiation and heat budgets of the southern hemisphere oceans. Canberra: Australian Government Publishing Service, 1972
[6] Shine K. Parametrization of the shortwave flux over high albedo surfaces as a function of cloud thickness and surface albedo. Quarterly Journal of the Royal Meteorological Society, 1984, 110: 747?764
[7] Peng Lichun, Li Wanbiao. Parameterizations of surface radiation in the semiarid grasslands of Inner Mongolia under clear-sky conditions using MODIS data. Adv Atmos Sci, 2014, 31(5): 1?12
[8] Lumb F. The influence of cloud on hourly amounts of total solar radiation at the sea surface. Quarterly Journal of the Royal Meteorological Society, 1964, 90: 43?56
[9] Niemelä S, Räisänen P, Savijärvi H. Comparison of surface radiative flux parameterizations. Part Ⅱ : shortwave radiation. Atmospheric Research, 2001, 58(2): 141?154
[10] Bisht G, Venturini V, Islam S, et al. Estimation of the net radiation using MODIS (moderate resolution imaging spectroradiometer) data for clear sky days. Remote Sensing of Environment, 2005, 97(1): 52?67
[11] Davies J, Schertzer W, Nunez M. Estimating global solar radiation. Boundary-Layer Meteorology, 1975, 9(1): 33?52
[12] Hay J E. Calculation of monthly mean solar radiation for horizontal and inclined surfaces. Solar Energy, 1979, 23(4): 301?307
[13] Machler M A. Parameterization of solar irradiation under clear skies [D]. New York: University of British Columbia, 1983
[14] Anderson G P, Chetwynd Jr J H, Theriault J M, et al. MODTRAN2: suitability for remote sensing // Atmospheric Propagation and Remote Sensing Ⅱ . Orlando: SPIE, 1993: 514?525
[15] Gueymard C A. Direct solar transmittance and irradiance predictions with broadband models. Part Ⅰ: detailed theoretical performance assessment. Solar Energy, 2003, 74(5): 355?379
[16] Yang K, Huang G, Tamai N. A hybrid model for estimating global solar radiation. Solar Energy, 2001, 70(1): 13?22
[17] Dogniaux R. Standardization of methods of measurement and calculation of climatological data for thermal and daylight applications // Proceedings of the symposium on solar radiation. Washington, DC: Smithsonian Institution, 1973: 50?60
[18] Gueymard C A. Direct solar transmittance and irradiance predictions with broadband models. Part Ⅱ: validation with high-quality measurements. Solar Energy, 2003, 74(5): 381?395
[19] Bird R E, Hulstrom R L. Review, evaluation, and improvement of direct irradiance models. Journal of Solar Energy Engineering, 1981, 103(3): 182?192
[20] Bird R E, Hulstrom R L. Simplified clear sky model for direct and diffuse insolation on horizontal surfaces [R]. Golden: Solar Energy Research Inst, 1981
[21] Iqbal M. Total (broadband) radiation under cloudless skies // An introduction to solar radiation. New York: Academic Press Inc, 1983: 169?213
[22] Berliand T. Method of climatological estimation of global radiation. Meteorol Gidrol, 1960, 6: 9?12
[23] Laevastu T. Factors affecting the temperature of the surface layer of the sea [D]. Helsinki: Ohio Aerospace Institute, 1960
[24] Slingo A. A GCM parameterization for the shortwave radiative properties of water clouds. Journal of the Atmospheric Sciences, 1989, 46(10): 1419?1427
[25] Bisht G, Bras R L. Estimation of net radiation from the MODIS data under all sky conditions: Southern Great Plains case study. Remote Sensing of Environment, 2010, 114(7): 1522?1534
[26] Niemelä S, Räisänen P, Savijärvi H. Comparison of surface radiative flux parameterizations. Part Ⅰ : longwave radiation. Atmospheric Research, 2001, 58(1): 1?18
[27] Kotarba A Z. Estimation of fractional cloud cover for moderate resolution imaging spectroradiometer/terra cloud mask classes with high-resolution over ocean 彭丽春等地表向下短波和长波辐射遥感参数化方案研究综述 781 ASTER observations. Journal of Geophysical Research, 2010, 115: D22210
[28] Crawford T M, Duchon C E. An improved parameterization for estimating effective atmospheric emissivity for use in calculating daytime downwelling longwave radiation. Journal of Applied Meteorology, 1999, 38(4): 474?480
[29] Jegede O, Ogolo E, Aregbesola T. Estimating net radiation using routine meteorological data at a tropical location in Nigeria. International Journal of Sustainable Energy, 2006, 25(2): 107?115
[30] Weishampel J, Urban D. Coupling a spatially-explicit forest gap model with a 3-D solar routine to simulate latitudinal effects. Ecological Modelling, 1996, 86(1): 101?111
[31] Konzelmann T, Van de Wal R S, Greuell W, et al. Parameterization of global and longwave incoming radiation for the Greenland Ice Sheet. Global and Planetary Change, 1994, 9(1): 143?164
[32] Kasten F, Czeplak G. Solar and terrestrial radiation dependent on the amount and type of cloud. Solar Energy, 1980, 24(2): 177?189
[33] Iziomon M G, Mayer H, Matzarakis A. Downward atmospheric longwave irradiance under clear and cloudy skies: measurement and parameterization. Journal of Atmospheric and Solar-Terrestrial Physics, 2003, 65(10): 1107?1116
[34] Santos C A, Silva B B, Rao T V R, et al. Downward longwave radiation estimates for clear-sky conditions over northeast Brazil. Revista Brasileira de Meteorologia, 2011, 26(3): 443?450
[35] Duarte H F, Dias N L, Maggiotto S R. Assessing daytime downward longwave radiation estimates for clear and cloudy skies in Southern Brazil. Agricultural and Forest Meteorology, 2006, 139(3): 171?181
[36] Ångström A. A study of the radiation of the atmosphere. Washington: Smithsonian Institution, 1915
[37] Brunt D. Notes on radiation in the atmosphere, Ⅰ. Quarterly Journal of the Royal Meteorological Society, 1932, 58: 389?420
[38] Swinbank W C. Long-wave radiation from clear skies. Quarterly Journal of the Royal Meteorological Society, 1963, 89: 339?348
[39] Idso S B, Jackson R D. Thermal radiation from the atmosphere. Journal of Geophysical Research, 1969, 74(23): 5397?5403
[40] Brutsaert W. On a derivable formula for long-wave radiation from clear skies. Water Resources Research, 1975, 11(5): 742?744
[41] Satterlund D R. An improved equation for estimating long-wave radiation from the atmosphere. Water Resources Research, 1979, 15(6): 1649?1650
[42] Idso S B. A set of equations for full spectrum and 8 to 14 μm and 10.5 to 12.5 μm thermal radiation from cloudless skies. Water Resources Research, 1981, 17(2): 295?304
[43] Prata A. A new long-wave formula for estimating downward clear-sky radiation at the surface. Quarterly Journal of the Royal Meteorological Society, 1996, 122: 1127?1151
[44] Kruk N S, Vendrame Í F, Da Rocha H R, et al. Downward longwave radiation estimates for clear and all-sky conditions in the Sertãozinho region of São Paulo, Brazil. Theoretical and Applied Climatology, 2010, 99: 115?123
[45] Brutsaert W. Evaporation into the atmosphere: theory, history, and applications. Reidel Dordrecht: Springer, 1982
[46] Monteith J, Unsworth M. Principles of environmental physics. London: Edward Arnold, 1990
[47] Kustas W P, Daughtry C S. Estimation of the soil heat flux/net radiation ratio from spectral data. Agricultural and Forest Meteorology, 1990, 49(3): 205?223
[48] Berdahl P, Martin M. Emissivity of clear skies. Solar Energy, 1984, 32(5): 663?664
[49] Monteith J. An empirical method for estimating longwave radiation exchanges in the British Isles. Quarterly Journal of the Royal Meteorological Society, 1961, 87: 171?179
[50] Sellers W D. Physical climatology. Chicago: The University of Chicago Press, 1965
[51] Berger X, Buriot D, Garnier F. About the equivalent radiative temperature for clear skies. Solar Energy, 1984, 32(6): 725?733
[52] Marthews T R, Malhi Y, Iwata H. Calculating downward longwave radiation under clear and cloudy conditions over a tropical lowland forest site: an evaluation of model schemes for hourly data. Theoretical and Applied Climatology, 2012, 107: 461?477
[53] Maykut G A, Church P E. Radiation climate of Barrow Alaska, 1962?66. Journal of Applied Me北京大学学报(自然科学版) 第51 卷第4 期 2015 年7 月 782 teorology, 1973, 12(4): 620?628
[54] Culf A D, Gash J H. Longwave radiation from clear skies in Niger: a comparison of observations with simple formulas. Journal of applied Meteorology, 1993, 32(3): 539?547
[55] Sugita M, Brutsaert W. Cloud effect in the estimation of instantaneous downward longwave radiation. Water Resources Research, 1993, 29(3): 599?605
[56] Diak G R, Mecikalski J R, Anderson M C, et al. Estimating land surface energy budgets from space: review and current efforts at the University of Wisconsin-Madison and USDA-ARS. Bulletin of the American Meteorological Society, 2004, 85(1): 65?78
[57] Kjærsgaard J H, Plauborg F, Hansen S. Comparison of models for calculating daytime long-wave irradiance using long term data set. Agricultural and Forest Meteorology, 2007, 143(1): 49?63
[58] Ryu Y, Kang S, Moon S K, et al. Evaluation of land surface radiation balance derived from moderate resolution imaging spectroradiometer (MODIS) over complex terrain and heterogeneous landscape on clear sky days. Agricultural and Forest Meteorology, 2008, 148(10): 1538?1552
[59] Kaufman Y J, Gao B C. Remote sensing of water vapor in the near IR from EOS/MODIS. IEEE Transactions on Geoscience and Remote Sensing, 1992, 30(5): 871?884
[60] Monteith J L, Unsworth M H. Principles of environmental physics: plants, animals, and the atmosphere. 4th ed. Oxford: Academic Press, 2013
[61] Alados-Arboledas L, Vida J, Olmo F. The estimation of thermal atmospheric radiation under cloudy conditions. International Journal of climatology, 1995, 15(1): 107?116
[62] Budyko M. Climate and life. New York: Academic Press, 1974
[63] Jacobs J. Radiation climate of Broughton Island // Barry R G, Jacobs J D. Energy budget studies in relation to fast-ice breakup processes in Davis Strait. Boulder: Institute of Arctic and Alpine Research, University of Colorado, 1978: 105?120
[64] Forman B A, Margulis S A. Estimates of total downwelling surface radiation using a high-resolution GOES-based cloud product along with MODIS and AIRS products // AGU Fall Meeting Abstracts. San Francisco, 2007: #H31A-0134
[65] Malhi Y, Pegoraro E, Nobre A, et al. Energy and water dynamics of a central Amazonian rain forest. Journal of Geophysical Research, 2002, 107(D20): 1?17
[66] Liou K N, Radiation and cloud processes in the atmosphere. Oxford: Oxford University Press, 1992: 504