地球科学进展 ›› 2010, Vol. 25 ›› Issue (5): 463 -473. doi: 10.11867/j.issn.1001-8166.2010.05.0463

综述与评述 上一篇    下一篇

城市气象环境与边界层数值模拟研究
蒋维楣 1,苗世光 2,张宁 1,刘红年 1,胡非 3,李磊 4,王咏薇 5,王成刚 5   
  1. 1.南京大学大气科学学院,江苏  南京  210093;2.中国气象局北京城市气象研究所,北京  100089;
    3.中国科学院大气物理研究所,北京 100029;
    4.深圳市气象局,广东  深圳  518040;
    5. 南京信息工程大学大气物理学院,江苏  南京  210044
  • 收稿日期:2009-09-22 修回日期:2010-03-10 出版日期:2010-05-10
  • 通讯作者: 蒋维楣 E-mail:jwm@nju.edu.cn
  • 基金资助:

    国家自然科学基金项目“城市冠层对物质输送扩散影响的模拟研究”(编号:40775014),“城市冠层热动力效应多尺度双向耦合模拟研究”(编号:40775015),“热力作用对城市冠层内流场及湍流扩散影响的数值模拟研究”(编号:40805004)资助.

Numerical Simulation on Urban Meteorology and Urban Boundary Layer

Jiang Weimei 1,Miao Shiguang 2,Zhang Ning 1,Liu Hongnian 1,Hu Fei 3,Li Lei 4,Wang Yongwei 5,Wang Chenggang 5   

  1. 1.School of Atmospheric Sciences, Naning University, Nanjing  210093, China; 
    2. Institute of Urban Meteorology, CMA, Beijing  100089, China; 
    3.LAPC,Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing  100029,China;  
    4.Shenzhen Meteorological Bureau, Shenzhen  518040, China;  
    5.Nanjing University of Information Science and Technology,Nanjing  210044, China
  • Received:2009-09-22 Revised:2010-03-10 Online:2010-05-10 Published:2010-05-10
  • Contact: Jiang Weimei E-mail:jwm@nju.edu.cn
  • Supported by:

    蒋维楣(1939) ,男,江苏太仓人,教授,博士生导师,主要从事大气边界层物理与大气环境研究.E-mail:jwm@nju.edu.cn 

 综合评述关于城市气象与边界层数值模拟的近期研究进展,主要就城市气候研究、城市能量平衡、城市热岛研究以及城市陆面过程与城市地表能量平衡模式等方面国内外主要研究工作,结合作者近期的研究工作和认识作一评述。从中提出一些现实与观点方面的问题,给出一些看法和讨论。最后,就当今比较流行并显示十分有效的城市气象和城市边界层数值模拟作一些讨论,着重对这一领域面临的现行研究和未来的挑战,提出一些思考。评述结果表明:①今后需针对我国不同气候区、不同城市特点和建筑物形态特征,开展城市气候、城市地表能量平衡、城市热岛等方面的观测与模拟研究;②在城市气象观测方法与技术导则、观测站网布局、新型观测手段的综合使用等方面的深入研究需进一步展开;③需建立基于时间、天气条件、建筑特征的简单的城市热岛强度预报方法;④可探索采用计算流体力学(CFD)模式作为“桥梁”,检验并改进中尺度模式对城市地区的模拟效果。

 The current research status of numerical simulations on urban meteorology and boundary layer is reviewed in this paper, including research on urban climate, urban surface energy balance, urban heat island and urban canopy modeling. Based on researchers′ experience, suggestion and discussion are given on some cutting edge problems and opinions. The state-of-art methods used in this field are discussed as well. Recommendations are also suggested in this paper: ①Observations and simulations on urban climate, urban surface energy balance, urban heat island are in great need facing the different climate zone and different cities; ②More and deeper researches on urban observation methods and rules, observation instruments and observation net design are needed; ③Prediction method of urban heat island based on synoptic conditions and urban surface characteristics should be improved; ④Computational fluid dynamic (CFD) models can be used as tools to bridge the gap between mesoscale and microscale numerical modeling, and to evaluate and improve current mesoscale urban climate simulations.

中图分类号: 

[1] Jiang Weimei, Wang Yongwei, Liu Gang, et al. Multi-scale urban boundary layer modeling system[J].Journal of Nanjing University (Natural Science),2007,43(3): 221-227.[蒋维楣,王咏薇,刘罡,等.多尺度城市边界层数值模拟系统[J].南京大学学报:自然科学版,2007,43(3):221-227.]
[2] Jin Menglin, Shephero J. Inclusion of urban landscape in a climate model[J].Bulletin of the AMS,2005,(5):681-689.
[3] Grimm N B, Faeth H, Golubiewski E, et al. Globale change and the ecology of cities[J].Science,2008,319:756-760.
[4] Oke T R. Review of Urban Climatology[M]. 1 973-1 976.+ WMO Technical Note No. 169, WMO No. 539.Geneva:World Meteorological Organization, 1979.
[5] Arnfield A J. Two decades of urban climate research: A review of turbulence ,exchanges of energy and water, and the urban heat island[J].International Journal of  Climatology,2003,23: 1-26.
[6] Piringer M, Grimmond C S B, Joffre S M, et al. Investigating the surface energy balance in urban areas-recent advances and future needs[J].Water, Air and Soil Pollution: Focus,2002, 2:1-16.
[7] Smith W S, Reisner J M, Kao C Y J. Simulations of flow around a cubical building: Comparison with towing-tank data and assessment of radioactively induced thermal effects[J].Atmospheric Environment,2001,35: 3 811-3 821.
[8] Xu Xiangde, Ding Guoan, Bian Lin′gen, et al. Characteristics of atmospheric enviroment of boundary layer structure of city community in BECAPEX and Intergrate Influence[J].Acta Meteorologica Sinica,2004, 62(5):663-671.[徐祥德,丁国安,卞林根,等. BECAPEX科学试验城市建筑群落边界层大气环境特征及其影响[J].气象学报, 2004, 62(5): 663-671.]
[9] Wang Guangtao, Wang Xiaoyun, Miao Shiguang, et al.Research and application on the technology system of multi-scale assessment of the impact on the atmospheric environment by urban planning[J].Science in China (Series D), 2005,48(supp1.Ⅱ): 173-184.[汪光焘,王晓云,苗世光,等.城市规划大气环境影响多尺度评估技术体系的研究与应用[J].中国科学:D辑,2005,35(增刊I):145-155.]
[10] Scherer D, Fehrenbach U, Beha H-D, et al. Improved concepts and methods in analysis and evaluation of the urban climate for optimizing urban planning processes[J].Atmospheric Environment,1999, 33: 4 185-4 193.
[11] Johansson Erik, Rohinton Emmanuel. The influence of urban design on outdoor thermal comfort in the hot, humid city of Colombo, Sri Lanka[J].International Journal of Biometeorology, 2006, 51:119-133.
[12] Miao Shiguang, Wang Xiaoyun, Jiang Weimei, et al. Impact assessment of urban sub-domain planning on the atmospheric environment[J].Plateau Meteorology,2007 26(1): 92-97. [苗世光,王晓云,蒋维楣,等.城市小区规划大气环境影响评估研究[J].高原气象,2007,26(1):92-97.]
[13] Soligo M J, Irwin A, Williams J, et al. A comprehensive assessment of pedestrian comfort including thermal effects[J].Journal of Wind Engineering and Industrial Aerodynamics,1998, 77/78:753-766.
[14] He Jianming, Charles C, Song S. Evaluation of pedestrian winds in urban area by numerical approach[J].Journal of Wind Engineering and Industrial Aerodynamics,1999 ,81: 295-309.
[15] Tian Wei, Wang Yiping, Xie Yiyang, et al. Effect of building integrated photovoltaics on microclimate of urban canopy layer[J].Building and Environment,2007,42(5):1 891-1 901.
[16] Simpson J R, McPherson E G. Simulation of tree shade impacts on residential energy use for space conditioning in Sacramento[J].Atmospheric Environment,1998,32: 69-74.
[17] Camuffo D, Sturaro G, Valentino A.Urban climatology applied to the deterioration of the Pisa Leaning Tower, Italy[J].Theoretical and Applied Climatology,1999,63: 223-231.
[18] Ren Guoyu,Zhou Yaqing, Chu Ziying, et al. Urbanization effects on observed surface air temperature trends in north China[J].Journal of Climate,2008, 21:1 333-1 348.
[19] Hansen J, Ruedy R, Sato M, et al. A closer look at United States and global surface temperature change[J].Journal of Geophysical Research,2001,106: 23 947-23 963.
[20] Masson V, Gomes L, Pigeon G, et al. The canopy and aerosol particles interactions in Toulouse urban layer (CAPITOUL) experiment[J].Meteorology and Atmospheric Physics, 2008, 102:135-157.[21] Oke T, Klysik K, Bernhofer C. Editorial: Progress in urban climate[J]. Theoretical and Applied Climatology, 2006, 84:1-2.
[22] Grimmond C S B. Progress in measuring and observing the urban atmosphere[J].Theoretical and Applied Climatology, 2006,84: 3-22.
[23] Kanda M. Progress in the scale modeling of urban climate: Review[J].Theoretical and Applied Climatology,2006, 84:23-33.
[24] Masson V. Urban surface modeling and the meso-scale impact of cities[J].Theoretical and Applied Climatology,2006, 84:35-45.
[25] Best M J. Progress towards better weather forecasts for city dwellers: From short range to climate change[J].Theoretical and Applied Climatology,2006, 84:47-55.
[26] Batchvarova E, Gryning S E. Progress in urban dispersion studies[J]. Theoretical and Applied Climatology, 2006, 84:57-67.
[27] Mills G. Progress toward sustainable settlements: A role for urban climatology[J].Theoretical and Applied Climatology, 2006,84:69-76.
[28] Masson V. A physically based scheme for the urban energy budget in atmospheric models[J].Journal of Boundary Layer Meteorology,2000, 94:357-397.
[29] Masson V, Grimmond C S B, Oke T R. Evaluation of the town energy balance (TEB) Scheme with direct measurements from dry districts in two cities[J].Applied Meteorology,2002,41:1 011-1 026.
[30] Kusaka H, Kondo H, Kikegawa, et al. A simple single-layer urban canopy model for atmospheric models: Comparison with multilayer and slab model[J].Journal of Boundary Layer Meteorology,2004, 101: 329-358.
[31] Lemonsu A, Grimmond C S B, Masson V, Modeling the surface energy balance of the core of an old Mediterranean city: Marseille[J].Journal of Applied Meteorology,2004, 43:312-327.
[32] Jiang Weimei, Wang Yongwei, Zhang Ning. Research on urban land-surface process and boundary layer structure[J].Adrances in Earth Science,2009, 24(4):411-419. [蒋维楣,王咏薇,张宁.城市陆面过程与边界层结构研究[J].地球科学进展,2009,24(4):411-419.]
[33] Wang Yongwei, Jiang Weimei, Liu Hongnian. Advanced in reseach of urban effect parameterization scheme on models of atmospuere[J].Advances in Earth Science,2008 23(4):371-381.[王咏薇,蒋维楣,刘红年.大气数值模式中城市效应参数化方案研究进展[J].地球科学进展,2008,23(4): 371-381.]
[34] Liu Hongnian, Jiang Weimei, Sun Jianning, et al. An observation and analysis of micrometeorological characteristics of the Nanjing urban boundary layer, eastern China[J].Journal of Nanjing University (Natural Sciences),2008,44(1): 99-106. [刘红年,蒋维楣,孙鉴泞,等.南京城市边界层微气象特征观测与分析[J].南京大学学报:自然科学版,2008,44(1): 99-106.]
[35] He Xiaofeng, Jiang Weimei, Zhou Rongwei, Development of a single-layer urban canopy model and numerical experiments[J].Chinese Journal of Atmospheric,2009, 33(5): 981-993.[何晓凤,蒋维楣,周荣卫.一种单层城市冠层模式的建立及数值试验研究[J].大气科学,2009,33(5):981-993.]
[36] Wang Yongwei, Jiang Weimei, Numerical study on development of a multi-layer canopy model[J].Acta Meteorologica Sinica,2009, 67(6):1 013-1 024.[王咏薇,蒋维楣.多层城市冠模式的建立及数值试验研究[J].气象学报 2009,67(6):1 013-1 024.]
[37] Martilli A. On the derivation of input parameters for urban canopy models from urban morphological datasets[J].Journal of Boundary-Layer Meteorology,2009, 130:301-306.
[38] Lockerby R W. The Climate of Cities\[M\]. Administration Series Bibliography P-1168, Vance Bibliographies:Monticello, IL 1983.
[39] Sakakibara Y. A numerical study of the effect of urban geometry upon the surface energy budget[J].Atmospheric Environment,1996,30: 487-496.
[40] Wang Chenggang, Sun Jianning, Jiang Weimei. Observation and analysis on thermodynamic charactertics of heat storage of urban roof[J].Acta Energiae Solaris Sinica,2008,29(6):694-699.[王成刚, 孙鉴泞, 蒋维楣.城市屋顶储热特征的观测与分析[J].太阳能学报,2008,29(6): 694-699.]
[41] Oke T R, Cleugh H A, Grimmond C S B, et al. Evaluation of spatially-averaged fluxes of heat, mass and momentum in the urban boundary layer[J].Weather and Climate,1989, 9: 14-21.
[42] Grimmond C S B, Oke T R. Comparison of heat fluxes from summertime observations in the suburbs of four North American cities[J].Journal of Applied Meteorology,1995,34: 873-889.
[43] Oke T R, Spronken-Smith R A, J′auregui E, et al. The energy balance of central Mexico City during the dry season[J].Atmospheric Environment,1999, 33: 3 919-3 930.
[44] World Meteorological Organization. Initial Guidance to Obtain representative Meteorological Observations at Urban sites[R]. Instrument and Observing Methods Report No.81, WMO/TD No. 1250, Geneva,2006.
[45] Souch C, Grimmond S. Applied climatology: Urban climate[J].Progress in Physical Geography,2006, 30: 270-279.
[46] Rotach M W, Vogt R, Bernhofer C, et al. BUBBLE an urban boundary layer project[J].Theoretical and Applied Climatology,2005, 81: 231-261.
[47] Allwine K J, Flaherty J E. Joint Urban 2003: Study Overview and Instrument locations[M]. PNNL-15967, Pacific Northwest National Laboratory, Richland, WA, 2006.
[48] Pol S U, Brown M J. Flow patterns at the ends of a street canyon: Measurements from the Joint Urban 2003 field experiment[J].Journal of Applied Meteorology and Climatology,2008, 47(5): 1 413-   1 426.
[49] Offerle B, Jonsson P, Eliasson I, et al. Urban modification of the surface energy balance in the West African Sahel: Ouagadougou, Burkina Faso[J].Journal of Climate,2005,(18):3 983-3 995.
[50] Wang Y, Klipp C L, Garvey D M, et al.Nocturnal low-level-jet-dominated atmospheric boundary layer observed by a Doppler lidar over Oklahoma City during JU2003[J].Journal of Applied Meteorology and Climatology,2007,46(12): 2 098-2 109.
[51] Lundquist J K, Mirocha J D. Interaction of nocturnal low-level jets with urban geometries as seen in joint urban 2003 data[J].Journal of Applied Meteorology and Climatology,2008,47(1): 44-58.
[52] Mestayer P D, Augustin P, Bastin S, et al. The urban boundary-layer field campaign in marseille (UBL/CLU-ESCOMPTE): Set-up and first results[J].Journal of Boundary Layer Meteorology,2005,114: 315-365.
[53] Mao Minjuan, Jiang Weimei, Wu Xiaoqing,et al. LIDAR exploring of the UBL in downtown of the Nanjing City[J].Acta Scientira Circumstantiae,2006, 26(10): 1 723-1 728.[毛敏娟,蒋维楣,吴晓庆,等.气象激光雷达的城市边界层探测[J].环境科学学报,2006,26(10):1 723-1 728.]
[54] Mao Minjuan, Jiang Weimei, Gu Junqiang, et al. Study on the mixed layer, entrainment zone, and cloud feedback based on lidar exploration of Nanjing city[J].Geophysical Research Letters,2009,36, L04808, doi:10.1029/2008GL036768.
[55] He Qianshan, Mao Jietai, Chen Jiayi, et al. A study of evolution and dynamics of urban atmospheric mixing-layer depth based on lidar data and numerical simulation[J].Chinese Journal of Atmospheric Sciences,2006, 30(2): 293-306.[贺千山,毛节泰,陈家宜,等.基于激光雷达遥感和参数化模式研究城市混合层的发展机制[J].大气科学,2006,30(2):293-306.]
[56] Hu Fei, Wang Qiang, Liu Weidong, et al.Urbanization and Atmospheric Environment Observation[R].Beijing:Workshop on Scienlific and Technical Key Matters of the Urban Meteorology, 2009.[胡非,王强,刘伟东,等.城市气象与大气环境观测[R].北京:城市气象重大科学技术问题专家研讨会报告,2009.]
[57] International Association for Urban Climate. Breeze block blamed for urban heat in Hong Kong[J].Urban Climate News,2008,28:2.
[58] Rong Chunbo, Liu Hongnian, Zhu Yan. The study of the urban heat and its influence factors in Suzhou City[J].Scientia Meteorological Sinica,2009 ,29(1):84-87.[戎春波,刘红年,朱焱.苏州夏季城市热岛现状及影响因子分析研究[J].气象科学, 2009,29(1):84-87.]
[59] Kondo H, Kikegawa Y. Temperature variation in the urban canopy with anthropogenic energy use[J].Pure and Applied Geophysics,2003,160: 317-324.
[60] Sailor D J, Lu L. A top-down methodology for developing diurnal and seasonal anthropogenic heating profiles for urban areas[J].Atmospheric Environment,2004, 38:2 737-2 748.
[61] Grimmond C S B, Salmond J A, Oke T R, et al. Flux and turbulence measurements at a densely built-up site in Mayscille: Heat, mess (water and carbon dioxide), and momenturn[J].Journal of Geophysical Research,2004, 109,D24101, doi:10.1029/2004JD004936.
[62] Chen Y,Jiang W M,Zhang N.et al.Numerical simulation of the anthropogenic heat effect on the urban boundary layer structure[J].Theoretical and Applied Climatology,2009, 17(1/2):123-134.
[63] Tong Hua, Liu Huizhi, Sang Jianguo, et al. The impact of urban anthropogenic heat on Beijing heat environment[J].Climatic and Environmental Research,2004, 9(3):409-421.[佟华,刘辉志,桑建国,等.城市人为热对北京热环境的影响[J].气候与环境研究,2004, 9(3): 409-421.]
[64] Jiang Weimei, Chen Yan. The impact of anthropogenic heat on urban boundary layer structure[J].Chinese Journal of Atmospheric Sciences,2007, 31(1): 37-47.[蒋维楣, 陈燕. 人为热对城市边界层结构影响研究[J]. 大气科学, 2007, 31 ( 1) : 37-47.]
[65] He Xiaofeng, Jiang Weimei, Chen Yan, et al. Numerical simulation of the impacts of anthropogenic heat on the structure of the urban boundary layer[J].Chinese Journal of Geophysics, 2007, 50(1): 74-82. [何晓凤, 蒋维楣, 陈燕,等.人为热源对城市边界层结构的影响的数值模拟[J]. 地球物理学报, 2007, 50(1): 74-82.]
[66] Zhang H,Sate N,Izumi T, et al. Modified RAMS-urban canopy model for heat island simulation in Chongqing,China[J].Journal of Applied Meteorology and Climatology,2008,47:509-524.
[67] Miao S G,Chen F,Lemone M A,et al.An observational and modeling study of characteristics of urban heat island and boundary layer structures in Beijing[J].Journal of Applied Meteorology and Climatology,2009, 48:484-501.
[68] Morris C J G,Simmonds I,Plummer N. Quanlifiication of the influences of wind and cloud on the nocturnal urban heat island of a large city[J].Journal of Applied Meteorology,2001,40(2):169-182.
[69] Grimmond C S B, Blackett M, Best M,et al. The international urban energy balance models comparison project: First results from Phase 1[J].Journal of Applied Meteorology and Climatology,2010, doi: 10.1175/20101 JAMC23541.
[70] Smolarkiewicz P K, Sharman R, Weil J, et al. Building resolving large-eddy simulations and comparison with wind tunnel[J].Journal of Computational Physics,2007,227:633-653.
[71] Santiago J L, Martilli A, Martin F. CFD simulation of airflow over a regular array of cubes. Part I: Three-dimensional simulation of the flow and validation with wind-tunnel measurements[J].Journal of Boundary-Layer Meteorology, 2007, 122:609-634.
[72] Martilli A, Santiago J L. CFD simulation of airflow over a regular array of cubes. Part II: Analysis of spatial average properties[J].Journal of Boundary-Layer Meteorology, 2007, 122:635-654.
[73] Miao Shiguang, Li Pingyang, Wang Xiaoyun. Building morphological characteristics and their effect on the wind in Beijing[J].Advances in Atmospheric Sciences, 2009, 26(6):1 115-1 124.
[74] Zhang N, Jiang W M, Hu F. Numerical method study of how buildings affect the flow characteristics of an urban canopy[J].Wind and Structures, 2004, 7:159-172.
[75] Zhang N, Jiang W M, Miao S G A. large eddy simulation on the effect of buildings on urban flows[J].Wind and Structures,2006, 9:23-35. 
[76] Jiang D H, Jiang W M, Liu H N, et al.Systematic influence of different building spacing, height and layout on mean wind and turbulent characteristics within and over urban building arrays[J].Wind and Structures,2008, 11:275-289.
[77] Jiang Dehai, Jiang Weimei, Miao Shiguang, The numerical simulation of air fiow and pollutant distribution in street canyons[J].Research of Environmental Sciences, 2006 ,19(3):7-12.[蒋德海, 蒋维楣, 苗世光.城市街道峡谷气流和污染物分布的数值模拟[J].环境科学研究,2006, 19(3):7-12.]
[78] Chen Fei. Developing an Integrated Urban Medeling System for WRF[R]. NECP EMC Seminar,Cary Springs,2005.
[79] Ekaterina Batchvarova, Sven-Erik Gryning. Advances in urban meteorology modeling[C]//Lstván Faragó, Krassimir Georgiev, Ágnes Havasi, eds.Advances in Air Pollution Modeling for Environmental Security. Netherlands: Springer,2005:23-32.
[80] Jiang Weimei, Zhou Rongwei, Liu Hongnian, Study on the research of environmental development and applications of a fine urban boundary layer model[J].Journal of Nanjing University(Natural Sciences),2009, 45(6):42-51.[蒋维楣,周荣卫,刘红年.精细城市边界层模式的建立及应用研究\[J\].南京大学学报:自然科学版,2009,45(6):42-51.]
[81] Alberto Martilli. Current research and future challenges in urban mesoscale modeling[J].Journal of Climatology, 2007, 27: 1 909-1 918.
[82] Kevin Gallo, Board Member. Recent trends in literature related to urban climate[J].IAUC News Letter,2008, 28:4-5.

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