Abstract
The Advanced Regional Prediction System (ARPS) is coupled with the tropical town energy budget (tTEB) scheme to analyze the effects of the urban canopy circulation over the metropolitan area of São Paulo and its interactions with the sea breeze and mountain-valley circulation in the eastern state of São Paulo, Brazil. Two experiments are carried out for the typical sea-breeze event occurring on 22 August 2014 under weak synoptic forcing and clear-sky conditions: (a) a control run with the default semi-desert surface parametrization and; (b) a tTEB run for the urban canopy of São Paulo. A realistic land-use database over the south-eastern domain of Brazil is used in the downscaling simulation to a horizontal grid resolution of 3 km. Our results indicate that ARPS effectively simulates features of the nighttime and early morning land-breeze circulation, which is affected by the surrounding hills and the nocturnal heat island of São Paulo. By early afternoon, the south-eastern sea-breeze circulation moves inland perpendicular to the upslope of the Serra do Mar scarp, which generates a line of moisture convergence and updrafts further inland. Later, the convergence line reaches São Paulo and interacts with the circulation arising from the urban heat island (UHI), which increases the moisture convergence and strength of updrafts. The surface energy balance indicates that the UHI is caused by large sensible heat storage within the urban canopy during the day, which is later released in the afternoon and at night. The simulations are verified with available radiosonde and surface weather station data, land-surface-temperature estimates from the moderate resolution imaging spectroradiometer, as well as the National Center for Atmospheric Research reanalysis databases. The three-dimensional geometry of the urban canyons within the tTEB scheme consistently improves the thermodynamically-induced circulation over São Paulo.
Similar content being viewed by others
References
Amorim J, Rodrigues V, Tavares R, Valente J, Borrego C (2013) CFD modelling of the aerodynamic effect of trees on urban air pollution dispersion. Sci Total Environ 461–462:541–551
Arnfield A, Mills G (1994) An analysis of the circulation characteristics and energy budget of a dry, asymmetric, eastwest urban canyon. II. Energy budget. Int J Climatol 14:239–261
Barry RG (2008) Mountain weather and climate, 3rd edn. Cambridge University Press, Cambridge
Bohnnenstengel S, Evans S, Clark P, Belcher S (2011) Simulations of the london urban heat island. Q J R Meteorol Soc 137:1625–1640
Businger J, Wyngaard JC, Izumi Y, Bradley EF (1971) Flux-profile relationships in the atmospheric surface layer. J Atmos Sci 28:181–189
Byun D (1990) On the analytical solutions of flux-profile relationships for the atmospheric surface layer. J Appl Meteorol 29:652–657
Chen F, Pielke R, Mitchell K (2001) Development and application of land surface models for mesoscale atmospheric models: problems and promises. Am Geophys Union 1:107–136
Cotton W, Pielke R Sr, Walko R, Liston G, Tremback C, Jiang H, Mcanelly R, Harrington J, Nicholls M, Carrio G, Mcfadden J (2003) Rams 2001: current status and future directions. Meteorol Atmos Phys 82:5–39
Deardorff J (1972b) Parameterization of the planetary boundary layer for use in general circulation models. Mon Weather Rev 100:93–106
Dousset B, Gourmelon F (2003) Satellite multi-sensor data analysis of urban surface temperatures and land cover. J Photogramm Remote Sens 58:43–54
Dudhia J, Bresch JF (2002) A Global Version of the PSU-NCAR Mesoscale Model. Mon Wea Rev 130:2989–3007
Flores J, Karam H, Marques Filho E, Pereira Filho A (2016a) Estimation of atmospheric turbidity and surface radiative parameters using broadband clear sky solar irradiance models in rio de janeiro-brasil. Theor Appl Climatol 123:593–617
Flores J, Pereira Filho A, Karam H (2016b) Estimation of long term low resolution surface urban heat island intensities for tropical cities using modis remote sensing data. Urban Clim 17:32–66
Freitas E, Rozoff C, Cotton W, Silva Dias P (2007) Interacions of an urban heat island and sea-breeze circulations during winter over the metropolitan area of São Paulo, Brazil. Boundary-Layer Meteorol 122:43–65
Funari F, Pereira Filho A (2014) Energy balance in a patch of the atlantic forest in São Paulo City. Brazil. J Water Resource Prot 6(805):812
Garratt JR (1980) Surface influence upon vertical profiles in the atmospheric near-surface layer. Q J R Meteorol Soc 106:803–819
Gatunya Ganbat, Jong-Jin Baik, Young-Hee Ryu (2015) A numerical study of the interactions of urban breeze circulation with mountain slope winds. Theor Appl Climatol 120:123–135
Grachev A, Fairall C, Bradley E (2000) Convective profile constants revisited. Boundary-Layer Meteorol 83:423–439
Grimmond C, Oke T (1991) An evapotranspiration interception model for urban areas. Water Resour Res 27:1739–1755
Grimmond C, Oke T (1999b) Aerodynamic properties of urban areas derived from analysis of surface form. J Appl Meteorol 38:1262–1292
Heisler GM, Brazel AJ (2010) The urban physical environment: temperature and urban heat islands Chapter 2. In: Aitkenhead-Peterson J, Volder A (eds) Urban Ecosystem Ecology. Agronomy Monograph 55. American Society of Agronomy, Crop Science Society of America, Soil Science Society of America, Madison, WI, pp 29–56
Hidalgo Nunes L, Koga Vicente A, Henrique Candido D (2015) Tempo e Clima no Brasil - Clima da Regio Sudeste do Brasil, segunda edn. Oficina de textos
IBGE (2008) Instituto brasileiro de geografia e estatística. http://www.ibge.gov.br
Innocentini V (1981) Simulação numérica da brisa marítima: teste de sensibilidade e efeito de parametrizações de transportes turbulentos. Dissertação de mestrado IAG USP São Paulo 1:1–61
Jacquemin B, Noilhan J (1990) Sensitivity study and validation of a land surface parameterization using the hapex-mobilhy data set. Boundary-Layer Meteorol 52:93–134
Kain JS, Fritsch JM (1993) Convective parameterization for mesoscale models: the kain fritsch scheme. In: Emanuel KA, Raymond DJ (eds) The representation of cumulus convection in numerical models. Meteorological Monographs. American Meteorological Society, Boston, MA
Karam H, Oliveira A, Soares J (2003) Application of mass conservation method to investigate the wind patterns over an area of complex topography. J Braz Soc Mech Sci Eng 25:115–121
Karam H, Pereira Filho A, Masson V, Noilhan J, Marques Filho E (2010) Formulation of a tropical town energy budget (t-TEB) scheme. Theor Appl Climatol 101:109–120
Kastner-Klein P, Rotach M (2003) Mean flow and turbulence characteristics in an urban roughness sublayer. Boundary-Layer Meteorol 111:55–84
Kusaka H, Kondo H, Kikegawa Y, Kimura F (2001) A simple single-layer urban canopy model for atmospheric models: comparison with multi-layer and slab models. Boundary-Layer Meteorol 101:329–358
Lei M, Niyogi D, Kishtawal C, Pielke R, Beltrán-Przekurat A, Nobis T, Vaidya S (2008) Effect of explicit urban land surface representation on the simulation of the 26 July 2005 heavy rain event over mumbai, india. Atmos Chem Phys 8:5975–5995
Martilli A, Clappier A, Rotach M (2002) An urban surface exchange parameterization for mesoscale models. Boundary-Layer Meteorol 104:261–304
Mascart P, Noilhan J, Giordani H (1995) A modified parameterization of flux-profile relationship in the surface layer using different roughness length values for heat and momentum. Boundary-Layer Meteorol 72:331–344
Masson V (2000) A physically-based scheme for the urban energy budget in atmospheric models. Boundary-Layer Meteorol 94(357):397
Masson V (2006) Urban surface modeling and the meso-scale impact of cities. Theor Appl Climatol 84:35–45
Melas D, Lavagnini A, Sempreviva A (2000) An investigation of the boundary layer dynamics of sardinia island under sea-breeze conditions. J Appl Meteorol 39:516–524
Miller S, Keim B, Talbot R, Mao H (2003) Sea breeze: structure, forecasting and impacts. Rev Geophys 41:1–31
Moonena P, Gromkec C, Dorera V (2013) Performance assessment of large eddy simulation (LES) for modeling dispersion in an urban street canyon with tree planting. Atmos Environ 75:66–76
Noilhan J (1981) A model for the net total radiation flux at the surfaces of a building. Build Environ 16(4):259–266
Noilhan J, Planton S (1989) A simple parameterization of land surface processes for meteorological models. Mon Weather Rev 117:536–549
Nunez M, Oke T (1976) Long-wave radiative flux divergence and nocturnal cooling of the urban atmosphere within an urban canyon. Boundary-Layer Meteorol 10:121–135
Oke T (1976) The distinction between canopy and boundary-layer urban heat islands. Atmosphere 14:268–277
Oke T (1987) Boundary layer climates, 1st edn. Taylor and Francis Group, London
Oliveira de Souza D, dos Santos Alval R, Guedes do Nascimento M, (2016) Urbanization effects on the microclimate of manaus: a modeling study. Atmos Res 167:237–248
Pearlmutter D, Berliner P, Shaviv E (2005) Evaluation of urban surface energy fluxes using an open-air scale model. J Appl Meteorol 44:532–545
Pereira Filho A, Barros M, Hallak R, Gandu A (2004) Enchentes na região metropilitana de são paulo: aspectos de mesoescala e avaliação de impactos. XIII Congresso Brasileiro de Meterologia, Fortaleza, CE, 28 de Agosto a 03 de Setembro, 2004
Pielke R, Cotton W, Walko R (1992) A comprehensive meteorological modelling system—RAMS. Meteorol Atmos Phys 49:69–91
Ram K, Singh S, Sarin MM, Srivastava AK, Tripathi SN (2016) Variability in aerosol optical properties over an urban site, kanpur, in the indo-gangetic plain: a case study of haze and dust events. Atmos Res 174–175:52–61
Ribeiro F, Soares J, Oliveira A (2016) Sea-breeze and topographic influences on the planetary boundary layer in the coastal upwelling area of Cabo Frio (Brazil). Boundary-Layer Meteorol 158:139–150
Rotach M (1995) Profiles of turbulence statistics in and above and urban street canyon. Atmos Environ 29(13):1473–1486
Schultz P (1995) An explicit cloud physics paramterization for operational numerical weather prediction. Mon Weather Rev 123:3331–3343
Simpson JE (1994) Sea breeze and local wind, 1st edn. Cambridge University Press, Cambridge
Simpson JE (1996) Diurnal changes in sea-breeze direction. J Appl Meteorol 35:1166–1169
Streutker D (2002) Satellite-measured growth of the urban heat island of Houston, Texas. Int J Remote Sens 23:2595–2608
Synnefa A, Santamouris M, Apostolakis K (2007) On the development, optical properties and thermal performance of cool colored coatings for the urban environment. Solar Energy 81:488–497
Tarifa J, Azevedo T (2001) Os climas na cidade de São Paulo: teoría e prática, primeira edn. GEOUSP, Coleção Novos Caminhos
Taylor P (1977) Numerical studies of neutrally stratified planetary boundary-layer flow above gentle topography. I. Two dimensional cases. Boundary-layer Meteorol 12:37–60
Urano A, Ichinose T, Hanaki K (1999) Thermal environment simulation for three dimensional replacement of urban activity. J Wind Eng 81:197–210
Vemado F, Pereira Filho A (2016) Severe weather caused by heat island and sea breeze effects in the metropolitan area of São Paulo. Brazil. Adv Meteorol 8364:134
Voogt J, Grimmond C (2000) Modeling surface sensible heat flux using surface radiative temperatures in a simple urban area. J Appl Meteorol 39:1679–1699
Wan Z (1999) Modis land-surface temperature algorithm theoretical basis document. NASA Documents 3.3, URL http://modis.gsfc.nasa.gov/atbd/atbd-mod11.pdf
Wan Z, Li Z (1997) A physics-based algorithm for retrieving land surface temperature from space. Trans Geosci Remote Sens 34:892–905
Wang X, Parrish D, Kleist D, Whitaker J (2013) GSI 3Dvar-based ensemblevariational hybrid data assimilation for NCEP global forecast system: single-resolution experiments. Mon Weather Rev 141:4098–4117
Xue M, Droegemeier K, Wong V, Shapiro A, Brewster K (2000a) Advanced regional prediction system (ARPS) version 5.3.4 user’s guide. Center for Analysis and Prediction of Storms (CAPS), University of Oklahoma, pp 320
Xue M, Droegmeier K, Wong V (2000b) The advanced regional prediction system (ARPS)–a multi-scale nonhydrostatic atmospheric simulation and prediction model. Part I: Model dynamics and verification. Meteorol Atmos Phys 1:1–45
Xue M, Droegmeier K, Wong V (2001) The advanced regional prediction system (ARPS)–a multi-scale nonhydrostatic atmospheric simulation and prediction model. Part II: Model physics and applications. Meteorol Atmos Phys 76:143–165
Yamada T (2000) Building and terrain effects in a mesoscale model. In: 11th Conference on the applications of air pollution meteorology with A&WMA, 9–14 January, Long Beach, CA, vol 1, pp 215–200
Acknowledgements
We wish to thank to the “Conselho Nacional de Desenvolvimento Cientifico e Tecnologico” (CNPQ) (302349/20146) for the financial support during the research period. We also thank Dr. Ming Xue for important suggestions that helped improve the present manuscript.
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Flores Rojas, J.L., Pereira Filho, A.J., Karam, H.A. et al. Effects of Explicit Urban-Canopy Representation on Local Circulations Above a Tropical Mega-City. Boundary-Layer Meteorol 166, 83–111 (2018). https://doi.org/10.1007/s10546-017-0292-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10546-017-0292-8