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Urban‐induced modifications to the diurnal cycle of rainfall over a tropical city

ドアン, グアン ヴァン Dipankar, Anurag Simón‐Moral, Andrés Sanchez, Claudio Prasanna, Venkatraman Roth, Matthias Huang, Xiang‐Yu 筑波大学

2022.07.07

概要

There is still no consensus on the mechanisms that modify precipitation over and around cities, especially for those located in the tropics where convective processes primarily drive rainfall. Here we contribute to the ongoing discussion about the urban-associated precipitation by investigating the urban effect on the diurnal cycle of rainfall over Singapore. We use the urban version of the numerical weather prediction system of the Meteorological Service Singapore (hereafter called uSINGV) at a 300 m horizontal resolution to simulate the rainfall conditions over Singapore and its surroundings during the inter-monsoon period between 2010 and 2014. Two simulations with different land surface conditions are conducted: one with urban areas (i.e. present conditions) and one without urban areas. uSINGV is shown to perform well for rainfall when compared to observations. Comparison between simulations reveals that the urban area is responsible for the formation of a rainfall “hot spot” over Singapore and Johor Bahru, located at the southern tip of the Malay Peninsula, and the urban effect is accountable for 20–30% of total rainfall during late afternoons and evenings, highlighting a strong urban effect on localized rainfall over a tropical city. Enhancement of convection due to the urban heat island effect, increased frictional convergence due to buildings’ drag, the seaward shift of the sea-breeze front, and the increased inflow of boundary-layer moisture by the stronger sea breeze are suggested as most probable reasons for the increased rainfall in the urban area.

参考文献

Argüeso, D., Di Luca, A. and Evans, J.P. (2016) Precipitation over urban areas in the western Maritime Continent using a convection-permitting model. Climate Dynamics, 47(3–4), 1143–1159.

Ashley, W.S., Bentley, M.L. and Stallins, J.A. (2012) Urban-induced thunderstorm modification in the southeast United States. Cli- matic Change, 113(2), 481–498.

Baik, J.-J., Kim, Y.-H., Kim, J.-J. and Han, J.-Y. (2007) Effects of boundary-layer stability on urban heat island-induced circula- tion. Theoretical and Applied Climatology, 89(1–2), 73–81.

Best, M.J., Pryor, M., Clark, D.B., Rooney, G.G., Essery, R.L.H., Ménard, C.B., Edwards, J.M., Hendry, M.A., Porson, A., Ged-ney, N., Mercado, L.M., Sitch, S., Blyth, E., Boucher, O., Cox, P.M., Grimmond, C.S.B. and Harding, R.J. (2011) The Joint UK Land Environment Simulator (JULES), model description - part 1: energy and water fluxes. Geoscientific Model Development, 4(1), 677–699. ISSN 1991-9603.

Brown, A., Milton, S., Cullen, M.J.P., Golding, B., Mitchell, J. and Shelly, A. (2012) Unified modeling and prediction of weather and climate: a 25-year journey. Bulletin of the American Meteorologi- cal Society, 93, 1865–1877. https://journals.ametsoc.org/doi/full/ 10.1175/BAMS-D-12-00018.1.

Bush, M., Allen, T., Bain, C., Boutle, I., Edwards, J. Finnenkoetter, A., Franklin, C., Hanley, K. Lean, H., Lock, A., Manners, J., Mitter- maier, M., Morcrette, C. North, R., Petch, J., Short, C., Vosper, S., Walters, D., Webster, S., Weeks, M., Wilkinson, J., Wood, N. and Zerroukat, M. (2020) The first Met Office Unified Model-JULES Regional Atmosphere and Land configuration, RAL1.. Geoscien- tific Model Development, 13, 1999–2029. https://doi.org/10.5194/ gmd-13-1999-2020.

Changnon, S.A. (1992) Inadvertent weather modification in urban areas: lessons for global climate change. Bulletin of the American Meteorological Society, 73(5), 619–627.

Chow, W.T. and Roth, M. (2006) Temporal dynamics of the urban heat island of Singapore. International Journal of Climatology, 26(15), 2243–2260.

Diem, J.E. and Mote, T.L. (2005) Interepochal changes in summer precipitation in the southeastern United States: evidence of pos- sible urban effects near Atlanta, Georgia. Journal of Applied Meteorology, 44(5), 717–730.

Dipankar, A., Webster, S., Furtado, K., Wilkinson, J., Sanchez, C., Lock, A., North, R., Sun, X., Vosper, S., Huang, X.-Y. and Barker,

D.M. (2020) SINGV: a convective-scale weather forecast model for Singapore. Quarterly Journal of the Royal Meteorological Society, 146(733), 4131–4146. https://doi.org/10.1002/qj.3895.

Fong, M. (2012) The weather and climate of Singapore. Meteorological Service Singapore.

Freitag, B.M., Nair, U.S. and Niyogi, D. (2018) Urban modification of convection and rainfall in complex terrain. Geophysical Research Letters, 45(5), 2507–2515.

Gero, A.F. and Pitman, A.J. (2006) The impact of land cover change on a simulated storm event in the Sydney basin. Journal of Applied Meteorology and Climatology, 45(2), 283–300.

Haberlie, A.M., Ashley, W.S. and Pingel, T.J. (2015) The effect of urbanisation on the climatology of thunderstorm initiation. Quarterly Journal of the Royal Meteorological Society, 141(688), 663–675.

Hersbach, H., Bell B., Berrisford, P., Horányi, A., Muñoz Sabater, J., Nicolas, J., Radu, R., Schepers, D., Simmons, A., Soci, C. and Dee, D. (2019) Global reanalysis: goodbye ERA-Interim, hello ERA5. ECMWF Newsletter No. 159, Spring 2019, pp. 17–24.

Huang, X.-Y., Barker, D., Webster, S., Dipankar, A., Lock, A., Mitter- maier, M., Sun, X., North, R., Darvell, R., Boyd, D., Lo, J., Liu, J., Macpherson, B., Heng, P., Maycock, A., Pitcher, L., Tubbs, B., McMillan, M., Zhang, S., Hagelin, S., Porson, A., Song, G., Beckett, B., Cheong, W.K., Semple, A. and Gordon, C. (2019) SINGV–the convective-scale numerical weather prediction sys- tem for Singapore. ASEAN Journal on Science and Technology for Development, 36(3), 81–90.

Kaufmann, R.K., Seto, K.C., Schneider, A., Liu, Z., Zhou, L. and Wang, W. (2007) Climate response to rapid urban growth: evi- dence of a human-induced precipitation deficit. Journal of Cli- mate, 20(10), 2299–2306.

Kishtawal, C.M., Niyogi, D., Tewari, M., Pielke, R.A., Sr. and Shep- herd, J.M. (2010) Urbanisation signature in the observed heavy rainfall climatology over India. International Journal of Climatol- ogy, 30(13), 1908–1916.

Kusaka, H., Nawata, K., Suzuki-Parker, A., Takane, Y. and Furuhashi, N. (2014) Mechanism of precipitation increase with urbanisation in Tokyo as revealed by ensemble climate simu- lations. Journal of Applied Meteorology and Climatology, 53(4), 824–839.

Kusaka, H., Nishi, A., Mizunari, M. and Yokoyama, H. (2019) Urban impacts on the spatiotemporal pattern of short-duration convec- tive precipitation in a coastal city adjacent to a mountain range. Quarterly Journal of the Royal Meteorological Society, 145(722), 2237–2254.

Li, J., Mahalov, A. and Hyde, P. (2020a) Effects of urbanization on extreme rainfall in an arid/semi-arid region. Atmospheric Science Letters, 21(5), e966. https://doi.org/10.1002/asl.966.

Li, X., Wang, X. and Babovic, V. (2018) Analysis of variability and trends of precipitation extremes in Singapore during 1980–2013. International Journal of Climatology, 38(1), 125–141.

Li, X.-X., Koh, T.-Y., Entekhabi, D., Roth, M., Panda, J. and Nor- ford, L.K. (2013) A multi-resolution ensemble study of a trop- ical urban environment and its interactions with the regional background atmosphere. Journal of Geophysical Research: Atmo- spheres, 118(17), 9804–9818.

Li, X.-X., Koh, T.-Y., Panda, J. and Norford, L.K. (2016) Impact of urbanisation patterns on the local climate of a tropical city, Singa- pore: an ensemble study. Journal of Geophysical Research: Atmo- spheres, 121, 4386–4403. https://doi.org/10.1002/2015JD024452.

Li, Y., Fowler, H.J., Argüeso, D., Blenkinsop, S., Evans, J.P. and Lenderink, G. (2020b) Strong intensification of hourly rainfall extremes by urbanization. Geophysical Research Letters, 47, e2020GL088758. https://doi.org/10.1029/2020GL0 88758.

Lilly, D.K. (1962) On the numerical simulation of buoyant convec- tion. Tellus, 14(2), 148–172.

Lin, C.-Y., Chen, W.-C., Chang, P.-L. and Sheng, Y.-F. (2011) Impact of the urban heat island effect on precipitation over a complex geographic environment in northern Taiwan. Journal of Applied Meteorology and Climatology, 50(2), 339–353.

Liu, J. and Niyogi, D. (2019) Meta-analysis of urbanization impact on rainfall modification. Scientific Reports, 9, 7301. https://doi.org/ 10.1038/s41598-019-42494-2.

Lorenz, J.M., Kronenberg, R., Bernhofer, C. and Niyogi, D. (2019) Urban rainfall modification: observational climatology over Berlin, Germany. Journal of Geophysical Research: Atmospheres, 124(2), 731–746.

Luong, M.T., Dasari, H.P. and Hoteit, I. (2020) Impact of Urbaniza- tion on the Simulation of Extreme Rainfall in the City of Jed- dah, Saudi Arabia. Journal of Applied Meteorology and Climatol- ogy, 59(5), 953–971. https://journals.ametsoc.org/view/journals/ apme/59/5/jamc-d-19-0257.1.xml?tab_body=fulltext-display

Miao, S., Chen, F., Li, Q. and Fan, S. (2011) Impacts of urban pro- cesses and urbanization on summer precipitation: a case study of heavy rainfall in Beijing on 1 August 2006. Journal of Applied Meteorology and Climatology, 50(4), 806–825.

Mitra, C., Shepherd, J.M. and Jordan, T. (2012) On the relationship between the premonsoonal rainfall climatology and urban land cover dynamics in Kolkata city, India. International Journal of Climatology, 32(9), 1443–1454.

Niyogi, D., Lei, M., Kishtawal, C., Schmid, P. and Shepherd, M. (2017) Urbanization impacts on the summer heavy rainfall climatol- ogy over the eastern United States. Earth Interactions, 21, 1–17. https://doi.org/10.1175/EI-D-15-0045.1.

Niyogi, D., Pyle, P., Lei, M., Arya, S.P., Kishtawal, C.M., Shepherd, M., Chen, F. and Wolfe, B. (2011) Urban modification of thunder- storms: an observational storm climatology and model case study for the Indianapolis urban region. Journal of Applied Meteorology and Climatology, 50(5), 1129–1144.

Ooi, M.C.G., Chan, A., Subramaniam, K., Morris, K.I. and Oozeer, M.Y. (2017) Interaction of urban heating and local winds during the calm intermonsoon seasons in the trop- ics. Journal of Geophysical Research: Atmospheres, 122(21), 11499–11523.

Porson, A.N., Clark, P.A., Harman, I.N., Best, M.J. and Belcher, S.E. (2010) Implementation of a new urban surface scheme in the MetUM. Part I: Description and idealized simulations. Quarterly Journal of the Royal Meteorological Society, 136(651), 1514–1529. https://doi.org/10.1002/qj.668.

Quah, K.L.A. and Roth, M. (2012) Diurnal and weekly variation of anthropogenic heat emissions in a tropical city, Singapore. Atmospheric Environment, 46, 92–103.

Roth, M. and Chow, W.T. (2012) A historical review and assessment of urban heat Island research in Singapore. Singapore Journal of Tropical Geography, 33(3), 381–397.

Rozoff, C.M., Cotton, W.R. and Adegoke, J.O. (2003) Simulation of St. Louis, Missouri, land use impacts on thunderstorms. Journal of Applied Meteorology, 42(6), 716–738.

Schlünzen, K.H., Hoffmann, P., Rosenhagen, G. and Riecke, W. (2010) Long-term changes and regional differences in temperature and precipitation in the metropolitan area of Hamburg. International Journal of Climatology, 30(8), 1121–1136.

Shastri, H., Paul, S., Ghosh, S. and Karmakar, S. (2015) Impacts of urbanization on Indian summer monsoon rainfall extremes. Journal of Geophysical Research Atmospheres, 120, 495–516. https://10.1002/2014JD022061.

Shem, W. and Shepherd, M. (2009) On the impact of urbanization on summertime thunderstorms in Atlanta: two numerical model case studies. Atmospheric Research, 92(2), 172–189.

Shepherd, J.M. (2005) A review of current investigations of urban-induced rainfall and recommendations for the future. Earth Interactions, 9(12), 1–27.

Shepherd, J.M., Pierce, H. and Negri, A.J. (2002) Rainfall modifica- tion by major urban areas: observations from spaceborne rain radar on the TRMM satellite. Journal of Applied Meteorology, 41(7), 689–701.

Simón-Moral A, Roth M. (2020) An anthropogenic heat flux emission inventory for Singapore for urban climate model- ing. MSS research letter. Meteorological Services Singapore, 5, 34–42.

Simón-Moral A., Dipankar A., Roth M., Sánchez C., Velasco E. and Huang X.-Y. (2020) Application of MORUSES single layer urban canopy model in a tropical city: results from Singapore. Quarterly Journal of the Royal Meteorological Society, 146(727), 576–597. https://doi.org/10.1002/qj.3694.

Singh, J., Karmakar, S., PaiMazumder, D., Ghosh, S. and Niyogi, D. (2020) Urbanization alters rainfall extremes over the contiguous United States. Environmental Research Letters, 15(7), 074033. https://doi.org/10.1088/1748-9326/ab8980.

Smith, R.N.B. (1990) A scheme for predicting layer cloud and their water content in a general circulation model. Quarterly Journal of the Royal Meteorological Society, 116(492), 435–460.

Van Den Heever S.C. and Cotton W.R. (2007) Urban aerosol impacts on downwind convective storms. Journal of Applied Meteorology and Climatology 46(6), 828–850.

Wang, D., Jiang, P., Wang, G., Wang, D. (2015) Urban extent enhances extreme precipitation over the Pearl River Delta, China. Atmospheric Science Letters, 16(3), 310–317. https://rmets. onlinelibrary.wiley.com/doi/full/10.1002/asl2.559

Zhang, C.L., Chen, F., Miao, S.G., Li, Q.C., Xia, X.A. and Xuan, C.Y. (2009) Impacts of urban expansion and future green planting on summer precipitation in the Beijing metropolitan area. Journal of Geophysical Research, 114(D2). https://agupubs.onlinelibrary. wiley.com/doi/full/10.1029/2008JD010328.

Zhang, W., Villarini, G., Vecchi, G.A. and Smith, J.A. (2018) Urban- ization exacerbated the rainfall and flooding caused by hurricane Harvey in Houston. Nature, 563, 384–388.

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