Abstract
This research was aimed at addressing aspects related to variation in the amount of precipitation during the period from 1986 to 2011 in the Paraná River Hydrographical Basin, Brazil, for 32 meteorological stations using 11 climate indices created by the ETCCDI (Expert Team, ET, on Climate Change Detection and Indices, ETCCDI). The daily rainfall data were organized in spreadsheets, which were subjected to an intense quality control and an accurate historical research. For each pluviometric index, we have estimated the trends and the statistical significant of the slopes have been calculated. The results confirm that an increase in total precipitation in almost all analyzed stations was registered, and the extreme precipitations were the main contributors to such additions. In fact, the significant increase in total annual rainfall in north-central sector of the basin are related to higher rates of heavy rain, mainly above 95th percentile, as well as to the highest event of rainfall above 10 mm. Instead the northern part of the region, showed declining trends of extreme rainfall, caused mainly by the reduction in the rainfall occurrences over 95th percentile. In order to evaluate the impact that the increasing extreme rainfall may cause in large urban centers, we have investigated the data of two municipalities (Curitiba, PR and Goiânia, GO-Brazil), where the positive trend can cause inconvenience to the population (floods and inundations) suggesting, at least, the need of implementation of more effective urban planning for the future.
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References
Acquaotta F, Fratianni S (2013) Analysis on Long Precipitation Series in Piedmont (North-West Italy). Am J Clim Change 2:14–24. doi:10.4236/ajcc.2013.21002
Acquaotta F, Fratianni S (2014) The importance of the quality and reliability of the historical time series for the study of climate change. Revista Brasileira de Climatologia 14:20–38
Acquaotta F, Fratianni S, Cassardo C, Cremonini R (2009) On the continuity and climatic variability of meteorological stations in Torino, Asti, Vercelli and Oropa. Meteorog Atmos Phys 103:279–287. doi:10.1007/s00703-008-0333-4
Acquaotta F, Fratianni S, Garzena D (2014) Temperature changes in the North-Western Italian Alps from 1961 to 2010. Theor Appl Climatol. doi:10.1007/s00704-014-1316-7
Aguilar E, Peterson TC, Ramírez Obando P et al. (2005) Changes in precipitation and temperature extremes in Central America and Northern South America, 1961–2003. Journal of Geophysical Research, 110. doi: 10.1029/2005JD006119
Alexander LV, Zhang X, Peterson TC et al (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res 111:D05109. doi:10.1029/2005JD006290
Alexander LV, Tapper N, Zhang X et al (2009) Climate extremes: progress and future directions. Int J Climatol 29:317–319
ANA Agência Nacional de Águas (2013) http://www.ana.gov.br/mapainicial/pgMapaL.asp
ANEEL Agência Nacional de Energia Elétrica (2013b). http://www.aneel.gov.br/area.cfm?id_area=110
ANEEL AgênciaNacional de Energia Elétrica (2013a). http://www.aneel.gov.br/arquivos/PDF/atlas3ed.pdf
Barros VR, Doyle ME, Camilloni IA (2008) Precipitation trends in southeastern South America: relationship with ENSO phases and with low-level circulation. Theor Appl Climatol 93:19–33
Besselaar EJM, Klein Tank AMG, Buishand TA (2012) Trends in European precipitation extremes over 1951–2010. Int J Climatol 33:2682–2689
Boin MN (2000) Chuvas e Erosões do Oeste Paulista: uma análise climatológica aplicada. (Doutorado em Geociências e Meio Ambiente) – Instituto de Geociências e Ciências Exatas, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Rio Claro
Boulanger JP, Leloup J, Penalba O, Rusticucci M, Lafon F, Vargas W (2005) Observed Precipitation in the Paraná—Plata Hydrological Basin: long-term trends, extreme conditions and ENSO teleconnections. Clim Dyn 24:393–413
Camilloni IA, Barros VR (2003) Extreme discharge events in the Paraná River and their climate forcing. J Hydrol 278:94–106
Correntino M (2007) Características hidrográficas e dinâmica fluvial. In: revisão e detalhamento da Carta de Risco e Planejamento do Meio Físico do Município de Goiânia.
Cunico C, Glufke D, Kröker R, Rakssa M, Danni-Oliveira IM, Fraga N (2002) Episódios Chuvosos e seus Impactos em Curitiba/PR (1999/2000). Anais do V Simpósio Brasileiro de Climatologia Geográfica, Curitiba, pp 615–623
INMET Instituto Nacional de Meteorologia (2009) Normais Climatológicas do Brasil 1961–1990. http://www.inmet.gov.br/portal/index.phpr=clima/normaisClimatologicas
INMET Instituto Nacional de Meteorologia (2013) Mapa da Rede de Estações. http://www.inmet.gov.br/portal/index.phpr=estacoes/mapaEstacoes
Dufek AS (2008) Índices de Extremos Climáticos de Temperatura e Chuva na América do Sul: clima presente e validação do modelo RegCM3. Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Departamento de Ciências Atmosféricas, Universidade de São Paulo.
Dufek AS, Ambrizzi T (2008) Precipitation variability in São Paulo state, Brazil. Theor Appl Climatol 93:167–178
Easterling DR, Meehl GA, Parmesan C, Changnon SA, Karl TR, Mearns LO (2000) Climate extremes: observations, modeling, and impacts. Atmos Sci 289:2068–2074
IBGE Instituto Brasileiro de Geografia e Estatística (2012) Estimativas populacionais para os municípios brasileiros em 01.07.2012. http://www.ibge.gov.br/home/estatistica/populacao/estimativa2012/estimativa_dou.shtm
Figueiró AS, Coelho Netto AL (2011) Climatic variability and pluviometric trends in a humid tropical environment at Resende municipality—middle Paraíba do Sul river valley (Rio de Janeiro—Brazil). Braz Geogr J: Geosci Humanities Res Medium 2:256–273
Fratianni S, Cassardo C, Cremonini R (2009) Climatic characterization of foehn episodes in Piedmont, Italy. Geografia Fisica e Dinamica del Quternaria 32:15–22
Fratianni S, Terzago S, Acquaotta F, Faletto M, Garzena D, Prola MC, Barbero S (2014) How snow and its physical properties change in a changing climate alpine context? Eng Geol Soc Territory 1:57–60. doi:10.1007/978-3-319-09300-0_11
Grimm AM, Barros VR, Doyle ME (2000) Climate variability in southern South America associated with El Niño and La Niña events. J Clim 13:35–58
Groisman PY, Karl TR, Easterling DR et al (1999) Changes in the probability of heavy the precipitation: important indicators of climatic change. Clim Chang 42:243–283
Groisman PY, Knight RW, Easterling DR, Karl TR, Hegerl GC, Razuvaev VN (2005) Trends in intense precipitation in the climate record. J Clim 18:1326–1350
Hack LP (2002) O clima urbano de Petrópolis - RJ - Análise dos impactos ambientais das chuvas de verão nas áreas de riscos e nas inundações. In: Sant’Anna Neto J L (Ed) Os climas das cidades brasileiras. Presidente Prudente, pp 89–114.
Haylock MR, Peterson TC, Alves LM et al (2006) Trends in total and extreme South American rainfall in 1960–2000 and links with sea surface temperature. J Clim 19:1490–1512
Hjemfelt MR (1982) Numerical simulation of the effects of St. Louis on mesoscale boundary-layer airflow and vertical air motion: simulations of urban vs. non-urban effects. J Appl Meteorol 21:1239–1257
Huff FA (1973) Precipitation modification by major urban areas. Bull Am Meteorol Soc 54:1220–1232
IPCC, Intergovernmental Panel on Climate Change (1990) Climate Change, Working Group 1. Cambridge University Press
IPCC, Intergovernmental Panel on Climate Change (1992) Climate Change, The Supplementary Report. Cambridge University Press
IPCC, Intergovernmental Panel on Climate Change (2001) Impacts, adaptation, and vulnerability: contribution of working group II to the third assessment report. Press, Cambridge University
IPCC (2007) Climate change 2007. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) The physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, United Kingdomand New York, USA, p 996
IPCC (2013) Summary for policymakers. Climate change 2013. In: Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) The physical science basis. Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, United Kingdom and New York, USA, p 29
Jauregui E, Romales E (1996) Urban effects on convective precipitation in Mexico City. Atmos Environ 30:3383–3389
Kalkstein LS, Smoyer KE (1993) The impact of climate change on human health: some international implications. Experientia 49:969–979
Karl TR, Nicholls N, Ghazi A (1999) CLIVAR/GCOS/WMO workshop on indices and indicators for climate extremes: workshop summary. Clim Chang 42:3–7
Klein Tank AMG, Können GP (2003) Trends in indices of daily temperature and precipitation extremes in Europe, 1946–99. J Clim 16:3665–3680
Klein Tank AMG, Wijngaard JB, Können GP et al (2002) Daily surface air temperature and precipitation dataset 1901–1999 for European Climate Assessment (ECA). Int J Climatol 22:1441–1453
Klein Tank AMG, Peterson TC, Quadir DA et al (2006) Changes in daily temperature and precipitation extremes in Central and South Asia. J Geophys Res 111, D16105. doi:10.1029/2005JD006316
Krepper CM, Zucarelli GV (2010) Climatology of water excesses and shortages in the La Plata Basin. Theor Appl Climatol 102:13–27
Kunkel KE, Pielke RA, Changnon SA (1999) Temporal fluctuations in weather and climate extremes that cause economic and human health impacts: a review. Bull Am Meteorol Soc 80:1077–1098
Liebmann B, Vera CS, Carvalho LMV, Camilloni IA, Hoerling MP, Allured D, Barros VR, Báez J, Bidegain M (2004) An observed trend in central South American precipitation. Am Meteorol Soc 17:4357–4367
Lombardo MA (1985) Ilhas de Calor nas Metrópoles: o exemplo de São Paulo. HUCITEC, São Paulo
Marengo JA (2008) Water and climate change. Estudos Avançados 22:83–96, University of São Paulo. ISSN 0103–4014
Marengo JA, Jones R, Alves LM, Valverde MC (2009) Future change of temperature and precipitation extremes in South America as derived from the PRECIS regional climate modeling system. Int J Climatol 29:2241–2255
Meehl GA, Karl T, Easterling DR et al (2000) An introduction to trends in extreme weather and climate events: observations, socioeconomic impacts, terrestrial ecological impacts, and model projections. Bull Am Meteorol Soc 8:413–416
Mendonça F, Danni-Oliveira IM (2007) Climatologia: noções básicas e climas do Brasil. Oficina de Textos, São Paulo
Moberg A, Jones PD, Lister D et al. (2006) Indices for daily temperature and precipitation extremes in Europe analyzed for the period 1901–2000. J Geophys Res 111:D22106. doi:10.1029/2006JD007103
Monteiro CAF (1962) Da necessidade de um caráter genético à classificação climática (algumas considerações metodológicas a propósito do estudo do Brasil Meridional). Rev Geogr 31:29–44
Monteiro CAF (1963a) O clima da Região Sul. Geografia regional do Brasil—Região Sul. Rio de Janeiro 1:117–169
Monteiro CAF (1963b) Sobre a análise geográfica de sequências de cartas de tempo: pequeno ensaio metodológico sobre o estudo do clima no escopo da geografia. Rev Geogr 31:169–179
Monteiro CAF (1964) Sobre um índice de participação das massas de ar e suas possibilidades de aplicação à classificação climática. Rev Geogr 33:59–69
Monteiro CAF (1973) A dinâmica climática e as chuvas no Estado de São Paulo: estudo geográfico sob a forma de atlas. USP/Igeog, São Paulo
Monteiro CAF (2000) A Dinâmica Climática e as Chuvas no Estado de São Paulo. UNESP, Ageteo, 1 CD-ROM.
Mueller B, Seneviratne SI (2012) Hot days induced by precipitation deficits at the global scale. Proc Natl Acad Sci 109:12398–12403
Penalba OC, Robledo FA (2010) Spatial and temporal variability of the frequency of extreme daily rainfall regime in the La Plata basin during the 20th century. Climate Change 98:531–550
Peterson TC, Coauthors (2001) Report on the Activities of the Working Group on Climate Change Detection and Related Rapporteurs 1998–2001. WMO, Rep. WCDMP-47, WMO-TD 1071, Geneve, Switzerland
Sen Roy S, Rouault M (2013) Spatial patterns of seasonal scale trends in extreme hourly precipitation in South Africa. Appl Geogr 39:151–157
Shepherd JM, Pierce H, Negri A (2002) Rainfall modification by major urban areas: observations from spaceborne rain radar on the TRMM satellite. J Appl Meteorol 41:689–701
Silva VBS, Berbery EH (2006) Intense rainfall events affecting the La Plata basin. J Hydrometeorol 7:769–787
Sneyers (1990) On the statistical analysis of series of observations. Geneva, WMO N 143, p 192.
Souza Filho EE, Stevaux JC, Jabur IC (1997) A história quaternária do rio Paraná. In: EDUEM (ed) A planície de inundação do alto rio Paraná. Maringá, 1, pp 46–62
Strahler AH (1951) Physical geography. John Wiley & Sons, New York
Terzago S, Cassardo C, Cremonini R, Fratianni S (2010) Snow precipitation and snow cover climatic variability for the period 1971–2009 in the southwestern Italian alps: the 2008–2009 snow season case study. Water 2:773–787. doi:10.3390/w2040773
Terzago S, Cremonini R, Cassardo C, Fratianni S (2012) Analysis of snow precipitation during the period 2000–09 and evaluation of a snow cover algorithm in SW Italian alps. Geografia Fisica e Dinamica Quaternaria 35:91–99
Terzago S, Fratianni S, Cremonini R (2013) Winter precipitation in western Italian alps (1926–2010): trends and connections with the North Atlantic/Arctic oscillation. Meteorog Atmos Phys 119:125–136
Venema VKC, Mestre O, Aguilar E et al (2012) Benchmarking homogenization algorithms for monthly data. Clim Past 8:89–115. doi:10.5194/cp8-89-2012
Vincent LA, Mekis E (2006) Changes in daily and extreme temperature and precipitation indices for Canada over the Twentieth Century. Atmosphere–ocean 44:177–193
Vincent LA, Peterson TC, Barros VR et al (2005) Observed trends in indices of daily temperature extremes in South America 1960–2000. J Clim 18:5011–5023
Walther GR, Post E, Convey P, Menze A et al (2002) Ecological responses to recent climate change. Nature 416:389–395. doi:10.1038/416389ª
Wang W, Shao Q, Yang T et al (2013) Changes in daily temperature and precipitation extremes in the Yellow River basin, China. Stoch Environ Res Risk Assess 27:401–421. doi:10.1007/s00477-012-0615-8
Yue S, Pilon P, Phinney B, Cavadias G (2002) The influence of autocorrelation on the ability to detect trend in hydrological series. Hydrol Process 16:1807–1829
Zandonadi L (2009) As Chuvas na Bacia do Paraná: aspectos temporais, espaciais e rítmicos. Instituto de Geociências e Ciências Exatas, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Rio Claro
Zandonadi L (2013) As chuvas na bacia hidrográfica do rio Paraná, Brasil: um estudo do ritmo climático e algumas considerações sobre a vazão hídrica. Tese de Doutorado - Universidade Estadual Paulista “Júlio de Mesquita Filho” Instituto de Geociencias e Ciencias Exatas
Zanella ME (2006) Inundações Urbanas em Curitiba/Pr: impactos, riscos e vulnerabilidade socioambiental no Bairro Cajuru. Tese de doutorado em Meio Ambiente e Desenvolvimento, Universidade Federal do Paraná.
Zavatini JA (1990) A Dinâmica Atmosférica e a Distribuição das Chuvas no Mato Grosso do Sul. Faculdade de Filosofia, Letras e Ciências Humanas, Universidade de São Paulo, São Paulo.
Zavattini JA (2009) As Chuvas e as Massas de Ar no Estado de Mato Grosso do Sul: estudo geográfico com vista à regionalização climática. São Paulo: Editora Cultura Acadêmica, Rio Claro: Editora Unesp. ISBN 978-85-7983-002-0
Zavattini JA, Boin MN (2013) Climatologia Geográfica: teoria e prática de pesquisa. Editora Alínea, Campinas. ISBN 978-85-7516-611-6
Zhang X, Yang F (2004) RClimDex (1.0) User Guide. Climate Research Branch Environment Canada: Downs view, Ontario, Canada
Zhang X, Hegerl G, Zwiers FW, Kenyon J (2005) Avoiding inhomogeneity in percentile-based indices of temperature extremes. J Clim 18:1641–1651
Acknowledgments
The authors would like to thank the Universidade Estadual Paulista, campus Rio Claro (Brazil) and the University of Torino (Italy), for allowing, by means of their professors and researchers, the initiative for the covenant between these two universities become a reality. The authors also thank the National Institute of Meteorology—INMET, a Brazilian government agency, for providing the pluviometric data used in this research and to the São Paulo Research Foundation—FAPESP, an agency promoting scientific and technological research in Brazil, which is responsible for funding this research by means of a scholarship of encouragement to internships and research abroad.
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Zandonadi, L., Acquaotta, F., Fratianni, S. et al. Changes in precipitation extremes in Brazil (Paraná River Basin). Theor Appl Climatol 123, 741–756 (2016). https://doi.org/10.1007/s00704-015-1391-4
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DOI: https://doi.org/10.1007/s00704-015-1391-4