dc.creator | Porto de Carvalho J.R. | |
dc.creator | Assad E.D. | |
dc.creator | de Oliveira A.F. | |
dc.creator | Silveira Pinto H. | |
dc.date | 2014 | |
dc.date | 2015-06-25T17:55:59Z | |
dc.date | 2015-11-26T14:41:49Z | |
dc.date | 2015-06-25T17:55:59Z | |
dc.date | 2015-11-26T14:41:49Z | |
dc.date.accessioned | 2018-03-28T21:49:03Z | |
dc.date.available | 2018-03-28T21:49:03Z | |
dc.identifier | | |
dc.identifier | Weather And Climate Extremes. Elsevier, v. 5, n. 1, p. 7 - 15, 2014. | |
dc.identifier | 22120947 | |
dc.identifier | 10.1016/j.wace.2014.10.001 | |
dc.identifier | http://www.scopus.com/inward/record.url?eid=2-s2.0-84922450310&partnerID=40&md5=00eb42fd6b4a9b98e2abd44b41eee494 | |
dc.identifier | http://www.repositorio.unicamp.br/handle/REPOSIP/86932 | |
dc.identifier | http://repositorio.unicamp.br/jspui/handle/REPOSIP/86932 | |
dc.identifier | 2-s2.0-84922450310 | |
dc.identifier.uri | http://repositorioslatinoamericanos.uchile.cl/handle/2250/1251017 | |
dc.description | The aim of this study was to model, based on the overall distribution of extreme values, the probability of occurrence of a particular level of annual maximum daily rainfall in three Brazilian regions (Midwest, Southeast and South) and study their behavior over the past 71 years. The parameters of the general distribution of extreme values were estimated by the maximum likelihood method. The Mann-Kendall test showed that there is a positive trend in the annual maximum daily rainfall data series. The non-stationarity was rejected by the augmented Dickey-Fuller test supporting the use of the density function of extreme value distribution to describe the values of the occurrence of annual maximum daily rainfall. The Kolmogorov-Smirnov/Lilliefors goodness-of-fit test showed the good fit of the studied variable to the probability distribution function. The Midwest region has a return period of more frequent annual maximum daily rainfall below 300. mm in comparison with other regions. There is a clear change in the behavior of this extreme event in the Southern region. According to the literature, in past decades annual maximum daily rainfall of 248. mm has been estimated for a return period of 100 years for the state of Santa Catarina-South region, while the results found with the current series, annual maximum daily rainfall of 250. mm was estimated for a return period of 10 years. Extreme annual maximum daily rainfalls for return periods smaller were also found in other regions. | |
dc.description | 5 | |
dc.description | 1 | |
dc.description | 7 | |
dc.description | 15 | |
dc.description | Aguilar, E., Barry, A.A., Brunet, M., Ekang, L., Fernandes, A., Massoukina, M., Mbah, J., Zhang, X., Changes in temperature and precipitation extremes in western central Africa, Guinea Conakry, and Zimbabwe, 1955-2006 (2009) J. Geophys. Res., 114 | |
dc.description | Alexander, L.V., Zhang, X., Peterson, T.C., Caesa, J., Gleason, B., Klein Tank, A.M.G., Haylock, M., Vazquez-Aguirre, J.L., Global observed changes in daily climate extremes of temperature and precipitation (2006) J. Geophys. Res., 2006, p. 111 | |
dc.description | Alexandersson, H., A homogeneity test applied to precipitation data (1986) J. Clim., 6, pp. 661-675 | |
dc.description | (2011), http://www.ana.gov.br/portalsnirh/Esta%C3%A7%C3%B5esdaANA/tabid/359/Default.aspx, Agência Nacional de Águas-Sistema Nacional de Informações sobre Recursos Hídricos. Accessed in December 2011Assad, E.D., (1994), p. 423. , Chuvas no cerrado: analise e espacialização. EMBRAPA-CPAC, SPI, BrasíliaAssad, E.D., Evangelista, B., Silva, F.A.M., Cunha, S.A.R., Alves, E.R., Lopes, T.S.S., Pinto, H.S., Zullo Junior, J., Zoneamento agroclimático para a cultura do café (Coffea arabica L.) no Estado de Goiás e sudoeste do Estado da Bahia (2001) Rev. Bras. Agrometeorol., 9, pp. 510-518 | |
dc.description | Assad, E.D., Masutomo, R., Lopes Assad, M.L., Estimativas das predipitações máximas prováveis com duração de 24 horas e de 30 minutos. Caso dos cerrados brasileiro (1992) Pesq. Agropec. Bras, 27, pp. 677-686 | |
dc.description | Back, A.J., Seleção de distribuição de probabilidade para chuvas diárias extremas do estado de Santa Catarina (2001) Rev. Bras. Meteorol., 16, pp. 211-222 | |
dc.description | Bautista, E.A., (2002), A distribuição generalizada de valores extremos no estudo da velocidade máxima do vento em Piracicaba. SP. Dissertation. ESALQ/USPBeijo, L.A., Avelar, F.G., Distribuição generalizada de valores extremos no estudo de dados climáticos: Uma breve revisão (2010) Revista Estatística UFOP, 1, pp. 10-16 | |
dc.description | Bernier, N.B., Thompson, J.O., Ritchie, H., Mapping the return periods of extreme sea levels: allowing for short sea level records, seasonality, and climate change (2007) Global Planet. Change, 57, pp. 139-150 | |
dc.description | Bertol, I., Avaliação da erosividade da chuva na localidade de Campos Novos (SC) no período de 1998-1990 (2000) Pesq. Agropec. Bras, 29, pp. 1453-1458 | |
dc.description | Blain, G.C., Moraes, S.O., Caracterização estatística de oito séries de precipitação pluvial máxima diária da secretaria de agricultura e abastecimento do estado de São Paulo (2011) Rev. Bras. Meteorol., 26, pp. 225-234 | |
dc.description | Brown, S.J., Caesar Ferro, C.A.T., Global changes in extreme daily temperature since 1950 (2008) J. Geophys. Res., p. 113 | |
dc.description | Caires, S., Swail, V.R., Wang, X.L., Projection and analysis of extreme wave climate (2006) J. Clim., 19, pp. 5581-5605 | |
dc.description | Carvalho, L.M.V., Jones, C., Silva, A.E., Liebmann, B., Silva Dias, P.L., The South American Monsoon System and the 1970s climate transition (2010) Int. J. Climatol., 31, pp. 1248-1256 | |
dc.description | Casa, A.C.D.L., Nasello, O.B., Low frequency oscillation of rainfall in Córdoba, Argentina, and its relation with solar cycles and cosmic rays (2012) Atmos. Res., 113, pp. 140-146 | |
dc.description | Chaves, H.M.L., Piau, L.P., Efeito da variabilidade da precipitação pluvial e do uso e manejo do solo sobre o escoamento superficial e o aporte de sedimento de uma bacia hidrográfica do Distrito Federal (2008) R. Bras. Ci. Solo, 32, pp. 333-343 | |
dc.description | Coles, S.G., Tawn, J.A., Modeling extremes of the areal rainfall process (1996) J. R. Stat. Soc. Ser. B: Methodological, 58, pp. 329-347 | |
dc.description | Coles, S., (2004) An Introduction to Statistical Modeling of Extreme Values, , Springer, London | |
dc.description | Colodro, G., Carvalho, M.P., Roque, C.G., Prado, R.M., (2002) Erosividade da chuva: distribuição e correlação com a precipitação pluviométrica de Teodoro Sampaio (SP) Revista Brasileira de Ciência do Solo, 26, pp. 809-818 | |
dc.description | Costa, A.C., Soares, A., Trends in extreme precipitation indices derived from a daily rainfall database for the South of Portugal (2009) Int. J. Climatol., 29, pp. 1956-1975 | |
dc.description | (2012), http://enos.cptec.inpe.br, Centro de previsão de tempo e estudos climáticos. El Niño e La Niña. Accessed in December 2012Dawson, T.H., Maximum wave crests in heavy seas (2000) J. Offshore Mech. Arct. Eng.-Trans. AMSE, 122, pp. 222-224 | |
dc.description | Dickey, D.A., Fuller, W.A., Likelihood ratio statistics for autoregressive time series with a unit root (1981) Econometrica, 49, pp. 1057-1072 | |
dc.description | Dickey, D.A., Fuller, W.A., Distribution of the estimators for autoregressive time series with unit root (1979) J. Am. Stat. Assoc., 74, pp. 427-431 | |
dc.description | Feng, S., Nadarajah, S., Hu, Q., Modeling annual extreme precipitation in China using generalized extreme value distribution (2007) J. Meteorol. Soc. Jpn., 85, pp. 599-613 | |
dc.description | Guttorp, P., Xu, J., Climate change, trends in extreme, and model assessment for a long temperature time series from Sweden (2011) Environmetrics, 22, pp. 456-463 | |
dc.description | Heaton, M.J., Katzfuss, M., Ramachandar, S., Pedings, K., Gilleland, E., Mannshardt-Shamseldin, E., Smith, R.L., Spatio-temporal models for large-scale indicators of extreme weather (2011) Environmetrics, 22, pp. 294-303 | |
dc.description | Heino, R., (1994) Climate in Finland During the Period of Meteorological Observations. Finnish Meteorological Institute Contributions, 12, p. 209. , Finnish Meteorological Institute | |
dc.description | Hundecha, Y., ST-Hilaire, A., TBMJ, O., Adlouni, S., Ganchon, P., A nonstationary extreme value analysis for the assessment of changes in extreme annual wind speed over the Gulf of St. Lawrence, Canada (2008) J. Appl. Meteorol. Climatol., 47, pp. 2745-2759 | |
dc.description | Managing the risks of extreme events and disasters to advance climate change adaptation (2012) A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change, p. 582. , Cambridge University Press, Cambridge, UK, and New York, NY, USA, C.B. Field, V. Barros, T.F. Stocker, D. Qin, D.J. Dokken, K.L. Ebi, M.D. Mastrandrea, K.J. Mach, G.K. Plattner, S.K. Allen, M. Tignor, P.M. Midgley (Eds.) | |
dc.description | Jenkinson, A.F., The frequency distribution of the annual maximum (or minimum) values of meteorological elements (1955) Q. J. R. Meteorol. Soc., 81, pp. 158-171 | |
dc.description | Koutsoyiannis, D., Statistics of extremes and estimation of extreme rainfall: I. Theoretical investigation (2004) Hydrol. Sci. J., 49, pp. 575-590 | |
dc.description | Lavenda, B.H., Cipollone, E., Extreme value statistics and thermodynamics of earthquakes: aftershock sequences (2000) Ann. Geofis., 43, pp. 967-982 | |
dc.description | Leadbetter, M.R., Lindgrren, G., Rootzén, H., (1983) Extremes and Related Properties of Random Sequences and Series, , Springer Verlag, New York, NY | |
dc.description | Lombardi Neto, F., Moldenhauer, W.C., Erosividade da chuva: sua distribuição e relação com as perdas de solo em Campinas (1992) Bragrantia, 51, pp. 189-196 | |
dc.description | Mann, H.B., Nonparametric tests against trend (1945) Econometrica, 13, pp. 245-259 | |
dc.description | Mannshardt-Shamseldin, E.C., Smith, R.L., Sain, S.R., Mearns, L.O., Cooley, D., Downscaling extremes: a comparison of extreme value distributions in point-source and gridded precipitation data (2010) Ann. Appl. Stat, 4, pp. 484-502 | |
dc.description | Marengo, J.A., Interdecadal variability and trends of rainfall across the Amazon basin (2004) Theor. Appl. Climatol., 78, pp. 79-96 | |
dc.description | Marengo, J.A., Tomasella, J., Soares, W., Alves, L., Nobre, C., Extreme climatic events in the Amazon basin (2011) Theor. Appl. Climatol. | |
dc.description | Markose, S., Alentorn, A., (2005) The Generalized Extreme Value (GEV) Distribution, Implied Tail Index and Option Pricing. Department of Economics, Centre for Computational Finance and Economics Agents (CCFEA), p. 37. , University of Essex | |
dc.description | Mello, C.R.D., Sá, M.A.C.D., Curi, N., Mello, J.M.D., Viola, M.R., Silva, A.M.D., Erosividade mensal e anual da chuva no Estado de Minas Gerais (2007) Pesq. Agropec. Bras., 42, pp. 537-545 | |
dc.description | Mendes, B.V.M., (2004) Introdução à análise de eventos extremos, , E-papers Serviços Editoriais, Rio de Janeiro | |
dc.description | Menedez, M., Menedez, F.J., Losada, I.J., Graham, N.E., Variability of extreme wave heights in the northeast Pacific Ocean (2008) Geophys. Res. Lett., 35. , (27 November) | |
dc.description | Michaelides, S.C., Tymvios, F.S., Michaelidou, T., Spatial and temporal characteristics of the annual rainfall frequency distribution in Cyprus (2009) Atmos. Res., 94, pp. 606-615 | |
dc.description | Miroslava, U., The extreme value distribution of rainfall data at Belgrade, Yugoslavia (1992) Atmósfera, 5, pp. 47-56 | |
dc.description | Moreti, D., Carvalho, M.P., Mannigel, A.R., Medeiros, L.R., Importantes características de chuva para a conservação do solo e da água no município de São Manuel (SP) (2003) Rev. Bras. Ciênc. Solo, 27, pp. 713-725 | |
dc.description | Nadarajah, S., Choi, D., Maximum daily rainfall in South Korea (2007) J. Earth Syst. Sci., 116, pp. 311-320 | |
dc.description | (2012), http://www.ncdc.noaa.gov/cmb-faq/globalwarming.html, National Climatic Data Center - Global Warming - Frequently Asked Questions. (accessed in December 2012)Roberts, S.J., Extreme value statistics for novelty detection in biomedical data processing (2000) IEE Proc.: Sci. Meas. Technol., 147, pp. 363-367 | |
dc.description | Romkens, M.J.M., Helming, K., Prasad, S.N., Soil erosion under different rainfall intensities, surface roughness and soil water regimes (2001) Catena, 46, pp. 103-123 | |
dc.description | Rusticucci, M., Observed and simulated variability of extreme temperature events over South America (2012) Atmos. Res., 106, pp. 1-17 | |
dc.description | Sahin, S., Cigizoglu, H.K., Homogeneity analysis of Turkish meteorological data set (2010) Hydrol. Processes, 24, pp. 981-992 | |
dc.description | Sansigolo, C.A., Distribuições de extremos de precipitação diária, temperatura máxima e mínima e velocidade do vento em Piracicaba, SP (1917-2006) (2008) Rev. Bras. Meteorol., 23, pp. 341-346 | |
dc.description | (2008), http://support.sas.com/documentation/onlinedoc/%20graph/index.html, SAS/GRAPH 9.2: Statistical Graphics Procedures Guide. (accessed in April 2012)(2010), SAS/ETS® 9.22 User's Guide. Cary, NC: SAS Institute IncShahid, S., Harun, S.B., Katimon, A., Changes in diurnal temperature range in Bangladesh during the time period 1961-2008 (2012) Atmos. Res., 118, pp. 260-270 | |
dc.description | Shukla, R., Trivedi, M., Kumar, M., On the proficient use of GEV distribution: a case study of subtropical monsoon region in India (2010) Anale. Seria Informatica. VIII, pp. 81-92 | |
dc.description | Stepánek, P.M., (2008), AnClim-Software for Time Series Analysis. Dept. of Geography, Fac. of Natural Sciences, MU, Brno. 1.47 MBSubash, N., Singha, S.S., Priya, N., Extreme rainfall indices and its impact on rice productivity-a case study over sub-humid climatic environment (2011) Atmos. Res., 98, pp. 1373-1387 | |
dc.description | Subash, N., Singha, S.S., Priya, N., Variability of rainfall and effective onset and length of the monsoon season over a sub-humid climatic environment (2011) Atmos. Res., 99, pp. 479-487 | |
dc.description | Szolgay, J., Parajka, J., Kohnová, S., Hlavčová, K., Comparison of mapping approaches of design annual maximum daily precipitation (2009) Atmos. Res., 92, pp. 289-307 | |
dc.description | Thom, H.C.S., Some Methods of Climatological Analysis (1966) Geneve: World Meteorological Organization, p. 53. , (WMO, 199, TP, 103, Technical note, 81) | |
dc.description | Tuomenvirta, H., Homogeneity testing and adjustment of climatic time series in Finland (2002) Geophysica, 38 (1-2), pp. 15-41 | |
dc.description | VanDen Brink, H.W., Konen, G.P., Opsteegh, J.D., Statistics of extreme synoptic-scale wind speeds in ensemble simulations of current and future climate (2004) J. Clim., 17, pp. 4564-4574 | |
dc.description | Vieira, S.R., Lombardi Neto, F., Variabilidade espacial do potencial de erosão das chuvas do estado de São Paulo (1995) Bragantia, 54, pp. 405-412 | |
dc.description | Wald, A., Wolfowitz, J., On a test whether two samples are from the same population (1940) Ann. Math. Stat, 11, pp. 147-162 | |
dc.description | Wilks, D.S., (2006) Theoretical probability distributions. In: Statistical Methods in the Atmospheric Sciences, , Academic Press, San Diego | |
dc.description | Willems, P., Arnbjerg-Nielsen, K., Olsson, J., Nguyen, V.T.V., Climate change impact assessment on urban rainfall extremes and urban drainage: methods and shortcomings (2012) Atmos. Res., 103, pp. 106-118 | |
dc.description | Zalina, M.D., Desa, M.N.M., Nguyen, V.T.V., Kassim, A.H.M., Selecting a probability distribution for extreme rainfall series in Malaysia (2002) Water Sci. Technol., 45, pp. 63-68 | |
dc.description | Zhang, X.C., Liu, W.Z., Simulating potential response of hydrology, soil erosion, and crop productivity to climate change in Changwu tableland region on the Loess Plateau of China (2005) Agric. For. Meteorol., 131 (3-4), pp. 127-142 | |
dc.language | en | |
dc.publisher | Elsevier | |
dc.relation | Weather and Climate Extremes | |
dc.rights | aberto | |
dc.source | Scopus | |
dc.title | Annual Maximum Daily Rainfall Trends In The Midwest, Southeast And Southern Brazil In The Last 71 Years | |
dc.type | Artículos de revistas | |