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This paper performed a streamflow drought climatology considering some of the most important rivers of Southern South America, a region highly vulnerable to climatic variations, based on the analysis of monthly streamflow records. The standardized hydrological drought index (SHDI) was used in order to depict the main characteristics of droughts—number of drought events, mean duration, and mean severity—over the period 1961–2006. Firstly, the suitability of this index based on the two-parameter gamma distribution was evaluated, considering that the use of the SHDI has been limited over the region. The regional aspects of streamflow droughts were identified through a clear relationship between drought frequency and its duration, indicating different temporal variations in streamflow records over the study area. Spatial patterns exhibit heterogeneous features in terms of streamflow drought severity and can be associated to the geographical characteristics of the basins. Observed trends in the SSI are in line with the increases in precipitation totals over the second half of the twentieth century over much of the study area. Nevertheless, drought conditions are observed more often in the basins south of 40°S, in line with recent trends in large-scale climatic oscillations. The streamflow drought characteristics can provide critical values for different water-based activities, as also information to develop strategic plans that are needed for adequate water resource management considering the different climatic features over Southern South America. © 2017, Springer-Verlag GmbH Austria.


Documento: Artículo
Título:Spatio-temporal assessment of streamflow droughts over Southern South America: 1961–2006
Autor:Rivera, J.A.; Penalba, O.C.
Filiación:Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales (IANIGLA), Av. Ruiz Leal s/n, Parque General San Martín, Mendoza, 5500, Argentina
Universidad Juan Agustín Maza, Av. Acceso Este, Lateral Sur 2245, Guaymallén, Mendoza, 5519, Argentina
Departamento de Ciencias de la Atmósfera y los Océanos, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Intendente Güiraldes 2160, Pabellón 2, 2° Piso – Cuidad Universitaria, Buenos Aires, C1428EGA, Argentina
Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Av. Rivadavia 1917, Buenos Aires, C1033AAJ, Argentina
Palabras clave:Streamflow droughts; Temporal variability; Water resources; climatology; drought; regional climate; spatiotemporal analysis; streamflow; temporal variation; water management; water resource; South America
Página de inicio:1021
Página de fin:1033
Título revista:Theoretical and Applied Climatology
Título revista abreviado:Theor. Appl. Climatol.


  • Alexandersson, H., A homogeneity test applied to precipitation data (1986) J Climatol, 6, pp. 661-675
  • Amor, L.G., Carrasco, A., Ibáñez, J.C., Using and testing drought indicators (2009) Coping with drought risk in agriculture and water supply systems. Drought Management and Policy Development in the Mediterranean, pp. 55-65. , Iglesias A, Garrote L, Cancelliere A, Cubillo F, Wilhite D, (eds), Springer Netherlands, Dordrecht
  • Anderson, T.W., Darling, D.A., Asymptotic theory of certain “goodness of fit” criteria based on stochastic processes (1952) Ann Math Stat, 23, pp. 193-212
  • Andreadis, K.M., Lettenmaier, D.P., Trends in 20th century drought over the continental United States (2006) Geophys Res Lett, 33, p. L10403
  • Barker, L.J., Hannaford, J., Chiverton, A., Svensson, C., From meteorological to hydrological drought using standardised indicators (2016) Hydrol Earth Syst Sci, 20, pp. 2483-2505
  • Barros, V., Silvestri, G.E., The relation between sea surface temperature at the subtropical south-central Pacific and precipitation in southeastern South America (2002) J Clim, 15, pp. 251-267
  • Barros, V.R., Castañeda, M.E., Doyle, M.E., Recent precipitation trends in soUthern South America East of the Andes: an indication of a mode of climatic variability (2000) Southern hemisphere paleo and neoclimates, pp. 187-206. , Smolka, Volkheimer W, (eds), Springer Berlin Heidelberg, New York
  • Bianchi, L., Rivera, J., Rojas, J., Britos Navarro, M., Villalba, R., A regional water balance indicator inferred from satellite images of an Andean endorheic basin in central-western Argentina (2017) Hydrol Sci J, 62 (4), pp. 533-545
  • Blain, G.C., Meschiatti, M.C., Inadequacy of the gamma distribution to calculate the Standardized Precipitation Index (2015) Revista Brasileira de Engenharia Agrícola e Ambiental, 19 (12), pp. 1129-1135
  • Carril, A.F., Cavalcanti, I.F.A., Menéndez, C.G., Sörensson, A., López-Franca, N., Rivera, J.A., Robledo, F., Zamboni, L., Extreme events in La Plata basin: a retrospective analysis of what we have learned during CLARIS-LPB project (2016) Clim Res, 68, pp. 95-116
  • Cavalcanti, I.F.A., Carril, A., Penalba, O., Grimm, A.M., Menendez, C., Sánchez, E., Cherchi, A., Flach, R., Precipitation extremes over La Plata Basin—review and new results from observations and climate simulations (2015) J Hydrol, 523, pp. 211-230
  • Compagnucci, R.H., Araneo, D.C., Identificación de áreas de homogeneidad estadística para los caudales de ríos andinos argentinos y su relación con la circulación atmosférica y la temperatura superficial del mar (2005) Meteor-Forschung, 30 (1-2), pp. 41-53
  • Cuya, D.G.P., Brandimarte, L., Popescu, I., Alterach, J., Peviani, M., A GIS-based assessment of maximum potential hydropower production in La Plata Basin under global changes (2013) Renew Energy, 50, pp. 103-114
  • Dehghani, M., Saghafian, B., Nasiri Saleh, F., Farokhnia, A., Noori, R., Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte-Carlo simulation (2014) Int J Climatol, 34, pp. 1169-1180
  • Díaz, E., Rodríguez, A., Dölling, O., Bertoni, J.C., Smrekar, M., Identificación y caracterización de sequías hidrológicas en Argentina (2016) Tecnología y Ciencias del Agua, 7 (1), pp. 125-133
  • Doyle, M.E., Barros, V.R., Attribution of the river flow growth in the Plata Basin (2011) Int J Climatol, 31, pp. 2234-2248
  • Fernández, H.W., Buscemi, N.H., Análisis y caracterización de sequías hidrológicas en el Centro Oeste de Argentina (2000) Proceedings of the XVIII Congreso Nacional Del Agua (CONAGUA). Universidad Nacional De Santiago Del Estero, , Termas de Río Hondo, CD-ROM
  • Fernández-Larrañaga, B., Identificación y caracterización de sequías hidrológicas en Chile Central (1997) Ingeniería del Agua, 4 (4), pp. 37-46
  • Feyen, L., Dankers, R., Impact of global warming on streamflow drought in Europe (2009) J Geophys Res, 114, p. D17116
  • Gan, M., Rao, V., Surface cyclogenesis over South America (1991) Mon Wea Rev, 119, pp. 1293-1302
  • Garreaud, R.D., Vuille, M., Compagnucci, R., Marengo, J., Present-day South American climate (2009) Palaeogeogr Palaeoclimatol Palaeoecol, 281, pp. 180-195
  • Hamed, K.H., Rao, A.R., A modified Mann-Kendall trend test for autocorrelated data (1998) J Hydrol, 204 (1-4), pp. 182-196
  • Hayes, M., Svoboda, M., Wall, N., Widham, M., The Lincoln declaration on drought indices: universal meteorological drought index recommended (2011) Bull Am Meteorol Soc, 92 (4), pp. 485-488
  • Heim, R.R., A review of twentieth century drought indices used in the United States (2002) Bull Am Meteorol Soc, 83, pp. 1149-1165
  • Hisdal, H., Tallaksen, L., Estimation of regional meteorological and hydrological drought characteristics: a case study for Denmark (2003) J Hydrol, 281, pp. 230-247
  • Kane, R.P., Spectral characteristics and ENSO relationship of the Paraná river streamflow (2005) Mausam, 56 (2), pp. 367-374
  • Khaliq, M.N., Ouarda, T.B.M.J., Gachon, P., Identification of temporal trends in annual and seasonal low flows occurring in Canadian rivers: the effect of short- and long-term persistence (2009) J Hydrol, 369, pp. 183-197
  • Kulkarni, A., Von Storch, H., Monte-Carlo experiments on the effect of serial correlation on the Mann-Kendall test for trend (1995) Meteorol Z, 4 (2), pp. 82-85
  • Laio, F., Cramer–von Mises and Anderson-Darling goodness of fit tests for extreme value distributions with unknown parameters (2004) Water Resour Res, 40, p. W09308
  • Lloyd-Hughes, B., Saunders, M.A., A drought climatology for Europe (2002) Int J Climatol, 22 (13), p. 15711592
  • Marshall, G.J., Trends in the southern annular mode from observations and Reanalyses (2003) J Clim, 16, pp. 4134-4143
  • Masiokas, M., Villalba, R., Luckman, B., Le Quesne, C., Aravena, J.C., Snowpack variations in the Central Andes of Argentina and Chile, 1951-2005: large-scale atmospheric influences and implications for water resources in the region (2006) J Clim, 19, pp. 6334-6352
  • McKee, T.B., Doesken, N.J., Kleist, J., The relationship of drought frequency and duration to time scales (1993) Proceedings of the Eight Conference on Applied Climatology, pp. 179-184. , American Meteorological Society, Anaheim
  • Nalbantis, I., Tsakiris, G., Assessment of hydrological drought revisited (2009) Water Resour Manag, 23, pp. 881-897
  • Núñez, J., Rivera, D., Oyarzún, R., Arumí, J.L., On the use of standardized drought indices under decadal climate variability: critical assessment and drought policy implications (2014) J Hydrol, 517, pp. 458-470
  • Penalba, O.C., Rivera, J.A., Future changes in drought characteristics over southern South America projected by a CMIP5 ensemble (2013) Am J Clim Chang, 2 (3), pp. 173-182
  • Penalba, O.C., Rivera, J.A., Precipitation response to El Niño/La Niña events in Southern South America—emphasis in regional drought occurrences (2016) Adv Geosci, 42, pp. 1-14
  • Penalba, O.C., Rivera, J.A., Pántano, V.C., The CLARIS LPB database: constructing a long-term daily hydro-meteorological dataset for La Plata Basin, Southern South America (2014) Geosci Data J, 1, pp. 20-29
  • Rangecroft, S., Van Loon, A.F., Maureira, H., Verbist, K., Hannah, D.M., Multi-method assessment of reservoir effects on hydrological droughts in an arid region (2016) Earth Syst Dynam Discuss
  • Rivera, J.A., (2014) Aspectos climatológicos de las sequías meteorológicas en el sur de Sudamérica. Análisis regional y proyecciones futuras, ,, University of Buenos Aires, Accessed 7 October 2016
  • Rivera, J.A., Penalba, O.C., Trends and spatial patterns of drought affected area in southern South America (2014) Climate, 2, pp. 264-278
  • Rivera, J.A., Araneo, D.C., Penalba, O.C., Threshold level approach for streamflow droughts analysis in the Central Andes of Argentina: a climatological assessment (2017) Hydrol Sci J, , in press, (, a
  • Rivera, J.A., Araneo, D.C., Penalba, O.C., Villalba, R., Regional aspects of streamflow droughts in the Andean rivers of Patagonia. Argentina Links with large-scale climatic oscillations (2017) Hydrology Research, , (, b
  • Scarpati, O.E., Spescha, L., Fioriti, M.J., Capriolo, A.D., El Niño driven climate variability and drainage anomalies in Patagonian region, Argentina (2001) Cuadernos de Investigación Geográfica, 27, pp. 179-191
  • Shiferaw, B., Tesfaye, K., Kassie, M., Abate, T., Prasanna, B.M., Menkir, A., Managing vulnerability to drought and enhancing livelihood resilience in sub-Saharan Africa: technological, institutional and policy options (2014) Weather and Climate Extremes, 3, pp. 67-79
  • Shin, H., Jung, Y., Jeong, C., Heo, J.-H., Assessment of modified Anderson–Darling test statistics for the generalized extreme value and generalized logistic distributions (2012) Stoch Environ Res Risk Assess, 26, pp. 105-114
  • Shukla, S., Wood, A.W., Use of a standardized runoff index for characterizing hydrologic drought (2008) Geophys Res Lett, 35, p. L02405
  • Sienz, F., Bothe, O., Fraedrich, K., Monitoring and quantifying future climate projections of dryness and wetness extremes: SPI bias (2012) Hydrol Earth Syst Sci, 16, pp. 2143-2157
  • Soláková, T., de Michele, C., Vezzoli, R., Comparison between parametric and nonparametric approaches for the calculation of two drought indices: SPI and SSI (2014) J Hydrol Eng, 19 (9)
  • Sousa, P.M., Trigo, R.M., Aizpurua, P., Nieto, R., Gimeno, L., Garcia-Herrera, R., Trends and extremes of drought indices throughout the 20th century in the Mediterranean (2011) Nat Hazards Earth Syst Sci, 11, pp. 33-51
  • Stagge, J.H., Tallaksen, L.M., Gudmundsson, L., Van Loon, A.F., Stahl, K., Candidate distributions for climatological drought indices (SPI and SPEI) (2015) Int J Climatol, 35 (13), pp. 4027-4040
  • Stephens, M.A., (1976) Asymptotic power of EDF statistics for exponentiality against gamma and Weibull alternatives, , Technical report no. 297, Department Statistic Stanford University
  • Svensson, C., Hannaford, J., Prosdocimi, I., Statistical distributions for monthly aggregations of precipitation and streamflow in drought indicator applications (2017) Water Resour Res, 53
  • Tabari, H., Nikbakht, J., Talaee, P.H., Hydrological drought assessment in northwestern Iran based on streamflow drought index (SDI) (2013) Water Resour Manag, 27, pp. 137-151
  • van Loon, A.F., Hydrological drought explained (2015) Wires Water, p. 2015
  • Vera, C.S., Vigliarolo, P.K., Berbery, E.H., Cold season synoptic scale waves over subtropical South America (2002) Mon Wea Rev, 130, pp. 684-699
  • Vicente-Serrano, S.M., López-Moreno, J.I., Beguería, S., Lorenzo-Lacruz, J., Azorin-Molina, C., Morán-Tejada, E., Accurate computation of a streamflow drought index (2012) J Hydrol Eng, 17, pp. 318-332
  • Vich, A., Bizzotto, F., Vaccarino, E., Correas, M., Manduca, F., Tendencias y cambios abruptos en el escurrimiento de algunos ríos con nacientes en la cordillera y serranías del oeste argentino (2010) Criterios para la determinación de crecidas de diseño en sistemas climáticos cambiantes, pp. 149-166. , Paoli CU, Malinow GV, (eds), Universidad Nacional del Litoral, Santa Fe
  • Vich, A.I.J., Norte, F.A., Lauro, C., Análisis regional de frecuencias de caudales de ríos pertenecientes a cuencas con nacientes en la Cordillera de Los Andes (2014) Meteorologica, 39, pp. 3-26
  • Wilhite, D.A., Sivakumar, M.V.K., Pulwarty, R., Managing drought risk in a changing climate: the role of national drought policy (2014) Weather and Climate Extremes, 3, pp. 4-13
  • Wong, G., Van Lanen, H.A.J., Torfs, P.J.J.F., Probabilistic analysis of hydrological drought characteristics using meteorological drought (2013) Hydrol Sci J, 58 (2), pp. 253-270
  • (2008) Manual on Low-Flow Estimation and Prediction, , WMO No. 1029, Geneva, Switzerland
  • Wu, H., Soh, L.-K., Samal, A., Chen, X.-H., Trend analysis of streamflow drought events in Nebraska (2007) Water Resour Manag, , (, a
  • Wu, H., Svoboda, M.D., Hayes, M.J., Wilhite, D.A., Wen, F., Appropriate application of the standardized precipitation index in arid locations and dry seasons (2007) Int J Climatol, 27, pp. 65-79
  • Zanvettor, R., Ravelo, A., Using the SPI to monitor the 1999-2000 drought in Northeastern Argentina (2000) Drought Network News, 12 (3), pp. 3-4
  • Zhang, Q., Li, J., Singh, V.P., Bai, Y., SPI-based evaluation of drought events in Xinjiang, China (2012) Nat Hazards, 64, pp. 481-492
  • Zhu, Y., Chang, J., Huang, S., Huang, Q., Characteristics of integrated droughts based on a nonparametric standardized drought index in the Yellow River Basin, China (2016) Hydrol Res, 47 (2), pp. 454-467


---------- APA ----------
Rivera, J.A. & Penalba, O.C. (2018) . Spatio-temporal assessment of streamflow droughts over Southern South America: 1961–2006. Theoretical and Applied Climatology, 133(3-4), 1021-1033.
---------- CHICAGO ----------
Rivera, J.A., Penalba, O.C. "Spatio-temporal assessment of streamflow droughts over Southern South America: 1961–2006" . Theoretical and Applied Climatology 133, no. 3-4 (2018) : 1021-1033.
---------- MLA ----------
Rivera, J.A., Penalba, O.C. "Spatio-temporal assessment of streamflow droughts over Southern South America: 1961–2006" . Theoretical and Applied Climatology, vol. 133, no. 3-4, 2018, pp. 1021-1033.
---------- VANCOUVER ----------
Rivera, J.A., Penalba, O.C. Spatio-temporal assessment of streamflow droughts over Southern South America: 1961–2006. Theor. Appl. Climatol. 2018;133(3-4):1021-1033.