2016
DOI: 10.1002/joc.4693
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Regionalization of rainfall over the Peruvian Pacific slope and coast

Abstract: Documenting the heterogeneity of rainfall regimes is a prerequisite for water resources management, mitigation of risks associated to extremes weather events and for impact studies. In this paper, we present a method for regionalization of rainfall over the Peruvian Pacific slope and coast, which is the main economic zone of the country and concentrates almost 50% of the population. Our approach is based on a two‐step process based on k‐means clustering followed by the regional vector method (RVM) applied to a… Show more

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Cited by 96 publications
(95 citation statements)
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References 48 publications
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“…More recently Salzmann et al (2013) andLavado Casimiro et al (2013) analyzed rainfall trends in the southern Peruvian Andes with newer and denser data sets and were unable to find significant trends over the past 40 years. Instead most of the variability in the data appears to be associated with interannual variability driven by the ENSO phenomenon (Rau et al, 2016).…”
Section: Current State Of Glaciers and Climate Change In The Tropicalmentioning
confidence: 93%
“…More recently Salzmann et al (2013) andLavado Casimiro et al (2013) analyzed rainfall trends in the southern Peruvian Andes with newer and denser data sets and were unable to find significant trends over the past 40 years. Instead most of the variability in the data appears to be associated with interannual variability driven by the ENSO phenomenon (Rau et al, 2016).…”
Section: Current State Of Glaciers and Climate Change In The Tropicalmentioning
confidence: 93%
“…In Peru, the enhanced coastal and reduced Andean/ Amazonian rainfall are associated with surface warming in the eastern and central equatorial Pacific, respectively, which can both occur, with varying relative magnitudes, during El Niño or (with approximately the opposite sign) during La Niña (Lagos et al, 2008;Lavado et al, 2013;Rau et al, 2017). We should note that the Atlantic SST variability also plays a key role in modulating the South American climate such as over the Amazon region on several timescales (Espinoza et al, 2011;Marengo and Espinoza, 2016;Jiménez-Muñoz et al, 2016).…”
mentioning
confidence: 90%
“…A careful quality check of these data was previously performed. Monthly precipitation, temperature, and streamflow data were homogenized and validated according to Bourrel et al (); Rau et al (); Rau et al (). Precipitation and temperature data were interpolated to a 5 × 5 km grid using inverse distance weighting interpolation and considering altitudinal gradients.…”
Section: Study Area and Datamentioning
confidence: 99%