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Sergio M. Vicente-Serrano, Santiago Beguería, Jorge Lorenzo-Lacruz, Jesús Julio Camarero, Juan I. López-Moreno, Cesar Azorin-Molina, Jesús Revuelto, Enrique Morán-Tejeda, and Arturo Sanchez-Lorenzo

computed globally based on the Climatic Research Unit (CRU) TS3.1 climate dataset ( Mitchell and Jones 2005 ; available online at http://badc.nerc.ac.uk/data/cru/ ), covering the period 1901–2009 at a spatial resolution of 0.5°. Given that the different hydrological, ecological, and agricultural datasets used in this study contain temporal information available since 1948 and since the quality of the meteorological records in the CRU TS3.1 dataset is lower for the oldest records than for the most

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