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The homogeneous areas were identified through factor analysis of monthly precipitation data from 37 meteorological stations.
Many studies have analyzed droughts using monthly precipitation data (Gibbs 1975; Dash et al. 2012; He et al. 2014).
Air temperatures, monthly precipitation data and surface conditions associated with each sample [39] are shown in Table 1.
A detailed summary of different R-factor estimates using monthly precipitation data is given by Renard and Freimund (1994).
Monthly precipitation data were collected from 57 meteorological stations located in the wider PRB area covering the period 1981 2000 (control period).
Monthly precipitation data, covering the period of 1959 2010 and derived from 29 meteorological stations in the East River basin, were analyzed in this study.
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This index uses monthly temperature (April August) (T) and monthly precipitation (P) data with a weighting factor (w) expressing the importance of the months in the evolution of drought (Table 1).
Monthly cumulative precipitation data between 1996 and 1999 in Istres, and daily precipitation for October, November, and December , 1998and 1999, were also obtained from Meteo France (www.meteo.fr).
Monthly average daily precipitation data of Bolu and limited number of Duzce precipitation data were used for this purpose.
Daily weather data were generated by temporally disaggregating the projected monthly temperature and precipitation data [42] and historical daily weather data with 1/8° spatial resolution [43].
The bias-correction was made based on monthly precipitation and temperature data collected for the period 1981 2000 from 57 meteorological stations in total.
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