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We developed a criterion for choosing which climatic station better represented each locality using data from 42 climatic stations spread over a latitudinal gradient of more than 2800 km.
The mean annual temperature in Termoli (climatic station in the middle of our study area) is 16.3 °C and the mean yearly precipitation amounts to 385.8 mm (data available at http://www.scia.isprambiente.it/home_new.asp, referring to the 1950 2013 period).
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Aiming to affirm the climatic attribute of Lebanon; however, ten climatic stations were investigated.
We considered the differences in altitude and latitude between the localities and the climatic stations available and calculated which would represent less change using our regression model.
Environmental conditions were represented by 10-day climatic data from a climate station located in the study area, and the water level in Balkhash Lake was derived from satellite altimetry observations (T/P/Jason 1).
Climatic data for 21 years were obtained from the Rudolf-Geiger climate station of the Department of Geography in the Faculty of Geoscience at the Ruhr University of Bochum.
The meteo-climatic monitoring station specifically collected air temperature, relative humidity percent, wind speed, atmospheric pressure, and precipitation.
Table 2 Climatic characteristics of reference stations (2004 2014) Reference station Latitude Longitude Alt.
Distance to lakes was another predictor, but it was not included in the analysis because the stations on the valley floor were in similar proximities to the lakes, but the stations in the escarpments/highlands were in different climatic zones, and most stations in the highlands were far from the range of lake penetration distances of 15 45 km (e.g. Estoque et al. 1976; Ryznar and Touma 1981).
In addition, the external analysis of the performance of models at stations with similar climatic conditions denoted the applicability of nearby station' data for estimation of the daily ETo at target station.
A local meteorological station recorded climatic data, and the mean monthly maximum and minimum temperatures, as well as total monthly rainfall for the trial period are presented in Figure 1.
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