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The local performance of models revealed that the MARS and GEP approaches have the capability to estimate daily ETo using the meteorological parameters and the lagged ETo data as inputs.
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Using only the meteorological parameters as input, the recurrent architecture shows performance better than the multiple linear regression model that uses meteorological and photochemical data as input, making the neural network model with recurrent architecture a more useful tool in areas where only weather measurements are available.
These standard data types have therefore been used to calculate the meteorological parameters required by LINCOM-T.
In this study, the characteristics of stratified flow in the Bosphorus Strait and their relation to local and regional, short- and long-term changes in the meteorological parameters are studied by using the measurement data and the results are discussed comparatively.
All the meteorological parameters studied and the values used for testing the associations are summarized in Additional file 1.
Monthly predictions of the meteorological parameters at the prediction locations (monitoring sites, grid points, or geocoded subject residences) were then made using the fitted models.
In addition to the meteorological parameters, we calculated the coefficients a h and a w of the hydrostatic and wet mapping functions for every profile using the VMF1-approach as given in Böhm et al. (2006b).
Table 2 Descriptive statistics of radon and the meteorological parameters Parameter Average (Avg).
The meteorological parameters for the study area were obtained from the IMD-Regional MeteorologicAssamntre, GuwAssam, Assam.
A summary of the meteorological parameters recorded at Maitri is presented in Fig. 3.
The variation of the meteorological parameters measured at Maitri from January February, 2005.
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