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Both methods require net radiation, air temperature, humidity and monthly mean wind velocity values plus ground heat fluxes when employed on a daily basis.
The geographical parameters (latitude, longitude and altitude) and the month of the year were used as input data, while the monthly mean wind speed was used as the output of the network.
Table 2 Monthly mean wind speed at Seoul, Korea (0.1 m/s).
Figure 8 Monthly mean wind power density measured at 65- m and 50- m heights.
Furthermore, the monthly mean wind speeds in south Nigeria ranges from 2.72 to 6.30 m/s.
Open image in new window Figure 3 Monthly mean wind speeds for the entire period.
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Climatological monthly mean winds were derived from the annual monthly means provided in the NCDC dataset by calculating the mean wind magnitude and direction for each month.
Boxplots of monthly mean (a) wind stress and (b) variance of wind along the major wind axis from Halley (see f and Methods section).
Figure 1 Monthly mean zonal wind in the mesopause during the observational period 1999 to 2008. Figure 2 Composite monthly mean zonal wind in the mesopause over whole observational period.
Within the range of temperatures [− 15 °C to 0 °C], the near-surface results over Canada show that the monthly mean of wind speeds varies mostly between 4 m s− 1 and 10 m s− 1, and the mean supercooled cloud water content decreases linearly from 0.3 g m− 3 to 0.2 g m− 3, with decreasing temperature.
The monthly mean daily wind speed data monitored at 10 m above ground level for a period of 20 years (1983 2003) for 28 ground stations operated by the Nigeria Meteorological Services NIMETT) were used as training (18 stations) and testing (10 stations) dataset.
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