Weather data (forecast and observation) at 48 locations in France for beginning of 2024 for Machine Learning Training

The data provided data are historical weather measurement and forecast at 48 locations in France and its boundary.

Measurements are inside files named MES_YYYY.csv with YYYY is the id code of the station.

The file "Station_list.csv" contains the list of the 45 locations with the id code, the name and then the latitude and longitude.

Forecasts are inside files named XXX_YYYY.csv with YYYY the id code corresponding of the location of the grid ouput close to the associated observation location.XXX is the id of the numerical forecast:    "GFS0.25-Complet" for GFS file at 0.25° resolution    "LEXIS" for WRF produced by EVEREST project using the LEXIS chain    "WRF3KM-Complet" for WRF at 3km resolution produced by NUMTECH    "WRF12KM-Complet" for WRF at 12km resolution produced by NUMTECH

Description of MES-YYYY files:- One line per measurement with hourly resolution- columns are: Date(TU),Temperature2m_degC,WindSpeed10m_m/s,WindDirection10m_m/s    Date = date of measurement in TU and format DD/MM/YYYY HH:MM    Temperature2m_degC = air temperature at 2m height in °Celsius    WindSpeed10m_m/s = wind speed at 10m height in m/s    WindDirection10m_deg = wind direction at 10m height in deg. (0 or 360 = wind from north to south, 45°=wind from east to east, ....)If measurement is not available for a specific hour for one parameter, the value "-999" is used.

The observation data gocfrom 28/01/2024 00HTU to 17/03/2024 23HTU

Description of XXX_YYYY forecast files:- One line per forecast with hourly resolution- columns are: First date run (TU),Forecast date,Temperature2m_degC,WindSpeed10m_m/s,WindDirection10m_m/s    First date run (TU) = date of start of the forecast in TU and format DD/MM/YYYY HH:MM. HH could be 00 and 12 according to the cycle of forecast start.    Forecast date = date of the forecast in TU and format DD/MM/YYYY HH:MM. HH go from 00 to 23.     Temperature2m_degC = air temperature at 2m height in °Celsius    WindSpeed10m_m/s = wind speed at 10m height in m/s    WindDirection10m_deg = wind direction at 10m height in deg. (0 or 360 = wind from north to south, 45°=wind from east to east, ....)If forecast is not available for a specific hour for one parameter, the value "-999" is used.

The forecast data go from 28/01/2024 00HTU to 17/03/2024 23HTU