"wpgt" does not populate.

[saltymaverick]

Hello world,

All of the values are returned except for "wpgt"... the one variable I need. Here is a working code. I'm stumped, hoping to receive some pointers.

Import meteostat:
from meteostat import Stations, Daily, Point

Find nearby stations:
stations = Stations()
stations = stations.nearby(lat, lon, radius)
stations = stations.fetch(num_stations)

Fetch daily data for each station:
data_list = pd.DataFrame(columns=["station", "time", "tavg", "tmin","tmax","prcp","wdir","wspd","wpgt","pres",])

loop over each row in this set of data, add station, for each row for index, row in data.iterrows():
station_info = {
"station": [station_id],
"staion name": [station_name],
"time": [index.strftime("%Y-%m-%d")],
"tavg": [(row.tavg * 9/5) + 32],
"tmin": [(row.tmin * 9/5) + 32],
"tmax": [(row.tmax* 9/5) + 32],
"prcp": [row.prcp * 0.0393701],
"wdir": [row.wdir],
"wspd": [row.wspd * 0.621371192],
"wpgt": [row.wpgt * 0.621371192],
"pres": [round(row.pres* 0.0145037738)]}

output_file_path = "FILE_NAME"
output_file_path = "PATH"
data_list.to_excel(output_file_path, index=False)

[clampr]

Hi,

What's your value for lat, lon and radius? It might well be that the weather stations in this area don't provide wpgt data.

[saltymaverick]

 from meteostat import Stations, Daily, Point
 def get_latitude_longitude(address):
     geolocator = Nominatim(user_agent="geoapiExercises")
     try:
        location = geolocator.geocode(address)
        if location:
            return location.latitude, location.longitude
        else:
            return None, None
    except GeocoderTimedOut:
        return get_latitude_longitude(address)

if __name__ == "__main__":
    address = input("Enter the address: ")
    latitude, longitude = get_latitude_longitude(address)
    if latitude and longitude:
        print(f"Latitude: {latitude}, Longitude: {longitude}")
    else:
        print("Location not found.")

lat = latitude
lon = longitude
radius = 100000  # meters
num_stations = 5
start = datetime(2022, 9, 11)
end = datetime(2022, 11, 9)

for index, station in stations.iterrows():
    station_id = station['icao'] 
    station_name = station['name']
    station_lat = station['latitude']
    station_lon = station['longitude']
    station_ele = station.elevation

point = Point(station_lat, station_lon, station_ele)
data = Daily(point, start, end)
data = data.fetch()

for index, row in data.iterrows():
    station_info = {
        "station": [station_id],
        "staion name": [station_name],
        "time": [index.strftime("%Y-%m-%d")],
        "tavg": [(row.tavg * 9/5 + 32)],
        "tmin": [(row.tmin * 9/5 + 32)],
        "tmax": [(row.tmax* 9/5 + 32)],
        "prcp": [row.prcp * 0.0393701],
        "wdir": [row.wdir],
        "wspd": [row.wspd * 0.621371192],
        "wpgt": [row.wpgt * 0.621371192],
        "pres": [round(row.pres* 0.0145037738)],
        "distance": [haversine(lat, lon, station_lat, station_lon)]
    }

[clampr]

Can you share the result of print(f"Latitude: {latitude}, Longitude: {longitude}") or the address?

[saltymaverick]

-lat/lon of structure;
structure_lat = 27.929571
structure_lon = -82.747118

-for the date range, September 9, 2022 thru September 27, 2022;
start = datetime(2022, 9, 27)
end = datetime(2022, 9, 29)

-This brings up weather stations;
KCLW, KPIE, KTPA, KSPG, KMCF

However, it is not localized to only this lat/lon, all wpgt value for any station for any date range does not return values. When I use the UI on meteostat, the results also do not return wind gust as a visible output. Do you experience the same?