A basic package for downloading and processing GSOD data
Project description
gsodpy
Python module to download and work with GSOD data from NOAA
Usage Guide:
Dowload All Data
import gsodpy.gsodDownloader as gdown
gdown.get_data(directory="noaa_gsod")
Process Desired Time Series
import gsodpy.gsodProcess as gsod
import pandas as pd
import datetime
num_years = 10
num_extremes = 30
target_day = datetime.datetime(2020,3,20)
years, files = gsod.get_years_files(num_years)
df, df_day = gsod.process_all_years(files, target_day)
Save Processed DataFrame
df.to_pickle("df_monthly.pkl")
df_day.to_pickle("df_daily.pkl")
df = pd.read_pickle("df_monthly_fin.pkl")
df_day = pd.read_pickle("df_daily_fin.pkl")
Create Extremes DataFrame
If we want to find the coldest and warmest stations on a given day we can use the create_extremes()
function
extremes = gsod.create_extremes(df_day, df_day['DATE'][0], 40)
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