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tbd's Introduction

README

Prepare

Create a correct environment e.g. using conda. We need quite specific versions, e.g. python 3.7 and some other specific versions of some packages. So save yourself some pain and do it the quick way ;)

conda create --name myenv --file package-list.txt

Make shell script executable variance

chmod +x update_data.sh

Run analysis

./update_data.sh

Download Historical Data

python download_covid_hist_data.py python download_pm25_hist_data.py python concatenate_all_files_in_dir.py

tbd's People

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tbd's Issues

This doesn't work Niclas, Camille (in maintrain.py) why? It sets all the pm25 and no2 values to 0 (although row["pm25"] has the right value), is there somekind of inplace = True thingy I am not understanding with covid.iterrows()? covid["pm25"]=0

covid["NO2"]=0
print("This takes at least 5 hours... Take a break!")
for index, row in covid.iterrows():
print(row["date"])
filename = "pm25-"+row["date"]+".nc"
filename2 = "NO2-"+row["date"]+".nc"
pm25 = xr.open_dataset("data/pm25/" + filename)
NO2 = xr.open_dataset("data/NO2/" + filename2)
pm25 = pm25.drop('level').squeeze()
NO2 = NO2.drop('level').squeeze()
pm25.sortby('longitude')
NO2.sortby('longitude')
pm25.coords['longitude'] = (pm25.coords['longitude'] + 180) % 360 - 180
NO2.coords['longitude'] = (NO2.coords['longitude'] + 180) % 360 - 180
pm25df = pm25.to_dataframe()
pm25df = pm25df.reset_index()
NO2df = NO2.to_dataframe()
NO2df = NO2df.reset_index()
for index2,row2 in pm25df.

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