Abstract: Access to the ionospheric bubble index (level 2 product).
%load_ext watermark
%watermark -i -v -p viresclient,pandas,xarray,matplotlib
from viresclient import SwarmRequest
import datetime as dt
import numpy as np
request = SwarmRequest()
request.available_collections("IBI", details=False)
request.available_measurements("IBI")
request = SwarmRequest()
request.set_collection("SW_OPER_IBIATMS_2F")
request.set_products(measurements=request.available_measurements("IBI"))
data = request.get_between(
dt.datetime(2016,1,1,9,7),
dt.datetime(2016,1,1,9,10)
)
data.sources
df = data.as_dataframe()
df.head()
df.plot(y=["Bubble_Index", "Bubble_Probability"], figsize=(20,5));
ds = data.as_xarray()
ds