import cfgrib
import numpy as np
import xarray as xr
import pandas as pd
import earthkit.data as ekd
import matplotlib.pyplot as plt
import cartopy.crs as ccrs
from IPython.display import Image
import cfgrib
import numpy as np
import xarray as xr
import pandas as pd
import earthkit.data as ekd
import matplotlib.pyplot as plt
import cartopy.crs as ccrs
from IPython.display import Image