EE_funcs.py

import pandas as pd

def ee_array_to_df(arr, list_of_bands):
    """Transforms client-side ee.Image.getRegion array to pandas.DataFrame."""
    df = pd.DataFrame(arr)

    # Rearrange the header.
    headers = df.iloc[0]
    df = pd.DataFrame(df.values[1:], columns=headers)

    # Remove rows without data inside.
    df = df[['longitude', 'latitude', 'time', *list_of_bands]].dropna()

    # Convert the data to numeric values.
    for band in list_of_bands:
        df[band] = pd.to_numeric(df[band], errors='coerce')

    # Convert the time field into a datetime.
    df['datetime'] = pd.to_datetime(df['time'], unit='ms')

    # Keep the columns of interest.
    df = df[['time','datetime',  *list_of_bands]]

    return df



def t_modis_to_celsius(t_modis):
    """Converts MODIS LST units to degrees Celsius."""
    t_celsius =  0.02*t_modis - 273.15
    return t_celsius