!pip install leafmap
!pip install pandas
!pip install folium
!pip install matplotlib
!pip install mapclassify
 
import pandas as pd
import leafmap
 
url = "https://github.com/opengeos/NASA-Earth-Data"
df = pd.read_csv(url, sep="\t")
df
 
leafmap.nasa_data_login()
results, gdf = leafmap.nasa_data_search(
    short_name="CAL_LID_L3_Tropospheric_APro_CloudySkyOpaque-Standard-V4-20",
    cloud_hosted=True,
    bounding_box=(-180.0, -90.0, 180.0, 90.0),
    temporal=("2006-06-01", "2020-08-01"),
    count=-1,  # use -1 to return all datasets
    return_gdf=True,
)
gdf.explore()
 
#leafmap.nasa_data_download(results[:5], out_dir="data")