Examples

List Available Collections

This example shows how to list with avaliable data cubes from Brazil Data Cube (BDC):

from wcpms import *

# Defines URL of a instance of the WCPMS
wcpms_url = 'https://data.inpe.br/bdc/wcpms'

# List with avaliable data cubes from Brazil Data Cube (BDC) 
colections=get_collections(
    url = wcpms_url
)

print(colections)

Phenometrics

This example shows how to retrieve and plot a time series with phenological metrics:

from wcpms import *

# Defines URL of a instance of the WCPMS
wcpms_url = 'https://data.inpe.br/bdc/wcpms'

# Defines a data cube query from Brazil Data Cube (BDC) 
datacube = cube_query(
    collection="S2-16D-2",
    start_date="2021-01-01",
    end_date="2021-12-31",
    freq='16D',
    band="NDVI"
)

# Retrieving the phenological metrics
pm = get_phenometrics(
    url = wcpms_url,
    cube = datacube,
    latitude=-29.202633381242652, longitude= -55.95542907714844 
)

# Visualizing the phenological metrics
print(pm)