Retrieving a Time Series

The Python Code snippet 1 shows how to retrieve a MODIS time series for the location with longitude = -54 and latitude = -12 during the period of 01-01-2001` to ``12-31-2001 for the product MOD13Q1:

Code snippet 1 - Retrieving a time series.

import matplotlib.pyplot as plt
from wtss import wtss

w = wtss('https://brazildatacube.dpi.inpe.br/')

ts = w.time_series(coverage='MOD13Q1-6', attributes=('red_reflectance', 'NIR_reflectance'),
                   latitude=-12.0, longitude=-54.0,
                   start_date='2001-01-01', end_date='2001-12-31')

fig, ax = plt.subplots()

plt.title('Time Series MOD13Q1', fontsize=24)

plt.xlabel('Date', fontsize=16)
plt.ylabel('Surface Reflectance', fontsize=16)

ax.plot(ts.timeline, ts.red_reflectance, color='red', ls='-', marker='o', label='red')
ax.plot(ts.timeline, ts.NIR_reflectance, color='purple', ls='-', marker='o', label='nir')

plt.legend()

plt.grid(b=True, color='gray', linestyle='--', linewidth=0.5);

fig.autofmt_xdate()

plt.show()

The output of the above code snippet is a time series chart as shown in Figure 4: