Tutorials

Warning

The tutorials almost always involve downloading one ore several EO product(s). These products are usually in the order of 20-60 Mo, make sure you have a decent internet connection if you plan to run the notebooks.

Satellite data

Notebooks show how to extract simply satellite images using SentinelHub API.

• Sentinel 1 and 2
  • Set your working environment
    • Import the packages
    • Read your vector file (field boundaries)
  • Extract S2 data
  • Extract Sentinel-1 data
• Third party commercial data
  • Set your working environment
    • Import the packages
    • Read your vector file
    • Extract S2 data
  • VHRS data
    • Extract Planetscope data
    • Extract AIRBUS SPOT data
    • Extract AIRBUS Pleaides data

Weather data

The objective os this subsection is to show :

• How to download weather data using meteoblue API

• How to resample time series over thermal time for agricultural monitoring

• Weather data
  • Read the file
  • Download data using meteoblue API
  • Define the query
  • Format the data for machine learning purposes.
• Thermal time
  • Load the file
  • Check if we have a fixed number of days between acquisition dates
  • Extract weather data
  • Thermal time resampling

Data loader

Advanced features of eocrops : load EOPatch into a single 3D array for machine learning pipeline. It takes less than 1 minutes to aggregate more than 1000 EOPatch files.