Awesome
A Practical Method for High-Resolution Burned Areas Monitoring using Sentinel-2 and VIIRS
Install using pip
pip install FireHR
Install from repo
git clone https://github.com/mnpinto/FireHR
cd FireHR; pip install -e .
How to use
Configuration of Google Earth Engine API
Run the following python code and follow the link to generate the authentication file:
import ee
ee.Authenticate()
Once you are done you should see the message Successfully saved authorization token. and the file ~/.config/earthengine/credentials should exist.
Please refer to https://developers.google.com/earth-engine/guides/python_install for more information about the GEE Python API.
Command line utility to run FireHR for an event as outputed by BA-Net post-processing
firehr_from_banet_events ba100m_PT2020_218.tif
Optional arguments:
| Argument | default | type | description |
|---|---|---|---|
| path | '.' | str | Path to save the outputs. |
| composite_days_before | 120 | int | Time window size in days for the pre-fire data |
| composite_days_after | 120 | int | Time window size in days for the post-fire data |
| max_cloud_fraction | None | float (0.0-1.0) | Remove images with a cloud fraction higher than specified |
| use_least_cloudy | None | int | Select the n least cloudy images in the time_window |
Example using use_least_cloudy parameter:
firehr_from_banet_events ba100m_PT2020_218.tif --use_least_cloudy 5