EMMA Reports

Draft reports can be found here

EMMA workflow overview

The EMMA workflow consists of four modules, each with a separate Github repo:

1. The Environmental Data module (https://github.com/AdamWilsonLab/emma_envdata)

2. The Modelling and Change Detection module (https://github.com/AdamWilsonLab/emma_model)

3. The Change Classification module (https://github.com/AdamWilsonLab/emma_change_classification)

4. The Reporting module (https://github.com/AdamWilsonLab/emma_report)

Data

The data used by this workflow are stored in multiple locations. Weather data are stored via releases. NDVI, NDWI, and fire history data are pulled from releases in our emma_envdata Github repo.

Releases

• GSOD contains weather data from the Global Surface Summary of the Day, which are extracted using GSODR. The file "gsod_stations" contains metadata on the stations within the focal domain, and the other files contain data for each weather station in the area. Files are in Apache Arrow format.

• NOAA contains weather data from Integrated Surface Database, which are extracted using rnoaa. The file "noaa_stations" contains metadata on the stations within the focal domain, and the other files contain data for each weather station in the area. Files are in Apache Arrow format.