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Welcome to the Analytics Hub wiki!

This content is aimed at members of Earth Lab and the Analytics Hub. We use this wiki to track the status of projects, track compute infrastructure, and assist with onboarding new team members.

Science projects

Below is a list of science projects, with links to their GitHub repos.

• Understanding and predicting wildfire extremes: https://github.com/mbjoseph/wildfire-extremes

This is a collaborative project with team fire and others to try to improve upon previous efforts to model wildfire extremes.

• Deep learning to identify sonar anomalies: https://github.com/mbjoseph/sonar-anomalies (private)

This is a collaboration with Carrie Bell and Kris Karnauskas to use deep learning to automate anomaly detection in NOAA sonar data.

• Supporting wildfire emergency response with social media: https://github.com/mbjoseph/emergency-tweet-filter (private)

This is a project with Jeremy Diaz and Lise St. Denis aimed at automating Twitter filtering to deliver relevant tweets to emergency managers in real time as wildfire disasters unfold.

Software projects

• smapr an R package to automate SMAP data discovery, acquisition, and processing: https://github.com/earthlab/smapr