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James Crowley for Impact Engineers

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Applying machine learning to climate

Climate Change AI have a really fantastic video series on the application of machine learning to climate - and the challenges from their recent summer school program, that I just had to highlight!

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There's such a diverse set of potential applications shared, and each of these is an hour-long deep dive:

  • Monitoring, Reporting, and Verification
  • Climate Science
  • Buildings & Cities
  • Agriculture, Forestry, and Other Land Use
  • Biodiversity and Ecosystems
  • Power & Energy Systems
  • Impacts and Regulation of AI & Climate
  • Transportation
  • Human & Social Systems
  • plus some lightning talks on Computational Chemistry and Circular Economy

A massive thanks to all the speakers involved - you rock 🎉 It's well worth dipping into the areas of interest for you. The YouTube playlist can be found here.

And if you're interested in more text-based material, there's an excellent research paper published last year exploring this area (the authors also feature in the videos above).

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