• Skip to primary navigation
  • Skip to main content
  • Skip to primary sidebar
  • Skip to footer

RealClimate

Climate science from climate scientists...

  • Start here
  • Model-Observation Comparisons
  • Miscellaneous Climate Graphics
  • Surface temperature graphics
You are here: Home / Archives for Machine Learning

Machine Learning

¡AI Caramba!

28 Dec 2024 by Gavin

Bart Simpson seeing a ChatGPT logo and saying "AI Caramba!".

Rapid progress in the use of machine learning for weather and climate models is evident almost everywhere, but can we distinguish between real advances and vaporware?

[Read more…] about ¡AI Caramba!

Filed Under: Climate modelling, Climate Science, Featured Story Tagged With: AI/ML, CMIP7, Machine Learning

The need for pluralism in climate modelling

24 Aug 2024 by group

How should we allocate resources for climate modelling if the goal is to improve climate-related decisions? Higher resolution, machine learning and/or storylines? A call for a deeper discussion on how we should develop the climate modelling toolbox.

Guest post by Marina Baldissera Pacchetti, Julie Jebeile and Erica Thompson

[Read more…] about The need for pluralism in climate modelling

Filed Under: Climate modelling, Climate Science, climate services, Solutions Tagged With: CMIP6, GCMs, km-scale, Machine Learning

Primary Sidebar

Search

Search for:

Email Notification

get new posts sent to you automatically (free)
Loading

Recent Posts

  • Unforced variations: Jan 2026
  • 1.5ºC and all that
  • Unforced Variations: Dec 2025
  • Who should pay?
  • Site updates etc.
  • Raising Climate Literacy

Our Books

Book covers
This list of books since 2005 (in reverse chronological order) that we have been involved in, accompanied by the publisher’s official description, and some comments of independent reviewers of the work.
All Books >>

Recent Comments

  • Yebo Kando on Raising Climate Literacy
  • Data on Unforced Variations: Dec 2025
  • Piotr on 1.5ºC and all that
  • Keith Woollard on 1.5ºC and all that
  • John Pollack on Unforced Variations: Dec 2025
  • Data on Unforced Variations: Dec 2025
  • Data on Unforced Variations: Dec 2025
  • Piotr on Unforced Variations: Dec 2025
  • Data on Unforced Variations: Dec 2025
  • Data on 1.5ºC and all that
  • Data on Unforced Variations: Dec 2025
  • Data on Unforced Variations: Dec 2025
  • Tomáš Kalisz on Unforced Variations: Dec 2025
  • Data on Unforced variations: Jan 2026
  • Data on Unforced variations: Jan 2026
  • Data on Unforced variations: Jan 2026
  • Nigelj on Unforced Variations: Dec 2025
  • Atomsk's Sanakan on Unforced Variations: Dec 2025
  • Atomsk's Sanakan on Raising Climate Literacy
  • Nigelj on Raising Climate Literacy
  • Tomáš Kalisz on Unforced Variations: Dec 2025
  • MA Rodger on Unforced Variations: Dec 2025
  • Piotr on Unforced variations: Jan 2026
  • Denis Rancourt on 1.5ºC and all that
  • Mal Adapted on 1.5ºC and all that
  • Tomáš Kalisz on Raising Climate Literacy
  • Martin Smith on 1.5ºC and all that
  • MA Rodger on Unforced Variations: Dec 2025
  • Kevin McKinney on 1.5ºC and all that
  • Data on Unforced Variations: Dec 2025

Footer

ABOUT

  • About
  • Translations
  • Privacy Policy
  • Contact Page
  • Login

DATA AND GRAPHICS

  • Data Sources
  • Model-Observation Comparisons
  • Surface temperature graphics
  • Miscellaneous Climate Graphics

INDEX

  • Acronym index
  • Index
  • Archives
  • Contributors

Realclimate Stats

1,391 posts

15 pages

249,141 comments

Copyright © 2026 · RealClimate is a commentary site on climate science by working climate scientists for the interested public and journalists.