Using AI to Study Weather & Climate
Weather Geeks10 Juli 2024

Using AI to Study Weather & Climate

Guest: Campbell Watson, Senior Research Scientist at IBM Research

As artificial intelligence, or AI, continues to become more pervasive in our technology, it’s only natural to wonder what it means for meteorology and climatology. Believe it or not, AI is already revolutionizing how we develop models in the Earth and Space sciences. Joining us today is Campbell Watson, a Senior Research Scientist at IBM Research, to discuss how we are creating these AI models, and the opportunities and advancements we hope to learn from using them.

Chapters

  • 00:00 Introduction to AI in Meteorology and Climatology
  • 01:35 Campbell Watson's Background and Interest in Weather
  • 04:18 The Use of AI in Weather Forecasting
  • 05:24 The Evolution of AI in Weather Forecasting
  • 06:26 Understanding AI at its Core
  • 08:09 Difference Between AI and Conventional Weather Model Forecasting
  • 10:44 The Difference Between AI and Conventional Weather Model Forecasting
  • 13:31 AI Models Learning from Weather Models
  • 20:30 Foundation Models and Unsupervised Learning
  • 25:12 Verification of AI in Weather Forecasting
  • 27:57 The Robustness of AI Models
  • 28:24 Learning from Observations
  • 29:23 AI Models Learning from Observations
  • 30:09 The Importance of Observations
  • 30:38 Comparing Deep Learning and AI with Traditional Weather Forecasting Models
  • 35:38 Trustworthiness in AI Forecasting
  • 36:12 Adopting AI in Weather Forecasting
  • 41:46 Nowcasting with AI
  • 44:03 AI in Climate Forecasting
  • 47:38 The Future of AI in Weather Forecasting

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(443)

Unlocking Radar Data Amidst Record Severe Weather

Unlocking Radar Data Amidst Record Severe Weather

Guest: Dr. Stephen Nesbitt Five years ago, Dr. Steve Nesbitt joined us to unpack the fundamentals of radar meteorology. Since then, atmospheric science has undergone a massive evolution moving from ho...

23 Sep 37min

What is Disasterology?

What is Disasterology?

Guest: Dr. Samantha MontanoWhen a disaster strikes, most of us focus on what we can see: the storm, the wildfire, the flood, or the earthquake. But what if the real story begins long before the event—...

16 Sep 43min

The Art of Storm Chasing

The Art of Storm Chasing

Guest: Mike OlbinskiFor most people, a thunderstorm is something you watch from a window. But for storm chasers, it's a front-row seat to some of nature's most spectacular displays—and few have captur...

9 Sep 33min

The Rise of Marine Heat Waves

The Rise of Marine Heat Waves

Guest: Dr. Dillon AmayaThe Pacific Ocean covers nearly a third of our planet, and yet some of its most important changes happen far from shore and often out of sight. But whether it's a developing El ...

2 Sep 39min

Guiding Cruise Ships Through the Storm

Guiding Cruise Ships Through the Storm

Guest: Craig SetzerWhen most people think of meteorology, they think of forecasts on television, hurricane updates, or severe weather warnings. But some meteorologists work in places most of us rarely...

26 Aug 42min

Holding Fast in Heavy Seas

Holding Fast in Heavy Seas

Guest: Tim GallaudetThe ocean shapes our weather, our climate, our economy, and ultimately, life on Earth itself. And yet, for something so vast and so essential, there’s still so much we’re only begi...

19 Aug 34min

New Executive Director of AMS

New Executive Director of AMS

Guest: Dr. Amanda Staudt We live in an era where the weather is breaking records, reshaping economies, and dominating global headlines. Navigating this rapidly changing landscape requires a unique ble...

12 Aug 37min

Measuring Arizona's Dust Storms

Measuring Arizona's Dust Storms

Guest: Amber Sullins, Chief Meteorologist at ABC15When most people think about dangerous weather, they think about hurricanes, tornadoes, or blizzards. But in the deserts of the Southwest, one of the ...

5 Aug 34min

Populärt inom Politik & nyheter

svenska-fall
aftonbladet-krim
fordomspodden
p3-krim
rss-krimstad
flashback-forever
rss-expressen-dok
spar
aftonbladet-daily
rss-vad-fan-hande
rss-sanning-konsekvens
svd-ledarredaktionen
rss-krimreportrarna
politiken
omni-podd
rss-flodet
rss-utopia-2
en-runda-till
rss-frandfors-horna
motiv