ÜBER DIESE EPISODE
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.
Englisch
Vereinigte Staaten
IN DIESER FOLGE
TRANSKRIPT 🔗
Are you the producer of this podcast?
Add a podcast transcript
Need Audio-to-Text?
Transcribe with Listen411 in Just 60 Seconds
VERGANGENE FOLGEN SUCHEN
Vorhandene Folgen von Weather Geeks durchsuchen.
WEITERE EPISODEN IN DIESEM PODCAST
Guest: Dr. Mike Farrar, Booz Allen Hamilton
Weather forecasting has come a long way—from hand-drawn maps and limited observations to a world driven by supercomputers, satellites, and real-time data. But as technology continues to evolve, so does the challenge of making forecasts faster, smarter, an…
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 blend of cutting-edge science, public trust, and bold leadership. As the newly appointed Executive Di…
Guest: Amber Sullins, Chief Meteorologist at ABC15
When most people think about dangerous weather, they think about hurricanes, tornadoes, or blizzards. But in the deserts of the Southwest, one of the most impactful—and often overlooked—hazards can arrive as a towering wall of dust. Today on W…
Guest: Dr. Jennifer Francis, Woodwell Climate Research Center
When we think about the Arctic, it's easy to picture a remote landscape of sea ice and polar bears. But what happens in the far north doesn't stay there. As the Arctic continues to warm at an unprecedented pace, scientists are uncovering…
Guest: Dr. Michael Brennan, Director of NOAA's National Hurricane Center
The peak of hurricane season is right around the corner—and whether you live along the coast or hundreds of miles inland, what happens in the tropics can have real impacts on your life. The question is: what do you actually ne…
Rechtliche Hinweise: Der auf dieser Seite eingebettete Podcast und das Bildmaterial stammen von Weather Group Television, das Eigentum seines Eigentümers ist und nicht mit Listen Notes, Inc. verbunden ist oder von diesen unterstützt wird.
BEARBEITEN
Vielen Dank, dass Sie uns helfen, die Podcast-Datenbank auf dem neuesten Stand zu halten.
