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	Podcast:		Weather Geeks
	Episode:		Using AI to Study Weather & Climate
	Category:		Science & Medicine
	Duration:		00:49:07
	Publish Date:		2024-07-10 07:05:00
	Description:		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.
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