National Academies workshop in ML in Earth system science

Diego Melgar Moctezuma dmelgarm at uoregon.edu
Wed Jan 19 22:13:55 UTC 2022


Hi UNAVCO community,

Please consider attending the National Academies workshop on ML in Earth System science, details are below!

Best,

Diego Melgar

PS: Apologies for cross-posting


Register Now:

Machine Learning and Artificial Intelligence to Advance Earth System Science: Opportunities and Challenges – A Workshop
February 7, 10, 11, 2022 | 1:00-4:00 pm (All times ET)

Earth system science explores interactions among natural and social processes that affect Earth’s capacity for sustaining life. Machine learning and artificial intelligence (ML/AI) have the potential to advance Earth system science understanding, analysis, modeling, prediction, and decision making.

This three-day workshop will bring together Earth system science experts, machine learning and artificial intelligence researchers, social and behavioral scientists, ethicists, and decision-makers across sectors to explore opportunities and challenges, including the ethical development and use, of using ML/AI to advance Earth system science. Workshop discussions will examine state-of-the-art approaches for using ML/AI for Earth system science, consider challenges and ways to mitigate risks of using ML/AI, and identify future opportunities to accelerate progress. View the full workshop agenda on the event webpage<https://urldefense.com/v3/__https://www.nationalacademies.org/event/02-07-2022/machine-learning-and-artificial-intelligence-to-advance-earth-system-science-opportunities-and-challenges-a-workshop?utm_source=Division*on*Earth*and*Life*Studies&utm_campaign=0e11b61112-EMAIL_CAMPAIGN_2018_10_30_05_52_COPY_02&utm_medium=email&utm_term=0_3c0b1ad5c8-0e11b61112-&mc_cid=0e11b61112&mc_eid=UNIQID__;KysrKys!!C5qS4YX3!ShzrJLpmK9miWKqbtBIgYAnRvN1XceT184LS3n74V5JpVAcSWo-GPvT6LTwCFNLMfg$>.



Register for the Three-Day Workshop<https://urldefense.com/v3/__https://www.eventbrite.com/e/machine-learningartificial-intelligence-to-advance-earth-system-science-tickets-211782094947?aff=odeimcmailchimp&utm_source=Division*on*Earth*and*Life*Studies&utm_campaign=0e11b61112-EMAIL_CAMPAIGN_2018_10_30_05_52_COPY_02&utm_medium=email&utm_term=0_3c0b1ad5c8-0e11b61112-&mc_cid=0e11b61112&mc_eid=UNIQID__;KysrKys!!C5qS4YX3!ShzrJLpmK9miWKqbtBIgYAnRvN1XceT184LS3n74V5JpVAcSWo-GPvT6LTwidVzodw$>



The workshop will focus on several critical topics areas: an overview of current applications of ML/AI to Earth system science; emerging approaches and opportunities; ethical use, workforce development, and data-driven decision making; and knowledge transfer between academia, industry, nonprofits, and government. A proceedings of the presentations and discussion at the workshop will be prepared in accordance with institutional guidelines. Visit the event webpage for more information<https://urldefense.com/v3/__https://www.nationalacademies.org/event/02-07-2022/machine-learning-and-artificial-intelligence-to-advance-earth-system-science-opportunities-and-challenges-a-workshop?utm_source=Division*on*Earth*and*Life*Studies&utm_campaign=0e11b61112-EMAIL_CAMPAIGN_2018_10_30_05_52_COPY_02&utm_medium=email&utm_term=0_3c0b1ad5c8-0e11b61112-&mc_cid=0e11b61112&mc_eid=UNIQID&utm_source=Division*on*Earth*and*Life*Studies&utm_campaign=0e11b61112-EMAIL_CAMPAIGN_2018_10_30_05_52_COPY_02&utm_medium=email&utm_term=0_3c0b1ad5c8-0e11b61112-&mc_cid=0e11b61112&mc_eid=UNIQID__;KysrKysrKysrKw!!C5qS4YX3!ShzrJLpmK9miWKqbtBIgYAnRvN1XceT184LS3n74V5JpVAcSWo-GPvT6LTzoy5RQFA$>.

Contact Us
If you have any questions, please contact Rachel Silvern at rsilvern at nas.edu<mailto:rsilvern at nas.edu>





Help Spread the Word

  Click-to-Tweet<https://urldefense.com/v3/__https://ctt.ac/C5Q9d?utm_source=Division*on*Earth*and*Life*Studies&utm_campaign=0e11b61112-EMAIL_CAMPAIGN_2018_10_30_05_52_COPY_02&utm_medium=email&utm_term=0_3c0b1ad5c8-0e11b61112-&mc_cid=0e11b61112&mc_eid=UNIQID__;KysrKys!!C5qS4YX3!ShzrJLpmK9miWKqbtBIgYAnRvN1XceT184LS3n74V5JpVAcSWo-GPvT6LTyW3wUyPQ$>: Machine learning and #AI have the potential to advance understanding and decision making in #Earth system science, the exploration of interactions among natural and social processes. Attend @theNASEM's workshop on Feb. 7, 10 & 11 to learn more: https://bit.ly/ml-ai-workshop<https://urldefense.com/v3/__https://bit.ly/ml-ai-workshop?utm_source=Division*on*Earth*and*Life*Studies&utm_campaign=0e11b61112-EMAIL_CAMPAIGN_2018_10_30_05_52_COPY_02&utm_medium=email&utm_term=0_3c0b1ad5c8-0e11b61112-&mc_cid=0e11b61112&mc_eid=UNIQID__;KysrKys!!C5qS4YX3!ShzrJLpmK9miWKqbtBIgYAnRvN1XceT184LS3n74V5JpVAcSWo-GPvT6LTwWD3Pd7g$>


--
Ann and Lew Williams Chair of Earth Sciences
University of Oregon*
541-346-3488
http://pages.uoregon.edu/dmelgarm

*in Eugene, OR: Kalapuya Ilihi,
the traditional indigenous homeland
of the Kalapuya people

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