Jane Baldwin on Modeling Climate Change Hazards
05/16/23 • 22 min
We are continuing our collaboration between Carry the Two and the American Geophysical Union’s Third Pod from the Sun with another episode!
Jane Baldwin’s research centers issues of equity when it comes to understanding climate change’s impact on the global population. In this episode, we hear how Jane gets clever with data sources to better understand risk and vulnerability to tropical cyclones in the Philippines and discusses the importance of building useful climate models.
And don’t forget to listen to Jane’s work through a geophysical lens, over at Third Pod from the Sun!
Check out the AGU’s Third Pod from the Sun with Jane: https://thirdpodfromthesun.com/2023/05/12/solving-for-climate-do-go-chasing-hurricanes/
Find our transcript here: LINK
Curious to learn more? Check out these additional links:
Jane’s presentation at IMSI’s Confronting Global Climate Change: https://www.imsi.institute/videos/the-missing-links-in-projecting-impacts-from-extreme-events/
Jane’s Philippine’s study: https://www.janebaldw.in/publication/baldwin-direct-2019/ & https://journals.ametsoc.org/view/journals/wcas/aop/WCAS-D-22-0049.1/WCAS-D-22-0049.1.xml
The origin of “All models are wrong...”: https://en.wikipedia.org/wiki/All_models_are_wrong
Follow more of IMSI’s work: www.IMSI.institute, (twitter) @IMSI_institute, (mastodon) https://sciencemastodon.com/@IMSI, (instagram) IMSI.institute
Follow Jane Baldwin: https://www.janebaldw.in/, @janewbaldwin
This episode was audio engineered by Tyler Damme. Special thanks to Third Pod’s producer Devin Reese.
Music by Blue Dot Sessions.
The Institute for Mathematical and Statistical Innovation (IMSI) is funded by NSF grant DMS-1929348.
We are continuing our collaboration between Carry the Two and the American Geophysical Union’s Third Pod from the Sun with another episode!
Jane Baldwin’s research centers issues of equity when it comes to understanding climate change’s impact on the global population. In this episode, we hear how Jane gets clever with data sources to better understand risk and vulnerability to tropical cyclones in the Philippines and discusses the importance of building useful climate models.
And don’t forget to listen to Jane’s work through a geophysical lens, over at Third Pod from the Sun!
Check out the AGU’s Third Pod from the Sun with Jane: https://thirdpodfromthesun.com/2023/05/12/solving-for-climate-do-go-chasing-hurricanes/
Find our transcript here: LINK
Curious to learn more? Check out these additional links:
Jane’s presentation at IMSI’s Confronting Global Climate Change: https://www.imsi.institute/videos/the-missing-links-in-projecting-impacts-from-extreme-events/
Jane’s Philippine’s study: https://www.janebaldw.in/publication/baldwin-direct-2019/ & https://journals.ametsoc.org/view/journals/wcas/aop/WCAS-D-22-0049.1/WCAS-D-22-0049.1.xml
The origin of “All models are wrong...”: https://en.wikipedia.org/wiki/All_models_are_wrong
Follow more of IMSI’s work: www.IMSI.institute, (twitter) @IMSI_institute, (mastodon) https://sciencemastodon.com/@IMSI, (instagram) IMSI.institute
Follow Jane Baldwin: https://www.janebaldw.in/, @janewbaldwin
This episode was audio engineered by Tyler Damme. Special thanks to Third Pod’s producer Devin Reese.
Music by Blue Dot Sessions.
The Institute for Mathematical and Statistical Innovation (IMSI) is funded by NSF grant DMS-1929348.
Previous Episode
Maike Sonnewald on Modeling Oceanic Currents
Welcome to the first episode of Carry the Two’s collaboration with the American Geophysical Union’s Third Pod from the Sun!
In this episode, we get our feet wet with physical oceanographer, Maike Sonnewald. Maike explains how the ocean currents interplay with our warming atmosphere and what that means for our climate. Using machine learning to build climate models, Maike analyzes how things like greenhouse gases are warming our oceans and changing the pattern of currents.
And don’t forget to listen to Maike’s work through a geophysical lens, over at Third Pod from the Sun!
Check out the AGU’s Third Pod from the Sun with Maike: https://thirdpodfromthesun.com/2023/05/05/wave-and-means/
Find our transcript here: LINK
Curious to learn more? Check out these additional links:
Hear Maike’s talk for IMSI’s Confronting Global Climate Change: https://www.imsi.institute/videos/elucidating-ecological-complexity-unsupervised-learning-determines-global-marine-eco-provinces/
Upcoming paper from Maike: The Southern Ocean supergyre: a unifying dynamical framework identified by machine learning. In press, Nature Communications Earth & Environment.
A review paper on ML in oceanography: Bridging theory, simulation, and observations of the global ocean using Machine Learning, 2021, Environmental Research Letters
Paper on the North Atlantic: Revealing the impact of global warming on climate modes using transparent machine learning. 2021, Journal of Advances in Modeling Earth Systems
For a math and AI twist on predicting ocean dynamics: Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics. 2022, Journal of Advances in Modeling Earth Systems.
Follow more of IMSI’s work: www.IMSI.institute, (twitter) @IMSI_institute, (mastodon) https://sciencemastodon.com/@IMSI, (instagram) IMSI.institute
Follow Maike Sonnewald: https://msonnewald.com/
This episode was audio engineered by Tyler Damme. Special thanks to Third Pod’s producer Anupama Chandrasekaran.
Music by Blue Dot Sessions.
The Institute for Mathematical and Statistical Innovation (IMSI) is funded by NSF grant DMS-1929348.
Next Episode
Kristie Ebi on Climate Change & Global Health
Turn on the news during the spring and you’ll hear how seasonal allergies are being made worse by climate change. But it turns out the seasonal sniffles are some of the smallest health consequences of our rapidly shifting climate. Droughts and floods don’t just damage the local ecosystem, they also have real, measurable effects on human health. In this episode of Carry the Two, we hear from University of Washington’s Kristie Ebi, who has helped lead research on the health impacts of climate change.
And don’t forget to listen to Kristie’s work through a geophysical lens, over at Third Pod from the Sun!
Check out the AGU’s Third Pod from the Sun with Kristie: LINK HERE
Find our transcript here: LINK
Curious to learn more? Check out these additional links:
Kristie’s presentation at IMSI’s Confronting Global Climate Change: https://www.imsi.institute/videos/detection-and-attribution-of-the-health-impacts-of-climate-change/
Climate change and allergies: https://abc7chicago.com/pollen-allergies-spring-allergy-climate-central-report/12931026/
Center for Health and the Global Environment: https://www.washington.edu/research/research-centers/center-health-global-environment-change/
Kristie’s shared Nobel Peace Prize: https://www.nobelprize.org/prizes/peace/2007/summary/
Follow more of IMSI’s work: www.IMSI.institute, (twitter) @IMSI_institute, (mastodon) https://sciencemastodon.com/@IMSI, (instagram) IMSI.institute
Follow Kristie Ebi: @kristie_ebi, https://globalhealth.washington.edu/faculty/kristie-ebi
This episode was audio engineered by Tyler Damme. Special thanks to Third Pod’s producer Katrina Jackson.
Music by Blue Dot Sessions.
Turn on the news during the spring and you’ll hear how seasonal allergies are being made worse by climate change. But it turns out the seasonal sniffles are some of the smallest health consequences of our rapidly shifting climate. Droughts and floods don’t just damage the local ecosystem, they also have real, measurable effects on human health. In this episode of Carry the Two, we hear from University of Washington’s Kristie Ebi, who has helped lead research on the health impacts of climate change.
And don’t forget to listen to Kristie’s work through a geophysical lens, over at Third Pod from the Sun!
Check out the AGU’s Third Pod from the Sun with Kristie: LINK
Find our transcript here: LINK
Curious to learn more? Check out these additional links:
Kristie’s presentation at IMSI’s Confronting Global Climate Change: https://www.imsi.institute/videos/detection-and-attribution-of-the-health-impacts-of-climate-change/
Climate change and allergies: https://abc7chicago.com/pollen-allergies-spring-allergy-climate-central-report/12931026/
Center for Health and the Global Environment: https://www.washington.edu/research/research-centers/center-health-global-environment-change/
Kristie’s shared Nobel Peace Prize: https://www.nobelprize.org/prizes/peace/2007/summary/
Follow more of IMSI’s work: www.IMSI.institute, (twitter) @IMSI_institute, (mastodon) https://sciencemastodon.com/@IMSI, (instagram) IMSI.institute
Follow Kristie Ebi: @kristie_ebi, https://globalhealth.washington.edu/faculty/kristie-ebi
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