[ESIP-all] AGU 2023 Session on benchmarking for AI with open environmental datasets

[Douglas Rao - NOAA Affiliate]

Dear Informatics Colleagues,


We would like to draw your attention to the Informatics session “IN009 -
Advancing AI with Open Env Datasets: Benchmarking Needs, Frameworks,
Lessons Learned” at the next Fall AGU Meeting, 11-15 December 2023 in San
Francisco CA, and online.



Session Viewer Link:
https://agu.confex.com/agu/fm23/prelim.cgi/Session/187226



Session Description: Benchmark datasets, such as ImageNet, are instrumental
for innovation in artificial intelligence (AI) and machine learning (ML).
The infusion of AI, ML, and other advanced data science (DS) techniques is
expanding exponentially to contribute to solving Earth system and space
science problems. Thus, developing benchmark datasets, standards, and
frameworks for evaluation, use and publishing, and sharing lessons learned
in a coordinated manner is needed to ensure AI/ML/DS applications
continually increase our ability to predict complex physical processes with
high levels of trust and explainability.


We invite presentations exploring both use case-specific and
domain-agnostic benchmark standards and framework development, as well as
domain-specific topics, such as climate and weather science, environmental
justice, fire weather, ocean conservation, hydrology, space weather, and
any other relevant topics.



Note that the abstract deadline is Wednesday, 2 August 2023 (2359 EDT). Authors
will be informed in September regarding the date and format (oral or
poster) of their presentation.



If you have questions about our session, please feel free to contact us via
the email addresses below.



Sincerely,


Rob Redmon, NOAA Center for AI, rob.redmon at noaa.gov

Douglas Rao, NC State University, CISESS, NOAA (douglas.rao at noaa.gov)

Eric Kihn, NOAA NCEI, (eric.a.kihn at noaa.gov)

Stacie Koslovsky, NOAA NMFS, (stacie.koslovsky at noaa.gov)

-- 
Douglas Rao (he/him/his)
Research Scientist
North Carolina State University <http://www.ncsu.edu>
Cooperative Institute for Satellite Earth System Studies (CISESS)
<http://www.ncics.org>
NOAA National Centers for Environmental Information
<http://www.ncei.noaa.gov>
151 Patton Ave. Asheville, NC 28801
+1.828.271.4903

I work on a flexible work schedule and across a number of time zones.
Apologies for any out of hours email.

"Every individual matters. Every individual has a role to play. Every
individual makes a difference.” – *Dr. Jane Goodall*
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