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About the workshop

This virtual workshop is a continuation of the NOAA series of workshops on “Leveraging AI in Environmental Sciences.” The third event continues the successes of previous workshops and encourages participation by scientists, program managers, and leaders from the public, academic and private sectors who work in AI and environmental sciences. The theme for this year’s workshop is “Transforming Weather, Climate Services, and Blue Economy with Artificial Intelligence.” This year’s workshop is led by the NOAA Center for Artificial Intelligence (NCAI), a program in the formulation stage.

All time listed on this page is Mountain Time (UTC-6) by default. You can change to your local time zone on the right side of this page. Questions regarding the workshop can be addressed to ai.workshop@noaa.gov. View the participant handbook for how to navigate the workshop technology platforms.

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Wednesday, September 15 • 12:00pm - 1:15pm
Session 7B: AI for Weather and Climate - Part VII

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Chair: Sue Haupt

12:00  Sebastian Lerch – "Incorporating large-scale spatial information into ensemble post-processing via autoencoder neural networks"
12:15  Charlie Becker – "Evaluation of two machine learning approaches for the objective identification of convective storm mode using convection-allowing model output"
12:30  John M. Haynes – "Low Cloud Detection in Multilayer Scenes from GOES ABI using Machine Learning Methods"
12:45  Jonathan Frame – "Data-driven streamflow simulations of extreme (high flow) events."
13:00 Yingkai Sha – "A hybrid analog-ensemble, convolutional-neural-network method for post-processing precipitation forecasts"

Slack channel: #03_weather-and-climate

avatar for Sue Ellen Haupt

Sue Ellen Haupt

Senior Scientist and Deputy Director of Research Applications Lab, NCAR


Charlie Becker

Associate Scientist, NCAR
avatar for Sebastian Lerch

Sebastian Lerch

Young Investigator Group Leader, Karlsruhe Institute of Technology

Wednesday September 15, 2021 12:00pm - 1:15pm MDT
Zoom N/A