Deep Learning for Spatially Explicit Prediction of Synoptic-Scale Fronts
Lagerquist, Ryan, McGovern, Amy, Gagne II, David John
Published in Weather and forecasting (01.08.2019)
Published in Weather and forecasting (01.08.2019)
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Journal Article
SOLAR ENERGY PREDICTION: An International Contest to Initiate Interdisciplinary Research on Compelling Meteorological Problems
McGovern, Amy, John Gagne, David, Basara, Jeffrey, Hamill, Thomas M., Margolin, David
Published in Bulletin of the American Meteorological Society (01.08.2015)
Published in Bulletin of the American Meteorological Society (01.08.2015)
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Journal Article
Web Resource
A Machine Learning‐Based Approach to Quantify ENSO Sources of Predictability
Colfescu, Ioana, Christensen, Hannah, Gagne, David John
Published in Geophysical research letters (16.07.2024)
Published in Geophysical research letters (16.07.2024)
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Journal Article
A Hybrid Analog-Ensemble–Convolutional-Neural-Network Method for Postprocessing Precipitation Forecasts
Sha, Yingkai, Gagne, David John, West, Gregory, Stull, Roland
Published in Monthly weather review (01.06.2022)
Published in Monthly weather review (01.06.2022)
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Journal Article
USING ARTIFICIAL INTELLIGENCE TO IMPROVE REAL-TIME DECISION-MAKING FOR HIGH-IMPACT WEATHER
McGovern, Amy, Elmore, Kimberly L., Gagne, David John, Haupt, Sue Ellen, Karstens, Christopher D., Lagerquist, Ryan, Smith, Travis, Williams, John K.
Published in Bulletin of the American Meteorological Society (01.10.2017)
Published in Bulletin of the American Meteorological Society (01.10.2017)
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Journal Article
Increasing the Reproducibility and Replicability of Supervised AI/ML in the Earth Systems Science by Leveraging Social Science Methods
Wirz, Christopher D., Sutter, Carly, Demuth, Julie L., Mayer, Kirsten J., Chapman, William E., Cains, Mariana Goodall, Radford, Jacob, Przybylo, Vanessa, Evans, Aaron, Martin, Thomas, Gaudet, Lauriana C., Sulia, Kara, Bostrom, Ann, Gagne, David John, Bassill, Nick, Schumacher, Andrea, Thorncroft, Christopher
Published in Earth and space science (Hoboken, N.J.) (01.07.2024)
Published in Earth and space science (Hoboken, N.J.) (01.07.2024)
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Journal Article
Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms
Gagne II, David John, Haupt, Sue Ellen, Nychka, Douglas W., Thompson, Gregory
Published in Monthly weather review (01.08.2019)
Published in Monthly weather review (01.08.2019)
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Journal Article
Machine Learning and VIIRS Satellite Retrievals for Skillful Fuel Moisture Content Monitoring in Wildfire Management
Schreck, John S., Petzke, William, Jiménez, Pedro A., Brummet, Thomas, Knievel, Jason C., James, Eric, Kosović, Branko, Gagne, David John
Published in Remote sensing (Basel, Switzerland) (01.07.2023)
Published in Remote sensing (Basel, Switzerland) (01.07.2023)
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Journal Article
Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain. Part I: Daily Maximum and Minimum 2-m Temperature
Sha, Yingkai, Gagne, David John, West, Gregory, Stull, Roland
Published in Journal of applied meteorology and climatology (01.12.2020)
Published in Journal of applied meteorology and climatology (01.12.2020)
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Journal Article
Deep Learning on Three-Dimensional Multiscale Data for Next-Hour Tornado Prediction
Lagerquist, Ryan, McGovern, Amy, Homeyer, Cameron R., Gagne II, David John, Smith, Travis
Published in Monthly weather review (01.07.2020)
Published in Monthly weather review (01.07.2020)
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Journal Article
Calibration of Machine Learning–Based Probabilistic Hail Predictions for Operational Forecasting
Burke, Amanda, Snook, Nathan, Gagne II, David John, McCorkle, Sarah, McGovern, Amy
Published in Weather and forecasting (01.02.2020)
Published in Weather and forecasting (01.02.2020)
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Journal Article
Evaluation of statistical learning configurations for gridded solar irradiance forecasting
Gagne, David John, McGovern, Amy, Haupt, Sue Ellen, Williams, John K.
Published in Solar energy (01.07.2017)
Published in Solar energy (01.07.2017)
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Journal Article
Exploring NWS Forecasters’ Assessment of AI Guidance Trustworthiness
Cains, Mariana G., Wirz, Christopher D., Demuth, Julie L., Bostrom, Ann, Gagne, David John, McGovern, Amy, Sobash, Ryan A., Madlambayan, Deianna
Published in Weather and forecasting (01.08.2024)
Published in Weather and forecasting (01.08.2024)
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Journal Article
Identifying and Categorizing Bias in AI/ML for Earth Sciences
McGovern, Amy, Bostrom, Ann, McGraw, Marie, Chase, Randy J., Gagne, David John, Ebert-Uphoff, Imme, Musgrave, Kate D., Schumacher, Andrea
Published in Bulletin of the American Meteorological Society (01.03.2024)
Published in Bulletin of the American Meteorological Society (01.03.2024)
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Journal Article