Publications per year
Publications per year
Personal profile
Research interests
My research interests center around modeling the impacts of climate change on land-atmosphere interactions and climate variability. I am also interested in machine learning approaches to climate science and modeling, including quantifying uncertainty in model projections of climate change.
Related documents
Education/Academic qualification
Physics, BS, Brown University
Geology, MA, Harvard University
Geology, PhD, Harvard University
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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One-at-a-Time Parameter Perturbation Ensemble of the Community Land Model, Version 5.1
Kennedy, D., Dagon, K., Lawrence, D. M., Fisher, R. A., Sanderson, B. M., Collier, N., Hoffman, F. M., Koven, C. D., Kluzek, E., Levis, S., Lu, X., Oleson, K. W., Zarakas, C. M., Cheng, Y., Foster, A. C., Fowler, M. D., Hawkins, L. R., Kavoo, T., Kumar, S. & Newman, A. J. & 10 others, , Aug 2025, In: Journal of Advances in Modeling Earth Systems. 17, 8, e2024MS004715.Research output: Contribution to journal › Article › peer-review
Open Access -
Pushing the frontiers in climate modelling and analysis with machine learning
Eyring, V., Collins, W. D., Gentine, P., Barnes, E. A., Barreiro, M., Beucler, T., Bocquet, M., Bretherton, C. S., Christensen, H. M., Dagon, K., Gagne, D. J., Hall, D., Hammerling, D., Hoyer, S., Iglesias-Suarez, F., Lopez-Gomez, I., McGraw, M. C., Meehl, G. A., Molina, M. J. & Monteleoni, C. & 9 others, , Sep 2024, In: Nature Climate Change. 14, 9, p. 916-928 13 p.Research output: Contribution to journal › Article › peer-review
Open Access68 Scopus citations -
Machine Learning-Based Detection of Weather Fronts and Associated Extreme Precipitation in Historical and Future Climates
Dagon, K., Truesdale, J., Biard, J. C., Kunkel, K. E., Meehl, G. A. & Molina, M. J., Nov 16 2022, In: Journal of Geophysical Research: Atmospheres. 127, 21, e2022JD037038.Research output: Contribution to journal › Article › peer-review
Open Access17 Scopus citations -
A machine learning approach to emulation and biophysical parameter estimation with the Community Land Model, version 5
Dagon, K., Sanderson, B. M., Fisher, R. A. & Lawrence, D. M., Dec 22 2020, In: Advances in Statistical Climatology, Meteorology and Oceanography. 6, 2, p. 223-244 22 p., 14.Research output: Contribution to journal › Article › peer-review
Open Access57 Scopus citations -
Exploring the effects of solar radiation management on water cycling in a coupled land-atmosphere model
Dagon, K. & Schrag, D. P., Apr 1 2016, In: Journal of Climate. 29, 7, p. 2635-2650 16 p.Research output: Contribution to journal › Article › peer-review
36 Scopus citations
Prizes
Datasets
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Data from: Indices of Extremes: Geographic patterns of change in extreme temperature and precipitation under climate intervention
Tye, M. (Creator), Dagon, K. (Creator), Molina, M. J. (Contributor), Richter, J. (Contributor), Visioni, D. (Contributor), Kravitz, B. (Contributor) & Tilmes, S. (Contributor), Zenodo, Jan 26 2023
Dataset
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Machine learning-based detection of weather fronts and associated extreme precipitation in CESM1.3
Dagon, K. (Creator), Truesdale, J. (Creator), Rosenbloom, N. (Creator) & Bates, S. (Creator), NSF NCAR - National Center for Atmospheric Research, 2022
DOI: 10.5065/q6t7-ta06
Dataset
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Global Total Projected Leaf Area Index Subset from the Community Land Model Version 5 (CLM5) Perturbed Parameter Ensemble Members
Silwimba, K. (Data Manager), Hawkins, L. (Creator), Dagon, K. (Contributor), Kennedy, D. (Creator) & Becker, C. (Contributor), Zenodo, Apr 8 2025
Dataset
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Machine learning-based detection of weather fronts with DL-FRONT in CESM1.3
Dagon, K. (Creator), Zenodo, Aug 31 2023
Dataset
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CLM5 Perturbed Parameter Ensembles
Dagon, K. (Creator), Zenodo, Feb 25 2020
DOI: 10.5065/9bcc-4a87
Dataset