2022
Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration Journal Article
In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, no. 4, pp. 4495–4503, 2022, ISSN: 2159-5399.
Comparing climate time series – Part 3: Discriminant analysis Journal Article
In: Advances in Statistical Climatology, Meteorology and Oceanography, vol. 8, pp. 97–115, 2022, ISSN: 2364-3587.
In: Journal of Hydrometeorology, 2022, ISSN: 1525-7541.
Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design Across the Contiguous United States Journal Article
In: Water Resources Research, vol. 58, 2022, ISSN: 1944-7973.
The evolution of the North Atlantic Meridional Overturning Circulation since 1980 Journal Article
In: Nature Reviews Earth & Environment, vol. 3, no. 4, pp. 241–254, 2022, ISSN: 2662-138X.
A Decade of the North American Multimodel Ensemble (NMME): Research, Application, and Future Directions Journal Article
In: Bulletin of the American Meteorological Society, vol. 103, pp. E973–E995, 2022, ISSN: 1520-0477.
Drought self-propagation in drylands due to land–atmosphere feedbacks Journal Article
In: Nature Geoscience, vol. 15, no. 4, pp. 262–268, 2022, ISSN: 1752-0908.
The Forecast Skill of the Northern Hemisphere Middle Latitudes Seasonal Oscillation and Its Impact on the Surface Air Temperature Journal Article
In: Geophysical Research Letters, vol. 49, no. 4, 2022, ISSN: 1944-8007.
Advancing interpretability of machine-learning prediction models Journal Article
In: Environmental Data Science, vol. 1, 2022, ISSN: 2634-4602.
In: Climate Dynamics, vol. 59, no. 1–2, pp. 61–75, 2022, ISSN: 1432-0894.
The Impact of Ocean Dynamics on Atlantic Sea Surface Temperature Variability PhD Thesis
George Mason University, 2022.
Improving the ESA CCI daily soil moisture time series with physically-based land surface model datasets using a Fourier time-filtering method Journal Article
In: Journal of Hydrometeorology, 2022, ISSN: 1525-7541.
The Role of Land-Atmosphere Interactions in the Improvement of Heatwave Prediction PhD Thesis
George Mason University, 2022.
Prediction of extreme events in precipitation and temperature over CONUS during boreal summer in the UFS coupled model Journal Article
In: Climate Dynamics, vol. 59, no. 1–2, pp. 109–125, 2022, ISSN: 1432-0894.
Evolution of land surface feedbacks on extreme heat: Adapting existing coupling metrics to a changing climate Journal Article
In: Frontiers in Environmental Science, vol. 10, pp. 949250, 2022.
Oceanic meridional transports and their roles in warm water volume variability and ENSO in the tropical Pacific Journal Article
In: Climate Dynamics, vol. 59, no. 1–2, pp. 245–261, 2022, ISSN: 1432-0894.
Statistical Methods for Climate Scientists Book
2022, ISBN: 9781108472418.
2021
In: Weather and Climate Extremes, vol. 34, pp. 100378, 2021, ISSN: 2212-0947.
Evaluating the large-scale hydrological cycle response within the Pliocene Model Intercomparison Project Phase 2 (PlioMIP2) ensemble Journal Article
In: Climate of the Past, vol. 17, no. 6, pp. 2537–2558, 2021, ISSN: 1814-9332.
Soil Moisture Influence on the Incidence of Summer Mesoscale Convective Systems in the U.S. Great Plains Journal Article
In: Monthly Weather Review, vol. 149, no. 12, pp. 3981–3994, 2021, ISSN: 1520-0493.
Comparing climate time series – Part 2: A multivariate test Journal Article
In: Advances in Statistical Climatology, Meteorology and Oceanography, vol. 7, pp. 73–85, 2021, ISSN: 2364-3587.
Modulation of mid-Atlantic tropical cyclone landfalls by the Madden-Julian Oscillation Journal Article
In: Weather and Climate Extremes, vol. 34, pp. 100387, 2021, ISSN: 2212-0947.
In: Climate Dynamics, vol. 58, no. 9–10, pp. 2333–2350, 2021, ISSN: 1432-0894.
In: Journal of Advances in Modeling Earth Systems, vol. 13, no. 10, 2021, ISSN: 1942-2466.
Pliocene decoupling of equatorial Pacific temperature and pH gradients Journal Article
In: Nature, vol. 598, no. 7881, pp. 457–461, 2021, ISSN: 1476-4687.
A mutual information criterion with applications to canonical correlation analysis and graphical models Journal Article
In: Stat, vol. 10, 2021, ISSN: 2049-1573.
Week 3–4 Prediction of Wintertime CONUS Temperature Using Machine Learning Techniques Journal Article
In: Frontiers in Climate, vol. 3, 2021, ISSN: 2624-9553.
Standard assessments of climate forecast skill can be misleading Journal Article
In: Nature Communications, vol. 12, no. 1, 2021, ISSN: 2041-1723.
Basinwide Connections of Upper-Ocean Temperature Variability in the Equatorial Indian Ocean Journal Article
In: Journal of Climate, vol. 34, no. 12, pp. 4675–4692, 2021, ISSN: 1520-0442.
In: Weather and Forecasting, vol. 36, no. 3, pp. 941–955, 2021, ISSN: 1520-0434.
Seasonal Forecasting Skill of Sea‐Level Anomalies in a Multi‐Model Prediction Framework Journal Article
In: Journal of Geophysical Research: Oceans, vol. 126, no. 6, 2021, ISSN: 2169-9291.
Correcting the corrected AIC Journal Article
In: Statistics & Probability Letters, vol. 173, pp. 109064, 2021, ISSN: 0167-7152.
Asian monsoon evolution linked to Pacific temperature gradients since the Late Miocene Journal Article
In: Earth and Planetary Science Letters, vol. 563, pp. 116882, 2021, ISSN: 0012-821X.
A stronger versus weaker Walker: understanding model differences in fast and slow tropical Pacific responses to global warming Journal Article
In: Climate Dynamics, vol. 57, no. 9–10, pp. 2505–2522, 2021, ISSN: 1432-0894.
Sources of Subseasonal Predictability over CONUS during Boreal Summer Journal Article
In: Journal of Climate, vol. 34, no. 9, pp. 3273–3294, 2021, ISSN: 1520-0442.
The Influence of South Pacific Convergence Zone Heating on the South Pacific Subtropical Anticyclone Journal Article
In: Journal of Climate, vol. 34, no. 10, pp. 3787–3798, 2021, ISSN: 1520-0442.
Evaluation of Long‐Term Temperature Trend and Variability in CMIP6 Multimodel Ensemble Journal Article
In: Geophysical Research Letters, vol. 48, no. 10, 2021, ISSN: 1944-8007.
Simulating Miocene Warmth: Insights From an Opportunistic Multi‐Model Ensemble (MioMIP1) Journal Article
In: Paleoceanography and Paleoclimatology, vol. 36, 2021, ISSN: 2572-4525.
Oceanic Pathways of an Active Pacific Meridional Overturning Circulation (PMOC) Journal Article
In: Geophysical Research Letters, vol. 48, no. 10, 2021, ISSN: 1944-8007.
The Miocene: The Future of the Past Journal Article
In: Paleoceanography and Paleoclimatology, vol. 36, no. 4, 2021, ISSN: 2572-4525.
Validating the Land-Atmosphere Coupling Behavior in Weather and Climate Models Using Observationally-Based Global Products Journal Article
In: Journal of Hydrometeorology, vol. 22, pp. 1507–1523, 2021, ISSN: 1525-7541.
Initialized Earth System prediction from subseasonal to decadal timescales Journal Article
In: Nature Reviews Earth & Environment, vol. 2, no. 5, pp. 340–357, 2021, ISSN: 2662-138X.
Land‐Atmosphere Interactions Exacerbated the Drought and Heatwave Over Northern Europe During Summer 2018 Journal Article
In: AGU Advances, vol. 2, 2021, ISSN: 2576-604X.
The Niño-3.4 Prediction Skill of Empirically Adjusted Wind Power Journal Article
In: Journal of Climate, vol. 34, no. 6, pp. 2001–2015, 2021, ISSN: 1520-0442.
In: Journal of Climate, vol. 34, pp. 2175–2187, 2021, ISSN: 1520-0442.
Influence of the Pacific Meridional Mode on ENSO Evolution and Predictability: Asymmetric Modulation and Ocean Preconditioning Journal Article
In: Journal of Climate, vol. 34, no. 5, pp. 1881–1901, 2021, ISSN: 1520-0442.
Evolving AMOC multidecadal variability under different CO2 forcings Journal Article
In: Climate Dynamics, vol. 57, no. 1–2, pp. 593–610, 2021, ISSN: 1432-0894.
Nonlinearity and Multivariate Dependencies in the Terrestrial Leg of Land‐Atmosphere Coupling Journal Article
In: Water Resources Research, vol. 57, no. 2, 2021, ISSN: 1944-7973.
The relative roles of decadal climate variations and changes in the ocean observing system on seasonal prediction skill of tropical Pacific SST Journal Article
In: Climate Dynamics, vol. 56, no. 9–10, pp. 3045–3063, 2021, ISSN: 1432-0894.
The relative roles of decadal climate variations and changes in the ocean observing system on seasonal prediction skill of tropical Pacific SST Journal Article
In: Climate Dynamics, vol. 56, no. 9–10, pp. 3045–3063, 2021, ISSN: 1432-0894.