90 Publications (Page 1 of 4)
2024
Moving beyond post-hoc XAI: Lessons learned from dynamical climate modeling
 
Scalable Feature Extraction and Tracking (SCAFET): a general framework for feature extraction from large climate data sets. Geoscientific Model Development
. | Journal Article
 
Similarities in Meteorological Composites Among Different Atmospheric River Detection Tools During Atmospheric River Landfall.
 
Supplementary material to "Moving beyond post-hoc XAI: Lessons learned from dynamical climate modeling"
2023
A convection-permitting dynamically downscaled dataset over the Midwestern United States
Lauer, A.Devaney, J.Kieu, C.O’Brien, T.A.Robeson, S.M.Staten, P.W. and Vu, T.A.
Geoscience Data Journal, vol. 10, pp. 429-446. | Journal Article
 
A framework for detection and attribution of regional precipitation change: Application to the United States historical record
Risser, M.D.Risser, MDCollins, WdWehner, MFO?Brien, T.A.O’Brien, TAPaciorek, CJO’Brien, JPPatricola, CMHuang, HUllrich, PA and Loring, B
Climate Dynamics, vol. 60, pp. 705-741. | Journal Article
 
Atmospheric moisture intrusion into the Arctic: sources, impact, and trends
 
Atmospheric Rivers in the Eastern and Midwestern United States Associated with Baroclinic Waves
 
Explaining the unexplainable: leveraging extremal dependence to characterize the 2021 Pacific Northwest heatwave
Zhang, L.Risser, M.D.Wehner, M.F. and O?Brien, T.A.
 
Future Atmospheric Rivers and Impacts on Precipitation: Overview of the ARTMIP Tier 2 High‐Resolution Global Warming Experiment. Geophysical Research Letters
. | Journal Article
 
Identifying Atmospheric Rivers and their Poleward Latent Heat Transport with Generalizable Neural Networks: ARCNNv1
 
Observed increase in the peak rain rates of monsoon depressions. npj Climate and Atmospheric Science
. | Journal Article
 
Observed increase in the peak rain rates of monsoon depressions. npj Climate and Atmospheric Science
. | Journal Article
 
Relationship Between Atmospheric Rivers and the Dry Season Extreme Precipitation in Central-Western Mexico
 
Rise in Rainfall of South Asian Monsoon Low-Pressure Systems
 
Scalable Feature Extraction and Tracking (SCAFET): A general framework for feature extraction from large climate datasets
 
Supplementary material to "Scalable Feature Extraction and Tracking (SCAFET): A general framework for feature extraction from large climate datasets"
2022
Accounting for the spatial structure of weather systems in detected changes in precipitation extremes
Zhang, L.Risser, M.D.Molter, E.M.Wehner, M.F. and O’Brien, T.A.
Weather and Climate Extremes, vol. 38. | Journal Article
 
Accounting for the Spatial Structure of Weather Systems in Detected Changes in Precipitation Extremes
Zhang, L.Risser, M.D.Molter, E.M.Wehner, M.F. and O?Brien, T.A.
 
An Overview of ARTMIP’s Tier 2 Reanalysis Intercomparison: Uncertainty in the Detection of Atmospheric Rivers and Their Associated Precipitation
Collow, A.B.M.Shields, C.A.Guan, B.Kim, S.Lora, J.M.McClenny, E.E.Nardi, K.Shearer, E.J.Tomé, R.Wille, J.D.Ramos, A.M.Gorodetskaya, I.V.Leung, L.R.O?Brien, T.A.Ralph, F.M.Rutz, J.Ullrich, P.A. and Wehner, M.
Journal of Geophysical Research: Atmospheres, vol. 127. | Journal Article
 
Anthropogenic aerosols mask increases in US rainfall by greenhouse gases
Risser, M.D.Risser, MCollins, WWehner, MO?Brien, T.A.O’Brien, THuang, H and Ullrich, P
 
Anthropogenic contributions to the 2021 Pacific Northwest heatwave
 
Anthropogenic contributions to the 2021 Pacific Northwest heatwave. Geophysical Research Letters
. | Journal Article
 
Characteristics and Variability of Winter Northern Pacific Atmospheric River Flavors. Journal of Geophysical Research: Atmospheres
. | Journal Article
 
Exploratory Precipitation Metrics: Spatiotemporal Characteristics, Process-Oriented, and Phenomena-Based
Leung, L.R.Boos, W.R.Catto, J.L.Demott, C.A.Martin, G.M.Neelin, J.D.O?Brien, T.A.Xie, S.Feng, Z.Klingaman, N.P.Kuo, Y.-H.Lee, R.W.Martinez-Villalobos, C.Vishnu, S.Priestley, M.D.K.Tao, C. and Zhou, Y.
Journal of Climate, vol. 35, pp. 3659-3686. | Journal Article