Zonally contrasting shifts of the tropical rain belt in response to climate change von Mamalakis, Antonios, Randerson, James T., Yu, Jin-Yi, Pritchard, Michael S., Magnusdottir, Gudrun, Smyth, Padhraic, Levine, Paul A., Yu, Sungduk, Foufoula-Georgiou, Efi

Volltext

Using Explainable Artificial Intelligence to Quantify “Climate Distinguishability” After Stratospheric Aerosol Injection von Mamalakis, Antonios, Barnes, Elizabeth A., Hurrell, James W.

Volltext

A new interhemispheric teleconnection increases predictability of winter precipitation in southwestern US von Mamalakis, Antonios, Yu, Jin-Yi, Randerson, James T., AghaKouchak, Amir, Foufoula-Georgiou, Efi

Volltext

Neural network attribution methods for problems in geoscience: A novel synthetic benchmark dataset von Mamalakis, Antonios, Ebert-Uphoff, Imme, Barnes, Elizabeth A.

Volltext

Climate-driven changes in the predictability of seasonal precipitation von Le, Phong V. V., Randerson, James T., Willett, Rebecca, Wright, Stephen, Smyth, Padhraic, Guilloteau, Clément, Mamalakis, Antonios, Foufoula-Georgiou, Efi

Volltext

Author Correction: Climate-driven changes in the predictability of seasonal precipitation von Le, Phong V. V., Randerson, James T., Willett, Rebecca, Wright, Stephen, Smyth, Padhraic, Guilloteau, Clément, Mamalakis, Antonios, Foufoula-Georgiou, Efi

Volltext

Reply to: A critical examination of a newly proposed interhemispheric teleconnection to Southwestern US winter precipitation von Mamalakis, Antonios, Yu, Jin-Yi, Randerson, James T., AghaKouchak, Amir, Foufoula-Georgiou, Efi

Volltext

Threshold detection for the generalized Pareto distribution: Review of representative methods and application to the NOAA NCDC daily rainfall database von Langousis, Andreas, Mamalakis, Antonios, Puliga, Michelangelo, Deidda, Roberto

Volltext

Estimation of seawater retreat timescales in homogeneous and confined coastal aquifers based on dimensional analysis von Mamalakis, Antonios, Kaleris, Vassilios

Volltext

A parametric approach for simultaneous bias correction and high‐resolution downscaling of climate model rainfall von Mamalakis, Antonios, Langousis, Andreas, Deidda, Roberto, Marrocu, Marino

Volltext

Assessing the relative effectiveness of statistical downscaling and distribution mapping in reproducing rainfall statistics based on climate model results von Langousis, Andreas, Mamalakis, Antonios, Deidda, Roberto, Marrocu, Marino

Volltext

Underestimated MJO Variability in CMIP6 Models von Le, Phong V. V., Guilloteau, Clément, Mamalakis, Antonios, Foufoula‐Georgiou, Efi

Volltext

Hotspots of Predictability: Identifying Regions of High Precipitation Predictability at Seasonal Timescales From Limited Time Series Observations von Mamalakis, Antonios, AghaKouchak, Amir, Randerson, James T., Foufoula‐Georgiou, Efi

Volltext

Graph-Guided Regularized Regression of Pacific Ocean Climate Variables to Increase Predictive Skill of Southwestern U.S. Winter Precipitation von Stevens, Abby, Willett, Rebecca, Mamalakis, Antonios, Foufoula-Georgiou, Efi, Tejedor, Alejandro, Randerson, James T., Smyth, Padhraic, Wright, Stephen

Volltext

A Multivariate Probabilistic Framework for Tracking the Intertropical Convergence Zone: Analysis of Recent Climatology and Past Trends von Mamalakis, Antonios, Foufoula‐Georgiou, Efi

Volltext

Carefully Choose the Baseline: Lessons Learned from Applying XAI Attribution Methods for Regression Tasks in Geoscience von Mamalakis, Antonios, Barnes, Elizabeth A., Ebert-Uphoff, Imme

Volltext

Rotated Spectral Principal Component Analysis (rsPCA) for Identifying Dynamical Modes of Variability in Climate Systems von Guilloteau, Clément, Mamalakis, Antonios, Vulis, Lawrence, Le, Phong V. V., Georgiou, Tryphon T., Foufoula-Georgiou, Efi

Volltext

Investigating the Fidelity of Explainable Artificial Intelligence Methods for Applications of Convolutional Neural Networks in Geoscience von Mamalakis, Antonios, Barnes, Elizabeth A., Ebert-Uphoff, Imme

Volltext

Artificial intelligence for climate prediction of extremes: State of the art, challenges, and future perspectives von Materia, Stefano, García, Lluís Palma, Straaten, Chiem, O, Sungmin, Mamalakis, Antonios, Cavicchia, Leone, Coumou, Dim, Luca, Paolo, Kretschmer, Marlene, Donat, Markus

Volltext

Zonally contrasting shifts of the tropical rainbelt in response to climate change von Mamalakis, Antonios, Randerson, James T, Yu, Jin-Yi, Pritchard, Michael S, Magnusdottir, Gudrun, Smyth, Padhraic, Levine, Paul A, Yu, Sungduk, Foufoula-Georgiou, Efi

Volltext