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ORCID: https://orcid.org/0000-0002-6631-9968, Osman, M., Vera, C. S. and Kretschmer, M.
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(2025)
Explaining and predicting the Southern Hemisphere Eddy Driven Jet.
Proceedings of the National Academy of Sciences of the United States of America, 122 (29).
e2500697122.
ISSN 0027-8424
doi: 10.1073/pnas.2500697122
Materia, S., García, L. P., van Straaten, C., O, S., Mamalakis, A., Cavicchia, L., Coumou, D., de Luca, P., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526 and Donat, M.
(2024)
Artificial intelligence for climate prediction of extremes: state of the art, challenges, and future perspectives.
WIREs Climate Change, 15 (6).
e914.
ISSN 1757-7799
doi: 10.1002/wcc.914
Bommer, P. L., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526, Hedström, A., Bareeva, D. and Höhne, M. M.-C.
(2024)
Finding the right XAI method — a guide for the evaluation and ranking of explainable AI methods in climate science.
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ISSN 2769-7525
doi: 10.1175/aies-d-23-0074.1
Mahecha, M. D., Bastos, A., Bohn, F. J., Eisenhauer, N., Feilhauer, H., Hickler, T., Kalesse‐Los, H., Migliavacca, M., Otto, F. E. L., Peng, J., Sippel, S., Tegen, I., Weigelt, A., Wendisch, M., Wirth, C., Al‐Halbouni, D., Deneke, H., Doktor, D., Dunker, S., Duveiller, G., Ehrlich, A., Foth, A., García‐García, A., Guerra, C. A., Guimarães‐Steinicke, C., Hartmann, H., Henning, S., Herrmann, H., Hu, P., Ji, C., Kattenborn, T., Kolleck, N., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526, Kühn, I., Luttkus, M. L., Maahn, M., Mönks, M., Mora, K., Pöhlker, M., Reichstein, M., Rüger, N., Sánchez‐Parra, B., Schäfer, M., Stratmann, F., Tesche, M., Wehner, B., Wieneke, S., Winkler, A. J., Wolf, S., Zaehle, S., Zscheischler, J. and Quaas, J.
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Biodiversity and climate extremes: known interactions and research gaps.
Earth's Future, 12 (6).
e2023EF003963.
ISSN 2328-4277
doi: 10.1029/2023ef003963
Messori, G., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526, Lee, S. H. and Wendt, V.
(2022)
Stratospheric downward wave reflection events modulate North American weather regimes and cold spells.
Weather and Climate Dynamics, 3 (4).
pp. 1215-1236.
ISSN 2698-4024
doi: 10.5194/wcd-3-1215-2022
Cohen, J., Agel, L., Barlow, M., Furtado, J. C., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526 and Wendt, V.
(2022)
The “polar vortex” winter of 2013/14.
Journal of Geophysical Research: Atmospheres, 127 (17).
e2022JD036493.
ISSN 2169-897X
doi: 10.1029/2022jd036493
Karpechko, A. Y., Afargan‐Gerstman, H., Butler, A. H., Domeisen, D. I. V., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526, Lawrence, Z., Manzini, E., Sigmond, M., Simpson, I. R. and Wu, Z.
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Northern hemisphere stratosphere‐troposphere circulation change in CMIP6 models: 1. inter‐model spread and scenario sensitivity.
Journal of Geophysical Research: Atmospheres, 127 (18).
e2022JD036992.
ISSN 2169-897X
doi: 10.1029/2022jd036992
Ludescher, J., Martin, M., Boers, N., Bunde, A., Ciemer, C., Fan, J., Havlin, S., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526, Kurths, J., Runge, J., Stolbova, V., Surovyatkina, E. and Schellnhuber, H. J.
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Network-based forecasting of climate phenomena.
Proceedings of the National Academy of Sciences of the United States of America, 118 (47).
e1922872118.
ISSN 0027-8424
doi: 10.1073/pnas.1922872118
Polkova, I., Afargan-Gerstman, H., Domeisen, D. I. V., King, M. P., Ruggieri, P., Athanasiadis, P., Dobrynin, M., Aarnes, Ø., Kretschmer, M.
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(2021)
Predictors and prediction skill for marine cold-air outbreaks over the Barents Sea.
Quarterly Journal of the Royal Meteorological Society, 147 (738).
pp. 2638-2656.
ISSN 0035-9009
doi: 10.1002/qj.4038
Saggioro, E., de Wiljes, J., Kretschmer, M.
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Reconstructing regime-dependent causal relationships from observational time series.
Chaos: An Interdisciplinary Journal of Nonlinear Science, 30 (11).
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ISSN 1089-7682
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Pfleiderer, P., Schleussner, C.-F., Geiger, T. and Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526
(2020)
Robust predictors for seasonal Atlantic hurricane activity identified with causal effect networks.
Weather and Climate Dynamics, 1 (2).
pp. 313-324.
ISSN 2698-4024
doi: 10.5194/wcd-1-313-2020
Matthias, V. and Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526
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The influence of stratospheric wave reflection on North American cold spells.
Monthly Weather Review, 148 (4).
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ISSN 0027-0644
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ORCID: https://orcid.org/0000-0001-6835-5658, Ionita, M., Kretschmer, M.
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Divergent consensuses on Arctic amplification influence on midlatitude severe winter weather.
Nature Climate Change, 10 (1).
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ISSN 1758-678X
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Cohen, J., Zhang, X., Francis, J., Jung, T., Kwok, R., Overland, J., Ballinger, T. J., Bhatt, U. S., Chen, H. W., Coumou, D., Feldstein, S., Gu, H., Handorf, D., Henderson, G., Ionita, M., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526, Laliberte, F., Lee, S., Linderholm, H. W., Maslowski, W., Peings, Y., Pfeiffer, K., Rigor, I., Semmler, T., Stroeve, J., Taylor, P. C., Vavrus, S., Vihma, T., Wang, S., Wendisch, M., Wu, Y. and Yoon, J.
(2019)
Divergent consensuses on Arctic amplification influence on midlatitude severe winter weather.
Nature Climate Change, 10 (1).
pp. 20-29.
ISSN 1758-678X
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Runge, J., Nowack, P., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526, Flaxman, S. and Sejdinovic, D.
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Detecting and quantifying causal associations in large nonlinear time series datasets.
Science Advances, 5 (11).
eaau4996.
ISSN 2375-2548
doi: 10.1126/sciadv.aau4996
Di Capua, G., Kretschmer, M.
ORCID: https://orcid.org/0000-0002-2756-9526, Runge, J., Alessandri, A., Donner, R. V., van den Hurk, B., Vellore, R., Krishnan, R. and Coumou, D.
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Long-lead statistical forecasts of the Indian summer monsoon rainfall based on causal precursors.
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ISSN 0882-8156
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