CF
Christian L. E. Franzke
physics.ao-phphysics.data-anClimatestat.COAlgorithmsAtmospheric SciencesCalorieClimate changeClimate ChangeClimate suitability
On Valency
published · living versionsW_hzngk49w·v1 · currentpublished
Stochastic Climate Theory and Modelling
with Terence J. O'Kane, Judith Berner, Paul D. Williams, Valerio Lucarini
1 version
W_t9wkpg2c·v1published
Preprints & journals
28 papers in the corpus · 2006–2026Future changes in climate suitability, yields, and calorie optimization of four global staple food crops.42432103 · Mumo, Lucia, Franzke, Christian L E, Ravinandrasana, Vecchia P et al.2026 · 0 citationsScientific reports. 2026;16(1)
Impacts of precipitation during tropical cyclones and regional vulnerabilities on mortality in South Korea.42372847 · Min, Jieun, Chu, Jung-Eun, Oh, Jieun et al.2026 · 0 citationsEnvironmental research. 2026;306(Pt 1):125129
Systemic risk: Opportunities for inter- and transdisciplinary science to improve societal resilience.41541672 · Sillmann, Jana, Ciullo, Alessio, Franzke, Christian L E et al.2026 · 2 citationsiScience. 2026;29(1):114369
The first emergence of unprecedented global water scarcity in the Anthropocene.40987791 · Ravinandrasana, Vecchia P, Franzke, Christian L E2026 · 98 citationsNature communications. 2025;16(1):8281
Time of Emergence and Future Projections of Extremes of Malaria Infections in Africa.40538425 · Franzke, Christian L E, Parihar, Ruchi Singh2026 · 0 citationsGeoHealth. 2025;9(6):e2025GH001356
Evidence for preferred propagating terrestrial heatwave pathways due to Rossby wave activity.40399335 · Wang, Mingzhao, Huang, Yu, Franzke, Christian L E et al.2025 · 10 citationsNature communications. 2025;16(1):4742
Quantifying CO2 forcing effects on lightning, wildfires, and climate interactions.39937907 · Verjans, Vincent, Franzke, Christian L E, Lee, Sun-Seon et al.2025 · 14 citationsScience advances. 2025;11(7):eadt5088
Unraveling the role of the western North Pacific circulation anomaly in modulating Indian summer monsoon rainfall variability beyond ENSO.39333714 · Son, Jun-Hyeok, Franzke, Christian L E, Kim, Han-Kyoung et al.2024 · 8 citationsScientific reports. 2024;14(1):22236
Systematic multi-scale decomposition of ocean variability using machine learning.35907732 · Franzke, Christian L E, Gugole, Federica, Juricke, Stephan2022 · 8 citationsChaos (Woodbury, N.Y.). 2022;32(7):073122
Detecting causality from time series in a machine learning framework.32611084 · Huang, Yu, Fu, Zuntao, Franzke, Christian L E2020 · 51 citationsChaos (Woodbury, N.Y.). 2020;30(6):063116
Past and projected weather pattern persistence with associated multi-hazards in the British Islesghuzv · Paolo De Luca, Colin Harpham, Robert Wilby et al.2019 · 17 citationsEarthArXiv
Spatial trend analysis of gridded temperature data at varying spatial scales1901.08874v1 · Ola Haug, Thordis L Thorarinsdottir, Sigrunn H S\orbye et al.2019 · 5 citationsarXiv
Predictability of fat-tailed extremes.29346964 · Bódai, Tamás, Franzke, Christian2018 · 5 citationsPhysical review. E. 2017;96(3-1):032120
Extremes in dynamic-stochastic systems.28147494 · Franzke, Christian L E2017 · 24 citationsChaos (Woodbury, N.Y.). 2017;27(1):012101
Stochastic Climate Theory1612.07474v1 · Georg A. Gottwald, Daan T. Crommelin, Christian L. E. Franzke2016 · 6 citationsarXiv
Stochastic Parameterization: Towards a new view of Weather and Climate Models1510.08682v2 · Judith Berner, Ulrich Achatz, Lauriane Batte et al.2015 · 414 citationsarXivon Valency
Scale-dependency of the global mean surface temperature trend and its implication for the recent hiatus of global warming.26259555 · Lin, Yong, Franzke, Christian L E2016 · 17 citationsScientific reports. 2015;5:12971
A dynamical systems explanation of the Hurst effect and atmospheric low-frequency variability.25765880 · Franzke, Christian L E, Osprey, Scott M, Davini, Paolo et al.2015 · 41 citationsScientific reports. 2015;5:9068
Stochastic Climate Theory and Modelling1409.0423v1 · Christian L. E. Franzke, Terence J. O'Kane, Judith Berner et al.2014 · 208 citationsarXivon Valency
A brief history of long memory: Hurst, Mandelbrot and the road to ARFIMA1406.6018v3 · Timothy Graves, Robert B. Gramacy, Nicholas Watkins et al.2014 · 150 citationsEntropy, 19(9), (2017) 437
Efficient Bayesian inference for long memory processes1403.2940v2 · Timothy Graves, Robert B. Gramacy, Christian Franzke et al.2014 · 1 citationarXiv
Systematic Physics Constrained Parameter Estimation of Stochastic Differential Equations1312.1881v3 · Daniel Peavoy, Christian L. E. Franzke, Gareth O. Roberts2013 · 18 citationsarXiv
Persistent regimes and extreme events of the North Atlantic atmospheric circulation.23588042 · Franzke, Christian L E2013 · 32 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2013;371(1991):20110471
Robustness of estimators of long-range dependence and self-similarity under non-Gaussianity.22291232 · Franzke, Christian L E, Graves, Timothy, Watkins, Nicholas W et al.2012 · 52 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2012;370(1962):1250-67
Predictability of extreme events in a nonlinear stochastic-dynamical model.22587065 · Franzke, Christian2012 · 26 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2012;85(3 Pt 1):031134
Normal forms for reduced stochastic climate models.19228943 · Majda, Andrew J, Franzke, Christian, Crommelin, Daan2009 · 137 citationsProceedings of the National Academy of Sciences of the United States of America. 2009;106(10):3649-53
An applied mathematics perspective on stochastic modelling for climate.18445572 · Majda, Andrew J, Franzke, Christian, Khouider, Boualem2008 · 148 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2008;366(1875):2429-55
Distinct metastable atmospheric regimes despite nearly Gaussian statistics: a paradigm model.16714380 · Majda, Andrew J, Franzke, Christian L, Fischer, Alexander et al.2006 · 85 citationsProceedings of the National Academy of Sciences of the United States of America. 2006;103(22):8309-14
Career total: 240 works. 28 are in this corpus.
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