Climate of the Past
Climate of the Past
CP
Articles | Volume 17, issue 5
Articles | Volume 17, issue 5
https://doi.org/10.5194/cp-17-2031-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/cp-17-2031-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 17, issue 5
Research article
 | Highlight paper
 | 
08 Oct 2021
Research article | Highlight paper |  | 08 Oct 2021

Statistical characteristics of extreme daily precipitation during 1501 BCE–1849 CE in the Community Earth System Model

Woon Mi Kim, Richard Blender, Michael Sigl, Martina Messmer, and Christoph C. Raible

Supplement

https://doi.org/10.5194/cp-17-2031-2021-supplement

Data sets

Data for publication "Statistical characteristics of extreme daily precipitation during 1501BCE-1849CE in the Community Earth System Model" Woon Mi Kim, Richard Blender, Michael Sigl, Martina Messmer, and Christoph C. Raible https://doi.org/10.5281/zenodo.5513689

NOAA Extended Reconstructed Sea Surface Temperature (ERSST), Version 5 B. Huang, P. W. Thorne, V. F. Banzon, T. Boyer, G. Chepurin, J. H. Lawrimore, M. J. Menne, T. M. Smith, R. S. Vose, and H.-M. Zhang https://doi.org/10.7289/V5T72FNM

ERA5 Reanalysis European Centre for Medium-Range Weather Forecasts https://doi.org/10.5065/D6X34W69

Model code and software

wmk21/EVT-D-statistics-comparison: EVT-D-statistics-comparison (EVT-D-statistics) Woon Mi Kim https://doi.org/10.5281/zenodo.5553094

ismev: An Introduction to Statistical Modeling of Extreme Values J. E. Heffernan and A. G. Stephenson https://CRAN.R-project.org/package=ismev

Extreme Value Analysis E. R. Gilleland https://CRAN.R-project.org/package=extRemes

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Short summary
To understand the natural characteristics and future changes of the global extreme daily precipitation, it is necessary to explore the long-term characteristics of extreme daily precipitation. Here, we used climate simulations to analyze the characteristics and long-term changes of extreme precipitation during the past 3351 years. Our findings indicate that extreme precipitation in the past is associated with internal climate variability and regional surface temperatures.
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