Publications Using climpred

Below is a list of publications that have made use of climpred in their analysis. You can nod to climpred, e.g., in your acknowledgements section to help build the community. The main developers of the package intend to release a manuscript documenting climpred in 2020 with a citable DOI, so this can be referenced in the future.

Feel free to open a Pull Request to add your publication to the list!


  • Spring, A., Dunkl, I., Li, H., Brovkin, V., & Ilyina, T. (2021). Trivial improvements of predictive skill due to direct reconstruction of global carbon cycle. Earth System Dynamics Discussions, 1–36.


  • Brady, R.X., Lovenduski, N.S., Yeager, S.G., Long, M.C., Lindsay, K (2020). Skillful multiyear predictions of ocean acidification in the California Current System. Nature Communications, 11, 2166.

  • Spring, A., Ilyina, T. (2020). Predictability horizons in theglobal carbon cycle inferred from a perfect-model framework. Geophysical Research Letters, 47, e2019GL085311.

  • Krumhardt, K. M., Lovenduski, N. S., Long, M. C., Luo, J. Y., Lindsay, K., Yeager, S., & Harrison, C. (2020). Potential Predictability of Net Primary Production in the Ocean. Global Biogeochemical Cycles, 34(6), e2020GB006531.