The TENAX model

The TEmperature-dependent Non-Asymptotic statistical model for eXtreme return levels (TENAX) is a parsimonious non-stationary and non-asymptotic theoretical framework that incorporates temperature as a covariate to estimate changes in precipitation return levels (IDF curves).

An example of the TENAX application from Switzerland.

References

Marra, F., Koukoula, M., Canale, A., and Peleg, N., (2024) Predicting extreme sub-hourly precipitation intensification based on temperature shifts, Hydrology and Earth System Sciences, 28, 375–389.

Code

Marra, F., & Peleg, N. (2023). TEmperature-dependent Non-Asymptotic statistical model for eXtreme return levels (TENAX) (version 1.1). Zenodo. https://doi.org/10.5281/zenodo.8345905