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).
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