EGU22-947
https://doi.org/10.5194/egusphere-egu22-947
EGU General Assembly 2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.

Evaluating probability distribution functions for the Standardized Precipitation Evapotranspiration Index over Ethiopia

Estifanos Addisu Yimer1, Bert Van Schaeybroeck2, Hans Van De Vyver2, and Ann Van Griensven1,3
Estifanos Addisu Yimer et al.
  • 1VUB, Hydrology and hydraulic engineering, Belgium (estifanos.addisu.yimer@vub.be)
  • 2RMI, Royal meteorological institute of Belgium
  • 3IHE-Delft Institute for Water Education / UNESCO-IHE, Netherlands

Drought indices are used to identify and monitor drought events. Standardized precipitation evapotranspiration index (SPEI) is a widely used index based on accumulated water balance. There is, however, no broad consensus on which probability distribution is most appropriate for water balances. We investigate this issue for Ethiopia using 125 meteorological stations spread over the country. Based on long-term series, a selection was made among the generalized extreme value, Pearson type 3, and generalized logistics (Genlog) distributions. Additionally, the effect of using actual instead of potential evapotranspiration and a limited amount of data (10, 15, 20, and 25 years) is explored.

Genlog is found to be the best distribution for all accumulation periods. Furthermore, there is a considerable difference amongst the SPEI values estimated from the three distributions on the identification of extreme wet or extreme dry periods. Next, there are significant differences between standardized precipitation actual evapotranspiration index (SPAEI) and SPEI, signifying the importance of drought index selection and input data for proper drought monitoring. Finally, time series of 20 or 25 years of data lead to almost similar SPEI values as those estimated using more than 30 years of data so could potentially be used to assess drought in Ethiopia.

Key words: Drought; SPEI; Candidate distribution; Global datasets; SPAEI; short time series

How to cite: Yimer, E. A., Van Schaeybroeck, B., Van De Vyver, H., and Van Griensven, A.: Evaluating probability distribution functions for the Standardized Precipitation Evapotranspiration Index over Ethiopia, EGU General Assembly 2022, Vienna, Austria, 23–27 May 2022, EGU22-947, https://doi.org/10.5194/egusphere-egu22-947, 2022.