EGU21-4640, updated on 04 Mar 2021
https://doi.org/10.5194/egusphere-egu21-4640
EGU General Assembly 2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.

Stochastic analysis of the spatial stochastic structure of precipitation in the island of Crete, Greece

Olianna Akoumianaki1,2, Theano Iliopoulou1, Panayiotis Dimitriadis1, Emmanouil Varouchakis2, and Demetris Koutsoyiannis1
Olianna Akoumianaki et al.
  • 1National Technical University of Athens, School of Civil Engineering, Department of Water Resources and Technology, Athens, Greece
  • 2Department of Materials Science and Technology, University of Crete, Heraklion, Greece

In the last few years, the island of Crete (Greece - Eastern Mediterranean) has been affected by extreme events. In recent decades, hydrometeorological processes in the island of Crete are monitored by an extensive network of meteorological stations. Here we stochastically analyze the spatial stochastic structure of precipitation in the island by employing sophisticated statistical tools, as well as by analyzing a large database of daily precipitation records. We investigate fifty-eight rainfall stations scattered in the four prefectures of Crete, for the years 1974-2020. Descriptive statistical analysis of precipitation examines several temporal properties in the data, while correlation analysis of precipitation variability provides relations between stations and regions for spatial patterns identification. This work also investigates the precipitation variability by employing statistical tools such as the autocorrelation, autoregressive (seasonal) analysis, probability distribution function fitting, and climacogram calculation, i.e. variance of the averaged process vs. spatial and temporal scales, to identify statistical properties, temporal dependencies, potential similarities in the dependence structure and marginal probability distribution.

How to cite: Akoumianaki, O., Iliopoulou, T., Dimitriadis, P., Varouchakis, E., and Koutsoyiannis, D.: Stochastic analysis of the spatial stochastic structure of precipitation in the island of Crete, Greece, EGU General Assembly 2021, online, 19–30 Apr 2021, EGU21-4640, https://doi.org/10.5194/egusphere-egu21-4640, 2021.

Corresponding presentation materials formerly uploaded have been withdrawn.