Data and Code on Extreme Inflow and Lowflow Analysis for Alpine Reservoirs

DOI

Summary

  • Dataset of daily inflow to Luzzone reservoir in Ticino, Switzerland

  • R scripts used to generate return levels for low reservoir inflow, low precipitation, high inflow, and extreme high precipitation based on various methods from extreme value analysis

Data

The dataset included here is the "natural" reservoir inflow for the Luzzone reservoir. Additional analyses were conducted on daily total precipitation of 6 meteorological stations (abbreviations: TIOLI, TIOLV, COM, VRN, VLS, ZEV). These precipitation data are freely available for teaching and research from the MeteoSwiss IDAweb portal (https://www.meteoswiss.admin.ch/services-and-publications/service/weather-and-climate-products/data-portal-for-teaching-and-research.html).

Codes

R scripts used to determine return levels of the data set are included for both extreme high events and low events. The scripts include the following methods for calculating return levels:

  • GEV (Generalized Extreme Value)

  • GPD and GPDd (Generalized Pareto Distribution including declustered version)

  • eGPD (extended Generalized Pareto Distribution)

  • MEV (Metastatistical Extreme Value)

Identifier
DOI https://doi.org/10.16904/envidat.415
Metadata Access https://www.envidat.ch/api/action/package_show?id=b138fae4-b287-4af6-b666-ef860ac593ff
Provenance
Creator Tatjana, Milojevic, 0000-0001-9118-7103; Sibylle, Wiederkehr,; Juliette, Blanchet, 0000-0001-8088-8895; Anton, Lüthi,; Michael, Lehning, 0000-0002-8442-0875
Publisher EnviDat
Publication Year 2023
Funding Reference European Union’s Horizon 2020 - Marie Skłodowska-Curie , 754354
Rights cc-by-sa; Creative Commons Attribution Share-Alike (CC-BY-SA)
OpenAccess true
Contact envidat(at)wsl.ch
Representation
Language English
Resource Type Dataset
Version 1.0
Discipline Environmental Sciences
Spatial Coverage (8.976 LON, 46.567 LAT); Switzerland
Temporal Coverage Begin 2000-01-01T00:00:00Z
Temporal Coverage End 2019-12-31T00:00:00Z