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The impact of the North Atlantic Oscillation on European hydro-power generation

The impact of the North Atlantic Oscillation on European hydro-power generation

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Authors

Matteo De Felice , Laurent Dubus , Emma Suckling, Alberto Troccoli

Abstract

In this paper we analyse and quantify the impact of North Atlantic Oscillation (NAO) on the daily hydropower generation in the European countries. We create a consistent dataset of hydropower generation using a machine- learning methodology, this activity is an output of the Copernicus Climate Change Service ECEM contract. The model is set up using generation data on 2015-2016, and then an artificial dataset was built over the period 1979- 2017, as if the installed capacity, that of 2017, had been the same all along the period, using reanalysis data for the meteorological variables. This synthetic dataset thus generated has been used to analy...  more

DOI

https://doi.org/10.31223/osf.io/8sntx

Subjects

Earth Sciences, Environmental Sciences, Physical Sciences and Mathematics, Sustainability

Keywords

reanalysis, climate impacts, energy & meteorology, hydro-power, random forests, teleconnections

Dates

Published: 2018-07-02 10:19

License

CC BY Attribution 4.0 International