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20222026
most citedTurbine location-aware multi-decadal wind power predictions for Germany using CMIP6

1 citations · 1 across the 6 of their papers we have counts for

collaborators

6 papers

physics.ao-ph2026

Uncertainty in wind and solar projections depends on global and regional climate models

Nina Effenberger, Reto Knutti

Ensembles of regional-global climate model combinations show substantial spread in projected wind and solar resources. Using 31 RCM-GCM pairs, we quantify the sources of this sprea…

stat.AP2025

Bridging CORDEX and CMIP6: Machine Learning Downscaling for Wind and Solar Energy Droughts in Central Europe

Nina Effenberger, Maxim Samarin, Maybritt Schillinger +1

Reliable regional climate information is essential for assessing the impacts of climate change and for planning in sectors such as renewable energy; yet, producing high-resolution…

stat.AP2024

Climate data selection for multi-decadal wind power forecasts

Sofia Morelli, Nina Effenberger, Luca Schmidt +1

Reliable wind speed data is crucial for applications such as estimating local (future) wind power. Global Climate Models (GCMs) and Regional Climate Models (RCMs) provide forecasts…

physics.ao-ph2024★ 1 cited

Turbine location-aware multi-decadal wind power predictions for Germany using CMIP6

Nina Effenberger, Nicole Ludwig

Climate change will impact wind and therefore wind power generation with largely unknown effect and magnitude. Climate models can provide insights and should be used for long-term…

stat.AP2023

Mind the (spectral) gap: How the temporal resolution of wind data affects multi-decadal wind power forecasts

Nina Effenberger, Nicole Ludwig, Rachel H. White

To forecast wind power generation in the scale of years to decades, outputs from climate models are often used. However, one major limitation of the data projected by these models…

cs.LG2022

A Collection and Categorization of Open-Source Wind and Wind Power Datasets

Nina Effenberger, Nicole Ludwig

Wind power and other forms of renewable energy sources play an ever more important role in the energy supply of today's power grids. Forecasting renewable energy sources has theref…