Future PV production potential in Northern Europe under changing snow conditions: A multi-model assessment

Future changes in solar photovoltaic (PV) energy production potential in Northern Europe were assessed by utilising daily solar radiation, snow and temperature data from 13 global climate models. Since the modelled snow cover data represent horizontal ground, the findings primarily apply to solar panels with a low tilt angle. The key outcome of the analysis is that a reduction in snow cover in the future will substantially increase the potential for PV production. For a moderate greenhouse gas scenario, the projected multi-model mean change in production from 1981–2010 to 2070–2099 is approximately 20% in Northern Scandinavia and slightly less than 10% in northern Central Europe. If the impacts of snow cover were disregarded, the change would be smaller than 5% in most of the domain. In absolute terms, the increase is largest in spring when there is abundant solar radiation and the snow cover effectively responds to warming. While the models agree on the sign of change, particularly in spring, there is considerable divergence in the magnitude of the increase. Alongside the projected increase in temporally averaged production potential, the proportion of days favourable for solar PV production increases substantially, especially in April and May. The analysis indicates that when assessing future changes in PV production in boreal areas, it is of utmost importance to consider changes in the snow cover. • In Northern Europe, annual PV production is assessed to increase locally by up to 20%. • The largest increase in production potential occurs in spring. • The increase is mainly induced by changes in snow cover rather than radiation. • The proportion of days favourable for solar PV production increases substantially. • The present findings are applicable to panels with a low tilt angle.

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Publication Details

Journal
Solar Energy
Published
2025-09-04
DOI
https://doi.org/10.1016/j.solener.2025.113896
Citations
1
Primary Topic
Integrated Energy Systems Optimization
Type
article
Field-Weighted Citation Impact
0.73
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article

Future PV production potential in Northern Europe under changing snow conditions: A multi-model assessment

Juha Karhu, Petri Räisänen, Kimmo Ruosteenoja, Anders V. Lindfors
1 citations
Solar Energy
Integrated Energy Systems Optimization
0.73
article

Future PV production potential in Northern Europe under changing snow conditions: A multi-model assessment

Juha Karhu, Petri Räisänen, Kimmo Ruosteenoja, Anders V. Lindfors
article en
1 citations

Abstract

Future changes in solar photovoltaic (PV) energy production potential in Northern Europe were assessed by utilising daily solar radiation, snow and temperature data from 13 global climate models. Since the modelled snow cover data represent horizontal ground, the findings primarily apply to solar panels with a low tilt angle. The key outcome of the analysis is that a reduction in snow cover in the future will substantially increase the potential for PV production. For a moderate greenhouse gas scenario, the projected multi-model mean change in production from 1981–2010 to 2070–2099 is approximately 20% in Northern Scandinavia and slightly less than 10% in northern Central Europe. If the impacts of snow cover were disregarded, the change would be smaller than 5% in most of the domain. In absolute terms, the increase is largest in spring when there is abundant solar radiation and the snow cover effectively responds to warming. While the models agree on the sign of change, particularly in spring, there is considerable divergence in the magnitude of the increase. Alongside the projected increase in temporally averaged production potential, the proportion of days favourable for solar PV production increases substantially, especially in April and May. The analysis indicates that when assessing future changes in PV production in boreal areas, it is of utmost importance to consider changes in the snow cover. • In Northern Europe, annual PV production is assessed to increase locally by up to 20%. • The largest increase in production potential occurs in spring. • The increase is mainly induced by changes in snow cover rather than radiation. • The proportion of days favourable for solar PV production increases substantially. • The present findings are applicable to panels with a low tilt angle.

Solar EnergyVol. 301
Finnish Meteorological Institute (FI)
Openalex Percentile: Top 24%
Integrated Energy Systems Optimization
0.73
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