Renewables.ninja PV and Wind Profiles |
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| Package version | |
| Description | Simulated hourly country-aggregated PV and wind capacity factors for Europe |
| Notes | This data package contains simulated wind and PV capacity factors from Renewables.ninja, at hourly resolution, for all European countries. Unlike the time series data package, which contains data reported from network operators, this package contains simulated data using historical weather conditions. — License: Creative Commons Attribution-NonCommercial 4.0, https://creativecommons.org/licenses/by-nc/4.0/. — More information and references to cite when using these data: https://doi.org/10.1016/j.energy.2016.08.060 and https://doi.org/10.1016/j.energy.2016.08.068 — The data are generated using the MERRA-2 reanalysis, for current PV and Wind capacities in Europe. For more data, e.g. PV simulations based on the SARAH dataset and future wind capacity factors, see https://www.renewables.ninja/#/country |
| Last changes | Initial release |
| Geographical scope | 36 European countries |
| Documentation | Documentation and script (view on GitHub) |
| Download | Data package (zip) opsd-ninja_pv_wind_profiles-2017-07-19.zip (90 MB)Individual data files (csv, xlsx) ninja_pv_wind_profiles_singleindex.csv (298 MB) Alternative file formats  Filter Database (SQLite)ninja_pv_wind_profiles.sqlite (385 MB) |
| Meta data | README.md datapackage.json |
| Input data | Not provided |
| Sources | Renewables.ninja |
| Data license | Creative Commons Attribution-NonCommercial 4.0 |
| Report issue | Report an issue on Github |
| Contact | Stefan Pfenninger |
| Subscribe | Get notified by email for updates |
Attribution should be given as follows:
[1] Pfenninger, Stefan and Staffell, Iain (2016). Long-term patterns of European PV output using 30 years of validated hourly reanalysis and satellite data. Energy 114, pp. 1251-1265. doi: 10.1016/j.energy.2016.08.060 |
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Field documentation
ninja pv wind profiles singleindex.csv
| Field Name | Type (Format) | Description |
|---|---|---|
| time | datetime (fmt:%Y-%m-%dT%H%M%SZ) | Start of time period in Coordinated Universal Time |
| AL_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Albania |
| AT_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Austria |
| AT_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Austria |
| AT_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Austria |
| BA_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Bosnia and Herzegovina |
| BE_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Belgium |
| BE_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Belgium |
| BE_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in Belgium |
| BE_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in Belgium |
| BE_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Belgium |
| BE_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Belgium |
| BE_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in Belgium |
| BE_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in Belgium |
| BG_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Bulgaria |
| BG_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Bulgaria |
| CH_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Switzerland |
| CH_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Switzerland |
| CY_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Cyprus |
| CY_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Cyprus |
| CZ_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Czech Republic |
| CZ_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Czech Republic |
| DE_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Germany |
| DE_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Germany |
| DE_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in Germany |
| DE_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in Germany |
| DE_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Germany |
| DE_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Germany |
| DE_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in Germany |
| DE_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in Germany |
| DK_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Denmark |
| DK_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Denmark |
| DK_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in Denmark |
| DK_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in Denmark |
| DK_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Denmark |
| DK_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Denmark |
| EE_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Estonia |
| EE_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Estonia |
| EE_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Estonia |
| ES_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Spain |
| ES_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Spain |
| ES_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Spain |
| ES_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Spain |
| FI_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Finland |
| FI_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Finland |
| FI_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in Finland |
| FI_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in Finland |
| FI_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Finland |
| FI_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Finland |
| FI_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in Finland |
| FI_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in Finland |
| FR_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in France |
| FR_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in France |
| FR_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in France |
| FR_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in France |
| FR_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in France |
| FR_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in France |
| FR_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in France |
| FR_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in France |
| GB_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Great Britain |
| GB_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Great Britain |
| GB_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in Great Britain |
| GB_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in Great Britain |
| GB_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Great Britain |
| GB_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Great Britain |
| GB_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in Great Britain |
| GB_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in Great Britain |
| GR_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Greece |
| GR_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Greece |
| GR_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Greece |
| HR_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Croatia |
| HR_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Croatia |
| HU_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Hungary |
| HU_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Hungary |
| IE_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Ireland |
| IE_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Ireland |
| IE_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in Ireland |
| IE_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in Ireland |
| IE_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Ireland |
| IE_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Ireland |
| IE_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in Ireland |
| IE_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in Ireland |
| IT_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Italy |
| IT_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Italy |
| IT_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Italy |
| IT_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Italy |
| IT_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in Italy |
| IT_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in Italy |
| LT_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Lithuania |
| LT_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Lithuania |
| LT_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Lithuania |
| LU_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Luxembourg |
| LU_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Luxembourg |
| LU_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Luxembourg |
| LV_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Latvia |
| LV_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Latvia |
| MD_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Moldova |
| ME_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Montenegro |
| MK_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Macedonia |
| MK_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Macedonia |
| MT_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Malta |
| NL_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Netherlands |
| NL_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Netherlands |
| NL_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in Netherlands |
| NL_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in Netherlands |
| NL_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Netherlands |
| NL_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Netherlands |
| NL_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in Netherlands |
| NL_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in Netherlands |
| NO_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Norway |
| NO_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Norway |
| NO_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in Norway |
| NO_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in Norway |
| NO_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Norway |
| NO_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Norway |
| NO_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in Norway |
| NO_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in Norway |
| PL_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Poland |
| PL_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Poland |
| PL_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Poland |
| PL_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Poland |
| PT_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Portugal |
| PT_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Portugal |
| PT_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Portugal |
| RO_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Romania |
| RO_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Romania |
| RO_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Romania |
| RS_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Serbia |
| SE_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Sweden |
| SE_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Sweden |
| SE_wind_offshore_current | number (float) | Offshore current wind generation capacity factor in Sweden |
| SE_wind_onshore_current | number (float) | Onshore current wind generation capacity factor in Sweden |
| SE_wind_national_long-termfuture | number (float) | Nationally-aggregated long-term future wind generation capacity factor in Sweden |
| SE_wind_national_near-termfuture | number (float) | Nationally-aggregated near-term future wind generation capacity factor in Sweden |
| SE_wind_offshore_near-termfuture | number (float) | Offshore near-term future wind generation capacity factor in Sweden |
| SE_wind_onshore_near-termfuture | number (float) | Onshore near-term future wind generation capacity factor in Sweden |
| SI_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Slovenia |
| SI_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Slovenia |
| SK_pv_national_current | number (float) | Nationally-aggregated current pv generation capacity factor in Slovakia |
| SK_wind_national_current | number (float) | Nationally-aggregated current wind generation capacity factor in Slovakia |