| dataFormat | NetCDF |
| featureType | Station |
| dataSize | 314119 |
| id | dimred/DimRed_PAC_Solete.nc |
Dataset: DimRed_PAC_Solete.nc
Catalog: /thredds/catalog/dimred/catalog.html
Access:
| Service | Type | Description |
|---|---|---|
| OpenDAP | Data Access | Access dataset through OPeNDAP using the DAP2 protocol. |
| File Download | ||
| NetcdfSubset | Data Access | A web service for subsetting CDM scientific point datasets. |
Viewers:
| Viewer | Type | Description |
|---|---|---|
| default_viewer.ipynb | Jupyter Notebook | The TDS default viewer attempts to plot any Variable contained in the Dataset. |
Description:
- Summary: The present datasets contain photovoltaic production measurements (in Watts AC or DC depending on the station) from four stations located in different climatic regions. The type of production data available for each station is specified in the metadata of the corresponding files. For two stations, Palaiseau and Alice Springs, the datasets also include quality flags corresponding to the results of the quality control routine described by Visser et al. (2022, https://doi.org/10.1063/5.0100939), which was applied to ensure data quality. For the other stations, quality checks had already been performed by the original data providers, and no additional routine was applied. Flagged data points were subsequently corrected using a dedicated method designed to handle missing data (TBD). Detailed information on the original data sources and the parameters used for quality checks is provided in the metadata of the datasets. For more information please check the related article (TBD) or Data Management Plan (TBD).
- Acknowledgments: We would like to thanks the original investigators for providing their data sets. Thanks to the Webservice-Energy initiative supported by MINES Paris PSL, and other funding partners.
- How to cite: Hassen Bouzgou, Cyril Voyant, Gilles Noton, Claudio Francesco Nicolosi, Asloune Mohammed, Kamel Abdeladim, Gabriel Chesnoiu, Lionel Menard, Chris Gueymard. Parsimonious Dimensionality Reduction with Redundancy Awareness for Direct PV Power Time-Series Forecasting. 2026. If you only use a subset of the data please specify only the stations or networks used in your analysis.
Contributors:
- Principal Investigator : Cyril Voyant
- Principal Investigator : Gabriel Chesnoiu
- Data Manager : Lionel Menard
- Data Manager : Raphaël Jolivet
- Data Processing : Kamel Abdeladim
- Data Processing : Hassen Bouzgou
- Data Processing : Chris Gueymard
- Data Processing : Asloune Mohammed
- Data Processing : Claudio Francesco Nicolosi
- Data Processing : Gilles Noton
Keywords:
- DIF : Photovoltaic production
- DIF : Photovoltaic power
- DIF : Renewable energy
- DIF : Solar Energy
- DIF : AC power
- DIF : DC power
- DIF : in-situ
- DIF : insitu
- DIF : Measurements
- DIF : MINES Paris PSL
- DIF : Webservice-Energy
- DIF : Thredds
- DIF : TDS
- DIF : NetCDF
Dates:
- modified : 2026-03-06T09:58:58.155Z
Creators:
Publishers:
-
MINES Paris - PSL / ARMINES
Center Observation, Impacts, Energy (O.I.E.)
- email: lionel.menard@minesparis.psl.eu
- http://www.webservice-energy.org
Properties:
- Institution = MINES Paris - PSL/ARMINES; University of Corsica; University of Catania; University of Batna; CDER;
- Companies = Solar Consulting Services