Data for reproducing error metric comparison for the journal article "Aeolian Dust-Induced Losses in Solar Irradiance and PV Output: A Data-Driven Model and Forecast Framework over the East Mediterranean"
Authors/Creators
Description
The dataset includes:
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PV Proxy (GHI W/m²): Photovoltaic-derived proxy for global horizontal irradiance.
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CAMS (W/m²): Global horizontal irradiance from Copernicus Atmosphere Monitoring Service reanalysis.
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XGBoost (W/m²): Machine learning–based irradiance predictions derived from atmospheric and surface variables.
The data are spatially aggregated to a regular grid and temporally aligned to enable direct comparison between observations, reanalysis products, and model outputs. These processed datasets support the reproducibility of the results presented in the associated publication.
Files
data_for_error_metrics.csv
Files
(233.7 MB)
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md5:18aa5e88f3e7369bc7cbb38f3934497c
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Additional details
Funding
- Cyprus Research and Innovation Center (Cyprus)
- COM-CONCEPT-ENERGY/ 0624/0159
Dates
- Available
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2023-01-012-year long dataset of GHI