About
Contact & Profiles
A5094324778
Research Areas
- Calibration and Measurement Techniques
- Spacecraft and Cryogenic Technologies
- Planetary Science and Exploration
- Atmospheric Ozone and Climate
- Solar and Space Plasma Dynamics
- Solar Radiation and Photovoltaics
- Atmospheric aerosols and clouds
Universidad de Valladolid
2024
The present work proposes a new model based on convolutional neural network (CNN) to retrieve solar shortwave (SW) irradiance via the estimation of cloud modification factor (CMF) from daytime sky images captured by all-sky cameras; this is named CNN-CMF. To end, total 237,669 paired with SW measurements obtained using pyranometers were selected at following three sites: Valladolid and Izaña, Spain, Lindenberg, Germany. This dataset was randomly split into training testing sets, latter...
10.3390/rs16203821
article
EN
cc-by
Remote Sensing
2024-10-14
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