Prediction of Solar Irradiance over the Arabian Peninsula: Satellite Data, Radiative Transfer Model, and Machine Learning Integration Approach

Prediction of Solar Irradiance over the Arabian Peninsula: Satellite Data, Radiative Transfer Model, and Machine Learning Integration Approach

Data from a moderate resolution imaging spectroradiometer instrument onboard the Terra satellite along with a radiative transfer model and a machine learning technique were integrated to predict direct solar irradiance on a horizontal surface over the Arabian Peninsula (AP). In preparation for build...

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Bibliographic Details
Main Authors: Sahar Alwadei, Ashraf Farahat, Moataz Ahmed, Harry D. Kambezidis
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Applied Sciences
Subjects:
solar radiation
atmospheric aerosols
dust storms
machine learning technique
Arabian Peninsula
Online Access:https://www.mdpi.com/2076-3417/12/2/717

Internet

https://www.mdpi.com/2076-3417/12/2/717

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