Solar radiation forecast based on satellite imagery and DGMR-SO model
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Aug 21, 2024 - Python
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solar-radiation-prediction
Here are 10 public repositories matching this topic...
To build multi-level statistical models to forecast solar radiation
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Nov 29, 2021 - Jupyter Notebook
DWD Global Radiation Observation and Forecast Data Library - a Python package providing access to Surface Incoming Solar Radiation (SIS) or Global Horizontal Irradiance (GHI) data from Deutscher Wetterdienst (DWD). Covers Germany, Austria, and Switzerland. Useful for photovoltaic systems and Smart Home scenarios.
weather smarthome solar-radiation smart-home open-data meteorology dwd solar-radiation-data deutscher-wetterdienst wetter photovoltaic-systems dwd-weather wetterdienst solar-radiation-prediction solar-energy-forecasting
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May 14, 2026 - Python
Bayesian Long Short-Term Memory (LSTM) neural network to demonstrate uncertainty-aware forecasting of solar irradiance. The model predicts daily Global Horizontal Irradiance (GHI) and provides confidence intervals for predictions, allowing us to understand both the forecast and its associated uncertainty.
pytorch uncertainty-quantification lstm-neural-networks bayesian-deep-learning nasa-power solar-radiation-prediction
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Mar 24, 2026 - Jupyter Notebook
The dataset contains measurements of columns such as: "wind direction", "wind speed", "humidity", "temperature" etc. for the past 4 months and you have to predict the level of: "radiation".
data-visualization feature-selection data-analysis data-wrangling feature-engineering multilayer-perceptron-network xgboost-algorithm solar-radiation-prediction
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Jan 6, 2023 - Jupyter Notebook
Calculate Irradiance from ASI image, using pre-trained CNN
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Jan 9, 2026 - Python
Solar Radiation Prediction
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Sep 21, 2025 - Jupyter Notebook
A Random Forest SSR Emulator trained with the EarthSenseData (Stamatis et al., 2025).
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Oct 26, 2025 - Python
To build multi-level statistical models to forecast solar radiation
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Nov 29, 2021 - Jupyter Notebook
2018. Master’s thesis project on solar radiation prediction in Ourense using artificial neural networks and environmental data analysis.
machine-learning time-series neural-networks data-analysis climate-change environmental-data solar-radiation-prediction
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Apr 13, 2026
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