MASTER PROJECT BY Ing. Tedom Noutchogouin Donald

Prediction of Daily Global Solar Radiation using Different Machine Learning Algorithms: Evaluation and Comparison

Source: Modern-Era Retrospective Analysis for Research and Applications (MERRA), version 2
Provider: National Aeronautics and Space Administration (NASA) / Goddard Space Flight Center
More Information: MERRA-2
Site Latitude (Positive means North): 5.476
Site Longitude (Positive means East): 10.422
Site Altitude (m): 1151
Date Beginning: 1980-01-01
Date End: 2020-12-31
Time Reference (Hour): UT
Summarization (Period of Integration): Hour (h)
Date - Instant: The date or instant given for each value corresponds to the end of the summarization

Temperature (K): Temperature at 2 m above ground
Relative Humidity (%): Relative humidity at 2 m above ground
Pressure (hPa): Pressure at ground level
Wind Speed (m/s): Wind speed at 10 m above ground
Wind Direction (deg): Wind direction at 10 m above ground (0 means from North, 90 from East...)
Rainfall (kg/m2): Rainfall (= rain depth in mm)
Snowfall (kg/m2): Snowfall
Snow Depth (m): Snow depth
Short-wave Irradiation (Wh/m2): Surface incoming shortwave irradiation (broadband)

Name		Name	Last commit message	Last commit date
.ipynb_checkpoints		.ipynb_checkpoints
Bamenda.csv		Bamenda.csv
Buea.csv		Buea.csv
Garoua.csv		Garoua.csv
Ngaoundere.csv		Ngaoundere.csv
README.md		README.md
Yaounde.csv		Yaounde.csv
douala.csv		douala.csv
ebolowa.csv		ebolowa.csv
maroua.csv		maroua.csv
solar radiation prediction Douala.ipynb		solar radiation prediction Douala.ipynb
solar radiation prediction Ngaoundere.ipynb		solar radiation prediction Ngaoundere.ipynb
solar radiation prediction Yaounde.ipynb		solar radiation prediction Yaounde.ipynb
solar radiation prediction bafoussam.ipynb		solar radiation prediction bafoussam.ipynb
solar radiation prediction bamenda.ipynb		solar radiation prediction bamenda.ipynb
solar radiation prediction bertoua.ipynb		solar radiation prediction bertoua.ipynb
solar radiation prediction buea.ipynb		solar radiation prediction buea.ipynb
solar radiation prediction ebolowa.ipynb		solar radiation prediction ebolowa.ipynb
solar radiation prediction garoua.ipynb		solar radiation prediction garoua.ipynb
solar radiation prediction maroua.ipynb		solar radiation prediction maroua.ipynb
training_validation_loss_fnn.png		training_validation_loss_fnn.png