Weatheria

Leverage the power of advanced machine learning algorithms to accurately predict weather patterns. Start exploring today!

24°C 27°C 11°C 75% 15 km/h MAX MIN FRI D A Y 27°C 11°C MAX MIN S A T 27°C 11°C MAX MIN SUN 27°C 11°C MAX MIN MON

Test the models.

Enter a location and time to see temperature predictions from models I built using machine learning. The results show how each model performs with real-world inputs.

Predict Earth's Surface Temperature

Date Selection
Location Coordinates

You can either drag the map to adjust the location or input your desired coordinates directly in the form. The center of the map will be used as the selected coordinates for predictions.

Predictions from My Models.

The predictions below show estimated Earth surface temperatures for the selected time and location. This does not represent air temperature or daily weather conditions.

Results

  • KNN
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  • Linear Regression
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  • Random Forest
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  • Note: Predictions from the Random Forest model are currently unavailable due to limited storage space on the virtual machine. Other models are unaffected and available for testing.

Weatheria

Built by Edwin Peraza to showcase machine learning insights into Earth's surface temperatures.

© 2025 Edwin Peraza. All rights reserved.