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RadarExtrapolation

This project is aiming to extrapolate radar reflectivity for the future hours. The sample program is using 4 successive images to predict the next one. The main algorithm is a 5-layer CNN with an adaptive final layer to reconstruct the image.

Observation vs Prediction:

featpnt

Output: Time: 2018-05-03_18:42:00

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Input 1: Time: 2018-05-03_18:18:00

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Input 2: Time: 2018-05-03_18:24:00

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Input 3: Time: 2018-05-03_18:30:00

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Input 4: Time: 2018-05-03_18:36:00

featpnt

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Radar image extrapolation based on CNN

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  • Python 100.0%