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AI-based ocean forecasting and real-time ocean forecasting

Nologin Ocean Weather Systems

What happens if we do not have all the data?

We calculate them through neural networks and machine learning applied to operational oceanography, to start from the most accurate data possible.

Algorithms and programs have been developed for monitoring the marine environment based on Artificial Intelligence, with the ultimate goal of complementing, and in some cases even replacing, the measurement instrumentation deployed in the marine environment.

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Artificial Intelligence applied to operational oceanography

Algorithms that allow the inference of point-source wave data from numerical model data and measurements from other sensors

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Algorithms for filling in missing data in the measurement series

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The Spanish numerical wave model needs a calculation time of 1h to obtain the predictions, while trained convolutional neural networks (CNN) could do it in minutes

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Meet tomorrow's challenges with Nologin