Sea Forecast And Waves Classification

Context

Sea Forecast and Waves Classification for Florianópolis beaches

Content

Sea forecast is represented by files day_forecast.csv, hour_forecast.csv and tide.csv. Contains sea metrics like swell direction and height, wind speed and direction, period, and others. Beach.csv and spot.csv represents a local register. Sea_condition_fact.csv contain some classifications of spot, ready for a supervised learning algorithms. And facts files contains a result of a naive bayes algorithm, with the probabilities for each characteristics, texture os sea, wave size (or wave height) and wave shape.

Acknowledgements

Marin, Giovani; Fernandes, Anita; Parreira, Wemerson (2020), “Sea Forecast and Waves Classification for Florianópolis beaches”, Mendeley Data, V1, doi: 10.17632/9w3cznz3nv.1