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Sea Forecast and Waves Classification for Florianópolis beaches

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Mendeley Data2024-03-27 更新2024-06-26 收录
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资源简介:
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 supervisioned 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.

海洋预报数据集由day_forecast.csv、hour_forecast.csv及tide.csv三类文件构成,涵盖涌浪方向与浪高、风速与风向、波浪周期等多项海洋水文指标。Beach.csv与spot.csv为本地站点注册信息文件。Sea_condition_fact.csv包含适用于监督学习算法的站点分类标注。facts文件存储了朴素贝叶斯(Naive Bayes)算法的输出结果,涵盖各特征(海洋纹理、浪级(或浪高)、浪型)对应的概率值。
创建时间:
2024-01-23
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