vcerqueira / exceedance_wave

Exceedance Probability Forecasting using CDF

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Intro

This repository contains methods and experiments regarding exceedance probability forecasting for significant wave height prediction.

Data

Downloaded from https://data.gov.ie/dataset/smartbay-ireland-cork-buoy-wave/resource/e58ebc3e-edcc-4bb8-9cc2-112da4465477

Note

The data in data/wave_data.csv represents only a tiny subset of the data set you can download in the link above.

A research paper, yet to be published, used a different data set which is not public. Notwithstanding, the structure is similar and the conclusions of the experiments also hold in this data set.

Concact

Feel free to reach out: https://twitter.com/vitor_cerq

About

Exceedance Probability Forecasting using CDF

License:BSD 3-Clause "New" or "Revised" License


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Language:Python 100.0%