A statistical-parametric model for assessing wind hazard from tropical cyclones
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Updated
Mar 15, 2024 - Python
A statistical-parametric model for assessing wind hazard from tropical cyclones
Hurricane Analysis and Forecast System
tcpyPI, aka "pyPI": Tropical Cyclone Potential Intensity Calculations in Python
A unified interface to access tropical cyclone best-track datasets in different formats.
The simplest tropical cyclone track map generator.
A convolutional neural network that estimates the wind speed of a hurricane based on its satellite image
This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Earth.
Calculate TC Potential Intensity & Ventilation Index using Python and Fortran.
Repository for studies on data visualization in weather/climate science
CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery
Solution for categorizing hurricanes based on intensity, using a deep convolutional neural network architecture trained on GPUs. It was developed during the "NCC Portugal AI for Science Bootcamp" and it's mainly a recreation of the research paper titled "Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network".
A fork of the simplest tropical cyclone track map generator.
Tools for Digital Typhoon DL/ML Project
Companion software for the cctrack software. Generate end-user products for the cctrack output. Cyclone tracking output: extra-tropical and tropical.
Personal data science project exploring visualization of tropical cyclone data
THIS REPO IS ARCHIVED. WCSSP-TropicalCyclones Leeds analysis tools
Code repository for Met Office work on the IKI Oasis project.
An ASP.NET web service that parses tropical cyclone CSV data from NOAA IBTrACS, stores it in a MongoDB database and provides a RESTful JSON API to access it.
A series of machine learning models built to downscale tropical cyclone rainfall
Hurricane Analysis and Forecast System
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