A statistical-parametric model for assessing wind hazard from tropical cyclones

tcpyPI, aka "pyPI": Tropical Cyclone Potential Intensity Calculations in Python

A unified interface to access tropical cyclone best-track datasets in different formats.

Hurricane Analysis and Forecast System

A convolutional neural network that estimates the wind speed of a hurricane based on its satellite image

Repository for studies on data visualization in weather/climate science

This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Earth.

CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery

Compute CAPE and tropical cyclone potential intensity using the Julia Language.

The simplest tropical cyclone track map generator.

A series of machine learning models built to downscale tropical cyclone rainfall

Calculate TC Potential Intensity & Ventilation Index using Python and Fortran.

Personal data science project exploring visualization of tropical cyclone data

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".

ParaTC: Python functions and classes for generating parametric tropical cyclone models.

Tropical cyclone intensity change forecast graphic aid

Tools for Digital Typhoon DL/ML Project

Tropical Cyclone Intensity Classification and Estimation Using Infrared Satellite Images with Deep Learning

TCHazaRds is an R package for Tropical Cyclone (Hurricane, Typhoon) Spatial Hazard Modelling.

Companion software for the cctrack software. Generate end-user products for the cctrack output. Cyclone tracking output: extra-tropical and tropical.

Code repository for Met Office work on the IKI Oasis project.

Extended Best Track Data, source: http://rammb.cira.colostate.edu/research/tropical_cyclones/tc_extended_best_track_dataset/

THIS REPO IS ARCHIVED. WCSSP-TropicalCyclones Leeds analysis tools

No description provided.

Automated pipeline for downloading, processing, and visualizing ECMWF tropical cyclone ensemble forecasts. Downloads TC track BUFR files, extracts ensemble data, combines with wind forecasts, and loads to Snowflake. Includes interactive Dash dashboard for visualization.

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.

This repository contains the GAN programs that we implemented for the TCIRRP dataset as part of mini project in university.

Homepage of the Risk Analysis Framework for Tropical Cyclones (RAFT), a suite of physics and AI tools for efficiently simulating millions of hurricanes

This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Earth.

TropiTracker is an open-source tropical cyclone tracker that provides you with details on active and upcoming tropical cyclones such as wind speed, satellite imagery, movement speed, future tracks, and more. TropiTracker's update feature ensures that you get vital updates when they happen. Get prepared and stay ahead of the storm with TropiTracker!