A statistical-parametric model for assessing wind hazard from tropical cyclones
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Mar 11, 2026 - Python
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tropical-cyclone
Here are 54 public repositories matching this topic...
tcpyPI, aka "pyPI": Tropical Cyclone Potential Intensity Calculations in Python
climate climate-data weather-conditions hurricanes tropical-cyclone hurricane-calculations tropical-cyclone-variability potential-intensity
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Jan 14, 2026 - Jupyter Notebook
A unified interface to access tropical cyclone best-track datasets in different formats.
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Apr 7, 2026 - Jupyter Notebook
Hurricane Analysis and Forecast System
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Apr 13, 2026 - Fortran
A convolutional neural network that estimates the wind speed of a hurricane based on its satellite image
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Mar 15, 2022 - Python
Repository for studies on data visualization in weather/climate science
data-science data-visualization meteorology ensemble-learning uncertainty-estimation climate-change ensemble-model hurricanes tropical-cyclone climate-models
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May 30, 2023 - Jupyter Notebook
This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Earth.
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Jun 17, 2022 - Jupyter Notebook
CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery
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Jun 27, 2018 - Python
Compute CAPE and tropical cyclone potential intensity using the Julia Language.
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May 31, 2022 - Julia
The simplest tropical cyclone track map generator.
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Oct 25, 2023 - JavaScript
A series of machine learning models built to downscale tropical cyclone rainfall
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May 24, 2024 - Jupyter Notebook
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".
python machine-learning deep-learning neural-network cnn convolutional-neural-networks weather-forecast tropical-cyclone
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Sep 11, 2023 - Jupyter Notebook
Calculate TC Potential Intensity & Ventilation Index using Python and Fortran.
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Aug 15, 2019 - Fortran
Personal data science project exploring visualization of tropical cyclone data
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Feb 27, 2021 - Jupyter Notebook
ParaTC: Python functions and classes for generating parametric tropical cyclone models.
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Apr 26, 2024 - Python
Tropical cyclone intensity change forecast graphic aid
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May 1, 2019 - Python
Tools for Digital Typhoon DL/ML Project
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May 26, 2025 - Jupyter Notebook
TCHazaRds is an R package for Tropical Cyclone (Hurricane, Typhoon) Spatial Hazard Modelling.
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Dec 10, 2025 - HTML
Tropical Cyclone Intensity Classification and Estimation Using Infrared Satellite Images with Deep Learning
python api website machine-learning deep-learning tensorflow keras prediction dnn tkinter dcnn tropical-cyclone isro intensity-estimation
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May 10, 2023
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.
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Apr 7, 2026 - Python
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