A statistical-parametric model for assessing wind hazard from tropical cyclones
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Nov 13, 2024 - Python
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tropical-cyclone
Here are 42 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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Feb 6, 2023 - Jupyter Notebook
A unified interface to access tropical cyclone best-track datasets in different formats.
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Apr 5, 2023 - Jupyter Notebook
Hurricane Analysis and Forecast System
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Dec 18, 2024 - 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
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 23, 2020 - Jupyter Notebook
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
Companion software for the cctrack software. Generate end-user products for the cctrack output. Cyclone tracking output: extra-tropical and tropical.
weather climate cyclone climate-change tropical-cyclone cyclone-tracks high-pressure weather-forecasts cyclone-tracking low-pressure extra-tropical-cyclone climate-simulations
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Jan 4, 2021 - Python
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.
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Jul 13, 2021 - C#
Extended Best Track Data, source: http://rammb.cira.colostate.edu/research/tropical_cyclones/tc_extended_best_track_dataset/
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May 1, 2018
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