CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery
☆13Jun 27, 2018Updated 8 years ago
Alternatives and similar repositories for tropical-cyclone-speed-cnn
Users that are interested in tropical-cyclone-speed-cnn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The simplest tropical cyclone track map generator.☆11Oct 25, 2023Updated 2 years ago
- Compute CAPE and tropical cyclone potential intensity using the Julia Language.☆12May 31, 2022Updated 4 years ago
- Based on the GFDL vortex tracking algorithm to locate tropical cyclone. No need to covert wrf output to grib.☆16Apr 2, 2017Updated 9 years ago
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Dec 2, 2023Updated 2 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆18Feb 1, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Repository for studies on data visualization in weather/climate science☆18May 30, 2023Updated 3 years ago
- A convolutional neural network that estimates the wind speed of a hurricane based on its satellite image☆32Mar 15, 2022Updated 4 years ago
- Analysis satellite images of typhoons in deep-learning (CNN).☆31Mar 10, 2018Updated 8 years ago
- A statistical-parametric model for assessing wind hazard from tropical cyclones☆100Jun 2, 2026Updated last month
- tcpyPI: Open Software for Tropical Cyclone Potential Intensity Calculations in Python. 20k+ downloads.☆90Updated this week
- Python code to read the netcdf formatted tropical cyclone tracks generated from HighResMIP simulations☆15Jan 12, 2021Updated 5 years ago
- A unified interface to access tropical cyclone best-track datasets in different formats.☆63Jun 9, 2026Updated last month
- NCAS data tools training material☆11Feb 5, 2026Updated 5 months ago
- Recurrent Neural Network for Financial Forecasting☆14Aug 23, 2013Updated 12 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 years ago
- ☆11Jun 13, 2024Updated 2 years ago
- Deep Learning for Climate☆11Mar 5, 2018Updated 8 years ago
- HURDAT is a dataset of best-track analysis for Atlantic and NE Pacific cyclones. This R package scrapes and parses that dataset.☆13Dec 6, 2020Updated 5 years ago
- ☆18Mar 25, 2019Updated 7 years ago
- # typhoon Analysis satellite images of typhoons by deep-learning (CNN), based on PyTorch. This CNN learns to map the satellite images …☆18Sep 3, 2019Updated 6 years ago
- ☆12May 16, 2022Updated 4 years ago
- GeoCAT website☆17Dec 4, 2024Updated last year
- (py)Meteorological variable Interpolation based on Clustered Analysis☆18Apr 22, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repository is the official implementation of "Predicting Tropical Cyclone Wave Height Using Buoy Data".☆11Sep 11, 2021Updated 4 years ago
- GFDL Tropical Cyclone tracker analysis tool☆14May 18, 2023Updated 3 years ago
- A tropical cyclone rainfall model for python☆29Jun 23, 2025Updated last year
- ☆17Feb 24, 2024Updated 2 years ago
- Python code that solves nonlinear QG equations☆14May 17, 2016Updated 10 years ago
- GeoCAT-examples provides a gallery of visualization examples demonstrating how to reproduce plots from NCL Applications scripts with pack…☆74Updated this week
- This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Eart…☆15Jun 17, 2022Updated 4 years ago
- Code for TRUNET model☆17May 15, 2023Updated 3 years ago
- Notebooks for AI2ES (NSF Institute for Research on Trustworthy Artificial Intelligence in Weather, Climate, and Coastal Oceanography) sho…☆18Dec 4, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A package to consume WOD format data.☆18Feb 2, 2025Updated last year
- ☆12Dec 21, 2019Updated 6 years ago
- Code-light plotting for earth science and aligned research☆21Jun 25, 2026Updated last month
- Use python to plot topographic maps by reading the topographic files (shown example is for 20 and 1-arc minute global relief data). Highe…☆22Oct 24, 2020Updated 5 years ago
- Front-Detection Neural Network minimal Code☆11Jan 30, 2023Updated 3 years ago
- Python interface to Metview meteorological workstation and batch system☆145Jul 2, 2026Updated 3 weeks ago
- Course materials for AS 213: Introduction to Python and Its Applications in Atmospheric Sciences.☆21Feb 28, 2022Updated 4 years ago