23ccozad / hurricane-wind-speed-cnnLinks
A convolutional neural network that estimates the wind speed of a hurricane based on its satellite image
☆30Updated 3 years ago
Alternatives and similar repositories for hurricane-wind-speed-cnn
Users that are interested in hurricane-wind-speed-cnn are comparing it to the libraries listed below
Sorting:
- Keras implementation based on Tensorflow and dataset SCSE-Eddy for article "A Deep Framework for Eddy Detection and Tracking from Satelli…☆15Updated 4 years ago
- Predicting weather by machine learning.☆14Updated 4 years ago
- Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms☆23Updated 4 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆17Updated 4 years ago
- Beta for Pangeo Postprocessing☆17Updated 4 years ago
- 📡 Process meteorological radar data. 📡☆18Updated 3 years ago
- ☆33Updated 2 years ago
- EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies☆70Updated 3 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆21Updated 4 years ago
- CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery☆13Updated 6 years ago
- A statistical downscaling approach using ConvLSTMs.☆27Updated 3 years ago
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Updated last year
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆28Updated 2 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- Calculate TC Potential Intensity & Ventilation Index using Python and Fortran.☆9Updated 5 years ago
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆12Updated 2 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆17Updated 3 years ago
- Notebooks for CIRA (Cooperative Institute for Research in the Atmosphere) machine-learning short course.☆22Updated 8 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated last year
- A unified interface to access tropical cyclone best-track datasets in different formats.☆54Updated 2 months ago
- GOES-16 Convective Initiation Benchmark☆17Updated 2 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- A collection of bias correction techniques written in Python - for climate sciences.☆69Updated this week
- This repository contains all the scripts used for the python class for JRFs at IITM☆13Updated 5 months ago
- Collections of functions for plotting WRF data☆12Updated 2 years ago
- a GAN for precipitation downscaling☆41Updated 3 years ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆29Updated 2 months ago
- Implementation of Convolutional Encoder Decoder Network for short term (0 - 2 hours) weather forecasting.☆22Updated 4 years ago