23ccozad / hurricane-wind-speed-cnnLinks
A convolutional neural network that estimates the wind speed of a hurricane based on its satellite image
☆32Updated 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:
- EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies☆72Updated 3 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- A unified interface to access tropical cyclone best-track datasets in different formats.☆56Updated 9 months ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆17Updated 5 months ago
- SEVIRI_ML: A machine learning based module to derive: (1) A cloud mask, (2) the cloud phase, (3) the cloud top pressure, (4) the cloud to…☆14Updated 2 years ago
- Notebooks for CIRA (Cooperative Institute for Research in the Atmosphere) machine-learning short course.☆23Updated last year
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Updated 2 years ago
- Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms☆22Updated 4 years ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆54Updated 8 months ago
- ☆40Updated 4 years ago
- a GAN for precipitation downscaling☆42Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- 📡 Process meteorological radar data. 📡☆20Updated 4 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 5 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆27Updated 2 years ago
- Simulate satellite images from WRF and MPAS model output☆26Updated last month
- Beta for Pangeo Postprocessing☆18Updated 5 years ago
- CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery☆13Updated 7 years ago
- A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesosca…☆21Updated 4 years ago
- DeepSD Super-resolution for Climate Downscaling in KDD 2017☆96Updated 3 years ago
- Deep learning approaches for statistical downscaling in climate☆74Updated 3 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆34Updated last year
- Hybrid CNN-LSTM for learning the spatio-temporal relationship between wind and significant wave height☆16Updated 6 months ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆20Updated 4 years ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Updated 5 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆18Updated 3 years ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆59Updated 11 months ago
- Deep Learning Models for Wildfire Danger Forecasting☆78Updated 3 years ago
- ☆164Updated 3 years ago