23ccozad / hurricane-wind-speed-cnn
A convolutional neural network that estimates the wind speed of a hurricane based on its satellite image
☆28Updated 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
- Predicting weather by machine learning.☆14Updated 4 years ago
- 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
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆15Updated last year
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆21Updated 4 years ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆49Updated 11 months ago
- 📡 Process meteorological radar data. 📡☆18Updated 3 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆34Updated 2 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆16Updated 3 years 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
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆26Updated last week
- A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesosca…☆20Updated 4 years ago
- This is the repo for global precipitation nowcasting using IMERG dataset.☆14Updated last year
- Bias Correction Tool for GPM precipitation data☆10Updated 2 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆21Updated 5 years ago
- a GAN for precipitation downscaling☆41Updated 3 years ago
- Simulate SEVIRI satellite channels from WRF output☆19Updated 3 months ago
- Python code to assist in familiarizing meteorologists with machine learning☆29Updated 2 months ago
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Updated last year
- MCS Segmentation, Classification, and Tracking Project: Data, Analyses, and Results☆14Updated 6 years ago
- EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies☆68Updated 2 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 5 years ago
- Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms☆24Updated 4 years ago
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 4 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆17Updated 3 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆59Updated 2 years ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆11Updated 4 years ago
- CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery☆13Updated 6 years ago
- Matching A-train Calipso/Cloudsat products with AVHRR/VIIRS/MODIS readiances and products☆10Updated 4 months ago
- A collection of bias correction techniques written in Python - for climate sciences.☆66Updated this week