openclimatefix-archives / satflowLinks
Satellite Optical Flow with machine learning models
☆63Updated 2 years ago
Alternatives and similar repositories for satflow
Users that are interested in satflow are comparing it to the libraries listed below
Sorting:
- ML Datasets Catalog☆60Updated 2 years ago
- Using optical flow & machine learning to predict PV yield☆53Updated 3 years ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆91Updated last week
- Benchmarking of weather forecasts based on station observations☆83Updated 6 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- post-processing experiments with neural networks☆63Updated 4 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated last month
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated 3 weeks ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆53Updated 3 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆34Updated 4 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Updated 9 months ago
- ☆60Updated this week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆116Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆94Updated 10 months ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆166Updated this week
- ☆33Updated this week
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆29Updated 6 months ago
- Code repository for "Extending intraday solar forecast with deep generative models".☆25Updated this week
- ☆41Updated 4 years ago
- Subseasonal forecasting models☆56Updated 11 months ago
- ☆110Updated last year
- ☆40Updated 4 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆37Updated 2 years ago
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Updated 3 years ago
- AtmoRep model code☆46Updated 10 months ago
- Batch generation from xarray datasets☆193Updated 2 weeks ago
- Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'☆102Updated 2 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆105Updated 11 months ago
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- ☆45Updated last year