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☆59Updated 2 years ago
- Using optical flow & machine learning to predict PV yield☆53Updated 3 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆29Updated 4 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Benchmarking of weather forecasts based on station observations☆80Updated 4 months ago
- post-processing experiments with neural networks☆63Updated 3 years ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆76Updated this week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆38Updated 7 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆91Updated 8 months ago
- ☆40Updated 4 years ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆46Updated last month
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated last month
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆115Updated last year
- A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive☆70Updated this week
- Ai2 Climate Emulator☆144Updated 2 weeks ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆65Updated this week
- ☆60Updated this week
- A modular framework for evaluating weather forecasts☆150Updated this week
- Batch generation from xarray datasets☆187Updated 3 weeks 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
- ☆33Updated 2 years ago
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆67Updated last year
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆43Updated last week
- Subseasonal forecasting models☆54Updated 9 months ago
- ☆106Updated last year
- ☆40Updated 4 years ago
- Save multichannel data from xarray datasets as videos to save up massive amounts of space☆96Updated 4 months ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆19Updated 3 years ago