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A neural network that forecasts precipitation up to 8 hours into the future at the high spatial resolution of 1 km² and at the temporal resolution of 2 minutes with a latency in the order of second.
lang: Python
stars: 272
last activity:
A collection of tools in Python for reading, visualizing and performing calculations with weather data.
lang: Python
stars: 1.4K
last activity:
A machine learning-based Earth system models that is trained on a wide range of datasets, including reanalyses, forecast data and observations, to provide a robust and versatile model for the dynamics.
lang: Python
stars: 65
last activity:
The Atmospheric data Community Toolkit is an open source Python toolkit for working with atmospheric time-series datasets of varying dimensions.
lang: Python
stars: 167
last activity:
A Julia implementation of Rapid and accurate Radiative Transfer Model for General Circulation Models.
lang: Julia
stars: 62
last activity:
A Python package for identifiying, tracking and analysing of clouds and other meteorological phenomena in different types of gridded datasets.
lang: Python
stars: 123
last activity:
A radiative transfer model for the millimeter and sub-millimeter spectral range.
lang: C++
stars: 79
last activity:
A fast line-by-line code for high-resolution infrared molecular spectra.
lang: Python
stars: 245
last activity:
Pythonic particle-based warm-rain/aqueous-chemistry cloud microphysics package.
lang: Python
stars: 78
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A collaboration server to plan atmospheric research flights.
lang: Python
stars: 73
last activity:
A repository of graph-based neural weather prediction models for Limited Area Modeling.
lang: Python
stars: 173
last activity:
Data-driven approach for forecasting global weather using graph neural network.
lang: Python
stars: 255
last activity:
A library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools.
lang: Julia
stars: 105
last activity:
A unique chemistry module that can be implemented in any atmosphere model used at NCAR.
lang: C++
stars: 6
last activity:
Allows you to run any large weather model with a consumer grade GPU.
lang: Jupyter Notebook
stars: 208
last activity: