Stars
GeoGate is an open source project that provides a generic way to interact with the existing earth system models and applications coupled using ESMF/NUOPC library.
machine learning for the atmospheric sciences - a CSU course
PyEarthTools: Machine learning for Earth system science
FengQing is a data-driven model for medium-range weather forecasting jointly developed by the China Meteorological Administration and School of Software at Tsinghua University. It leverages advance…
This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
Data Assimilation with Python: a Package for Experimental Research
Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems
This repository hosts the data pre-processing and verification works for the arXiv paper of NSF NCAR MILES Community Runnable Earth Digital Intelligence Twin (CREDIT)
Lazily open petabyte-scale GRIB datasets consisting of trillions of GRIB messages from xarray
Build infrastructure for Pytorch on top of Cray-MPICH on NCAR's Derecho supercomputer
CUPiD is a “one stop shop” that enables and integrates timeseries file generation, data standardization, diagnostics, and metrics from all CESM components.
NOAA-EMC / graphcast
Forked from google-deepmind/graphcastGraphCastGFS
Croissant is a high-level format for machine learning datasets that brings together four rich layers.
Calculate the distance between 2 points on Earth
Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
Play atmospheric modelling like it's LEGO.
Python package for *fast* TDigest calculation.
A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means
Moist thermodynamic and convective parameters implemented with Numba
Sounding and Hodograph Analysis and Research Program (SHARP) C++ library for conducting analysis of atmospheric sounding profiles.