pnnl / JAX-CanVegLinks
☆14Updated 4 months ago
Alternatives and similar repositories for JAX-CanVeg
Users that are interested in JAX-CanVeg are comparing it to the libraries listed below
Sorting:
- Benchmarking tools for applying AI/ML to data assimilation☆18Updated last month
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆57Updated 4 months ago
- JAX implementation of 'A Two-Layer model of Soil Hydrology' (Mahrt & Pan, 1984) for timeseries at a point location.☆9Updated 8 months ago
- This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…☆51Updated 3 months ago
- MuSA: The Multiple Snow Assimilation system☆23Updated 2 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 9 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆39Updated last year
- A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆37Updated last year
- Ai2 Climate Emulator☆105Updated this week
- A generative foundation model for the kilometer-scale atmosphere☆60Updated 2 weeks ago
- Generic differentiable modeling framework☆12Updated this week
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆57Updated this week
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆60Updated 2 weeks ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆86Updated 4 months ago
- The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data …☆19Updated 3 years ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆48Updated this week
- XRO: Extended nonlinear Recharge Oscillator model☆21Updated 4 months ago
- An open-source Python library interfacing the Fortran Spatially distributed Modeling and ASsimilation for Hydrology platform.☆23Updated last week
- Research and experiments for downscaling climate/weather data via generative learning☆34Updated 3 years ago
- ☆55Updated this week
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆39Updated 2 years ago
- Repository for Python implementation of fast Barnes interpolation algorithms.☆33Updated 7 months ago
- The repository of the WeatherGenerator project☆62Updated this week
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆17Updated 2 years ago
- ☆91Updated last year
- Code for Sonnewald and Lguensat 2021☆23Updated 2 years ago
- Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis☆120Updated 5 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆98Updated 4 months ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆47Updated 3 weeks ago
- Lorenz 1996 two time-scale model for learning machine learning☆52Updated 5 months ago