bgroenks96 / generative-downscalingLinks
Research and experiments for downscaling climate/weather data via generative learning
☆37Updated 3 years ago
Alternatives and similar repositories for generative-downscaling
Users that are interested in generative-downscaling are comparing it to the libraries listed below
Sorting:
- Examples of CMIP6 cloud data analysis with Pangeo☆26Updated last year
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 5 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 9 months ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆68Updated 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
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆38Updated 3 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Updated 2 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆37Updated 8 years ago
- Tutorials for basic analysis of CMIP6 climate models on the Google Cloud Platform.☆74Updated 5 years ago
- Code for Sonnewald and Lguensat 2021☆24Updated 2 years ago
- material for the CSU-led machine learning tutorial for earth science research☆91Updated 3 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 4 years ago
- XRO: Extended nonlinear Recharge Oscillator model☆27Updated 3 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- python library for bias correction☆33Updated 3 years ago
- An open, reproducible and transferable workflow to assess and anticipate climate extremes beyond the observed record☆18Updated last year
- material for ATS 655 - Objective Analysis☆26Updated 8 months ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated last month
- Python code to manage ERA5 downloads at NCI☆33Updated 4 years ago
- 🌎 A curated list of Earth system datasets for the machine learning and weather, climate, ice, ocean, etc. community.☆27Updated 3 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆22Updated last year
- The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data …☆19Updated 4 years ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Updated 3 years ago
- Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course☆29Updated 5 years ago
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆43Updated 3 years ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆59Updated 11 months ago
- Repository for the UCI ESS Python tutorial series☆21Updated 7 years ago
- Code used to identify and analyze drought clusters from gridded data.☆25Updated 3 years ago
- Climate Analysis Tool written in python☆28Updated 2 years ago