Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. Barnes, James W. Hurrell, Imme Ebert-Uphoff, Chuck Anderson, and David Anderson
☆11Nov 9, 2019Updated 6 years ago
Alternatives and similar repositories for NeuralNetworks-for-Forced-Climate-Patterns
Users that are interested in NeuralNetworks-for-Forced-Climate-Patterns are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆11Jul 19, 2018Updated 8 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- material for ATS 655 - Objective Analysis☆29Updated this week
- Linear Regression for data set with correlated or uncorrelated uncertainties in both axes.☆13Aug 27, 2026Updated 2 months ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Documentation and examples of analysis from the NCAR CESM2 Large Ensemble Cloud-Optimized Dataset on AWS☆10Feb 8, 2022Updated 4 years ago
- A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.☆18May 13, 2022Updated 4 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Oct 30, 2023Updated 3 years ago
- Python bindings for the JUCE library☆11Oct 27, 2014Updated 12 years ago
- This is the GitHib mirror of the development repository for the FLEXPART model☆24Feb 9, 2021Updated 5 years ago
- ☆24Feb 5, 2026Updated 8 months ago
- pysteps example data☆11Aug 20, 2025Updated last year
- ☆13Oct 22, 2026Updated last week
- Python-based WRF post processing wrapper for WRF-Python, NetCDF4, and MetPy☆12Feb 7, 2019Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Python functions for climate data downscaling with Deep Learning☆13Jul 8, 2026Updated 3 months ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆42Nov 25, 2024Updated last year
- ☆14Sep 26, 2026Updated last month
- An R package for climate data post-processing (part of the climate4R bundle)☆12May 5, 2026Updated 5 months ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆32Jan 2, 2023Updated 3 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆71Sep 17, 2024Updated 2 years ago
- This is a repository of my python notebooks that may be of general interest.☆19Apr 22, 2026Updated 6 months ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆30Jul 9, 2025Updated last year
- Python package for dealing with large gridded datasets☆12Sep 6, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated last year
- Python FLEXPART Plotting☆15Oct 23, 2026Updated last week
- code for simple models of the atmosphere and ocean☆33Dec 5, 2021Updated 4 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆13Aug 18, 2022Updated 4 years ago
- Supporting code for Davenport and Diffenbaugh 2021☆14Sep 23, 2022Updated 4 years ago
- Examples of analysis of CESM LENS data publicly available on Amazon S3 (us-west-2 region) using xarray and dask☆44Feb 28, 2024Updated 2 years ago
- This repository contains the Datasheets for Earth Science Datasets templates for community use.☆12Apr 21, 2025Updated last year
- Data and scripts to process Sea Ice Prediction Network South (SIPN South) analyses.☆10Apr 30, 2026Updated 6 months ago
- Python library for computing Finite-Amplitude Local Wave Activity Diagnostics from climate data.☆52Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A curated list on data sources related to climate change in the arctic.☆14Oct 9, 2023Updated 3 years ago
- Describe zarr stores from the command line☆34Feb 15, 2026Updated 8 months ago
- Tables of ECS, Effective Radiative Forcing, and Radiative Feedbacks from Zelinka et al., GRL (2020).☆39Jun 15, 2022Updated 4 years ago
- Quartz Filters for MacOS, providing transformations to PDF files.☆16May 3, 2022Updated 4 years ago
- R&D Python package for processing ICON data with xarray☆10Jul 26, 2023Updated 3 years ago
- NinoLearn is a research framework for statistical ENSO prediction.☆10Jul 10, 2020Updated 6 years ago
- Collection of Kontakt scripts. See the ReadMe for instructions☆16Dec 18, 2023Updated 2 years ago