material for ATS 655 - Objective Analysis
☆29May 29, 2026Updated last month
Alternatives and similar repositories for course_objective_analysis
Users that are interested in course_objective_analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …☆11Nov 9, 2019Updated 6 years ago
- The Climate Variability Diagnostics Package for Large Ensembles (CVDP-LE) developed by NCAR's Climate Analysis Section is an automated an…☆11Jun 10, 2024Updated 2 years ago
- PODPAC usage examples and tutorials☆14Apr 5, 2021Updated 5 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Oct 30, 2023Updated 2 years ago
- The Climate Variability Diagnostics Package (CVDP) developed by NCAR's Climate Analysis Section is an analysis tool that documents the ma…☆22May 14, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- year when a certain warming level was reached in CMIP5 and CMIP6 data☆29Nov 7, 2025Updated 8 months ago
- Run and time jupyter notebooks☆12Aug 14, 2023Updated 2 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆39May 13, 2026Updated 2 months ago
- ☆15Jun 4, 2014Updated 12 years ago
- xpmethod.github.io☆14Aug 1, 2024Updated last year
- Demos and tools for radiative feedback kernels from CESM-CAM5☆21Feb 12, 2023Updated 3 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆71Sep 17, 2024Updated last year
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- material for the CSU-led machine learning tutorial for earth science research☆93Jun 22, 2022Updated 4 years ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 3 years ago
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆60Oct 13, 2025Updated 9 months ago
- Python code to create the Observational Large Ensemble.☆11Feb 13, 2023Updated 3 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Aug 18, 2022Updated 3 years ago
- This repository contains the Datasheets for Earth Science Datasets templates for community use.☆10Apr 21, 2025Updated last year
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Jul 19, 2018Updated 8 years ago
- This repository contains code used to parallelize SnowModel☆14May 9, 2024Updated 2 years ago
- Python package for dealing with large gridded datasets☆12Sep 6, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A repository of past climate data, including estimates of temperature and carbon dioxide concentrations.☆15Jan 28, 2021Updated 5 years ago
- xarray accessor and zarr codec for working with video data☆20Jul 10, 2026Updated last week
- place for some of the preparatory work towards generating the CLM5 parameter perturbation experiment☆18Nov 21, 2024Updated last year
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated last year
- Source code for the Last Millennium Reanalysis (LMR) project☆35Jun 25, 2019Updated 7 years ago
- ☆109Jun 10, 2021Updated 5 years ago
- FSLE is a Lagrangian diagnostic for analyzing ocean tracer transport and mixing. It computes sub-mesoscale maps and identifies Lagrangian…☆26Aug 8, 2025Updated 11 months ago
- This is the GitHib mirror of the development repository for the FLEXPART model☆23Feb 9, 2021Updated 5 years ago
- Python FLEXPART Plotting☆15Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Data and scripts to process Sea Ice Prediction Network South (SIPN South) analyses.☆10Apr 30, 2026Updated 2 months ago
- Tables of ECS, Effective Radiative Forcing, and Radiative Feedbacks from Zelinka et al., GRL (2020).☆39Jun 15, 2022Updated 4 years ago
- Describe zarr stores from the command line☆33Feb 15, 2026Updated 5 months ago
- Xarray backend to map an ECMWF style request to a service onto an XArray Dataset☆15Dec 5, 2025Updated 7 months ago
- A Keras-compatible generator for creating balanced batches☆17Mar 23, 2024Updated 2 years ago
- Python package for easily computing climate feedbacks using radiative kernels.☆27Jun 13, 2026Updated last month
- Gridded Meteorological Ensemble Tool☆16Feb 23, 2023Updated 3 years ago