Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of the package is to downscale any climate variables e.g. precipitation and temperature using predictors from reanalysis datasets (eg. ERA5) to point scale. pyESD adopts many ML and AL as the transfer function.
☆59Jan 14, 2025Updated last year
Alternatives and similar repositories for PyESD
Users that are interested in PyESD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Generalized Analog Regression Downscaling (GARD) code☆34Mar 20, 2024Updated 2 years ago
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆11May 26, 2022Updated 4 years ago
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Apr 14, 2025Updated last year
- Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project☆154May 28, 2025Updated last year
- Statistical climate downscaling in Python☆198Oct 5, 2026Updated 3 weeks ago
- 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.
- ☆23Apr 3, 2023Updated 3 years ago
- A Python library for fitting streamflow rating curves.☆22Sep 2, 2026Updated last month
- Climate Downscaling using Computer Vision Techniques☆13Aug 25, 2020Updated 6 years ago
- ☆13Jun 19, 2020Updated 6 years ago
- Climate downscaling using CMIP6 data☆216Jun 24, 2026Updated 4 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆102Feb 25, 2025Updated last year
- TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale☆64Jul 2, 2026Updated 3 months ago
- Python code to create the Observational Large Ensemble.☆11Feb 13, 2023Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆100Jul 30, 2024Updated 2 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.
- predicting vegetation health from precipitation and temperature☆12May 2, 2019Updated 7 years ago
- Analysis framework and collection of process-oriented diagnostics for weather and climate simulations☆81Oct 19, 2026Updated last week
- A curated link list related to the cryosphere and its subspheres☆19Apr 11, 2022Updated 4 years ago
- A re-implementation of the Kienholz 2014 algorithm in python, "forked" out of the OGGM base☆11Feb 22, 2023Updated 3 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆15Jun 8, 2023Updated 3 years ago
- Scripts and documentation for processing declassified spy satellite images from Corona and Hexagon with the Ames Stereo Pipeline☆24May 19, 2023Updated 3 years ago
- This repository contains scripts to apply the MTM-SVD analysis method to climate data and model outputs. It is a direct adaptation of the…☆16Jul 6, 2020Updated 6 years ago
- Maximum Covariance Analysis in Python☆58Jul 7, 2023Updated 3 years ago
- Python for Climate and Meteorological Data Analysis and Visualisation☆22Jan 31, 2019Updated 7 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.
- ☆37Jan 23, 2023Updated 3 years ago
- Tutorials for basic analysis of CMIP6 climate models on the Google Cloud Platform.☆74May 6, 2020Updated 6 years ago
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆17Updated this week
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 4 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆71Sep 17, 2024Updated 2 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
- ☆26Jun 12, 2024Updated 2 years ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 4 years ago
- Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.☆17Dec 12, 2024Updated last year
- 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.
- An R package for climate data bias correction and downscaling (part of the climate4R bundle)☆112Mar 11, 2025Updated last year
- a toolbox for Earth System Model analysis☆29Aug 8, 2021Updated 5 years ago
- ☆36May 21, 2026Updated 5 months ago
- Pipeline for statistical downscaling of earth system model output☆12Oct 18, 2019Updated 7 years ago
- Python code to manage ERA5 downloads at NCI☆34Mar 26, 2021Updated 5 years ago
- A hydrologic model in Python☆57Oct 2, 2026Updated 3 weeks ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆41Jun 11, 2025Updated last year