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.
☆60Jan 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:
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆12May 26, 2022Updated 3 years ago
- Statistical climate downscaling in Python☆194Apr 6, 2026Updated last month
- 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
- Generalized Analog Regression Downscaling (GARD) code☆34Mar 20, 2024Updated 2 years ago
- ☆23Apr 3, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project☆152May 28, 2025Updated 11 months ago
- A Python library for fitting streamflow rating curves.☆20Apr 15, 2026Updated last month
- Climate downscaling using CMIP6 data☆208Apr 6, 2026Updated last month
- TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale☆60Feb 13, 2026Updated 3 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆96Feb 25, 2025Updated last year
- Python code to create the Observational Large Ensemble.☆11Feb 13, 2023Updated 3 years ago
- predicting vegetation health from precipitation and temperature☆12May 2, 2019Updated 7 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆14Jun 8, 2023Updated 2 years ago
- A hydrologic model in Python☆53Updated 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 link list related to the cryosphere and its subspheres☆19Apr 11, 2022Updated 4 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
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆102Jul 30, 2024Updated last year
- 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 5 years ago
- A re-implementation of the Kienholz 2014 algorithm in python, "forked" out of the OGGM base☆11Feb 22, 2023Updated 3 years ago
- Maximum Covariance Analysis in Python☆57Jul 7, 2023Updated 2 years ago
- Python for Climate and Meteorological Data Analysis and Visualisation☆21Jan 31, 2019Updated 7 years ago
- Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.☆17Dec 12, 2024Updated last year
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆16Nov 24, 2025Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 4 years ago
- ☆15Jun 4, 2014Updated 11 years ago
- a toolbox for Earth System Model analysis☆29Aug 8, 2021Updated 4 years ago
- ☆26Jun 12, 2024Updated last year
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 3 years ago
- ☆35Apr 1, 2026Updated last month
- Tools for separating hydrograph in baseflow and peak flow, and extreme value analyses☆27Dec 19, 2019Updated 6 years ago
- A collection of bias correction techniques written in Python - for climate sciences.☆82May 12, 2026Updated last week
- Pipeline for statistical downscaling of earth system model output☆12Oct 18, 2019Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Linear Regression for data set with correlated or uncorrelated uncertainties in both axes.☆13Apr 28, 2026Updated 3 weeks ago
- An R package for climate data bias correction and downscaling (part of the climate4R bundle)☆112Mar 11, 2025Updated last year
- python library for bias correction☆32Dec 19, 2022Updated 3 years ago
- XRO: Extended nonlinear Recharge Oscillator model☆33Sep 11, 2025Updated 8 months ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆70Sep 17, 2024Updated last year
- A way to manage forecast Xarray datasets using datatrees☆16Oct 31, 2023Updated 2 years ago
- Provides spatial tools to translate raster or vector polygon data to regular grids☆17Apr 13, 2026Updated last month