nram812 / A-Robust-Generative-Adversarial-Network-Approach-for-Climate-DownscalingView external linksLinks
Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"
☆14Sep 13, 2024Updated last year
Alternatives and similar repositories for A-Robust-Generative-Adversarial-Network-Approach-for-Climate-Downscaling
Users that are interested in A-Robust-Generative-Adversarial-Network-Approach-for-Climate-Downscaling are comparing it to the libraries listed below
Sorting:
- spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation☆35Jan 23, 2026Updated 3 weeks ago
- ☆37Sep 12, 2025Updated 5 months ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆14Dec 30, 2024Updated last year
- ☆15Jun 4, 2014Updated 11 years ago
- predicting vegetation health from precipitation and temperature☆12May 2, 2019Updated 6 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 10 months ago
- Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…☆11Mar 30, 2022Updated 3 years ago
- ☆24Apr 3, 2023Updated 2 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆29Jun 4, 2024Updated last year
- Example notebooks for working with nextGEMS Cycle3 data☆12Nov 28, 2024Updated last year
- The Rainfall Intensity Data Series can be Fitted to Eight Different PDFs and the Intensity-Duration-Frequency Curves are Computed☆13Dec 26, 2022Updated 3 years ago
- Linear Regression for data set with correlated or uncorrelated uncertainties in both axes.☆12Updated this week
- A Python package of algorithms used to identify jet streams, based on xarray.☆30Updated this week
- Deep learning approaches for statistical downscaling in climate☆74Jul 1, 2022Updated 3 years ago
- Trajectory analysis software, that produces time height cross sections with residencte time clustered by surface type.☆12Aug 3, 2025Updated 6 months ago
- HydroAnalysis is a Python package to calculate indices and metrics useful in the everyday job of an hydrologist.☆11Mar 18, 2025Updated 10 months ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Jul 19, 2018Updated 7 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- ☆15May 17, 2023Updated 2 years ago
- Pipeline for statistical downscaling of earth system model output☆12Oct 18, 2019Updated 6 years ago
- Python code to create the Observational Large Ensemble.☆11Feb 13, 2023Updated 3 years ago
- a toolbox for Earth System Model analysis☆29Aug 8, 2021Updated 4 years ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10May 21, 2022Updated 3 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Oct 13, 2022Updated 3 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆34Apr 8, 2021Updated 4 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆38Mar 30, 2022Updated 3 years ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆38Jun 1, 2022Updated 3 years ago
- A generative foundation model for the kilometer-scale atmosphere☆94Updated this week
- An open, reproducible and transferable workflow to assess and anticipate climate extremes beyond the observed record☆18Apr 1, 2024Updated last year
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆19Oct 8, 2024Updated last year
- Remote Sensing of Ice Albedo with GEE☆20Jan 3, 2024Updated 2 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆20May 29, 2021Updated 4 years ago
- ☆21Nov 19, 2020Updated 5 years ago
- Supplementary files and scripts for Nowack et al., Causal networks for climate model evaluation and constrained projections, Nature Commu…☆19Aug 17, 2021Updated 4 years ago
- ☆19Nov 25, 2025Updated 2 months ago
- diagnostic analyses and calculations in contour-based coordinates☆18Aug 20, 2024Updated last year
- A lightweight machine learning framework for Xarray☆22Nov 28, 2023Updated 2 years ago