nicolasfauchereau

copernicus-training-c3s

pixi

Package management made easy

GeoFabrics

A package for generating hydrologically conditioned DEMs and roughness maps from LiDAR and other infrastructure data. Check the wiki for install and usage instructions, and documentation at https://rosepearson.github.io/GeoFabrics/

neural-lam

Neural Weather Prediction for Limited Area Modeling

topoCLIM

Methods to downscale climate timeseries from CORDEX RCM data.

UK-climate-by-mp

hex maps

xarray-ecmwf

Xarray backend to map an ECMWF style request to a service onto an XArray Dataset

data_science_notebook_templates

A comprehensive collection of Jupyter Notebook templates for data science tasks, developed to improve workflow efficiency and cover a wide range of topics, including exploratory data analysis, hypothesis testing, regression models, and machine learning models.

awesome-notebooks

A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.

Richardson_2023_energy

subseasonal_toolkit

Subseasonal forecasting models

ehfheatwaves

A script to calculate heatwaves from AWAP

time-series

Course files for "Ocean/Atmosphere Time Series Analysis"

EnAFNO

sketchbook-earth

Sketchbook Earth: Illustrated Climate Chronicles

PNAS-Leach-2021

Repository containing the notebooks used for the forecast-based attribution analysis of the 2019 European winter heatwave.

course_objective_analysis

material for ATS 655 - Objective Analysis

jsmetrics

A Python package of algorithms and metrics used to characterise and identify jet streams, based on xarray.

CME_NCOMMS_2020

Supplementary files and scripts for Nowack et al., Causal networks for climate model evaluation and constrained projections, Nature Communications (2020), https://doi.org/10.1038/s41467-020-15195-y

Download_ECMWF_Data

A collection of scripts to download ECMWF family data through the Meteorological Archival and Retrieval System (MARS) and Copernicus Climate Data Store (CDS).

cdsapi_helper

Make it easy to work with the Climate Data Store api (Copernicus)

CDS-retriever

Tool for parallel retrieve of ECMWF ERA5 from the Climate Data Store

ace

AI2 Climate Emulator

A-Robust-Generative-Adversarial-Network-Approach-for-Climate-Downscaling

Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"

sup3r

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

ClimateSet

A Large-Scale Climate Model Dataset for Machine Learning

bottleneck

Fast NumPy array functions written in C

Relative-SST

cdsapi

Python API to access the Copernicus Climate Data Store (CDS)

unidep

Single source of truth with requirements for pip and conda