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A collection of Python packages for geospatial analysis with binder-ready notebook examples
Python Library for NASA Earthdata APIs
:earth_americas: Verification of weather and climate forecasts :earth_africa:
An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.
Climate Data Science and Earth Observation with Python.
Docker Images For Pangeo Jupyter Environment
Python wrapper of BitInformation.jl to easily compress xarray datasets based on their information content
Examples of analysis of CESM LENS data publicly available on Amazon S3 (us-west-2 region) using xarray and dask
Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.
Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️
Pangeo + Binder (dev repo for a binder/pangeo fusion concept)
The ecosystem of geospatial machine learning tools in the Pangeo world.
Pangeo & OpenEO Joint tutorial for BiDS23 - "Scaling Big Data Analysis with Pangeo and OpenEO: Unlocking the Power of Space Data"
A curated list of awesome Pangeo related Python frameworks, libraries, software and resources.
Global Fish Tracking Service - DestinE DESP Use Case
RadEst is a repo for atmospheric parameters estimation using Optimal Estimation (PyOptimalEstimation) and onboard radiometer observations.
Zarr-ification of different public datasets (CESM-LE, NA-Cordex) for AWS and Stratus S3 Object Storage
⚠️ Warning This project is no longer being actively maintained and there are no plans to update it in the future.A JupyterLab extension to interface with PBS scheduler
Leveraging satellite data and pangeo to investigate the role of Gulf Stream frontal dynamics in ocean productivity
Examples of analysis of NA-CORDEX data publicly available on Amazon S3 (us-west-2 region) using xarray and dask
Demo for the European Geoscience Union 22 conference showcasing climpred calculating Nino3.4 skill for NMME hindcasts verified against NOAA OISST observations
Regional disparities and seasonal differences in climate risk to rice labour - reproducible Pangeo demo
Collection of notebooks used to demonstrate some Pangeo tools on HPC
Visualise 3D data from OpenDAP in a Jupyter Notebook
Frequently asked questions about Python/Pangeo Toolbox
Experimenting with STAC catalogue cloud based access to geoscience data
Destination Earth for digital modelling of the Earth system
Basic files and instructions for setting up docker container (with JupyterLab) for python projects. Based on pangeo docker workflow
Deployment of NCAR Pangeo+Binder Hub on AWS using GitHub Actions and HashiCorp Terraform