Python Library for NASA Earthdata APIs

A collection of Python packages for geospatial analysis with binder-ready notebook examples

Docker Images For Pangeo Jupyter Environment

An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.

🌎 Verification of weather and climate forecasts 🌍

Climate Data Science and Earth Observation with Python.

Metrics for verifying forecasts

Analysis ready CMIP6 data in python the easy way with pangeo tools.

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.

Examples of analysis of CESM LENS data publicly available on Amazon S3 (us-west-2 region) using xarray and dask

Compress xarray datasets based on their bitwise information content

Pangeo + Binder (dev repo for a binder/pangeo fusion concept)

Pangeo tutorial at FOSS4G 2022

Global Fish Tracking Service - DestinE DESP Use Case

Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️

Pangeo & OpenEO Joint tutorial for BiDS23 - "Scaling Big Data Analysis with Pangeo and OpenEO: Unlocking the Power of Space Data"

Zarr-ification of different public datasets (CESM-LE, NA-Cordex) for AWS and Stratus S3 Object Storage

Map floods with Sentinel-1 radar images. We replicate in this package the work of Bauer-Marschallinger et al. (2022) on the TU Wien Bayesian-based flood mapping algorithm. This implementation is entirely based on Dask and data access via STAC with odc-stac.

This repo will be archived soon!!!

Basic files and instructions for setting up docker container (with JupyterLab) for python projects. Based on pangeo docker workflow