Advanced Cloud

When you want to dive into optimizing cloud workflows

AWS Lambda

• User Guide to Scale Scientific Analysis in the Cloud - user guide for deploying AWS services in end-user Amazon accounts
• Notebook Demonstration - This tutorial demonstrates how to plot a timeseries of global mean sea surface temperature values using AWS Lambda to perform the global mean computation using the MUR 25km dataset.

Zarr

• Tutorial for NetCDF4 Files - Teaches about the Zarr cloud optimized format

Dask

• Introduction to Dask Tutorial - covers the basics of using Dask for parallel computing with NASA Earth Data completely in the cloud

Using Kerchunk, Zarr & Dask in the Cloud

• Kerchunk JSON Generation - Generates a Kerchunk JSON file for a single PO.DAAC Collection, creates output for input in following tutorial.
• Integrating Dask, Kerchunk, Zarr and Xarray - Efficiently visualize a whole collection of data in an interactive dashboard via cloud-optimized formats.

Harmony-py

• Subsetting tutorial - a tutorial for a Python library that integrates with NASA’s Harmony Services.