/noaa-nwm

Primary LanguageJupyter NotebookMIT LicenseMIT

NWM on Azure

Materials for the Azure / Planetary Computer workshop at the CIROH Training and Developers Conference.

Log into the Hub

Log into the JupyterHub at https://ciroh.eastus.cloudapp.azure.com/.

Notebooks

These notebooks give an overview of national water model data on Azure, and an introduction to cloud-native geospatial data analysis.

  1. Introduction: An overview of the NWM data available on Azure.
  2. Problems: Some challenges with using NWM data on the cloud.
  3. Using Kerchunk: Using Kerchunk to speed up access to NWM data.
  4. Tabular: Accessing NWM data as a geoparquet dataset.

Data Processing

The processing directory has some scripts for

  1. Creating Kerchunk index files
  2. Rechunking the data
  3. Converting the reservoir data to a geoparquet dataset

Check those out if you're interested in some of the behind-the-scenes work for making data available on the cloud.

Infrastructure

The terraform directory has some stuff for deploying the infrastructure in the workshop.

TODO

  • forcing
  • other forecast hours