DBOF in Native Grid

Documentation for the LLC4320 native grid preprocessing pipeline for detecting fronts in the ocean.

Overview

This project provides tools for:

• Accessing raw LLC4320 model output data

• Preprocessing LLC data for machine learning

• Weighted sampling strategies

• Halo masking techniques

Contents

Documentation

• Remote LLC4320 Access (Kerchunk + Dask) for https://mghp.osn.xsede.org
  • Raw Data Source
  • Design Overview
  • Import
  • Dask Setup and Usage
• Weighted Sampling by a Data Value
  • Import
  • Design Overview
  • Parameters
• Sampling with Log ΔB^2
  • Log ΔB^2 Calculation
  • ΔB^2 Probability Map
  • Sampling Points
  • River Outflow Issue
• List of major tasks
• List of little fixes

Infrastructure

• Create the bucket
• Policy
  • Generate policy
  • Add policy
  • Check policy
• Users
  • Check access
  • Add additional users
  • Check access

Installation

pip install -e .

Authors

• J. Xavier Prochaska (jxp@ucsc.edu)

• P. Cornillon

• J. Tallman (jttallman@ucdavis.edu)

License

BSD License