Cal-Adapt: Analytics Engine Notebooks

The cae-notebooks repository consists of Jupyter notebooks that provide step-by-step functionality to access, analyze, and visualize climate data availale on the Cal-Adapt: Analytics Engine. Tools included in the notebooks provide examples for how to work with both the historical and projection climate model data on the platform, and demonstrate how to move from the climate variables provided through the Analytics Engine to actionable information that can inform decision-making and evaluate risks.

Notebooks are organized by similar-themed notebooks:

• Collaborative notebooks were co-produced with stakeholders for a specific application, and may be of interest to all users
  • Including vulnerability_assessment.ipynb and degree_days.ipynb
• Exploratory notebooks investigate a climate data topic but have no specific tools associated with the notebooks
  • Including model_uncertainty.ipynb and internal_variability.ipynb
    
• Tool notebooks highlight a specific tool
  • Including warming_levels.ipynb, timeseries_transformations.ipynb, and threshold_exceedance.ipynb
    
• In progress notebooks are currently in development for a specific application, and may have frequent updates before they are moved to another folder
  • Including typical_meteorological_year_methodology.ipynb

New to the Analytics Engine? Try getting_started.ipynb for a step-through of the basic functionality.

The notebooks are designed to be used as-is or serve as a starting point to adapt to specific needs, workflows, and particular applications.