From NetCDF to Insights: A Practical Pipeline for City-Level Climate Risk Analysis

This article presents a practical pipeline for city-level climate risk analysis, integrating CMIP6 projections, ERA5 reanalysis, and impact models into a lightweight and interpretable workflow, enabling the extraction of insights from NetCDF files. The significance of this pipeline lies in its ability to provide actionable information for urban planning and climate resilience initiatives, leveraging climate data to inform decision-making at the city level.

⚡ Key Takeaways

• The pipeline integrates multiple data sources, including CMIP6 projections and ERA5 reanalysis, to provide a comprehensive view of climate risk.
• The use of impact models allows for the assessment of climate-related hazards and their potential consequences on urban areas.
• The workflow is designed to be lightweight and interpretable, making it accessible to a wide range of users, from researchers to urban planners.

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