From NetCDF to Insights: A Practical Pipeline for City-Level Climate Risk Analysis
This article presents a practical pipeline for integrating CMIP6 climate projections, ERA5 reanalysis data, and impact models to perform city-level climate risk analysis.
Why it matters
This pipeline provides a practical, scalable approach to assessing climate risks at the city level, which is crucial for urban planning and climate adaptation efforts.
Key Points
- 1Combines CMIP6 climate projections, ERA5 reanalysis, and impact models
- 2Develops a lightweight, interpretable workflow for city-level climate risk analysis
- 3Enables users to explore climate risks and insights at the city level
Details
The article describes a data processing pipeline that takes climate model outputs in NetCDF format, combines them with reanalysis data, and integrates impact models to generate city-level insights on climate risks. The workflow is designed to be lightweight and interpretable, allowing users to explore climate change impacts on factors like temperature, precipitation, and extreme events at the city scale. By leveraging open-source tools and publicly available datasets, the pipeline aims to make city-level climate risk analysis more accessible to a wider audience.
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