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Streamlining Infrastructure Risk Analysis with Fused

Β· 2 min read
Jacob Prince-Bieker
Senior ML Engineer @ VIDA

TL;DR Jacob at VIDA uses Fused to streamline processing and rendering of CMIP6 climate risk models, improving data sharing and sanity checks.

VIDA uses dozens of the latest generation of climate models to have the most up-to-date climate information, collectively part of the Coupled Model Intercomparison Project 6 (CMIP6). These models provide a range of possible futures, under different emission scenarios, as well as differences in how each model does its forecast. Using this information, we can create ensembles from the models, and have higher confidence in the risks and hazards we derive from the models, and which we present to our customers.

In this blog post, I show how I created a UDF to pre-process and visually inspect the Zarrs we generate as the output from our climate risk models.