Articles | Volume 21, issue 6
Nat. Hazards Earth Syst. Sci., 21, 1867–1885, 2021

Special issue: Understanding compound weather and climate events and related...

Nat. Hazards Earth Syst. Sci., 21, 1867–1885, 2021

Research article 17 Jun 2021

Research article | 17 Jun 2021

Towards a compound-event-oriented climate model evaluation: a decomposition of the underlying biases in multivariate fire and heat stress hazards

Roberto Villalobos-Herrera et al.

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Short summary
Climate hazards may be caused by events which have multiple drivers. Here we present a method to break down climate model biases in hazard indicators down to the bias caused by each driving variable. Using simplified fire and heat stress indicators driven by temperature and relative humidity as examples, we show how multivariate indicators may have complex biases and that the relationship between driving variables is a source of bias that must be considered in climate model bias corrections.
Final-revised paper