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A Dimension-Reduced Multivariate Spatial Model for Extreme Events: Balancing Flexibility and Scalability

A Dimension-Reduced Multivariate Spatial Model for Extreme Events: Balancing Flexibility and Scalability

Modeling extreme precipitation and temperature is vital for understanding the impacts of climate change, as hazards like intense rainfall and record-breaking temperatures can result in severe consequences, including floods, droughts, and wildfires. Gaining insight into the spatial variation and interactions between these extremes is critical for effective risk management, early …