A Framework for Exploring Joint Effects of Conditional Factors on Compound Floods. Issue 4 (6th April 2018)

• Record Type: Journal Article
• Authors: Liu, Zhiyong; Cheng, Linyin; Hao, Zengchao; Li, Jingjing; Thorstensen, Andrea; Gao, Hongkai
• Is Part Of: Water resources research. Volume 54:Issue 4(2018)
• Page Start: 2681
• Page End: 2696
• Publication Date: 2018-04-06
• Subjects: conditional framework -- underlying conditions -- individual and joint conditions -- vine copula -- compound floods; Hydrology -- Periodicals; 333.91
• DOI: 10.1002/2017WR021662
• Languages: English
• ISSNs: 0043-1397

Abstract

Abstract: This study highlights the features of vine copula for examining compound events involving underlying conditions that amply the compounding effects. To illustrate, we study compound floods in Texas (TX), USA. These compound floods consist of combinations of precipitation and surface runoff with the El Niño‐Southern Oscillation (ENSO) and rising temperatures as underlying conditions. Although the individual variable of precipitation and runoff may not itself be extreme, large exceedances can lead to flooding situations when combined. The presence of underlying conditions (e.g., El Niño and/or rising temperatures) can exacerbate the associated flood impacts. We use observational data during May–August for each climate division of TX. A three‐dimensional vine copula is used first to quantify the ENSO effect on precipitation and runoff through conditioning sets of vine copula. We further examine the interplay of a warming signal and El Niño to reveal their mutual effects on compound floods by placing these two factors as interrelated conditions in a four‐dimensional vine copula. Our results show that El Niño is much stronger than the other ENSO states in conditioning a high likelihood of TX compound floods by amplifying mean and extreme states of rainfall and runoff. Conditioned by both El Niño and global temperatures, a slight reduction occurs in TX compound floods under the warmer condition. This is consistent with the trend of precipitation and runoff composites under given conditions, while no appreciable changes are found to suggest a different joint effect of El Niño and rising temperatures on TX compound floods. Key Points: Examine the conditional role of individual and joint factors in compound events via the conditional framework of vine copula Address the interrelationship not only between extreme variables and physical conditions but also between the conditions themselves The individual variable of precipitation and runoff may not itself be extreme, but large exceedances can lead to flooding when combined