4 papers
Exploring climate change effects on concurrent floods and concurrent droughts via statistical deep learning
C. J. R. Murphy-Barltrop, J. Richards, B. Poschlod +2
Concurrent floods and concurrent droughts in nearby catchments pose challenges to risk assessment and water management. Climate change is affecting extremely high and low discharge…
Modelling non-stationary extremal dependence through a geometric approach
C. J. R. Murphy-Barltrop, J. L. Wadsworth, M. de Carvalho +1
Non-stationary extremal dependence, whereby the relationship between the extremes of multiple variables evolves over time, is commonly observed in many environmental and financial…
Improving estimation for asymptotically independent bivariate extremes via global estimators for the angular dependence function
C. J. R. Murphy-Barltrop, J. L. Wadsworth, E. F. Eastoe
Modelling the extremal dependence of bivariate variables is important in a wide variety of practical applications, including environmental planning, catastrophe modelling and hydro…
Modelling non-stationarity in asymptotically independent extremes
C. J. R. Murphy-Barltrop, J. L. Wadsworth
In many practical applications, evaluating the joint impact of combinations of environmental variables is important for risk management and structural design analysis. When such va…