“…The perilous and expensive nature of flood hazards calls for concurrent improvements in the ability of scientists to measure their risk (Kron, 2005 ). Moreover, rapid increases in the population living in marginal areas relative to the flood hazards (Moulds et al, 2021 ), amid the consequences of land use changes such as in Bangladesh (Dewan et al, 2007 ), Belgium (Akter et al, 2018 ), India (Guhathakurta et al, 2011 ), China (Shen et al, 2021 ), the United States (Qiang et al, 2017 ), and elsewhere, a changing climate (Zhou et al, 2012 ; Kreibich et al, 2015 ), sea level rise (Nicholls et al, 1999 ; Bushra et al, 2021 ), and local factors such as subsidence (Mostafiz et al, 2021a ) and extreme weather events (Guhathakurta et al, 2011 ), underline the urgent need for accelerated improvements in flood risk assessment (Merz et al, 2014 ; Mostafiz, 2022 ). Yet proportionately little advancement has been made.…”