2020
DOI: 10.1016/j.jclepro.2020.122757
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Threats of climate and land use change on future flood susceptibility

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Cited by 139 publications
(51 citation statements)
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“…The model's consistency depends on whether or not model matches reality of things then the theoretical model would be appropriate (Roy et al, 2020a). The ROC is the most accurate tool used for estimating the precision of the expected circumstance in different fields (Roy et al, 2020c). This method is used to determine the precision in different predicated models; frequency ratio, GWR, support vector machine, entropy model, advanced decision tree, analytical hierarchy process etc.…”
Section: Accuracy Assessmentmentioning
confidence: 99%
“…The model's consistency depends on whether or not model matches reality of things then the theoretical model would be appropriate (Roy et al, 2020a). The ROC is the most accurate tool used for estimating the precision of the expected circumstance in different fields (Roy et al, 2020c). This method is used to determine the precision in different predicated models; frequency ratio, GWR, support vector machine, entropy model, advanced decision tree, analytical hierarchy process etc.…”
Section: Accuracy Assessmentmentioning
confidence: 99%
“…The occurrence and distribution of flash floods are controlled by rainfall, which is the main trigger factor, and associated with short, high-intensity rain (Borga et al, 2010). The heavy rainfall over a short period causes quick-rising flash floods, which is very common (Roy et al, 2020). The contribution of convective precipitation was about 50% for 75% of the flash floods, and it increases to 70% for 50% of them (Llasat et al, 2016).…”
Section: Controls Of Rainfall Properties To Spatiotemporal Variability In Flash Floodsmentioning
confidence: 99%
“…Land-use and climate change are often referred to as 'global change' (Lopez-Tarazon et al, 2019), are two of the most critical drivers of hydrological variations (Kim et al, 2013;Kundu et al, 2017), affecting the formation and development of flash floods due to a complex interaction of the water-vegetation-soil system (Swain et al, 2021;Wang et al, 2020;Zhang et al, 2018). The weather system is becoming more and more unstable under climate change, increasing extreme weather events (Roy et al, 2020;Yu et al, 2018a). One of the main impacts appears to increase the frequency and magnitude of extreme rainfall events (Allan and Soden, 2008;Barredo, 2006;Debortoli et al, 2017;Li et al, 2021;Llasat et al, 2021).…”
Section: Introductionmentioning
confidence: 99%
“…Due to the excessive consumption of natural resources and the increase of carbon emissions, global climate change is becoming more and more obvious. Extreme severe weather conditions such as high temperature and flood frequently occur [4][5][6]. At the same time, the urban surface is covered by a dense concrete structure, which blocks the flow of water and gas between underground and ground, causing many urban problems, such as urban waterlogging, groundwater recession, noise pollution, and urban heat island phenomenon [7][8][9][10].…”
Section: Introductionmentioning
confidence: 99%