Urbanization and climate change implications in flood risk management: Developing an efficient decision support system for flood susceptibility mapping

Arsiso, 2018, Influence of urbanization-driven land use/cover change on climate: the case of Addis Ababa, Ethiopia, Phys. Chem. Earth A/B/C, 10.1016/j.pce.2018.02.009 Banasik, 2014, Curve number estimation for a small urban catchment from recorded rainfall-runoff events, Arch. Environ. Prot., 40, 75, 10.2478/aep-2014-0032 Bian, 2017, A procedure for quantifying runoff response to spatial and temporal changes of impervious surface in Qinhuai River basin of southeastern China, Catena, 157, 268, 10.1016/j.catena.2017.05.023 Biftu, 2004, A semi-distributed, physics-based hydrologic model using remotely sensed and digital terrain elevation data for semi-arid catchments, Int. J. Remote Sens., 25, 4351, 10.1080/01431160310001654374 Birhanu, 2016, Flood risk and vulnerability of Addis Ababa City due to climate change and urbanization, Procedia Eng., 154, 696, 10.1016/j.proeng.2016.07.571 Bo, 2011, Application of the SCS-CN model to runoff estimation in a small watershed with high spatial heterogeneity, Pedosphere, 21, 738, 10.1016/S1002-0160(11)60177-X Bounoua, 2015, Impact of urbanization on US surface climate, Environ. Res. Lett., 10, 10.1088/1748-9326/10/8/084010 Buishand, 1982, Some methods for testing the homogeneity of rainfall records, J. Hydrol., 58, 11, 10.1016/0022-1694(82)90066-X Cao, 2018, Impacts of future urban expansion on summer climate and heat-related human health in eastern China, Environ. Int., 112, 134, 10.1016/j.envint.2017.12.027 Changnon, 1986, The urban-related nocturnal rainfall anomaly at St. Louis, J. Clim. Appl. Meteorol., 25, 1985, 10.1175/1520-0450(1986)025<1985:TURNRA>2.0.CO;2 Chen, 2015, A spatial assessment framework for evaluating flood risk under extreme climates, Sci. Total Environ., 538, 512, 10.1016/j.scitotenv.2015.08.094 Chen, 2017, Urbanization impacts on surface runoff of the contiguous United States, J. Environ. Manag., 187, 470, 10.1016/j.jenvman.2016.11.017 Cherqui, 2015, Assessing urban potential flooding risk and identifying effective risk-reduction measures, Sci. Total Environ., 514, 418, 10.1016/j.scitotenv.2015.02.027 Elkhrachy, 2015, Flash flood hazard mapping using satellite images and GIS tools: a case study of Najran City, Kingdom of Saudi Arabia (KSA), Egypt. J. Remote Sens. Space. Sci., 18, 261 FAO, 1974 Fernández, 2010, Urban flood hazard zoning in Tucumán Province, Argentina, using GIS and multicriteria decision analysis, Eng. Geol., 111, 90, 10.1016/j.enggeo.2009.12.006 Fu, 2016, A time series analysis of urbanization induced land use and land cover change and its impact on land surface temperature with Landsat imagery, Remote Sens. Environ., 175, 205, 10.1016/j.rse.2015.12.040 Gizaw, 2015, Possible impact of climate change on future extreme precipitation of the Oldman, Bow and Red Deer River Basins of Alberta, Int. J. Climatol. Grimmond, 2007, Urbanization and global environmental change: local effects of urban warming, Geogr. J., 173, 83, 10.1111/j.1475-4959.2007.232_3.x Gu, 2011, Climate change and urbanization in the Yangtze River Delta, Habitat Int., 35, 544, 10.1016/j.habitatint.2011.03.002 Guan, 2016, Storm runoff response to rainfall pattern, magnitude and urbanization in a developing urban catchment, Hydrol. Process., 30, 543 Guha-Sapir, 2014 Hill, 2010 Hong, 2017, Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution, Sci. Total Environ., 621, 1124, 10.1016/j.scitotenv.2017.10.114 Hossain, 2013, Assessing morphological changes of the Ganges River using satellite images, Quat. Int., 304, 142, 10.1016/j.quaint.2013.03.028 Islam, 2000, Flood hazard assessment in Bangladesh using NOAA AVHRR data with geographical information system, Hydrol. Process., 14, 605, 10.1002/(SICI)1099-1085(20000228)14:3<605::AID-HYP957>3.0.CO;2-L Itoh, 2001, Quaternary tectonic warping and strata formation in the southern Osaka Basin inferred from reflection seismic interpretation and borehole sequences, J. Asian Earth Sci., 20, 45, 10.1016/S1367-9120(01)00019-0 Jacinto, 2014, Continental Portuguese territory flood susceptibility index-contribution for a vulnerability index, Nat. Hazards Earth Syst. Sci., 2, 7521 Janssen, 1994, 232 Jensen, 2005 Jiang, 2015, Historical and potential changes of precipitation and temperature of Alberta subjected to climate change impact: 1900–2100, Theor. Appl. Climatol Kazakis, 2015, Assessment of flood hazard areas at a regional scale using an index-based approach and analytical hierarchy process: application in Rhodope–Evros region, Greece, Sci. Total Environ., 538, 555, 10.1016/j.scitotenv.2015.08.055 Kerschgens, 1986, On the energy budget of a wintry mid-latitude city atmosphere, Contrib. Atmos. Phys., 59, 115 La Riche, 1996 Lee, 2006, Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia, J. Earth Syst. Sci., 115, 661, 10.1007/s12040-006-0004-0 Lehner, 2006 Lim, 2006, Effects of initial abstraction and urbanization on estimated runoff using CN technology, J. Am. Water Resour. Assoc., 42, 629, 10.1111/j.1752-1688.2006.tb04481.x 2016 Moghaddam, 2015, Groundwater spring potential mapping using bivariate statistical model and GIS in the Taleghan Watershed, Iran, Arab. J. Geosci., 8, 913, 10.1007/s12517-013-1161-5 Nouh, 2006, Wadi flow in the Arabian Gulf states, Hydrol. Process., 20, 2393, 10.1002/hyp.6051 Nyarko, 2002, Application of a rational model in GIS for flood risk assessment in Accra, Ghana, J. Spat. Hydrol., 2, 1 Ouma, 2014, Urban flood vulnerability and risk mapping using integrated multi-parametric AHP and GIS: methodological overview and case study assessment, Water, 6, 1515, 10.3390/w6061515 Pilgrim, 1988, Problems of rainfall-runoff modelling in arid and semiarid regions, Hydrol. Sci. J., 33, 379, 10.1080/02626668809491261 Pradhan, 2009, Flood susceptible mapping and risk area delineation using logistic regression, GIS and remote sensing, J. Spat. Hydrol., 9, 1 Ramanathan, 2001, Aerosols, climate, and the hydrological cycle, Science, 294, 2119, 10.1126/science.1064034 Ren, 2008, Urbanization effects on observed surface air temperature trends in North China, J. Clim., 21, 1333, 10.1175/2007JCLI1348.1 Saaty, 1977, A scaling method for priorities in hierarchical structures, J. Math. Psychol., 15, 57, 10.1016/0022-2496(77)90033-5 Saaty, 1980 Saaty, 1990, How to make a decision: the analytic hierarchy process, Eur. J. Oper. Res., 48, 9, 10.1016/0377-2217(90)90057-I Satterthwaite, 2008, Climate change and urbanization: effects and implications for urban governance, 21 Sen, 1968, Estimates of the regression coefficient based on Kendall's tau, J. Am. Stat. Assoc., 63, 1379, 10.1080/01621459.1968.10480934 Şen, 2004 Shanahan, 2009, Atlantic forcing of persistent drought in West Africa, Science, 324, 377, 10.1126/science.1166352 Shi, 2007, The effect of land use/cover change on surface runoff in Shenzhen region, China, Catena, 69, 31, 10.1016/j.catena.2006.04.015 Tehrany, 2013, Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS, J. Hydrol., 504, 69, 10.1016/j.jhydrol.2013.09.034 Tehrany, 2015, Flood susceptibility assessment using GIS-based support vector machine model with different kernel types, Catena, 125, 91, 10.1016/j.catena.2014.10.017 Termeh, 2018, Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms, Sci. Total Environ., 615, 438, 10.1016/j.scitotenv.2017.09.262 Wang, 2007, Penalized maximal t test for detecting undocumented mean change in climate data series, J. Appl. Meteorol. Climatol., 46, 916, 10.1175/JAM2504.1 Wijngaard, 2003, Homogeneity of 20th century European daily temperature and precipitation series, Int. J. Climatol., 23, 679, 10.1002/joc.906 Williams, 2011, A westward extension of the warm pool leads to a westward extension of the Walker circulation drying eastern Africa, Clim. Dyn., 1 Xiao, 2017, Integrated flood hazard assessment based on spatial ordered weighted averaging method considering spatial heterogeneity of risk preference, Sci. Total Environ., 599, 1034, 10.1016/j.scitotenv.2017.04.218 Xu, 2018, Urbanization impact on carbon emissions in the Pearl River Delta region: Kuznets curve relationships, J. Clean. Prod., 180, 514, 10.1016/j.jclepro.2018.01.194 Yan, 2010, Effects of site change and urbanisation in the Beijing temperature series 1977–2006, Int. J. Climatol., 30, 1226, 10.1002/joc.1971 Zhan, 2004, ArcCN-runoff: an ArcGIS tool for generating curve number and runoff maps, Environ. Model. Softw., 19, 875, 10.1016/j.envsoft.2004.03.001 Zhang, 2008, Rapid urbanization and implications for flood risk management in hinterland of the Pearl River Delta, China: the Foshan study, Sensors, 8, 2223, 10.3390/s8042223 Zhang, 2008, Spatial and temporal variability of precipitation maxima during 1960–2005 in the Yangtze River basin and possible association with large-scale circulation, J. Hydrol., 353, 215, 10.1016/j.jhydrol.2007.11.023 Zhao, 2018, Mapping flood susceptibility in mountainous areas on a national scale in China, Sci. Total Environ., 615, 1133, 10.1016/j.scitotenv.2017.10.037