GIS-based hydrodynamic modeling for urban flood mitigation in fast-growing regions: a case study of Erbil, Kurdistan Region of Iraq

Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify flood-prone locations and improve mitigation plans' resilience. Urban floods pose special issues due to changing land cover and a lack of raw data....

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Veröffentlicht in:Scientific reports Jg. 13; H. 1; S. 8935 - 18
Hauptverfasser: Mustafa, Andam, Szydłowski, Michał, Veysipanah, Mozafar, Hameed, Hasan Mohammed
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Nature Publishing Group UK 01.06.2023
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ISSN:2045-2322, 2045-2322
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Abstract Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify flood-prone locations and improve mitigation plans' resilience. Urban floods pose special issues due to changing land cover and a lack of raw data. Using a GIS-based modeling interface, input files for the hydrodynamic model were developed. The physical basin's properties were identified using soil map data, Land Use Land Cover (LULC) maps, and a Digital Elevation Model (DEM). So, the HEC-RAS 2-D hydrodynamic model was developed to estimate flood susceptibility and vulnerability in Erbil, Iraq. The case study examines the quality of flood modeling results using different DEM precisions. Faced with the difficulty, this study examines two building representation techniques: Building Block (BB) and Building Resistance (BR). The work presented here reveals that it is possible to apply the BR technique within the HEC-RAS 2-D to create urban flood models for regions that have a lack of data or poor data quality. Indeed, the findings confirmed that the inundated areas or areas where water accumulated in past rainfall events in Erbil are the same as those identified in the numerical simulations. The study's results indicate that the Erbil city is susceptible to flood hazards, especially in areas with low-lying topography and substantial precipitation. The study's conclusions can be utilized to plan and develop flood control structures, since it identified flood-prone areas of the city.
AbstractList Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify flood-prone locations and improve mitigation plans' resilience. Urban floods pose special issues due to changing land cover and a lack of raw data. Using a GIS-based modeling interface, input files for the hydrodynamic model were developed. The physical basin's properties were identified using soil map data, Land Use Land Cover (LULC) maps, and a Digital Elevation Model (DEM). So, the HEC-RAS 2-D hydrodynamic model was developed to estimate flood susceptibility and vulnerability in Erbil, Iraq. The case study examines the quality of flood modeling results using different DEM precisions. Faced with the difficulty, this study examines two building representation techniques: Building Block (BB) and Building Resistance (BR). The work presented here reveals that it is possible to apply the BR technique within the HEC-RAS 2-D to create urban flood models for regions that have a lack of data or poor data quality. Indeed, the findings confirmed that the inundated areas or areas where water accumulated in past rainfall events in Erbil are the same as those identified in the numerical simulations. The study's results indicate that the Erbil city is susceptible to flood hazards, especially in areas with low-lying topography and substantial precipitation. The study's conclusions can be utilized to plan and develop flood control structures, since it identified flood-prone areas of the city.
Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify flood-prone locations and improve mitigation plans' resilience. Urban floods pose special issues due to changing land cover and a lack of raw data. Using a GIS-based modeling interface, input files for the hydrodynamic model were developed. The physical basin's properties were identified using soil map data, Land Use Land Cover (LULC) maps, and a Digital Elevation Model (DEM). So, the HEC-RAS 2-D hydrodynamic model was developed to estimate flood susceptibility and vulnerability in Erbil, Iraq. The case study examines the quality of flood modeling results using different DEM precisions. Faced with the difficulty, this study examines two building representation techniques: Building Block (BB) and Building Resistance (BR). The work presented here reveals that it is possible to apply the BR technique within the HEC-RAS 2-D to create urban flood models for regions that have a lack of data or poor data quality. Indeed, the findings confirmed that the inundated areas or areas where water accumulated in past rainfall events in Erbil are the same as those identified in the numerical simulations. The study's results indicate that the Erbil city is susceptible to flood hazards, especially in areas with low-lying topography and substantial precipitation. The study's conclusions can be utilized to plan and develop flood control structures, since it identified flood-prone areas of the city.
Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify flood-prone locations and improve mitigation plans' resilience. Urban floods pose special issues due to changing land cover and a lack of raw data. Using a GIS-based modeling interface, input files for the hydrodynamic model were developed. The physical basin's properties were identified using soil map data, Land Use Land Cover (LULC) maps, and a Digital Elevation Model (DEM). So, the HEC-RAS 2-D hydrodynamic model was developed to estimate flood susceptibility and vulnerability in Erbil, Iraq. The case study examines the quality of flood modeling results using different DEM precisions. Faced with the difficulty, this study examines two building representation techniques: Building Block (BB) and Building Resistance (BR). The work presented here reveals that it is possible to apply the BR technique within the HEC-RAS 2-D to create urban flood models for regions that have a lack of data or poor data quality. Indeed, the findings confirmed that the inundated areas or areas where water accumulated in past rainfall events in Erbil are the same as those identified in the numerical simulations. The study's results indicate that the Erbil city is susceptible to flood hazards, especially in areas with low-lying topography and substantial precipitation. The study's conclusions can be utilized to plan and develop flood control structures, since it identified flood-prone areas of the city.Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify flood-prone locations and improve mitigation plans' resilience. Urban floods pose special issues due to changing land cover and a lack of raw data. Using a GIS-based modeling interface, input files for the hydrodynamic model were developed. The physical basin's properties were identified using soil map data, Land Use Land Cover (LULC) maps, and a Digital Elevation Model (DEM). So, the HEC-RAS 2-D hydrodynamic model was developed to estimate flood susceptibility and vulnerability in Erbil, Iraq. The case study examines the quality of flood modeling results using different DEM precisions. Faced with the difficulty, this study examines two building representation techniques: Building Block (BB) and Building Resistance (BR). The work presented here reveals that it is possible to apply the BR technique within the HEC-RAS 2-D to create urban flood models for regions that have a lack of data or poor data quality. Indeed, the findings confirmed that the inundated areas or areas where water accumulated in past rainfall events in Erbil are the same as those identified in the numerical simulations. The study's results indicate that the Erbil city is susceptible to flood hazards, especially in areas with low-lying topography and substantial precipitation. The study's conclusions can be utilized to plan and develop flood control structures, since it identified flood-prone areas of the city.
Abstract Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify flood-prone locations and improve mitigation plans' resilience. Urban floods pose special issues due to changing land cover and a lack of raw data. Using a GIS-based modeling interface, input files for the hydrodynamic model were developed. The physical basin's properties were identified using soil map data, Land Use Land Cover (LULC) maps, and a Digital Elevation Model (DEM). So, the HEC-RAS 2-D hydrodynamic model was developed to estimate flood susceptibility and vulnerability in Erbil, Iraq. The case study examines the quality of flood modeling results using different DEM precisions. Faced with the difficulty, this study examines two building representation techniques: Building Block (BB) and Building Resistance (BR). The work presented here reveals that it is possible to apply the BR technique within the HEC-RAS 2-D to create urban flood models for regions that have a lack of data or poor data quality. Indeed, the findings confirmed that the inundated areas or areas where water accumulated in past rainfall events in Erbil are the same as those identified in the numerical simulations. The study's results indicate that the Erbil city is susceptible to flood hazards, especially in areas with low-lying topography and substantial precipitation. The study's conclusions can be utilized to plan and develop flood control structures, since it identified flood-prone areas of the city.
Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify flood-prone locations and improve mitigation plans' resilience. Urban floods pose special issues due to changing land cover and a lack of raw data. Using a GIS-based modeling interface, input files for the hydrodynamic model were developed. The physical basin's properties were identified using soil map data, Land Use Land Cover (LULC) maps, and a Digital Elevation Model (DEM). So, the HEC-RAS 2-D hydrodynamic model was developed to estimate flood susceptibility and vulnerability in Erbil, Iraq. The case study examines the quality of flood modeling results using different DEM precisions. Faced with the difficulty, this study examines two building representation techniques: Building Block (BB) and Building Resistance (BR). The work presented here reveals that it is possible to apply the BR technique within the HEC-RAS 2-D to create urban flood models for regions thathave a lack of data or poor data quality. Indeed, the findings confirmed that the inundated areas or areas where water accumulated in past rainfall events in Erbil are the same as those identified in the numerical simulations. The study's results indicate that the Erbil city is susceptible to flood hazards, especially in areas with low-lying topography and substantial precipitation. The study's conclusions can be utilized to plan and develop flood control structures, since it identified flood-prone areas of the city.
ArticleNumber 8935
Author Mustafa, Andam
Hameed, Hasan Mohammed
Szydłowski, Michał
Veysipanah, Mozafar
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  givenname: Mozafar
  surname: Veysipanah
  fullname: Veysipanah, Mozafar
  organization: Department of Physical Geography and Ecosystem Science, Lund University
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  givenname: Hasan Mohammed
  surname: Hameed
  fullname: Hameed, Hasan Mohammed
  organization: College of Engineering, Geomatics (Surveying) Engineering, Salahaddin University-Erbil
BackLink https://www.ncbi.nlm.nih.gov/pubmed/37264123$$D View this record in MEDLINE/PubMed
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Cites_doi 10.1007/s11069-009-9363-6
10.1016/j.jhydrol.2004.08.014
10.3390/rs13010083
10.3390/w10121750
10.1016/j.envsoft.2022.105398
10.1016/S1462-0758(01)00004-8
10.1061/9780784413609.142
10.3390/rs12081302
10.1007/s00500-012-0898-1
10.3390/hydrology3030029
10.1080/19475705.2021.1887940
10.1371/currents.dis.f4deb457904936b07c09daa98ee8171a
10.1007/s11069-021-04758-x
10.1088/1748-9326/ab370a
10.3390/w11091840
10.1007/s12518-023-00495-x
10.1007/s12518-021-00363-6
10.3390/w10020207
10.18280/ijdne.170612
10.4236/eng.2013.58080
10.4236/eng.2022.1412044
10.1016/j.compenvurbsys.2021.101620
10.3390/w9060360
10.1016/j.jhydrol.2016.05.048
10.1016/j.envsoft.2021.105225
10.1038/srep36021
10.1016/j.ijdrr.2018.09.007
10.15576/asp.Fc/2019.18.3.113
10.1016/j.advwatres.2012.02.012
10.1016/j.envsoft.2022.105367
10.1007/978-3-030-00539-9
10.3390/geosciences8080275
10.1111/jfr3.12607
10.1007/s11069-020-03906-z
10.1080/19475705.2019.1707718
10.1007/s00704-015-1664-y
10.1002/joc.4338
10.1016/j.coastaleng.2011.01.011
10.1080/1573062X.2020.1777754
10.1016/j.ejrs.2020.03.002
10.1016/j.cacint.2021.100075
10.1016/j.envsoft.2022.105335
10.3390/w12092326
10.1016/j.tcrr.2021.06.003
10.3390/w14030419
10.7717/peerj.11667
10.1016/j.cities.2015.07.001
10.1016/j.envsoft.2018.07.018
10.1016/j.compenvurbsys.2009.11.002
10.1002/hyp.5648
10.1029/WR003i004p01007
10.1016/j.jafrearsci.2019.05.015
10.1016/j.compenvurbsys.2018.01.013
10.1016/j.jhydrol.2015.05.059
10.1016/j.compenvurbsys.2021.101704
10.2166/wst.2013.435
10.1016/j.compenvurbsys.2020.101546
10.3390/hydrology4010012
10.1016/j.scitotenv.2022.153012
10.1016/j.proeng.2012.01.802
10.18280/ijdne.170514
10.5194/hess-19-3605-2015
10.1016/j.scitotenv.2018.04.282
10.1016/j.gloenvcha.2010.04.002
10.3390/s19051024
10.1002/joc.4577
10.3390/rs15041102
10.1016/j.jksus.2022.102045
10.1016/j.sciaf.2021.e00834
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References GallienTSchubertJSandersBPredicting tidal flooding of urbanized embayments: A modeling framework and data requirementsCoast. Eng.20115856757710.1016/j.coastaleng.2011.01.011
RincónDKhanUTArmenakisCFlood risk mapping using GIS and multi-criteria analysis: A greater Toronto area case studyGeosciences201882752018Geosc...8..275R10.3390/geosciences8080275
Ritchie, H. & Roser, M. Natural disasters. Our World in Data (2014).
AmenMMapping of flood-prone areas utilizing GIS techniques and remote sensing: A case study of Duhok Kurdistan Region of IraqRemote Sens.20231511022023RemS...15.1102M10.3390/rs15041102
CostabilePCostanzoCFerraroDMacchioneFPetacciaGPerformances of the new HEC-RAS version 5 for 2-D hydrodynamic-based rainfall-runoff simulations at basin scale: Comparison with a state-of-the art modelWater202012232610.3390/w12092326
AlipourAJafarzadeganKMoradkhaniHGlobal sensitivity analysis in hydrodynamic modeling and flood inundation mappingEnviron. Model. Softw.202215210539810.1016/j.envsoft.2022.105398
Brunner, G. W. (2021) HEC-RAS River Analysis System2D Hydraulic reference manual, Version 6.0 (US Army Corps of Engineers—Hydrologic Engineering Center, London).
DoocySDanielsAMurraySKirschTDThe human impact of floods: A historical review of events 1980–2009 and systematic literature reviewPLoS Curr.201310.1371/currents.dis.f4deb457904936b07c09daa98ee8171a238574253644291
Mohammed, O. & Sayl, K. In IOP Conference Series: Earth and Environmental Science. 012049 (IOP Publishing).
Brunner, G. W. C.-H. HEC-RAS river analysis system 2D modeling user’s manual. (US Army Corps of Engineers—Hydrologic Engineering Center, 2021).
MattosTSTowards reducing flood risk disasters in a tropical urban basin by the development of flood alert web applicationEnviron. Model. Softw.202215110536710.1016/j.envsoft.2022.105367
KareemDAAmenARMustafaAYüceMISzydłowskiMComparative analysis of developed rainfall intensity–duration–frequency curves for Erbil with other Iraqi Urban areasWater20221441910.3390/w14030419
HermasEGaberAEl BastawesyMApplication of remote sensing and GIS for assessing and proposing mitigation measures in flood-affected urban areas EgyptEgypt. J. Remote Sens. Space Sci.20212411913010.1016/j.ejrs.2020.03.002
TierolfLde MoelHvan VlietJModeling urban development and its exposure to river flood risk in Southeast AsiaComput. Environ. Urban Syst.20218710162010.1016/j.compenvurbsys.2021.101620
NoorMIsmailTChungE-SShahidSSungJHUncertainty in rainfall intensity duration frequency curves of peninsular Malaysia under changing climate scenariosWater20181017502018ATel11750....1I10.3390/w10121750
MohammedSSSaylKNKamelAHGround water recharge mapping in Iraqi Western desertInt. J. Des. Nat. Ecodyn.20221791392010.18280/ijdne.170612
HameedHMEstimating the effect of urban growth on annual runoff volume using GIS in the Erbil sub-basin of the Kurdistan region of IraqHydrology201741210.3390/hydrology4010012
SamantaSKoloaCKumar PalDPalsamantaBFlood risk analysis in lower part of Markham river based on multi-criteria decision approach (MCDA)Hydrology201632910.3390/hydrology3030029
SchubertJESandersBFBuilding treatments for urban flood inundation models and implications for predictive skill and modeling efficiencyAdv. Water Resour.20124149642012AdWR...41...49S10.1016/j.advwatres.2012.02.012
CourtyLGRico-RamirezMÁPedrozo-AcuñaAThe significance of the spatial variability of rainfall on the numerical simulation of urban floodsWater20181020710.3390/w10020207
SaylKNSulaimanSOKamelAHAl-AnsariNTowards the generation of a spatial hydrological soil group map based on the radial basis network model and spectral reflectance band recognitionInt. J. Des. Nat. Ecodyn.20221776176610.18280/ijdne.170514
CampanaNATucciCEPredicting floods from urban development scenarios: Case study of the Dilúvio Basin, Porto Alegre BrazilUrban Water2001311312410.1016/S1462-0758(01)00004-8
MustafaAMMuhammedHHSzydlowskiMExtreme rainfalls as a cause of urban flash floods; A case study of the Erbil-Kurdistan region of IRAQActa Scientiarum Polonorum. Formatio Circumiectus20191811313210.15576/asp.Fc/2019.18.3.113
MarkOWeesakulSApirumanekulCAroonnetSBDjordjevićSPotential and limitations of 1D modelling of urban floodingJ. Hydrol.20042992842992004JHyd..299..284M10.1016/j.jhydrol.2004.08.014
de KokJ-LGrossmannMLarge-scale assessment of flood risk and the effects of mitigation measures along the Elbe riverNat. Hazards20105214316610.1007/s11069-009-9363-6
MustafaASzydłowskiMThe impact of spatiotemporal changes in land development (1984–2019) on the increase in the runoff coefficient in Erbil Kurdistan Region of IraqRemote Sens.20201213022020RemS...12.1302M10.3390/rs12081302
GunesCKurds in a new middle east2019Springer10.1007/978-3-030-00539-9
Al-AnsariNManagement of water resources in Iraq: Perspectives and prognosesEngineering2013566768410.4236/eng.2013.58080
Hunter, N. et al. In Proceedings of the Institution of Civil Engineers-Water Management. 13–30 (Thomas Telford Ltd).
SissakianVKAl-AnsariNAdamoNAbdul AhadIDAbedSAFlood hazards in Erbil city Kurdistan region Iraq, 2021: A case studyEngineering20221459160110.4236/eng.2022.1412044
SameerYMAbedANSaylKNGeomatics-based approach for highway route selectionAppl. Geomat.20231516117610.1007/s12518-023-00495-x
DazziSShustikovaIDomeneghettiACastellarinAVacondioRComparison of two modelling strategies for 2D large-scale flood simulationsEnviron. Model. Softw.202114610522510.1016/j.envsoft.2021.105225
LoudyiDKantoushSAFlood risk management in the middle east and north Africa (MENA) regionUrban Water J.20201737938010.1080/1573062X.2020.1777754
MohamedSAApplication of satellite image processing and GIS-Spatial modeling for mapping urban areas prone to flash floods in Qena governorateEgypt. J. Afric. Earth Sci.201915810350710.1016/j.jafrearsci.2019.05.015
GharbiMSoualmiaADartusDMasbernatLComparison of 1D and 2D hydraulic models for floods simulation on the Medjerda Riverin TunisiaJ. Mater. Environ. Sci2016730173026
LiuYZhangWCuiXFlood emergency management using hydrodynamic modellingProcedia Eng.20122875075310.1016/j.proeng.2012.01.802
Rudaw Meida Network. Daily NEWS <https://www.rudaw.net/> (2021).
GizawMSGanTYPossible impact of climate change on future extreme precipitation of the oldman, bow and red deer river basins of AlbertaInt. J. Climatol.20163620822410.1002/joc.4338
CabreraJSLeeHSFlood risk assessment for Davao oriental in the Philippines using geographic information system-based multi-criteria analysis and the maximum entropy modelJ. Flood Risk Manag.202013e1260710.1111/jfr3.12607
BouwerLMBubeckPAertsJCJHChanges in future flood risk due to climate and development in a Dutch polder areaGlob. Environ. Chang.20102046347110.1016/j.gloenvcha.2010.04.002
MacalaladRVFlash flood modeling in the data-poor basin: A case study in Matina river basinTrop. Cyclone Res. Rev.202110879510.1016/j.tcrr.2021.06.003
LiJWongDWEffects of DEM sources on hydrologic applicationsComput. Environ. Urban Syst.20103425126110.1016/j.compenvurbsys.2009.11.002
JiangRGanTYXieJWangNKuoC-CHistorical and potential changes of precipitation and temperature of Alberta subjected to climate change impact: 1900–2100Theoret. Appl. Climatol.20171277257392017ThApC.127..725J10.1007/s00704-015-1664-y
Surwase, T. et al. In Proceedings of International Conference on Remote Sensing for Disaster Management. 851–863 (Springer).
Assaf, A. T., Sayl, K. N. & Adham, A. In Journal of Physics: Conference Series. 012149 (IOP Publishing).
RahmaniVHutchinsonSLHarringtonJAJrHutchinsonJMSAnalysis of frequency and magnitude of extreme rainfall events with potential impacts on flooding: A case study from the central United StatesInt. J. Climatol.2016363578358710.1002/joc.4577
LöweRImpacts of urban development on urban water management–limits of predictabilityComput. Environ. Urban Syst.20208410154610.1016/j.compenvurbsys.2020.101546
DesalegnHMuluAMapping flood inundation areas using GIS and HEC-RAS model at Fetam river, upper Abbay basin EthiopiaSci. Afr.202112e008341:CAS:528:DC%2BB38XitVKitbrP10.1016/j.sciaf.2021.e00834
MustafaASzydłowskiMApplication of different building representation techniques in HEC-RAS 2-D for urban flood modeling using the Toce River experimental casePeerJ20219e1166710.7717/peerj.11667342495078256810
CaoWIncreasing global urban exposure to flooding: An analysis of long-term annual dynamicsSci. Total Environ.20228171530122022ScTEn.817o3012C1:CAS:528:DC%2BB38XhsFSntbo%3D10.1016/j.scitotenv.2022.15301235026278
OubennaceurKChokmaniKNastevMLhissouREl AlemAFlood risk mapping for direct damage to residential buildings in Quebec, CanadaInt. J. Disaster Risk Reduct.201933445410.1016/j.ijdrr.2018.09.007
Portugués-MolláIBonache-FeliciXMateu-BellésJFMarco-SeguraJBA GIS-based model for the analysis of an urban flash flood and its hydro-geomorphic response. The Valencia event of 1957J. Hydrol.20165415825962016JHyd..541..582P10.1016/j.jhydrol.2016.05.048
ShahabulAlamMElshorbagyAQuantification of the climate change-induced variations in intensity–duration–frequency curves in the Canadian prairiesJ. Hydrol.2015527990100510.1016/j.jhydrol.2015.05.059
IbrahimRIMushatatSAAbdelmonemMGErbilCities201549142510.1016/j.cities.2015.07.001
TanoueMHirabayashiYIkeuchiHGlobal-scale river flood vulnerability in the last 50 yearsSci. Rep.20166360212016NatSR...636021T1:CAS:528:DC%2BC28XhslKnsLjO10.1038/srep36021277821605080543
NRCS, U. Chapter 7–Hydrologic soil groups in: NRCS–National engineering handbook (NEH), Part 630–hydrology. USDA NRCS, Washington, DC, 7.1–7.5 (2009).
CourtyLGWilbyRLHillierJKSlaterLJIntensity-duration-frequency curves at the global scaleEnviron. Res. Lett.2019140840452019ERL....14h4045C10.1088/1748-9326/ab370a
Gouldby, B. Uncertainty and sensitvity analysis method for flood risk analysis. T24–08–01 (2009).
ChowVTOpen-channel hydraulics1959McGraw-Hill civil engineering series
Szydłowski, M. et al. In 14th International Symposium Water Management and Hydraulic Engineering.
ShenDWangJChengXRuiYYeSIntegration of 2-D hydraulic model and high-resolution l
SS Mohammed (36138_CR33) 2022; 17
36138_CR5
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References_xml – reference: AbdelkarimAGaberAFDYoussefAMPradhanBFlood hazard assessment of the urban area of Tabuk City, Kingdom of Saudi Arabia by integrating spatial-based hydrologic and hydrodynamic modelingSensors20191910242019Senso..19.1024A10.3390/s19051024308233976427699
– reference: GharbiMSoualmiaADartusDMasbernatLComparison of 1D and 2D hydraulic models for floods simulation on the Medjerda Riverin TunisiaJ. Mater. Environ. Sci2016730173026
– reference: CampanaNATucciCEPredicting floods from urban development scenarios: Case study of the Dilúvio Basin, Porto Alegre BrazilUrban Water2001311312410.1016/S1462-0758(01)00004-8
– reference: MoniruzzamanMDecadal Urban land use/land cover changes and its impact on surface runoff potential for the Dhaka city and surroundings using remote sensingRemote Sens.202113832020RemS...13...83M10.3390/rs13010083
– reference: OubennaceurKChokmaniKNastevMLhissouREl AlemAFlood risk mapping for direct damage to residential buildings in Quebec, CanadaInt. J. Disaster Risk Reduct.201933445410.1016/j.ijdrr.2018.09.007
– reference: SzydlowskiMTransboundary floods: Reducing risks through flood management2006Springer
– reference: YalcinEAssessing the impact of topography and land cover data resolutions on two-dimensional HEC-RAS hydrodynamic model simulations for urban flood hazard analysisNat. Hazards2020101995101710.1007/s11069-020-03906-z
– reference: NoorMIsmailTChungE-SShahidSSungJHUncertainty in rainfall intensity duration frequency curves of peninsular Malaysia under changing climate scenariosWater20181017502018ATel11750....1I10.3390/w10121750
– reference: MarkOWeesakulSApirumanekulCAroonnetSBDjordjevićSPotential and limitations of 1D modelling of urban floodingJ. Hydrol.20042992842992004JHyd..299..284M10.1016/j.jhydrol.2004.08.014
– reference: Sameer, Y. M., Abed, A. N. & Sayl, K. N. In Journal of Physics: Conference Series. 012060 (IOP Publishing).
– reference: TanoueMHirabayashiYIkeuchiHGlobal-scale river flood vulnerability in the last 50 yearsSci. Rep.20166360212016NatSR...636021T1:CAS:528:DC%2BC28XhslKnsLjO10.1038/srep36021277821605080543
– reference: HameedHMEstimating the effect of urban growth on annual runoff volume using GIS in the Erbil sub-basin of the Kurdistan region of IraqHydrology201741210.3390/hydrology4010012
– reference: LiuYZhangWCuiXFlood emergency management using hydrodynamic modellingProcedia Eng.20122875075310.1016/j.proeng.2012.01.802
– reference: MustafaASzydłowskiMThe impact of spatiotemporal changes in land development (1984–2019) on the increase in the runoff coefficient in Erbil Kurdistan Region of IraqRemote Sens.20201213022020RemS...12.1302M10.3390/rs12081302
– reference: HermasEGaberAEl BastawesyMApplication of remote sensing and GIS for assessing and proposing mitigation measures in flood-affected urban areas EgyptEgypt. J. Remote Sens. Space Sci.20212411913010.1016/j.ejrs.2020.03.002
– reference: Brunner, G. W. C.-H. HEC-RAS river analysis system 2D modeling user’s manual. (US Army Corps of Engineers—Hydrologic Engineering Center, 2021).
– reference: LiZComparative analysis of building representations in TELEMAC-2D for flood inundation in idealized Urban districtsWater201911184010.3390/w11091840
– reference: AlipourAJafarzadeganKMoradkhaniHGlobal sensitivity analysis in hydrodynamic modeling and flood inundation mappingEnviron. Model. Softw.202215210539810.1016/j.envsoft.2022.105398
– reference: BouwerLMBubeckPAertsJCJHChanges in future flood risk due to climate and development in a Dutch polder areaGlob. Environ. Chang.20102046347110.1016/j.gloenvcha.2010.04.002
– reference: Relifeweb. Iraq: Flash Floods - Dec 2021, <https://reliefweb.int/disaster/fl-2021-000208-irq> (2021).
– reference: Portugués-MolláIBonache-FeliciXMateu-BellésJFMarco-SeguraJBA GIS-based model for the analysis of an urban flash flood and its hydro-geomorphic response. The Valencia event of 1957J. Hydrol.20165415825962016JHyd..541..582P10.1016/j.jhydrol.2016.05.048
– reference: SzelągBInfluence of urban catchment characteristics and rainfall origins on the phenomenon of stormwater flooding: Case studyEnviron. Model. Softw.202215010533510.1016/j.envsoft.2022.105335
– reference: SaylKNSulaimanSOKamelAHAl-AnsariNTowards the generation of a spatial hydrological soil group map based on the radial basis network model and spectral reflectance band recognitionInt. J. Des. Nat. Ecodyn.20221776176610.18280/ijdne.170514
– reference: ShenDWangJChengXRuiYYeSIntegration of 2-D hydraulic model and high-resolution lidar-derived DEM for floodplain flow modelingHydrol. Earth Syst. Sci.201519360536162015HESS...19.3605S10.5194/hess-19-3605-2015
– reference: GigovićLPamučarDBajićZDrobnjakSApplication of GIS-interval rough AHP methodology for flood hazard mapping in urban areasWater2017936010.3390/w9060360
– reference: CostabilePCostanzoCFerraroDMacchioneFPetacciaGPerformances of the new HEC-RAS version 5 for 2-D hydrodynamic-based rainfall-runoff simulations at basin scale: Comparison with a state-of-the art modelWater202012232610.3390/w12092326
– reference: Rudaw Meida Network. Daily NEWS <https://www.rudaw.net/> (2021).
– reference: NotaroVFontanazzaCMFreniGPuleoVImpact of rainfall data resolution in time and space on the urban flooding evaluationWater Sci. Technol.2013681984199310.2166/wst.2013.43524225098
– reference: LöweRImpacts of urban development on urban water management–limits of predictabilityComput. Environ. Urban Syst.20208410154610.1016/j.compenvurbsys.2020.101546
– reference: Brunner, G. W. (2021) HEC-RAS River Analysis System2D Hydraulic reference manual, Version 6.0 (US Army Corps of Engineers—Hydrologic Engineering Center, London).
– reference: LiuYPenderGCarlisle 2005 urban flood event simulation using cellular automata-based rapid flood spreading modelSoft. Comput.201317293710.1007/s00500-012-0898-1
– reference: Hunter, N. et al. In Proceedings of the Institution of Civil Engineers-Water Management. 13–30 (Thomas Telford Ltd).
– reference: SameerYMAbedANSaylKNGeomatics-based approach for highway route selectionAppl. Geomat.20231516117610.1007/s12518-023-00495-x
– reference: GallienTSchubertJSandersBPredicting tidal flooding of urbanized embayments: A modeling framework and data requirementsCoast. Eng.20115856757710.1016/j.coastaleng.2011.01.011
– reference: SamelaCAlbanoRSoleAManfredaSA GIS tool for cost-effective delineation of flood-prone areasComput. Environ. Urban Syst.201870435210.1016/j.compenvurbsys.2018.01.013
– reference: DazziSShustikovaIDomeneghettiACastellarinAVacondioRComparison of two modelling strategies for 2D large-scale flood simulationsEnviron. Model. Softw.202114610522510.1016/j.envsoft.2021.105225
– reference: MohamedSAApplication of satellite image processing and GIS-Spatial modeling for mapping urban areas prone to flash floods in Qena governorateEgypt. J. Afric. Earth Sci.201915810350710.1016/j.jafrearsci.2019.05.015
– reference: NRCS, U. Chapter 7–Hydrologic soil groups in: NRCS–National engineering handbook (NEH), Part 630–hydrology. USDA NRCS, Washington, DC, 7.1–7.5 (2009).
– reference: CabreraJSLeeHSFlood risk assessment for Davao oriental in the Philippines using geographic information system-based multi-criteria analysis and the maximum entropy modelJ. Flood Risk Manag.202013e1260710.1111/jfr3.12607
– reference: MustafaASzydłowskiMApplication of different building representation techniques in HEC-RAS 2-D for urban flood modeling using the Toce River experimental casePeerJ20219e1166710.7717/peerj.11667342495078256810
– reference: HuffFATime distribution of rainfall in heavy stormsWater Resour. Res.19673100710191967WRR.....3.1007H10.1029/WR003i004p01007
– reference: Faisal KokoAYueWAbdullahiAbubakarGHamedRNoman AlabsiAAAnalyzing urban growth and land cover change scenario in Lagos, Nigeria using multi-temporal remote sensing data and GIS to mitigate floodingGeomat. Nat. Hazards Risk20211263165210.1080/19475705.2021.1887940
– reference: LiJWongDWEffects of DEM sources on hydrologic applicationsComput. Environ. Urban Syst.20103425126110.1016/j.compenvurbsys.2009.11.002
– reference: KareemDAAmenARMustafaAYüceMISzydłowskiMComparative analysis of developed rainfall intensity–duration–frequency curves for Erbil with other Iraqi Urban areasWater20221441910.3390/w14030419
– reference: SchubertJESandersBFBuilding treatments for urban flood inundation models and implications for predictive skill and modeling efficiencyAdv. Water Resour.20124149642012AdWR...41...49S10.1016/j.advwatres.2012.02.012
– reference: PabiOEgyirSAttuaEMFlood hazard response to scenarios of rainfall dynamics and land use and land cover change in an urbanized river basin in Accra GhanaCity Environ. Interact.20211210007510.1016/j.cacint.2021.100075
– reference: IbrahimRIMushatatSAAbdelmonemMGErbilCities201549142510.1016/j.cities.2015.07.001
– reference: Galasso, C. & Senarath, S. U. S. In Vulnerability, uncertainty, and risk 1415–1424 (2014).
– reference: CronsheyRUrban hydrology for small watersheds1986US Department of Agriculture Soil Conservation Service, Engineering Division
– reference: JohnsonBAHigh-resolution urban change modeling and flood exposure estimation at a national scale using open geospatial data: A case study of the PhilippinesComput. Environ. Urban Syst.20219010170410.1016/j.compenvurbsys.2021.101704
– reference: MustafaAMMuhammedHHSzydlowskiMExtreme rainfalls as a cause of urban flash floods; A case study of the Erbil-Kurdistan region of IRAQActa Scientiarum Polonorum. Formatio Circumiectus20191811313210.15576/asp.Fc/2019.18.3.113
– reference: Surwase, T. et al. In Proceedings of International Conference on Remote Sensing for Disaster Management. 851–863 (Springer).
– reference: Gouldby, B. Uncertainty and sensitvity analysis method for flood risk analysis. T24–08–01 (2009).
– reference: Néelz, S. & Pender, G. Benchmarking the latest generation of 2D hydraulic modelling packages. Environment Agency, Horison House, Deanery Road, Bristol, BS1 9AH (2013).
– reference: Kurdistan Region Statics, O. Report of the expectation of Kurdistan Region Population from 2009–2020. (Erbil- Kurdistan Region of Iraq, 2014).
– reference: Erbil Govornorate. Media Statement, <https://www.hawlergov.org/app/ku/node/2146> (2021).
– reference: GunesCKurds in a new middle east2019Springer10.1007/978-3-030-00539-9
– reference: SamantaSKoloaCKumar PalDPalsamantaBFlood risk analysis in lower part of Markham river based on multi-criteria decision approach (MCDA)Hydrology201632910.3390/hydrology3030029
– reference: DoocySDanielsAMurraySKirschTDThe human impact of floods: A historical review of events 1980–2009 and systematic literature reviewPLoS Curr.201310.1371/currents.dis.f4deb457904936b07c09daa98ee8171a238574253644291
– reference: MacalaladRVFlash flood modeling in the data-poor basin: A case study in Matina river basinTrop. Cyclone Res. Rev.202110879510.1016/j.tcrr.2021.06.003
– reference: JiangRGanTYXieJWangNKuoC-CHistorical and potential changes of precipitation and temperature of Alberta subjected to climate change impact: 1900–2100Theoret. Appl. Climatol.20171277257392017ThApC.127..725J10.1007/s00704-015-1664-y
– reference: CourtyLGWilbyRLHillierJKSlaterLJIntensity-duration-frequency curves at the global scaleEnviron. Res. Lett.2019140840452019ERL....14h4045C10.1088/1748-9326/ab370a
– reference: de KokJ-LGrossmannMLarge-scale assessment of flood risk and the effects of mitigation measures along the Elbe riverNat. Hazards20105214316610.1007/s11069-009-9363-6
– reference: ChowVTOpen-channel hydraulics1959McGraw-Hill civil engineering series
– reference: CourtyLGRico-RamirezMÁPedrozo-AcuñaAThe significance of the spatial variability of rainfall on the numerical simulation of urban floodsWater20181020710.3390/w10020207
– reference: BouaidaJWitamOIbnoussinaMDelmakiAEFBenkiraneMContribution of remote sensing and GIS to analysis of the risk of flooding in the Zat basin (High Atlas-Morocco)Nat. Hazards20211081835185110.1007/s11069-021-04758-x
– reference: TierolfLde MoelHvan VlietJModeling urban development and its exposure to river flood risk in Southeast AsiaComput. Environ. Urban Syst.20218710162010.1016/j.compenvurbsys.2021.101620
– reference: Szydłowski, M. et al. In 14th International Symposium Water Management and Hydraulic Engineering.
– reference: LoudyiDKantoushSAFlood risk management in the middle east and north Africa (MENA) regionUrban Water J.20201737938010.1080/1573062X.2020.1777754
– reference: MahmoudSHGanTYUrbanization and climate change implications in flood risk management: Developing an efficient decision support system for flood susceptibility mappingSci. Total Environ.20186361521672018ScTEn.636..152M1:CAS:528:DC%2BC1cXosFGntLs%3D10.1016/j.scitotenv.2018.04.28229705434
– reference: ShahabulAlamMElshorbagyAQuantification of the climate change-induced variations in intensity–duration–frequency curves in the Canadian prairiesJ. Hydrol.2015527990100510.1016/j.jhydrol.2015.05.059
– reference: Ritchie, H. & Roser, M. Natural disasters. Our World in Data (2014).
– reference: RincónDKhanUTArmenakisCFlood risk mapping using GIS and multi-criteria analysis: A greater Toronto area case studyGeosciences201882752018Geosc...8..275R10.3390/geosciences8080275
– reference: AronicaGLanzaLDrainage efficiency in urban areas: A case studyHydrol. Process. Int. J.200519110511192005HyPr...19.1105A10.1002/hyp.5648
– reference: MuneerASSaylKNKamalAHModeling of spatially distributed infiltration in the Iraqi western desertAppl. Geomat.20211346747910.1007/s12518-021-00363-6
– reference: CaoWIncreasing global urban exposure to flooding: An analysis of long-term annual dynamicsSci. Total Environ.20228171530122022ScTEn.817o3012C1:CAS:528:DC%2BB38XhsFSntbo%3D10.1016/j.scitotenv.2022.15301235026278
– reference: SissakianVKAl-AnsariNAdamoNAbdul AhadIDAbedSAFlood hazards in Erbil city Kurdistan region Iraq, 2021: A case studyEngineering20221459160110.4236/eng.2022.1412044
– reference: El-SaoudWAOthmanAAn integrated hydrological and hydraulic modelling approach for flash flood hazard assessment in eastern Makkah city, Saudi ArabiaJ. King Saud. Univ. Sci.20223410204510.1016/j.jksus.2022.102045
– reference: MattosTSTowards reducing flood risk disasters in a tropical urban basin by the development of flood alert web applicationEnviron. Model. Softw.202215110536710.1016/j.envsoft.2022.105367
– reference: RahmaniVHutchinsonSLHarringtonJAJrHutchinsonJMSAnalysis of frequency and magnitude of extreme rainfall events with potential impacts on flooding: A case study from the central United StatesInt. J. Climatol.2016363578358710.1002/joc.4577
– reference: Assaf, A. T., Sayl, K. N. & Adham, A. In Journal of Physics: Conference Series. 012149 (IOP Publishing).
– reference: AmenMMapping of flood-prone areas utilizing GIS techniques and remote sensing: A case study of Duhok Kurdistan Region of IraqRemote Sens.20231511022023RemS...15.1102M10.3390/rs15041102
– reference: GlenisVKutijaVKilsbyCGA fully hydrodynamic urban flood modelling system representing buildings, green space and interventionsEnviron. Model. Softw.201810927229210.1016/j.envsoft.2018.07.018
– reference: MohammedSSSaylKNKamelAHGround water recharge mapping in Iraqi Western desertInt. J. Des. Nat. Ecodyn.20221791392010.18280/ijdne.170612
– reference: HusseinKAlkaabiKGhebreyesusDLiaqatMUSharifHOLand use/land cover change along the eastern coast of the UAE and its impact on flooding riskGeomat. Nat. Haz. Risk20201111213010.1080/19475705.2019.1707718
– reference: GizawMSGanTYPossible impact of climate change on future extreme precipitation of the oldman, bow and red deer river basins of AlbertaInt. J. Climatol.20163620822410.1002/joc.4338
– reference: Al-AnsariNManagement of water resources in Iraq: Perspectives and prognosesEngineering2013566768410.4236/eng.2013.58080
– reference: DesalegnHMuluAMapping flood inundation areas using GIS and HEC-RAS model at Fetam river, upper Abbay basin EthiopiaSci. Afr.202112e008341:CAS:528:DC%2BB38XitVKitbrP10.1016/j.sciaf.2021.e00834
– reference: Mohammed, O. & Sayl, K. In IOP Conference Series: Earth and Environmental Science. 012049 (IOP Publishing).
– volume: 52
  start-page: 143
  year: 2010
  ident: 36138_CR56
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-009-9363-6
– volume: 299
  start-page: 284
  year: 2004
  ident: 36138_CR75
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2004.08.014
– volume: 13
  start-page: 83
  year: 2021
  ident: 36138_CR24
  publication-title: Remote Sens.
  doi: 10.3390/rs13010083
– volume: 10
  start-page: 1750
  year: 2018
  ident: 36138_CR52
  publication-title: Water
  doi: 10.3390/w10121750
– volume: 152
  start-page: 105398
  year: 2022
  ident: 36138_CR44
  publication-title: Environ. Model. Softw.
  doi: 10.1016/j.envsoft.2022.105398
– volume: 3
  start-page: 113
  year: 2001
  ident: 36138_CR83
  publication-title: Urban Water
  doi: 10.1016/S1462-0758(01)00004-8
– ident: 36138_CR5
  doi: 10.1061/9780784413609.142
– volume: 12
  start-page: 1302
  year: 2020
  ident: 36138_CR7
  publication-title: Remote Sens.
  doi: 10.3390/rs12081302
– volume: 17
  start-page: 29
  year: 2013
  ident: 36138_CR77
  publication-title: Soft. Comput.
  doi: 10.1007/s00500-012-0898-1
– volume: 3
  start-page: 29
  year: 2016
  ident: 36138_CR3
  publication-title: Hydrology
  doi: 10.3390/hydrology3030029
– volume: 12
  start-page: 631
  year: 2021
  ident: 36138_CR22
  publication-title: Geomat. Nat. Hazards Risk
  doi: 10.1080/19475705.2021.1887940
– year: 2013
  ident: 36138_CR8
  publication-title: PLoS Curr.
  doi: 10.1371/currents.dis.f4deb457904936b07c09daa98ee8171a
– ident: 36138_CR84
– volume: 108
  start-page: 1835
  year: 2021
  ident: 36138_CR10
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-021-04758-x
– volume: 14
  start-page: 084045
  year: 2019
  ident: 36138_CR51
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/ab370a
– volume: 11
  start-page: 1840
  year: 2019
  ident: 36138_CR70
  publication-title: Water
  doi: 10.3390/w11091840
– volume-title: Urban hydrology for small watersheds
  year: 1986
  ident: 36138_CR73
– volume: 15
  start-page: 161
  year: 2023
  ident: 36138_CR88
  publication-title: Appl. Geomat.
  doi: 10.1007/s12518-023-00495-x
– volume: 13
  start-page: 467
  year: 2021
  ident: 36138_CR34
  publication-title: Appl. Geomat.
  doi: 10.1007/s12518-021-00363-6
– ident: 36138_CR64
– volume-title: Open-channel hydraulics
  year: 1959
  ident: 36138_CR72
– volume: 10
  start-page: 207
  year: 2018
  ident: 36138_CR19
  publication-title: Water
  doi: 10.3390/w10020207
– volume: 17
  start-page: 913
  year: 2022
  ident: 36138_CR33
  publication-title: Int. J. Des. Nat. Ecodyn.
  doi: 10.18280/ijdne.170612
– volume: 5
  start-page: 667
  year: 2013
  ident: 36138_CR61
  publication-title: Engineering
  doi: 10.4236/eng.2013.58080
– volume: 14
  start-page: 591
  year: 2022
  ident: 36138_CR85
  publication-title: Engineering
  doi: 10.4236/eng.2022.1412044
– ident: 36138_CR17
– volume: 87
  start-page: 101620
  year: 2021
  ident: 36138_CR27
  publication-title: Comput. Environ. Urban Syst.
  doi: 10.1016/j.compenvurbsys.2021.101620
– ident: 36138_CR59
– volume: 9
  start-page: 360
  year: 2017
  ident: 36138_CR86
  publication-title: Water
  doi: 10.3390/w9060360
– volume: 541
  start-page: 582
  year: 2016
  ident: 36138_CR13
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2016.05.048
– volume: 146
  start-page: 105225
  year: 2021
  ident: 36138_CR79
  publication-title: Environ. Model. Softw.
  doi: 10.1016/j.envsoft.2021.105225
– volume: 6
  start-page: 36021
  year: 2016
  ident: 36138_CR2
  publication-title: Sci. Rep.
  doi: 10.1038/srep36021
– volume: 33
  start-page: 44
  year: 2019
  ident: 36138_CR30
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2018.09.007
– volume: 18
  start-page: 113
  year: 2019
  ident: 36138_CR47
  publication-title: Acta Scientiarum Polonorum. Formatio Circumiectus
  doi: 10.15576/asp.Fc/2019.18.3.113
– ident: 36138_CR81
– volume: 41
  start-page: 49
  year: 2012
  ident: 36138_CR71
  publication-title: Adv. Water Resour.
  doi: 10.1016/j.advwatres.2012.02.012
– ident: 36138_CR60
– volume: 151
  start-page: 105367
  year: 2022
  ident: 36138_CR89
  publication-title: Environ. Model. Softw.
  doi: 10.1016/j.envsoft.2022.105367
– volume-title: Kurds in a new middle east
  year: 2019
  ident: 36138_CR46
  doi: 10.1007/978-3-030-00539-9
– ident: 36138_CR69
– volume: 8
  start-page: 275
  year: 2018
  ident: 36138_CR31
  publication-title: Geosciences
  doi: 10.3390/geosciences8080275
– volume: 13
  start-page: e12607
  year: 2020
  ident: 36138_CR28
  publication-title: J. Flood Risk Manag.
  doi: 10.1111/jfr3.12607
– ident: 36138_CR65
– volume: 101
  start-page: 995
  year: 2020
  ident: 36138_CR80
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-020-03906-z
– volume: 11
  start-page: 112
  year: 2020
  ident: 36138_CR23
  publication-title: Geomat. Nat. Haz. Risk
  doi: 10.1080/19475705.2019.1707718
– volume: 127
  start-page: 725
  year: 2017
  ident: 36138_CR50
  publication-title: Theoret. Appl. Climatol.
  doi: 10.1007/s00704-015-1664-y
– ident: 36138_CR16
– volume: 36
  start-page: 208
  year: 2016
  ident: 36138_CR49
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.4338
– volume: 58
  start-page: 567
  year: 2011
  ident: 36138_CR68
  publication-title: Coast. Eng.
  doi: 10.1016/j.coastaleng.2011.01.011
– ident: 36138_CR58
– volume: 17
  start-page: 379
  year: 2020
  ident: 36138_CR6
  publication-title: Urban Water J.
  doi: 10.1080/1573062X.2020.1777754
– volume: 24
  start-page: 119
  year: 2021
  ident: 36138_CR12
  publication-title: Egypt. J. Remote Sens. Space Sci.
  doi: 10.1016/j.ejrs.2020.03.002
– volume: 12
  start-page: 100075
  year: 2021
  ident: 36138_CR25
  publication-title: City Environ. Interact.
  doi: 10.1016/j.cacint.2021.100075
– volume: 150
  start-page: 105335
  year: 2022
  ident: 36138_CR35
  publication-title: Environ. Model. Softw.
  doi: 10.1016/j.envsoft.2022.105335
– ident: 36138_CR57
– volume: 12
  start-page: 2326
  year: 2020
  ident: 36138_CR42
  publication-title: Water
  doi: 10.3390/w12092326
– volume: 10
  start-page: 87
  year: 2021
  ident: 36138_CR41
  publication-title: Trop. Cyclone Res. Rev.
  doi: 10.1016/j.tcrr.2021.06.003
– volume: 14
  start-page: 419
  year: 2022
  ident: 36138_CR54
  publication-title: Water
  doi: 10.3390/w14030419
– ident: 36138_CR1
– volume: 9
  start-page: e11667
  year: 2021
  ident: 36138_CR43
  publication-title: PeerJ
  doi: 10.7717/peerj.11667
– volume: 49
  start-page: 14
  year: 2015
  ident: 36138_CR45
  publication-title: Cities
  doi: 10.1016/j.cities.2015.07.001
– volume: 109
  start-page: 272
  year: 2018
  ident: 36138_CR40
  publication-title: Environ. Model. Softw.
  doi: 10.1016/j.envsoft.2018.07.018
– volume: 34
  start-page: 251
  year: 2010
  ident: 36138_CR63
  publication-title: Comput. Environ. Urban Syst.
  doi: 10.1016/j.compenvurbsys.2009.11.002
– volume: 19
  start-page: 1105
  year: 2005
  ident: 36138_CR67
  publication-title: Hydrol. Process. Int. J.
  doi: 10.1002/hyp.5648
– ident: 36138_CR66
– volume: 3
  start-page: 1007
  year: 1967
  ident: 36138_CR74
  publication-title: Water Resour. Res.
  doi: 10.1029/WR003i004p01007
– volume: 158
  start-page: 103507
  year: 2019
  ident: 36138_CR15
  publication-title: Egypt. J. Afric. Earth Sci.
  doi: 10.1016/j.jafrearsci.2019.05.015
– volume: 70
  start-page: 43
  year: 2018
  ident: 36138_CR14
  publication-title: Comput. Environ. Urban Syst.
  doi: 10.1016/j.compenvurbsys.2018.01.013
– volume: 527
  start-page: 990
  year: 2015
  ident: 36138_CR53
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2015.05.059
– volume: 90
  start-page: 101704
  year: 2021
  ident: 36138_CR26
  publication-title: Comput. Environ. Urban Syst.
  doi: 10.1016/j.compenvurbsys.2021.101704
– volume: 68
  start-page: 1984
  year: 2013
  ident: 36138_CR20
  publication-title: Water Sci. Technol.
  doi: 10.2166/wst.2013.435
– volume: 84
  start-page: 101546
  year: 2020
  ident: 36138_CR48
  publication-title: Comput. Environ. Urban Syst.
  doi: 10.1016/j.compenvurbsys.2020.101546
– volume: 4
  start-page: 12
  year: 2017
  ident: 36138_CR62
  publication-title: Hydrology
  doi: 10.3390/hydrology4010012
– volume: 817
  start-page: 153012
  year: 2022
  ident: 36138_CR4
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2022.153012
– volume: 7
  start-page: 3017
  year: 2016
  ident: 36138_CR76
  publication-title: J. Mater. Environ. Sci
– volume: 28
  start-page: 750
  year: 2012
  ident: 36138_CR82
  publication-title: Procedia Eng.
  doi: 10.1016/j.proeng.2012.01.802
– volume-title: Transboundary floods: Reducing risks through flood management
  year: 2006
  ident: 36138_CR38
– volume: 17
  start-page: 761
  year: 2022
  ident: 36138_CR36
  publication-title: Int. J. Des. Nat. Ecodyn.
  doi: 10.18280/ijdne.170514
– volume: 19
  start-page: 3605
  year: 2015
  ident: 36138_CR78
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-19-3605-2015
– volume: 636
  start-page: 152
  year: 2018
  ident: 36138_CR29
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2018.04.282
– volume: 20
  start-page: 463
  year: 2010
  ident: 36138_CR55
  publication-title: Glob. Environ. Chang.
  doi: 10.1016/j.gloenvcha.2010.04.002
– volume: 19
  start-page: 1024
  year: 2019
  ident: 36138_CR9
  publication-title: Sensors
  doi: 10.3390/s19051024
– ident: 36138_CR87
– volume: 36
  start-page: 3578
  year: 2016
  ident: 36138_CR21
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.4577
– volume: 15
  start-page: 1102
  year: 2023
  ident: 36138_CR32
  publication-title: Remote Sens.
  doi: 10.3390/rs15041102
– ident: 36138_CR39
– volume: 34
  start-page: 102045
  year: 2022
  ident: 36138_CR37
  publication-title: J. King Saud. Univ. Sci.
  doi: 10.1016/j.jksus.2022.102045
– ident: 36138_CR18
– volume: 12
  start-page: e00834
  year: 2021
  ident: 36138_CR11
  publication-title: Sci. Afr.
  doi: 10.1016/j.sciaf.2021.e00834
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Snippet Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify flood-prone...
Abstract Floods threaten urban infrastructure, especially in residential neighborhoods and fast-growing regions. Flood hydrodynamic modeling helps identify...
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SubjectTerms 639/166/986
704/242
704/4111
704/844/4081
704/844/682
Case studies
Civil Engineering
Engineering and Technology
Flood control
Flood hazards
Floods
Geotechnical Engineering and Engineering Geology
Geoteknik och teknisk geologi
Humanities and Social Sciences
Land use
multidisciplinary
Neighborhoods
Samhällsbyggnadsteknik
Science
Science (multidisciplinary)
Teknik
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Title GIS-based hydrodynamic modeling for urban flood mitigation in fast-growing regions: a case study of Erbil, Kurdistan Region of Iraq
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