Data-driven analysis and integrated modeling of climate change impacts on coastal groundwater and sanitary sewer infrastructure
•Sea-level rise (SLR) may impact inland sewer infrastructure kilometers away from the coastline.•More than 1/3 of the sanitary sewer length in Imperial Beach is subject to groundwater intrusion.•Defect flows may place $0.5−$2.7 M additional cost on the sanitary sewer system every year.•The elevated...
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| Published in | Sustainable cities and society Vol. 99; p. 104914 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
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Elsevier Ltd
01.12.2023
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| Abstract | •Sea-level rise (SLR) may impact inland sewer infrastructure kilometers away from the coastline.•More than 1/3 of the sanitary sewer length in Imperial Beach is subject to groundwater intrusion.•Defect flows may place $0.5−$2.7 M additional cost on the sanitary sewer system every year.•The elevated hydraulic loading can increase the potential of sanitary sewer overflows.
The variation of the coastal groundwater table and the vulnerability of sanitary sewer infrastructure under a changing climate is considered for Imperial Beach (CA, USA) by incorporating the compound impacts of Sea-Level Rise (SLR), groundwater shoaling, and precipitation intensification. For 2 m of SLR, marine inundation is expected to impact only 2% of the urbanized area; however, SLR-driven groundwater shoaling is projected to impact 36% of the subterranean sewer system. Due to GroundWater Infiltration (GWI) and Rainfall-Derived Inflow and Infiltration (RDII), the sanitary sewage flow increases by 21% and 49% during dry- (i.e., consecutive days without precipitation) and wet-weather conditions (i.e., 24-hour rainfall with a 25-year return period), respectively. At SLR = 2 m, defect flows (GWI + RDII) can be elevated by 84% and 120% in dry- and wet-weather conditions, respectively. Such elevated hydraulic loads may place $0.5−$2.7 M additional cost on the collection system and treatment facilities every year. Moreover, pressurized junctions due to the above-mentioned hydraulic loading are likely to expose the community and the environment to raw sewage pollution. By involving structural, hydrological, and hydraulic criteria, a holistic approach is presented and implemented for prioritizing sewer system rehabilitation. |
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| AbstractList | •Sea-level rise (SLR) may impact inland sewer infrastructure kilometers away from the coastline.•More than 1/3 of the sanitary sewer length in Imperial Beach is subject to groundwater intrusion.•Defect flows may place $0.5−$2.7 M additional cost on the sanitary sewer system every year.•The elevated hydraulic loading can increase the potential of sanitary sewer overflows.
The variation of the coastal groundwater table and the vulnerability of sanitary sewer infrastructure under a changing climate is considered for Imperial Beach (CA, USA) by incorporating the compound impacts of Sea-Level Rise (SLR), groundwater shoaling, and precipitation intensification. For 2 m of SLR, marine inundation is expected to impact only 2% of the urbanized area; however, SLR-driven groundwater shoaling is projected to impact 36% of the subterranean sewer system. Due to GroundWater Infiltration (GWI) and Rainfall-Derived Inflow and Infiltration (RDII), the sanitary sewage flow increases by 21% and 49% during dry- (i.e., consecutive days without precipitation) and wet-weather conditions (i.e., 24-hour rainfall with a 25-year return period), respectively. At SLR = 2 m, defect flows (GWI + RDII) can be elevated by 84% and 120% in dry- and wet-weather conditions, respectively. Such elevated hydraulic loads may place $0.5−$2.7 M additional cost on the collection system and treatment facilities every year. Moreover, pressurized junctions due to the above-mentioned hydraulic loading are likely to expose the community and the environment to raw sewage pollution. By involving structural, hydrological, and hydraulic criteria, a holistic approach is presented and implemented for prioritizing sewer system rehabilitation. |
| ArticleNumber | 104914 |
| Author | Merrifield, Mark Davani, Hassan Sangsefidi, Yousef Barnes, Austin |
| Author_xml | – sequence: 1 givenname: Yousef orcidid: 0000-0002-7957-3981 surname: Sangsefidi fullname: Sangsefidi, Yousef email: ysangsefidi@ucsd.edu organization: Department of Mechanical and Aerospace Engineering, University of California−San Diego (UCSD), CA, USA – sequence: 2 givenname: Austin orcidid: 0000-0002-9206-0187 surname: Barnes fullname: Barnes, Austin organization: Scripps Institution of Oceanography, University of California−San Diego (UCSD), CA, USA – sequence: 3 givenname: Mark orcidid: 0000-0002-5026-8393 surname: Merrifield fullname: Merrifield, Mark organization: Scripps Institution of Oceanography, University of California−San Diego (UCSD), CA, USA – sequence: 4 givenname: Hassan orcidid: 0000-0001-5428-4844 surname: Davani fullname: Davani, Hassan organization: Department of Civil, Construction, and Environmental Engineering, San Diego State University (SDSU), CA, USA |
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| Cites_doi | 10.1038/s41598-020-60762-4 10.1038/nclimate1725 10.1016/j.jhydrol.2016.09.020 10.1016/j.watres.2017.02.035 10.1002/2014GL062018 10.1080/00221680903568626 10.1061/(ASCE)HY.1943-7900.0001306 10.1111/1752-1688.12546 10.3390/w12071934 10.1016/j.jhydrol.2021.126130 10.1016/j.jhydrol.2014.08.027 10.1007/s11069-021-04790-x 10.1038/s41598-017-01362-7 10.1016/j.jhydrol.2021.126916 10.1016/j.ijmultiphaseflow.2022.104375 10.1029/2010WR009564 10.1063/5.0039787 10.1038/s41598-020-67736-6 10.1007/s12665-019-8261-9 10.1109/ACCESS.2022.3168660 10.1073/pnas.1517056113 10.1016/j.scs.2016.07.003 10.5942/jawwa.2016.108.0160 10.1002/lol2.10186 10.1038/s41558-020-0874-1 10.1016/j.jhydrol.2013.09.017 10.1016/j.uclim.2022.101164 10.1029/2021EF002139 10.1038/s41558-021-01077-8 10.3354/cr00953 10.1016/j.cacint.2021.100074 10.1016/j.autcon.2021.103912 10.1016/j.coastaleng.2016.01.014 10.1016/j.jhydrol.2022.128823 10.1038/nclimate1944 10.1016/j.watres.2020.115689 10.1016/j.scs.2022.103707 10.1007/s10584-015-1334-1 10.1126/sciadv.aaw5531 10.1002/2015WR017098 |
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| Keywords | Coastal groundwater Sanitary sewer infrastructure Inflow and infiltration Climate change adaptation Sea-level rise |
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| References | Gallien (bib0014) 2016; 111 Waterloo Hydrogeologic (2021). "Visual modflow flex 7.0 integrated conceptual & numerical groundwater modeling software." Waterloo, ON, Canada. Mehdizadeh, Werner, Vafaie, Badaruddin (bib0028) 2014; 519 Sweet, Hamlington, Kopp, Weaver, Barnard, Bekaert, Brooks, Craghan, Dusek, Frederikse, Garner, Genz, Krasting, Larour, Marcy, Marra, Obeysekera, Osler, Pendleton, Roman, Schmied, Veatch, White, Zuzak (bib0043) 2022 Bevacqua, Maraun, Vousdoukas, Voukouvalas, Vrac, Mentaschi, Widmann (bib0004) 2019; 5 Vitousek, Barnard, Fletcher, Frazer, Erikson, Storlazzi (bib0051) 2017; 7 City of San Diego (2015). “Sewer design guide”. Cooper, Zhang, Selch (bib0006) 2015; 129 Kirezci, Young, Ranasinghe, Muis, Nicholls, Lincke, Hinkel (bib0020) 2020; 10 Masson-Delmotte, Zhai, Pirani, Connors, Péan, Berger, Caud, Chen, Goldfarb, Gomis (bib0025) 2021 Stuart (bib0040) 2008 Rossman, L.A. (2015). “Storm water management model user's manual version 5.1”. Habel, Fletcher, Anderson, Thompson (bib0017) 2020; 10 Liu, Su, Prigiobbe (bib0023) 2018 Domínguez-Vázquez, Jacobs, Tartakovsky (bib57) 2021; 33 Frost (bib0012) 2006 Teimoori, O'Leary, Miller (bib0046) 2021; 13 Harbaugh (bib0019) 2005 Laster Grip, Haghighatafshar, Aspegren (bib0021) 2021; 12 Mayer (bib0026) 2016; 108 Watson, Werner, Simmons (bib0054) 2010; 46 Reitz, Sanford, Senay, Cazenas (bib0034) 2017; 53 Badaruddin, Werner, Morgan (bib0002) 2015; 51 United States Department of Agriculture (2019). "Web soil survey." Water Environment Federation (2010). Design of municipal wastewater treatment plants: Wef manual of practice no. 8, McGraw-Hill Education, New York. Swamee, Swamee (bib0042) 2010; 48 Davani (bib0007) 2023 Befus, Barnard, Hoover, Finzi Hart, Voss (bib0003) 2020; 10 Sangsefidi, Bagheri, Davani, Merrifield (bib0039) 2023; 616 Zhao, Yin, Xu, Peng, Yu (bib0055) 2020; 175 Domínguez-Vázquez, Klose, Jacobs (bib58) 2023; 161 Pacific Institute (2018). "Urban water use data." Tan, Cai, Li, Chen, Wang (bib0044) 2021; 131 Fischer, Sedláček, Hawkins, Knutti (bib0011) 2014; 41 Habel, Fletcher, Rotzoll, El-Kadi (bib0018) 2017; 114 The City of Imperial Beach (2021). “Sewer service charge and capacity fee study”. Rezaee, Tabesh (bib0035) 2022; 79 Guo, Zhu (bib0016) 2017; 143 Plane, Hill, May (bib0033) 2019 Merrifield, Johnson, Guza, Fiedler, Young, Henderson, Lange, O'Reilly, Ludka, Okihiro, Gallien, Pappas, Engeman, Behrens, Terrill (bib0029) 2021; 108 Engineering ToolBox (2004b). "Manning's roughness coefficients." Thompson, Widlansky, Hamlington, Merrifield, Marra, Mitchum, Sweet (bib0048) 2021; 11 Nguyen, Peche, Venohr (bib0030) 2021; 596 Fung, Babcock (bib0013) 2020; 12 Oh, Dang, Han, Moon (bib0031) 2022; 10 (October 1, 2022). Engineering ToolBox (2004a). "Fluid flow friction loss - Hazen-Williams coefficients." Lu, Chen, Zhang, Luo (bib0024) 2013; 505 Su, Belvedere, Tosco, Prigiobbe (bib0041) 2022; 43 Tavakol-Davani, Goharian, Hansen, Tavakol-Davani, Apul, Burian (bib0045) 2016; 27 Rotzoll, Fletcher (bib0038) 2013; 3 Liu, Ramirez-Marquez, Jagupilla, Prigiobbe (bib0022) 2021; 603 Trenberth (bib0049) 2011; 47 Gold, Brown, Thompson, Piehler (bib0015) 2022; 10 Rossi, Toran (bib0036) 2019; 78 McKenzie, Habel, Dulai (bib0027) 2021; 6 Kopp, Kemp, Bittermann, Horton, Donnelly, Gehrels, Hay, Mitrovica, Morrow, Rahmstorf (bib56) 2016; 113 Dirckx, Van Daele, Hellinck (bib0008) 2016; 542 Arkema, Guannel, Verutes, Wood, Guerry, Ruckelshaus, Kareiva, Lacayo, Silver (bib0001) 2013; 3 Bevacqua (10.1016/j.scs.2023.104914_bib0004) 2019; 5 Plane (10.1016/j.scs.2023.104914_bib0033) 2019 Mayer (10.1016/j.scs.2023.104914_bib0026) 2016; 108 Dirckx (10.1016/j.scs.2023.104914_bib0008) 2016; 542 Watson (10.1016/j.scs.2023.104914_bib0054) 2010; 46 Davani (10.1016/j.scs.2023.104914_bib0007) 2023 Badaruddin (10.1016/j.scs.2023.104914_bib0002) 2015; 51 10.1016/j.scs.2023.104914_bib0010 Teimoori (10.1016/j.scs.2023.104914_bib0046) 2021; 13 Habel (10.1016/j.scs.2023.104914_bib0018) 2017; 114 Masson-Delmotte (10.1016/j.scs.2023.104914_bib0025) 2021 Mehdizadeh (10.1016/j.scs.2023.104914_bib0028) 2014; 519 10.1016/j.scs.2023.104914_bib0053 10.1016/j.scs.2023.104914_bib0052 10.1016/j.scs.2023.104914_bib0050 Swamee (10.1016/j.scs.2023.104914_bib0042) 2010; 48 Gold (10.1016/j.scs.2023.104914_bib0015) 2022; 10 Lu (10.1016/j.scs.2023.104914_bib0024) 2013; 505 Cooper (10.1016/j.scs.2023.104914_bib0006) 2015; 129 Zhao (10.1016/j.scs.2023.104914_bib0055) 2020; 175 Kirezci (10.1016/j.scs.2023.104914_bib0020) 2020; 10 Laster Grip (10.1016/j.scs.2023.104914_bib0021) 2021; 12 Befus (10.1016/j.scs.2023.104914_bib0003) 2020; 10 Trenberth (10.1016/j.scs.2023.104914_bib0049) 2011; 47 Liu (10.1016/j.scs.2023.104914_bib0022) 2021; 603 Liu (10.1016/j.scs.2023.104914_bib0023) 2018 Rotzoll (10.1016/j.scs.2023.104914_bib0038) 2013; 3 Domínguez-Vázquez (10.1016/j.scs.2023.104914_bib57) 2021; 33 10.1016/j.scs.2023.104914_bib0005 Guo (10.1016/j.scs.2023.104914_bib0016) 2017; 143 Nguyen (10.1016/j.scs.2023.104914_bib0030) 2021; 596 Rezaee (10.1016/j.scs.2023.104914_bib0035) 2022; 79 Sangsefidi (10.1016/j.scs.2023.104914_bib0039) 2023; 616 10.1016/j.scs.2023.104914_bib0047 Reitz (10.1016/j.scs.2023.104914_bib0034) 2017; 53 10.1016/j.scs.2023.104914_bib0009 McKenzie (10.1016/j.scs.2023.104914_bib0027) 2021; 6 Tan (10.1016/j.scs.2023.104914_bib0044) 2021; 131 Domínguez-Vázquez (10.1016/j.scs.2023.104914_bib58) 2023; 161 10.1016/j.scs.2023.104914_bib0032 Merrifield (10.1016/j.scs.2023.104914_bib0029) 2021; 108 Su (10.1016/j.scs.2023.104914_bib0041) 2022; 43 Gallien (10.1016/j.scs.2023.104914_bib0014) 2016; 111 Habel (10.1016/j.scs.2023.104914_bib0017) 2020; 10 Frost (10.1016/j.scs.2023.104914_bib0012) 2006 Kopp (10.1016/j.scs.2023.104914_bib56) 2016; 113 Tavakol-Davani (10.1016/j.scs.2023.104914_bib0045) 2016; 27 Thompson (10.1016/j.scs.2023.104914_bib0048) 2021; 11 Arkema (10.1016/j.scs.2023.104914_bib0001) 2013; 3 Rossi (10.1016/j.scs.2023.104914_bib0036) 2019; 78 10.1016/j.scs.2023.104914_bib0037 Sweet (10.1016/j.scs.2023.104914_bib0043) 2022 Fischer (10.1016/j.scs.2023.104914_bib0011) 2014; 41 Fung (10.1016/j.scs.2023.104914_bib0013) 2020; 12 Harbaugh (10.1016/j.scs.2023.104914_bib0019) 2005 Stuart (10.1016/j.scs.2023.104914_bib0040) 2008 Vitousek (10.1016/j.scs.2023.104914_bib0051) 2017; 7 Oh (10.1016/j.scs.2023.104914_bib0031) 2022; 10 |
| References_xml | – reference: Water Environment Federation (2010). Design of municipal wastewater treatment plants: Wef manual of practice no. 8, McGraw-Hill Education, New York. – volume: 12 year: 2021 ident: bib0021 article-title: A methodology for the assessment of compound sea level and rainfall impact on urban drainage networks in a coastal city under climate change publication-title: City and Environment Interactions – volume: 143 year: 2017 ident: bib0016 article-title: Soil and groundwater erosion rates into a sewer pipe crack publication-title: Journal of Hydraulic Engineering – volume: 542 start-page: 474 year: 2016 end-page: 486 ident: bib0008 article-title: Groundwater Infiltration Potential (GWIP) as an aid to determining the cause of dilution of waste water publication-title: Journal of Hydrology – volume: 79 year: 2022 ident: bib0035 article-title: Effects of inflow, infiltration, and exfiltration on water footprint increase of a sewer system: A case study of Tehran publication-title: Sustainable Cities and Society – volume: 111 start-page: 95 year: 2016 end-page: 104 ident: bib0014 article-title: Validated coastal flood modeling at Imperial Beach, California: Comparing total water level, empirical and numerical overtopping methodologies publication-title: Coastal Engineering – volume: 47 start-page: 123 year: 2011 end-page: 138 ident: bib0049 article-title: Changes in precipitation with climate change publication-title: Climate Research – volume: 161 start-page: 104375 year: 2023 ident: bib58 article-title: Closed SPARSE—A predictive particle cloud tracer publication-title: International Journal of Multiphase Flow – reference: Engineering ToolBox (2004a). "Fluid flow friction loss - Hazen-Williams coefficients." < – volume: 108 start-page: 2591 year: 2021 end-page: 2612 ident: bib0029 article-title: An early warning system for wave-driven coastal flooding at Imperial Beach, CA publication-title: Natural Hazards – volume: 603 year: 2021 ident: bib0022 article-title: Combining a statistical model with machine learning to predict groundwater flooding (or infiltration) into sewer networks publication-title: Journal of Hydrology – volume: 596 year: 2021 ident: bib0030 article-title: Modelling of sewer exfiltration to groundwater in urban wastewater systems: a critical review publication-title: Journal of Hydrology – volume: 3 start-page: 477 year: 2013 end-page: 481 ident: bib0038 article-title: Assessment of groundwater inundation as a consequence of sea-level rise publication-title: Nature Climate Change – volume: 10 start-page: 46224 year: 2022 end-page: 46237 ident: bib0031 article-title: Robust sewer defect detection with text analysis based on deep learning publication-title: IEEE access : practical innovations, open solutions – volume: 131 year: 2021 ident: bib0044 article-title: Automatic detection of sewer defects based on improved you only look once algorithm publication-title: Automation in Construction – year: 2022 ident: bib0043 article-title: Global and Regional Sea Level Rise Scenarios for the United States – volume: 53 start-page: 961 year: 2017 end-page: 983 ident: bib0034 article-title: Annual estimates of recharge, quick-flow runoff, and evapotranspiration for the contiguous US using empirical regression equations publication-title: JAWRA Journal of the American Water Resources Association – reference: The City of Imperial Beach (2021). “Sewer service charge and capacity fee study”. – volume: 78 start-page: 258 year: 2019 ident: bib0036 article-title: Exploring the potential for groundwater inundation in coastal US cities due to interactions between sewer infrastructure and global change publication-title: Environmental Earth Sciences – volume: 11 start-page: 584 year: 2021 end-page: 590 ident: bib0048 article-title: Rapid increases and extreme months in projections of United States high-tide flooding publication-title: Nature Climate Change – volume: 175 year: 2020 ident: bib0055 article-title: Pin-pointing groundwater infiltration into urban sewers using chemical tracer in conjunction with physically based optimization model publication-title: Water Research – volume: 129 start-page: 281 year: 2015 end-page: 294 ident: bib0006 article-title: Incorporating uncertainty of groundwater modeling in sea-level rise assessment: A case study in South Florida publication-title: Climatic Change – reference: >. (October 1, 2022). – volume: 13 start-page: 1515 year: 2021 ident: bib0046 publication-title: Modeling shallow urban groundwater at regional and local scales: A case study in detroit, mi – volume: 7 start-page: 1399 year: 2017 ident: bib0051 article-title: Doubling of coastal flooding frequency within decades due to sea-level rise publication-title: Scientific Reports – volume: 12 year: 2020 ident: bib0013 article-title: A flow-calibrated method to project groundwater infiltration into coastal sewers affected by sea level rise publication-title: Water – year: 2019 ident: bib0033 article-title: A rapid assessment method to identify potential groundwater flooding hotspots as sea levels rise in coastal cities – reference: City of San Diego (2015). “Sewer design guide”. – reference: Engineering ToolBox (2004b). "Manning's roughness coefficients." < – volume: 616 year: 2023 ident: bib0039 article-title: Data analysis and integrated modeling of compound flooding impacts on coastal drainage infrastructure under a changing climate publication-title: Journal of Hydrology – reference: Pacific Institute (2018). "Urban water use data." < – volume: 10 start-page: 946 year: 2020 end-page: 952 ident: bib0003 article-title: Increasing threat of coastal groundwater hazards from sea-level rise in California publication-title: Nature Climate Change – start-page: 517 year: 2006 end-page: 546 ident: bib0012 article-title: Minor loss coefficients for storm drain modeling with SWMM publication-title: Journal of Water Management Modeling – volume: 27 start-page: 430 year: 2016 end-page: 438 ident: bib0045 article-title: How does climate change affect combined sewer overflow in a system benefiting from rainwater harvesting systems? publication-title: Sustainable Cities and Society – volume: 33 year: 2021 ident: bib57 article-title: Lagrangian models of particle-laden flows with stochastic forcing: Monte Carlo, moment equations, and method of distributions analyses publication-title: Physics of Fluids – reference: United States Department of Agriculture (2019). "Web soil survey." < – year: 2008 ident: bib0040 article-title: Groundwater and surface water interactions at the Tijuana Estuary, San Diego, California – volume: 41 start-page: 8554 year: 2014 end-page: 8562 ident: bib0011 article-title: Models agree on forced response pattern of precipitation and temperature extremes publication-title: Geophysical Research Letters – year: 2018 ident: bib0023 article-title: Groundwater-Sewer interaction in urban coastal areas – volume: 505 start-page: 24 year: 2013 end-page: 34 ident: bib0024 article-title: Steady-state freshwater–seawater mixing zone in stratified coastal aquifers publication-title: Journal of Hydrology – volume: 108 start-page: 31 year: 2016 end-page: 40 ident: bib0026 article-title: Water research foundation study documents water conservation potential and more efficiency in households publication-title: Journal AWWA – volume: 6 start-page: 154 year: 2021 end-page: 163 ident: bib0027 article-title: Sea-level rise drives wastewater leakage to coastal waters and storm drains publication-title: Limnology and Oceanography Letters – volume: 10 start-page: 11629 year: 2020 ident: bib0020 article-title: Projections of global-scale extreme sea levels and resulting episodic coastal flooding over the 21st Century publication-title: Scientific Reports – start-page: 2 year: 2021 ident: bib0025 article-title: Climate change 2021: The physical science basis publication-title: Proceedings of the Contribution of working group I to the sixth assessment report of the intergovernmental panel on climate change – reference: Rossman, L.A. (2015). “Storm water management model user's manual version 5.1”. – volume: 46 year: 2010 ident: bib0054 article-title: Transience of seawater intrusion in response to sea level rise publication-title: Water Resources Research – volume: 3 start-page: 913 year: 2013 end-page: 918 ident: bib0001 article-title: Coastal habitats shield people and property from sea-level rise and storms publication-title: Nature Climate Change – volume: 10 year: 2020 ident: bib0017 article-title: Sea-level rise induced multi-mechanism flooding and contribution to urban infrastructure failure publication-title: Scientific reports – volume: 43 year: 2022 ident: bib0041 article-title: "Studying the effect of sea level rise on nuisance flooding due to groundwater in a coastal urban area with aging infrastructure publication-title: Urban Climate – year: 2023 ident: bib0007 article-title: Environmental sustainability of combined versus separate sewer systems along the U.S. West Coast publication-title: National Science Foundation – reference: Waterloo Hydrogeologic (2021). "Visual modflow flex 7.0 integrated conceptual & numerical groundwater modeling software." Waterloo, ON, Canada. – volume: 51 start-page: 8397 year: 2015 end-page: 8408 ident: bib0002 article-title: Water table salinization due to seawater intrusion publication-title: Water Resources Research – year: 2005 ident: bib0019 article-title: MODFLOW-2005 : The U.S. geological survey modular ground-water model−the ground-water flow process – volume: 10 year: 2022 ident: bib0015 article-title: Inundation of stormwater infrastructure is common and increases risk of flooding in coastal urban areas along the US Atlantic Coast publication-title: Earth's Future – volume: 5 start-page: eaaw5531 year: 2019 ident: bib0004 article-title: Higher probability of compound flooding from precipitation and storm surge in Europe under anthropogenic climate change publication-title: Science Advances – volume: 48 start-page: 106 year: 2010 end-page: 107 ident: bib0042 article-title: Discharge equation of a circular sharp-crested orifice publication-title: Journal of Hydraulic Research – volume: 114 start-page: 122 year: 2017 end-page: 134 ident: bib0018 article-title: Development of a model to simulate groundwater inundation induced by sea-level rise and high tides in Honolulu, Hawaii publication-title: Water Research – volume: 519 start-page: 1097 year: 2014 end-page: 1107 ident: bib0028 article-title: Vertical leakage in sharp-interface seawater intrusion models of layered coastal aquifers publication-title: Journal of Hydrology – volume: 113 start-page: E1434 year: 2016 end-page: E1441 ident: bib56 article-title: Temperature-driven global sea-level variability in the Common Era publication-title: Proceedings of the National Academy of Sciences – volume: 10 issue: 1 year: 2020 ident: 10.1016/j.scs.2023.104914_bib0017 article-title: Sea-level rise induced multi-mechanism flooding and contribution to urban infrastructure failure publication-title: Scientific reports doi: 10.1038/s41598-020-60762-4 – volume: 3 start-page: 477 issue: 5 year: 2013 ident: 10.1016/j.scs.2023.104914_bib0038 article-title: Assessment of groundwater inundation as a consequence of sea-level rise publication-title: Nature Climate Change doi: 10.1038/nclimate1725 – volume: 542 start-page: 474 year: 2016 ident: 10.1016/j.scs.2023.104914_bib0008 article-title: Groundwater Infiltration Potential (GWIP) as an aid to determining the cause of dilution of waste water publication-title: Journal of Hydrology doi: 10.1016/j.jhydrol.2016.09.020 – volume: 114 start-page: 122 year: 2017 ident: 10.1016/j.scs.2023.104914_bib0018 article-title: Development of a model to simulate groundwater inundation induced by sea-level rise and high tides in Honolulu, Hawaii publication-title: Water Research doi: 10.1016/j.watres.2017.02.035 – volume: 41 start-page: 8554 issue: 23 year: 2014 ident: 10.1016/j.scs.2023.104914_bib0011 article-title: Models agree on forced response pattern of precipitation and temperature extremes publication-title: Geophysical Research Letters doi: 10.1002/2014GL062018 – volume: 48 start-page: 106 issue: 1 year: 2010 ident: 10.1016/j.scs.2023.104914_bib0042 article-title: Discharge equation of a circular sharp-crested orifice publication-title: Journal of Hydraulic Research doi: 10.1080/00221680903568626 – year: 2018 ident: 10.1016/j.scs.2023.104914_bib0023 – volume: 143 issue: 7 year: 2017 ident: 10.1016/j.scs.2023.104914_bib0016 article-title: Soil and groundwater erosion rates into a sewer pipe crack publication-title: Journal of Hydraulic Engineering doi: 10.1061/(ASCE)HY.1943-7900.0001306 – volume: 53 start-page: 961 issue: 4 year: 2017 ident: 10.1016/j.scs.2023.104914_bib0034 article-title: Annual estimates of recharge, quick-flow runoff, and evapotranspiration for the contiguous US using empirical regression equations publication-title: JAWRA Journal of the American Water Resources Association doi: 10.1111/1752-1688.12546 – volume: 13 start-page: 1515 year: 2021 ident: 10.1016/j.scs.2023.104914_bib0046 – volume: 12 issue: 7 year: 2020 ident: 10.1016/j.scs.2023.104914_bib0013 article-title: A flow-calibrated method to project groundwater infiltration into coastal sewers affected by sea level rise publication-title: Water doi: 10.3390/w12071934 – volume: 596 year: 2021 ident: 10.1016/j.scs.2023.104914_bib0030 article-title: Modelling of sewer exfiltration to groundwater in urban wastewater systems: a critical review publication-title: Journal of Hydrology doi: 10.1016/j.jhydrol.2021.126130 – ident: 10.1016/j.scs.2023.104914_bib0053 – volume: 519 start-page: 1097 year: 2014 ident: 10.1016/j.scs.2023.104914_bib0028 article-title: Vertical leakage in sharp-interface seawater intrusion models of layered coastal aquifers publication-title: Journal of Hydrology doi: 10.1016/j.jhydrol.2014.08.027 – volume: 108 start-page: 2591 issue: 3 year: 2021 ident: 10.1016/j.scs.2023.104914_bib0029 article-title: An early warning system for wave-driven coastal flooding at Imperial Beach, CA publication-title: Natural Hazards doi: 10.1007/s11069-021-04790-x – volume: 7 start-page: 1399 issue: 1 year: 2017 ident: 10.1016/j.scs.2023.104914_bib0051 article-title: Doubling of coastal flooding frequency within decades due to sea-level rise publication-title: Scientific Reports doi: 10.1038/s41598-017-01362-7 – volume: 603 year: 2021 ident: 10.1016/j.scs.2023.104914_bib0022 article-title: Combining a statistical model with machine learning to predict groundwater flooding (or infiltration) into sewer networks publication-title: Journal of Hydrology doi: 10.1016/j.jhydrol.2021.126916 – volume: 161 start-page: 104375 year: 2023 ident: 10.1016/j.scs.2023.104914_bib58 article-title: Closed SPARSE—A predictive particle cloud tracer publication-title: International Journal of Multiphase Flow doi: 10.1016/j.ijmultiphaseflow.2022.104375 – volume: 46 issue: 12 year: 2010 ident: 10.1016/j.scs.2023.104914_bib0054 article-title: Transience of seawater intrusion in response to sea level rise publication-title: Water Resources Research doi: 10.1029/2010WR009564 – ident: 10.1016/j.scs.2023.104914_bib0010 – volume: 33 year: 2021 ident: 10.1016/j.scs.2023.104914_bib57 article-title: Lagrangian models of particle-laden flows with stochastic forcing: Monte Carlo, moment equations, and method of distributions analyses publication-title: Physics of Fluids doi: 10.1063/5.0039787 – volume: 10 start-page: 11629 issue: 1 year: 2020 ident: 10.1016/j.scs.2023.104914_bib0020 article-title: Projections of global-scale extreme sea levels and resulting episodic coastal flooding over the 21st Century publication-title: Scientific Reports doi: 10.1038/s41598-020-67736-6 – volume: 78 start-page: 258 issue: 8 year: 2019 ident: 10.1016/j.scs.2023.104914_bib0036 article-title: Exploring the potential for groundwater inundation in coastal US cities due to interactions between sewer infrastructure and global change publication-title: Environmental Earth Sciences doi: 10.1007/s12665-019-8261-9 – year: 2022 ident: 10.1016/j.scs.2023.104914_bib0043 – ident: 10.1016/j.scs.2023.104914_bib0052 – volume: 10 start-page: 46224 year: 2022 ident: 10.1016/j.scs.2023.104914_bib0031 article-title: Robust sewer defect detection with text analysis based on deep learning publication-title: IEEE access : practical innovations, open solutions doi: 10.1109/ACCESS.2022.3168660 – volume: 113 start-page: E1434 issue: 11 year: 2016 ident: 10.1016/j.scs.2023.104914_bib56 article-title: Temperature-driven global sea-level variability in the Common Era publication-title: Proceedings of the National Academy of Sciences doi: 10.1073/pnas.1517056113 – volume: 27 start-page: 430 year: 2016 ident: 10.1016/j.scs.2023.104914_bib0045 article-title: How does climate change affect combined sewer overflow in a system benefiting from rainwater harvesting systems? publication-title: Sustainable Cities and Society doi: 10.1016/j.scs.2016.07.003 – year: 2023 ident: 10.1016/j.scs.2023.104914_bib0007 article-title: Environmental sustainability of combined versus separate sewer systems along the U.S. West Coast publication-title: National Science Foundation – volume: 108 start-page: 31 issue: 10 year: 2016 ident: 10.1016/j.scs.2023.104914_bib0026 article-title: Water research foundation study documents water conservation potential and more efficiency in households publication-title: Journal AWWA doi: 10.5942/jawwa.2016.108.0160 – volume: 6 start-page: 154 issue: 3 year: 2021 ident: 10.1016/j.scs.2023.104914_bib0027 article-title: Sea-level rise drives wastewater leakage to coastal waters and storm drains publication-title: Limnology and Oceanography Letters doi: 10.1002/lol2.10186 – volume: 10 start-page: 946 issue: 10 year: 2020 ident: 10.1016/j.scs.2023.104914_bib0003 article-title: Increasing threat of coastal groundwater hazards from sea-level rise in California publication-title: Nature Climate Change doi: 10.1038/s41558-020-0874-1 – ident: 10.1016/j.scs.2023.104914_bib0032 – volume: 505 start-page: 24 year: 2013 ident: 10.1016/j.scs.2023.104914_bib0024 article-title: Steady-state freshwater–seawater mixing zone in stratified coastal aquifers publication-title: Journal of Hydrology doi: 10.1016/j.jhydrol.2013.09.017 – volume: 43 year: 2022 ident: 10.1016/j.scs.2023.104914_bib0041 article-title: "Studying the effect of sea level rise on nuisance flooding due to groundwater in a coastal urban area with aging infrastructure publication-title: Urban Climate doi: 10.1016/j.uclim.2022.101164 – volume: 10 issue: 3 year: 2022 ident: 10.1016/j.scs.2023.104914_bib0015 article-title: Inundation of stormwater infrastructure is common and increases risk of flooding in coastal urban areas along the US Atlantic Coast publication-title: Earth's Future doi: 10.1029/2021EF002139 – year: 2005 ident: 10.1016/j.scs.2023.104914_bib0019 – volume: 11 start-page: 584 issue: 7 year: 2021 ident: 10.1016/j.scs.2023.104914_bib0048 article-title: Rapid increases and extreme months in projections of United States high-tide flooding publication-title: Nature Climate Change doi: 10.1038/s41558-021-01077-8 – volume: 47 start-page: 123 year: 2011 ident: 10.1016/j.scs.2023.104914_bib0049 article-title: Changes in precipitation with climate change publication-title: Climate Research doi: 10.3354/cr00953 – volume: 12 year: 2021 ident: 10.1016/j.scs.2023.104914_bib0021 article-title: A methodology for the assessment of compound sea level and rainfall impact on urban drainage networks in a coastal city under climate change publication-title: City and Environment Interactions doi: 10.1016/j.cacint.2021.100074 – volume: 131 year: 2021 ident: 10.1016/j.scs.2023.104914_bib0044 article-title: Automatic detection of sewer defects based on improved you only look once algorithm publication-title: Automation in Construction doi: 10.1016/j.autcon.2021.103912 – volume: 111 start-page: 95 year: 2016 ident: 10.1016/j.scs.2023.104914_bib0014 article-title: Validated coastal flood modeling at Imperial Beach, California: Comparing total water level, empirical and numerical overtopping methodologies publication-title: Coastal Engineering doi: 10.1016/j.coastaleng.2016.01.014 – volume: 616 year: 2023 ident: 10.1016/j.scs.2023.104914_bib0039 article-title: Data analysis and integrated modeling of compound flooding impacts on coastal drainage infrastructure under a changing climate publication-title: Journal of Hydrology doi: 10.1016/j.jhydrol.2022.128823 – volume: 3 start-page: 913 issue: 10 year: 2013 ident: 10.1016/j.scs.2023.104914_bib0001 article-title: Coastal habitats shield people and property from sea-level rise and storms publication-title: Nature Climate Change doi: 10.1038/nclimate1944 – volume: 175 year: 2020 ident: 10.1016/j.scs.2023.104914_bib0055 article-title: Pin-pointing groundwater infiltration into urban sewers using chemical tracer in conjunction with physically based optimization model publication-title: Water Research doi: 10.1016/j.watres.2020.115689 – start-page: 2 year: 2021 ident: 10.1016/j.scs.2023.104914_bib0025 article-title: Climate change 2021: The physical science basis – start-page: 517 year: 2006 ident: 10.1016/j.scs.2023.104914_bib0012 article-title: Minor loss coefficients for storm drain modeling with SWMM publication-title: Journal of Water Management Modeling – volume: 79 year: 2022 ident: 10.1016/j.scs.2023.104914_bib0035 article-title: Effects of inflow, infiltration, and exfiltration on water footprint increase of a sewer system: A case study of Tehran publication-title: Sustainable Cities and Society doi: 10.1016/j.scs.2022.103707 – volume: 129 start-page: 281 issue: 1 year: 2015 ident: 10.1016/j.scs.2023.104914_bib0006 article-title: Incorporating uncertainty of groundwater modeling in sea-level rise assessment: A case study in South Florida publication-title: Climatic Change doi: 10.1007/s10584-015-1334-1 – ident: 10.1016/j.scs.2023.104914_bib0037 – year: 2019 ident: 10.1016/j.scs.2023.104914_bib0033 – volume: 5 start-page: eaaw5531 issue: 9 year: 2019 ident: 10.1016/j.scs.2023.104914_bib0004 article-title: Higher probability of compound flooding from precipitation and storm surge in Europe under anthropogenic climate change publication-title: Science Advances doi: 10.1126/sciadv.aaw5531 – ident: 10.1016/j.scs.2023.104914_bib0005 – ident: 10.1016/j.scs.2023.104914_bib0050 – volume: 51 start-page: 8397 issue: 10 year: 2015 ident: 10.1016/j.scs.2023.104914_bib0002 article-title: Water table salinization due to seawater intrusion publication-title: Water Resources Research doi: 10.1002/2015WR017098 – ident: 10.1016/j.scs.2023.104914_bib0009 – year: 2008 ident: 10.1016/j.scs.2023.104914_bib0040 – ident: 10.1016/j.scs.2023.104914_bib0047 |
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