{"id":"https://openalex.org/W4281858970","doi":"https://doi.org/10.1061/(asce)wr.1943-5452.0001576","title":"An Agent-Based Model for Contamination Response in Water Distribution Systems during the COVID-19 Pandemic","display_name":"An Agent-Based Model for Contamination Response in Water Distribution Systems during the COVID-19 Pandemic","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4281858970","doi":"https://doi.org/10.1061/(asce)wr.1943-5452.0001576"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)wr.1943-5452.0001576","doi":"https://doi.org/10.1061/(asce)wr.1943-5452.0001576","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)wr.1943-5452.0001576","pdf_url":null,"source":{"id":"https://openalex.org/S127754761","display_name":"Journal of Water Resources Planning and Management","issn_l":"0733-9496","issn":["0733-9496","1943-5452"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Water Resources Planning and Management","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048320201","display_name":"Leonid Kadinski","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Leonid Kadinski","raw_affiliation_strings":["Ph.D. Student, Faculty of Civil and Environmental Engineering, Technion\u2014Israel Institute of Technology, Haifa 32000, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ph.D. Student, Faculty of Civil and Environmental Engineering, Technion\u2014Israel Institute of Technology, Haifa 32000, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081770291","display_name":"Emily Zechman Berglund","orcid":"https://orcid.org/0000-0001-9005-9468","observed_orcids":["https://orcid.org/0000-0001-9005-9468"]},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emily Berglund","raw_affiliation_strings":["Professor, Dept. of Civil, Construction, and Environmental Engineering, North Carolina State Univ., 2501 Stinson Dr., 208 Mann Hall, Campus Box 7908, Raleigh, NC 27695. ORCID: ","Professor, Dept. of Civil, Construction, and Environmental Engineering, North Carolina State Univ., 2501 Stinson Dr., 208 Mann Hall, Campus Box 7908, Raleigh, NC 27695. ORCID: https://orcid.org/0000-0001-9005-9468"],"raw_orcid":"https://orcid.org/0000-0001-9005-9468","affiliations":[{"raw_affiliation_string":"Professor, Dept. of Civil, Construction, and Environmental Engineering, North Carolina State Univ., 2501 Stinson Dr., 208 Mann Hall, Campus Box 7908, Raleigh, NC 27695. ORCID: ","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"Professor, Dept. of Civil, Construction, and Environmental Engineering, North Carolina State Univ., 2501 Stinson Dr., 208 Mann Hall, Campus Box 7908, Raleigh, NC 27695. ORCID: https://orcid.org/0000-0001-9005-9468","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091007059","display_name":"Avi Ostfeld","orcid":"https://orcid.org/0000-0001-9112-6079","observed_orcids":["https://orcid.org/0000-0001-9112-6079"]},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Avi Ostfeld","raw_affiliation_strings":["Professor, Faculty of Civil and Environmental Engineering, Technion\u2014Israel Institute of Technology, Haifa 32000, Israel (corresponding author). ORCID: "],"raw_orcid":"https://orcid.org/0000-0001-9112-6079","affiliations":[{"raw_affiliation_string":"Professor, Faculty of Civil and Environmental Engineering, Technion\u2014Israel Institute of Technology, Haifa 32000, Israel (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091007059"],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":null,"apc_paid":null,"fwci":2.0174,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.84977457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"148","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/water-distribution-networks","display_name":"water distribution systems","score":0.9330000281333923},{"id":"https://openalex.org/keywords/water-pollution","display_name":"water pollution","score":0.6029999852180481},{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.871999979019165},{"id":"https://openalex.org/keywords/agent-based-modeling","display_name":"agent-based modeling","score":0.6880000233650208},{"id":"https://openalex.org/keywords/graph-theory","display_name":"graph theory","score":0.5759999752044678},{"id":"https://openalex.org/keywords/social-dynamics","display_name":"social dynamics","score":0.6880000233650208},{"id":"https://openalex.org/keywords/sociotechnical-systems","display_name":"socio-technical systems","score":0.5910000205039978},{"id":"https://openalex.org/keywords/emergency-response","display_name":"emergency response","score":0.5450000166893005}],"concepts":[{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.6111626029014587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4942748546600342},{"id":"https://openalex.org/C112570922","wikidata":"https://www.wikidata.org/wiki/Q60528603","display_name":"Contamination","level":2,"score":0.4900420904159546},{"id":"https://openalex.org/C138944611","wikidata":"https://www.wikidata.org/wiki/Q1163287","display_name":"Clearance","level":2,"score":0.47607818245887756},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4607715308666229},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.42510128021240234},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3858611285686493},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.3816738724708557},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33999860286712646},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.3287827968597412},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.3216753602027893},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.11555403470993042},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10669970512390137},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10514098405838013},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C126894567","wikidata":"https://www.wikidata.org/wiki/Q105650","display_name":"Urology","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)wr.1943-5452.0001576","doi":"https://doi.org/10.1061/(asce)wr.1943-5452.0001576","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)wr.1943-5452.0001576","pdf_url":null,"source":{"id":"https://openalex.org/S127754761","display_name":"Journal of Water Resources Planning and Management","issn_l":"0733-9496","issn":["0733-9496","1943-5452"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Water Resources Planning and Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.965499997138977,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1499253350","https://openalex.org/W1501356985","https://openalex.org/W1509165159","https://openalex.org/W1513347816","https://openalex.org/W1547251944","https://openalex.org/W1603243734","https://openalex.org/W1976718461","https://openalex.org/W1995834875","https://openalex.org/W2004337906","https://openalex.org/W2039742252","https://openalex.org/W2045699532","https://openalex.org/W2067468328","https://openalex.org/W2068628701","https://openalex.org/W2112090702","https://openalex.org/W2114559811","https://openalex.org/W2118382442","https://openalex.org/W2135964850","https://openalex.org/W2140862057","https://openalex.org/W2142942506","https://openalex.org/W2143841384","https://openalex.org/W2145408484","https://openalex.org/W2150704630","https://openalex.org/W2156593712","https://openalex.org/W2156651374","https://openalex.org/W2160572806","https://openalex.org/W2163055135","https://openalex.org/W2232443356","https://openalex.org/W2285597701","https://openalex.org/W2316489331","https://openalex.org/W2520484934","https://openalex.org/W2524162520","https://openalex.org/W2530494814","https://openalex.org/W2534652523","https://openalex.org/W2581341687","https://openalex.org/W2790570384","https://openalex.org/W2792796684","https://openalex.org/W2907281815","https://openalex.org/W2917103580","https://openalex.org/W2945659873","https://openalex.org/W2971372918","https://openalex.org/W3020879404","https://openalex.org/W3025504749","https://openalex.org/W3025504918","https://openalex.org/W3043936897","https://openalex.org/W3046275925","https://openalex.org/W3047671454","https://openalex.org/W3116293691","https://openalex.org/W3123451862","https://openalex.org/W3130751412","https://openalex.org/W3133886715","https://openalex.org/W3214180331","https://openalex.org/W6912755356"],"related_works":["https://openalex.org/W4281779361","https://openalex.org/W3166908931","https://openalex.org/W3207932469","https://openalex.org/W4220888801","https://openalex.org/W2153190853","https://openalex.org/W2028616284","https://openalex.org/W2319095844","https://openalex.org/W1547251944","https://openalex.org/W2068628701","https://openalex.org/W2319555497"],"abstract_inverted_index":{"Contamination":[0],"events":[1],"in":[2,111,136,191],"water":[3,57,78,123,144,172],"distribution":[4],"systems":[5],"(WDS)":[6],"are":[7,114],"emergencies":[8],"that":[9,113],"cause":[10],"public":[11],"health":[12],"crises":[13],"and":[14,75,80,91,107,139,156,165,176],"require":[15],"fast":[16],"response":[17],"by":[18],"the":[19,30,43,48,54,109,153,185,192],"responsible":[20],"utility":[21,82],"manager.":[22],"Various":[23],"models":[24],"have":[25,59],"been":[26],"developed":[27,70],"to":[28,71,84,102,133,170,183],"explore":[29,72],"reactions":[31,76,164],"of":[32,51,77,116,127,163,168,187],"relevant":[33],"stakeholders":[34],"during":[35,174],"a":[36,81,85,171,188],"contamination":[37,86],"event,":[38,87],"including":[39],"agent-based":[40,66],"modeling.":[41],"As":[42],"COVID-19":[44],"pandemic":[45,92,177],"has":[46],"changed":[47,60],"daily":[49],"habits":[50],"communities":[52],"around":[53],"globe,":[55],"consumer":[56,134,140],"demands":[58,145],"dramatically.":[61],"In":[62],"this":[63],"study,":[64],"an":[65],"modeling":[67],"framework":[68,149],"is":[69,131,150],"social":[73],"dynamics":[74],"consumers":[79,169],"manager":[83,96],"while":[88,179],"considering":[89],"regular":[90],"demand":[93,166],"scenarios.":[94],"Utility":[95],"agents":[97,135,141],"use":[98],"graph":[99],"theory":[100],"algorithms":[101],"place":[103],"mobile":[104],"sensor":[105],"equipment":[106],"divide":[108],"network":[110,129],"sections":[112],"endangered":[115],"being":[117],"contaminated":[118],"or":[119],"cleared":[120],"again":[121],"for":[122],"consumption.":[124],"The":[125,159],"status":[126],"respective":[128],"nodes":[130],"communicated":[132],"real":[137],"time,":[138],"adjust":[142],"their":[143],"accordingly.":[146],"This":[147],"sociotechnological":[148],"presented":[151],"using":[152],"overview,":[154],"design,":[155],"details":[157],"protocol.":[158],"results":[160],"comprise":[161],"comparisons":[162],"adjustments":[167],"event":[173],"normal":[175],"times,":[178],"exploring":[180],"new":[181],"methods":[182],"predict":[184],"fate":[186],"contaminant":[189],"plume":[190],"WDS.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2022-06-13T00:00:00"}
