{"id":"https://openalex.org/W4389989090","doi":"https://doi.org/10.1109/ghtc56179.2023.10354822","title":"Leveraging Machine Learning to Understand Green Stormwater Infrastructure Performance Risks","display_name":"Leveraging Machine Learning to Understand Green Stormwater Infrastructure Performance Risks","publication_year":2023,"publication_date":"2023-10-12","ids":{"openalex":"https://openalex.org/W4389989090","doi":"https://doi.org/10.1109/ghtc56179.2023.10354822"},"language":"en","primary_location":{"id":"doi:10.1109/ghtc56179.2023.10354822","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ghtc56179.2023.10354822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101746837","display_name":"Sizhe Zhang","orcid":"https://orcid.org/0000-0003-4691-9779"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sizhe Zhang","raw_affiliation_strings":["Villanova University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069305716","display_name":"Achira Amur","orcid":"https://orcid.org/0000-0003-0777-8766"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Achira Amur","raw_affiliation_strings":["Villanova University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111096889","display_name":"Emma Olson","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emma Olson","raw_affiliation_strings":["Villanova University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072292153","display_name":"Peleg Kremer","orcid":"https://orcid.org/0000-0001-6844-5557"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peleg Kremer","raw_affiliation_strings":["Villanova University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016146461","display_name":"Xun Jiao","orcid":"https://orcid.org/0000-0003-4476-2501"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xun Jiao","raw_affiliation_strings":["Villanova University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007805060","display_name":"Virginia Smith","orcid":"https://orcid.org/0000-0002-5640-8692"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Virginia Smith","raw_affiliation_strings":["Villanova University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077913720","display_name":"Bridget Wadzuk","orcid":"https://orcid.org/0000-0002-7777-1263"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bridget Wadzuk","raw_affiliation_strings":["Villanova University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University","institution_ids":["https://openalex.org/I7863295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I7863295"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"302","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11119","display_name":"Urban Stormwater Management Solutions","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11220","display_name":"Water Systems and Optimization","score":0.9879999756813049,"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/green-infrastructure","display_name":"Green infrastructure","score":0.7965657114982605},{"id":"https://openalex.org/keywords/stormwater","display_name":"Stormwater","score":0.768987774848938},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.672049880027771},{"id":"https://openalex.org/keywords/stormwater-management","display_name":"Stormwater management","score":0.6175714135169983},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5734661221504211},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.2536686956882477},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.22910121083259583},{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.11369812488555908}],"concepts":[{"id":"https://openalex.org/C2780057273","wikidata":"https://www.wikidata.org/wiki/Q3427027","display_name":"Green infrastructure","level":2,"score":0.7965657114982605},{"id":"https://openalex.org/C173051318","wikidata":"https://www.wikidata.org/wiki/Q1421263","display_name":"Stormwater","level":3,"score":0.768987774848938},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.672049880027771},{"id":"https://openalex.org/C2992516717","wikidata":"https://www.wikidata.org/wiki/Q1421263","display_name":"Stormwater management","level":4,"score":0.6175714135169983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5734661221504211},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2536686956882477},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.22910121083259583},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.11369812488555908},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ghtc56179.2023.10354822","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ghtc56179.2023.10354822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W202448823","https://openalex.org/W2293871383","https://openalex.org/W2573867891","https://openalex.org/W3027515244","https://openalex.org/W3128713340","https://openalex.org/W3175407169","https://openalex.org/W4280557328","https://openalex.org/W6608224188","https://openalex.org/W6697261853"],"related_works":["https://openalex.org/W4313439352","https://openalex.org/W3006031576","https://openalex.org/W2993363356","https://openalex.org/W1960448440","https://openalex.org/W4250825729","https://openalex.org/W2320217987","https://openalex.org/W2315411627","https://openalex.org/W1745226692","https://openalex.org/W4389991751","https://openalex.org/W2373891171"],"abstract_inverted_index":{"This":[0],"investigation":[1],"examines":[2],"green":[3],"stormwater":[4],"infrastructure":[5],"(GSI)":[6],"performance":[7,25],"data":[8],"and":[9,26],"environmental":[10],"features":[11],"through":[12],"machine":[13],"learning":[14],"to":[15],"identify":[16],"drivers":[17],"in":[18],"the":[19,24],"built":[20],"environment":[21],"that":[22],"impact":[23],"sustainability":[27],"of":[28],"GSI.":[29]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
