{"id":"https://openalex.org/W2069730635","doi":"https://doi.org/10.1080/15275920127949","title":"State of the Art Report on Mathematical Methods for Groundwater Pollution Source Identification","display_name":"State of the Art Report on Mathematical Methods for Groundwater Pollution Source Identification","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W2069730635","doi":"https://doi.org/10.1080/15275920127949","mag":"2069730635"},"language":"en","primary_location":{"id":"doi:10.1080/15275920127949","doi":"https://doi.org/10.1080/15275920127949","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15275920127949","pdf_url":null,"source":{"id":"https://openalex.org/S205647254","display_name":"Environmental Forensics","issn_l":"1527-5922","issn":["1527-5922","1527-5930"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Forensics","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/A5090840996","display_name":"Juliana Atmadja","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juliana Atmadja","raw_affiliation_strings":["Departments of Civil Engineering & Engineering Mechanics and Earth & Environmental Engineering, Columbia University, 500 W. 120th Street, New York, NY 10027, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Civil Engineering & Engineering Mechanics and Earth & Environmental Engineering, Columbia University, 500 W. 120th Street, New York, NY 10027, U.S.A","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038546028","display_name":"Amvrossios C. Bagtzoglou","orcid":"https://orcid.org/0000-0002-4707-4336","observed_orcids":["https://orcid.org/0000-0002-4707-4336"]},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amvrossios Bagtzoglou","raw_affiliation_strings":["Departments of Civil Engineering & Engineering Mechanics and Earth & Environmental Engineering, Columbia University, 500 W. 120th Street, New York, NY 10027, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Civil Engineering & Engineering Mechanics and Earth & Environmental Engineering, Columbia University, 500 W. 120th Street, New York, NY 10027, U.S.A","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":null,"apc_paid":null,"fwci":5.5563,"has_fulltext":false,"cited_by_count":261,"citation_normalized_percentile":{"value":0.9489556,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"2","issue":"3","first_page":"205","last_page":"214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10894","display_name":"Groundwater flow and contamination studies","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T10894","display_name":"Groundwater flow and contamination studies","score":0.9955999851226807,"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/T10398","display_name":"Groundwater and Isotope Geochemistry","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11205","display_name":"Numerical methods in inverse problems","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/groundwater-contamination","display_name":"groundwater contamination","score":0.9359999895095825},{"id":"https://openalex.org/keywords/pollution-source-identification","display_name":"pollution source identification","score":0.8970000147819519},{"id":"https://openalex.org/keywords/advection-dispersion-reaction-equation","display_name":"advection-dispersion-reaction equation","score":0.9559999704360962},{"id":"https://openalex.org/keywords/contaminant-transport-modeling","display_name":"contaminant transport modeling","score":0.8339999914169312},{"id":"https://openalex.org/keywords/inverse-problems","display_name":"inverse problems","score":0.7279999852180481},{"id":"https://openalex.org/keywords/source-localization","display_name":"source localization","score":0.40799999237060547},{"id":"https://openalex.org/keywords/groundwater-remediation","display_name":"groundwater remediation","score":0.6589999794960022},{"id":"https://openalex.org/keywords/chemical-fingerprinting","display_name":"chemical fingerprinting","score":0.7049999833106995}],"concepts":[{"id":"https://openalex.org/C76177295","wikidata":"https://www.wikidata.org/wiki/Q161598","display_name":"Groundwater","level":2,"score":0.6301183104515076},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5894556045532227},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5624236464500427},{"id":"https://openalex.org/C521259446","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Pollution","level":2,"score":0.5565659999847412},{"id":"https://openalex.org/C112570922","wikidata":"https://www.wikidata.org/wiki/Q60528603","display_name":"Contamination","level":2,"score":0.5508768558502197},{"id":"https://openalex.org/C522964758","wikidata":"https://www.wikidata.org/wiki/Q2019586","display_name":"Environmental remediation","level":3,"score":0.5069632530212402},{"id":"https://openalex.org/C2778192778","wikidata":"https://www.wikidata.org/wiki/Q20113712","display_name":"Groundwater pollution","level":4,"score":0.42523157596588135},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.3867202401161194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36429399251937866},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.33577126264572144},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3345714211463928},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1635127067565918},{"id":"https://openalex.org/C75622301","wikidata":"https://www.wikidata.org/wiki/Q208791","display_name":"Aquifer","level":3,"score":0.12343969941139221},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.07912105321884155},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/15275920127949","doi":"https://doi.org/10.1080/15275920127949","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15275920127949","pdf_url":null,"source":{"id":"https://openalex.org/S205647254","display_name":"Environmental Forensics","issn_l":"1527-5922","issn":["1527-5922","1527-5930"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Forensics","raw_type":"journal-article"},{"id":"doi:10.1006/enfo.2001.0055","doi":"https://doi.org/10.1006/enfo.2001.0055","is_oa":false,"landing_page_url":"https://doi.org/10.1006/enfo.2001.0055","pdf_url":null,"source":{"id":"https://openalex.org/S205647254","display_name":"Environmental Forensics","issn_l":"1527-5922","issn":["1527-5922","1527-5930"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Forensics","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.93.9343","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.93.9343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.engr.uconn.edu/~ucremed/pdf/EF_2001_state-of-the-art.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.9090999960899353,"display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W5865575","https://openalex.org/W27758127","https://openalex.org/W569470157","https://openalex.org/W592740744","https://openalex.org/W1509183541","https://openalex.org/W1550925161","https://openalex.org/W1574584754","https://openalex.org/W1968212624","https://openalex.org/W1974585683","https://openalex.org/W1976537058","https://openalex.org/W1978578060","https://openalex.org/W1983412137","https://openalex.org/W1986429237","https://openalex.org/W1990597628","https://openalex.org/W1994444923","https://openalex.org/W1997449145","https://openalex.org/W2012231377","https://openalex.org/W2021183682","https://openalex.org/W2022515659","https://openalex.org/W2025075505","https://openalex.org/W2025481665","https://openalex.org/W2028753297","https://openalex.org/W2033160992","https://openalex.org/W2033248751","https://openalex.org/W2033354797","https://openalex.org/W2033655097","https://openalex.org/W2035841465","https://openalex.org/W2042569149","https://openalex.org/W2049659475","https://openalex.org/W2055704520","https://openalex.org/W2057423188","https://openalex.org/W2060962708","https://openalex.org/W2062862681","https://openalex.org/W2062903833","https://openalex.org/W2068349728","https://openalex.org/W2069605991","https://openalex.org/W2069758299","https://openalex.org/W2073763729","https://openalex.org/W2074875669","https://openalex.org/W2077277655","https://openalex.org/W2082418594","https://openalex.org/W2082732230","https://openalex.org/W2086458707","https://openalex.org/W2091336909","https://openalex.org/W2096121133","https://openalex.org/W2096665908","https://openalex.org/W2099103891","https://openalex.org/W2109923739","https://openalex.org/W2148421102","https://openalex.org/W2149846618","https://openalex.org/W2164569123"],"related_works":["https://openalex.org/W2496897414","https://openalex.org/W1584067378","https://openalex.org/W2086458707","https://openalex.org/W3045573134","https://openalex.org/W2007654378","https://openalex.org/W3189180619","https://openalex.org/W2953548933","https://openalex.org/W7158862557","https://openalex.org/W2334285281","https://openalex.org/W4284669373"],"abstract_inverted_index":{"The":[0,121],"reliable":[1],"assessment":[2],"of":[3,15,31,48,51,68,118,123],"hazards":[4],"or":[5],"risks":[6],"arising":[7],"from":[8],"groundwater":[9],"contamination":[10],"problems":[11,23],"and":[12,17,73,95,104,129,148],"the":[13,25,29,69,116,138,144,150],"design":[14],"efficient":[16],"effective":[18],"techniques":[19],"to":[20,27,57,90,110,127,142],"mitigate":[21],"these":[22],"require":[24],"capability":[26],"predict":[28],"behavior":[30],"chemical":[32,96,102],"contaminants":[33],"in":[34],"flowing":[35],"water.":[36],"Most":[37],"attempts":[38],"at":[39],"quantifying":[40],"contaminant":[41,70,145],"transport":[42],"have":[43,134],"relied":[44],"on":[45],"a":[46,52,112],"solution":[47,114],"some":[49],"form":[50],"well-known":[53],"governing":[54],"equation":[55],"referred":[56],"as":[58],"advection-dispersion-reaction":[59],"equation.":[60],"To":[61],"choose":[62],"an":[63],"appropriate":[64],"remediation":[65],"strategy,":[66],"knowledge":[67],"release":[71,75,152],"source":[72,119,146],"time":[74,151],"history":[76],"becomes":[77],"pertinent.":[78],"As":[79],"additional":[80],"contaminated":[81],"sites":[82],"are":[83,107],"being":[84],"detected,":[85],"it":[86],"is":[87,126],"almost":[88],"impossible":[89],"perform":[91],"exhaustive":[92],"drilling,":[93],"testing,":[94],"fingerprint":[97],"analysis":[98],"every":[99],"time.":[100],"Moreover,":[101],"fingerprinting":[103],"site":[105],"records":[106],"not":[108],"sufficient":[109],"allow":[111],"unique":[113],"for":[115],"timing":[117],"releases.":[120],"purpose":[122],"this":[124],"paper":[125],"present":[128],"review":[130],"mathematical":[131],"methods":[132],"that":[133],"been":[135],"developed":[136],"during":[137],"past":[139],"15":[140],"years":[141],"identify":[143],"location":[147],"recover":[149],"history.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":20},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":16}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}