{"id":"https://openalex.org/W4387777421","doi":"https://doi.org/10.3389/fchem.2023.1270730","title":"Modeling and optimization study on degradation of organic contaminants using nZVI activated persulfate based on response surface methodology and artificial neural network: a case study of benzene as the model pollutant","display_name":"Modeling and optimization study on degradation of organic contaminants using nZVI activated persulfate based on response surface methodology and artificial neural network: a case study of benzene as the model pollutant","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387777421","doi":"https://doi.org/10.3389/fchem.2023.1270730","pmid":"https://pubmed.ncbi.nlm.nih.gov/37927557","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10620510"},"language":"en","primary_location":{"id":"doi:10.3389/fchem.2023.1270730","doi":"https://doi.org/10.3389/fchem.2023.1270730","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fchem.2023.1270730","pdf_url":"https://www.frontiersin.org/articles/10.3389/fchem.2023.1270730/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S2764970645","display_name":"Frontiers in Chemistry","issn_l":"2296-2646","issn":["2296-2646"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Chemistry","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fchem.2023.1270730/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016905655","display_name":"Moye Luo","orcid":"https://orcid.org/0000-0002-3858-8394","observed_orcids":["https://orcid.org/0000-0002-3858-8394"]},"institutions":[{"id":"https://openalex.org/I204710742","display_name":"Ministry of Ecology and Environment","ror":"https://ror.org/04gwbew76","country_code":"CN","type":"government","lineage":["https://openalex.org/I204710742"]},{"id":"https://openalex.org/I4210166709","display_name":"Nanjing Institute of Environmental Sciences","ror":"https://ror.org/05ycd7562","country_code":"CN","type":"facility","lineage":["https://openalex.org/I204710742","https://openalex.org/I4210166709"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Moye Luo","raw_affiliation_strings":["Department of Environmental Science and Engineering, School of Energy and Environment, Southeast University, Nanjing, China","State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environmental Science and Engineering, School of Energy and Environment, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China","institution_ids":["https://openalex.org/I204710742","https://openalex.org/I4210166709"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaodong Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204710742","display_name":"Ministry of Ecology and Environment","ror":"https://ror.org/04gwbew76","country_code":"CN","type":"government","lineage":["https://openalex.org/I204710742"]},{"id":"https://openalex.org/I4210166709","display_name":"Nanjing Institute of Environmental Sciences","ror":"https://ror.org/05ycd7562","country_code":"CN","type":"facility","lineage":["https://openalex.org/I204710742","https://openalex.org/I4210166709"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Zhang","raw_affiliation_strings":["State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China","institution_ids":["https://openalex.org/I204710742","https://openalex.org/I4210166709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101968931","display_name":"Tao Long","orcid":"https://orcid.org/0000-0002-1329-3776","observed_orcids":["https://orcid.org/0000-0002-1329-3776"]},"institutions":[{"id":"https://openalex.org/I204710742","display_name":"Ministry of Ecology and Environment","ror":"https://ror.org/04gwbew76","country_code":"CN","type":"government","lineage":["https://openalex.org/I204710742"]},{"id":"https://openalex.org/I4210166709","display_name":"Nanjing Institute of Environmental Sciences","ror":"https://ror.org/05ycd7562","country_code":"CN","type":"facility","lineage":["https://openalex.org/I204710742","https://openalex.org/I4210166709"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Long","raw_affiliation_strings":["State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China","institution_ids":["https://openalex.org/I204710742","https://openalex.org/I4210166709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100720110","display_name":"Sheng Chen","orcid":"https://orcid.org/0000-0003-3526-7808","observed_orcids":["https://orcid.org/0000-0003-3526-7808","https://orcid.org/0000-0003-0004-2086","https://orcid.org/0009-0005-4206-1383"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheng Chen","raw_affiliation_strings":["Geo-engineering Investigation Institute of Jiangsu Province, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geo-engineering Investigation Institute of Jiangsu Province, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Manjun Zhan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manjun Zhan","raw_affiliation_strings":["Nanjing Research Institute of Environmental Protection, Nanjing Environmental Protection Bureau, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Research Institute of Environmental Protection, Nanjing Environmental Protection Bureau, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102000455","display_name":"Xin  hua Zhu","orcid":"https://orcid.org/0000-0002-7988-5539","observed_orcids":["https://orcid.org/0000-0002-7988-5539","https://orcid.org/0000-0003-1508-1563"]},"institutions":[{"id":"https://openalex.org/I204710742","display_name":"Ministry of Ecology and Environment","ror":"https://ror.org/04gwbew76","country_code":"CN","type":"government","lineage":["https://openalex.org/I204710742"]},{"id":"https://openalex.org/I4210166709","display_name":"Nanjing Institute of Environmental Sciences","ror":"https://ror.org/05ycd7562","country_code":"CN","type":"facility","lineage":["https://openalex.org/I204710742","https://openalex.org/I4210166709"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Zhu","raw_affiliation_strings":["State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China","institution_ids":["https://openalex.org/I204710742","https://openalex.org/I4210166709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065908688","display_name":"Ranbo Yu","orcid":"https://orcid.org/0000-0003-3028-190X","observed_orcids":["https://orcid.org/0000-0003-3028-190X"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ran Yu","raw_affiliation_strings":["Department of Environmental Science and Engineering, School of Energy and Environment, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environmental Science and Engineering, School of Energy and Environment, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065908688","https://openalex.org/A5102000455"],"corresponding_institution_ids":["https://openalex.org/I204710742","https://openalex.org/I4210166709","https://openalex.org/I76569877"],"apc_list":{"value":3295,"currency":"USD","value_usd":3295},"apc_paid":{"value":3295,"currency":"USD","value_usd":3295},"fwci":0.4668,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.51889524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"1270730","last_page":"1270730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12078","display_name":"Environmental remediation with nanomaterials","score":0.5112000107765198,"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/T12078","display_name":"Environmental remediation with nanomaterials","score":0.5112000107765198,"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/T10210","display_name":"Advanced oxidation water treatment","score":0.4878000020980835,"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/T11869","display_name":"Per- and polyfluoroalkyl substances research","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nanoscale-zero-valent-iron","display_name":"nanoscale zero-valent iron","score":0.8679999709129333},{"id":"https://openalex.org/keywords/activated-persulfate","display_name":"activated persulfate","score":0.972000002861023},{"id":"https://openalex.org/keywords/benzene-degradation","display_name":"benzene degradation","score":0.9890000224113464},{"id":"https://openalex.org/keywords/groundwater-remediation","display_name":"groundwater remediation","score":0.9610000252723694},{"id":"https://openalex.org/keywords/pseudo-second-order-kinetics","display_name":"pseudo-second-order kinetics","score":0.8569999933242798},{"id":"https://openalex.org/keywords/response-surface-methodology","display_name":"response surface methodology","score":0.8859999775886536},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8529999852180481},{"id":"https://openalex.org/keywords/process-parameter-optimization","display_name":"process parameter optimization","score":0.8270000219345093},{"id":"https://openalex.org/keywords/organic-pollutant-degradation","display_name":"organic pollutant degradation","score":0.597000002861023}],"concepts":[{"id":"https://openalex.org/C2778729139","wikidata":"https://www.wikidata.org/wiki/Q2280718","display_name":"Persulfate","level":3,"score":0.841415286064148},{"id":"https://openalex.org/C2777691172","wikidata":"https://www.wikidata.org/wiki/Q2270","display_name":"Benzene","level":2,"score":0.7622988224029541},{"id":"https://openalex.org/C150077022","wikidata":"https://www.wikidata.org/wiki/Q3136137","display_name":"Response surface methodology","level":2,"score":0.7111612558364868},{"id":"https://openalex.org/C37992848","wikidata":"https://www.wikidata.org/wiki/Q5611037","display_name":"Groundwater remediation","level":4,"score":0.6595533490180969},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5963718295097351},{"id":"https://openalex.org/C522964758","wikidata":"https://www.wikidata.org/wiki/Q2019586","display_name":"Environmental remediation","level":3,"score":0.5961702466011047},{"id":"https://openalex.org/C40472508","wikidata":"https://www.wikidata.org/wiki/Q8069649","display_name":"Zerovalent iron","level":3,"score":0.5736226439476013},{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.5392414927482605},{"id":"https://openalex.org/C2778870232","wikidata":"https://www.wikidata.org/wiki/Q419438","display_name":"Sodium persulfate","level":2,"score":0.5077844262123108},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.48637011647224426},{"id":"https://openalex.org/C76177295","wikidata":"https://www.wikidata.org/wiki/Q161598","display_name":"Groundwater","level":2,"score":0.43465226888656616},{"id":"https://openalex.org/C107872376","wikidata":"https://www.wikidata.org/wiki/Q321355","display_name":"Environmental chemistry","level":1,"score":0.389876127243042},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.3596871793270111},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.33938661217689514},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2824740707874298},{"id":"https://openalex.org/C112570922","wikidata":"https://www.wikidata.org/wiki/Q60528603","display_name":"Contamination","level":2,"score":0.2546447217464447},{"id":"https://openalex.org/C150394285","wikidata":"https://www.wikidata.org/wiki/Q180254","display_name":"Adsorption","level":2,"score":0.25282445549964905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.16555768251419067},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.16167938709259033},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.1375344693660736},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.13347452878952026},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06367161870002747},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"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":5,"locations":[{"id":"doi:10.3389/fchem.2023.1270730","doi":"https://doi.org/10.3389/fchem.2023.1270730","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fchem.2023.1270730","pdf_url":"https://www.frontiersin.org/articles/10.3389/fchem.2023.1270730/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S2764970645","display_name":"Frontiers in Chemistry","issn_l":"2296-2646","issn":["2296-2646"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Chemistry","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.4499888","doi":"https://doi.org/10.2139/ssrn.4499888","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4499888","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:10620510","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10620510","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10620510/pdf/fchem-11-1270730.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Chem","raw_type":"Text"},{"id":"pmid:37927557","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37927557","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in chemistry","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:b10acdefc39f4444ade6759fec474c5d","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/b10acdefc39f4444ade6759fec474c5d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Chemistry, Vol 11 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fchem.2023.1270730","doi":"https://doi.org/10.3389/fchem.2023.1270730","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fchem.2023.1270730","pdf_url":"https://www.frontiersin.org/articles/10.3389/fchem.2023.1270730/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S2764970645","display_name":"Frontiers in Chemistry","issn_l":"2296-2646","issn":["2296-2646"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Chemistry","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":1.0,"display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G283296648","display_name":null,"funder_award_id":"[2022]05","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5725524124","display_name":null,"funder_award_id":"52270119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8652078732","display_name":null,"funder_award_id":"2018YFC1803100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387777421.pdf","grobid_xml":"https://content.openalex.org/works/W4387777421.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1968193214","https://openalex.org/W1983225349","https://openalex.org/W2004851465","https://openalex.org/W2005322163","https://openalex.org/W2016953362","https://openalex.org/W2029795539","https://openalex.org/W2030232851","https://openalex.org/W2044604022","https://openalex.org/W2049753395","https://openalex.org/W2064330832","https://openalex.org/W2072608550","https://openalex.org/W2092860963","https://openalex.org/W2160689147","https://openalex.org/W2231925897","https://openalex.org/W2283686175","https://openalex.org/W2298431938","https://openalex.org/W2303428258","https://openalex.org/W2343234224","https://openalex.org/W2389319391","https://openalex.org/W2535578963","https://openalex.org/W2586300119","https://openalex.org/W2599499292","https://openalex.org/W2617975959","https://openalex.org/W2746192617","https://openalex.org/W2807726567","https://openalex.org/W2888154230","https://openalex.org/W2889453576","https://openalex.org/W2900845312","https://openalex.org/W2940443407","https://openalex.org/W2969027671","https://openalex.org/W3000180738","https://openalex.org/W3005566332","https://openalex.org/W3006698959","https://openalex.org/W3011876673","https://openalex.org/W3020614853","https://openalex.org/W3021805824","https://openalex.org/W3035973032","https://openalex.org/W3087732445","https://openalex.org/W3093174037","https://openalex.org/W3095180852","https://openalex.org/W3105714817","https://openalex.org/W3158137858","https://openalex.org/W3174101329","https://openalex.org/W3182180651","https://openalex.org/W3195135811","https://openalex.org/W4312085441","https://openalex.org/W4376108831"],"related_works":["https://openalex.org/W4383099599","https://openalex.org/W3080751159","https://openalex.org/W2807213765","https://openalex.org/W4289529865","https://openalex.org/W4206483152","https://openalex.org/W4379382804","https://openalex.org/W4396543929","https://openalex.org/W4390563874","https://openalex.org/W3135091928","https://openalex.org/W3118232342"],"abstract_inverted_index":{"Due":[0],"to":[1,18,47,73,80,108,175],"the":[2,13,31,49,75,83,93,104,110,132,149,152,163,176,183,191,207,219,229],"complicated":[3],"transport":[4],"and":[5,23,42,141,162,193,210],"reactive":[6],"behavior":[7],"of":[8,15,52,85,113,136,151,170,223,231],"organic":[9,64,224],"contamination":[10],"in":[11,66,78,127,226],"groundwater,":[12],"development":[14],"mathematical":[16],"models":[17,44,199],"aid":[19],"field":[20],"remediation":[21],"planning":[22],"implementation":[24],"attracts":[25],"increasing":[26],"attentions.":[27],"In":[28,181],"this":[29],"study,":[30],"approach":[32,213],"coupling":[33],"response":[34],"surface":[35],"methodology":[36],"(RSM),":[37],"artificial":[38],"neural":[39],"networks":[40],"(ANN),":[41],"kinetic":[43,198],"was":[45,71,97],"implemented":[46],"model":[48,70,146],"degradation":[50,90,112,157,186],"effects":[51,84,150],"nano-zero-valent":[53],"iron":[54],"(nZVI)":[55],"activated":[56],"persulfate":[57],"(PS)":[58],"systems":[59,187],"on":[60,88,100,155],"benzene,":[61],"a":[62,166],"common":[63],"pollutant":[65],"groundwater.":[67],"The":[68,115,144],"proposed":[69,208],"applied":[72],"optimize":[74],"process":[76],"parameters":[77],"order":[79,196],"help":[81],"predict":[82,109],"multiple":[86,232],"factors":[87,154],"benzene":[89,119,156,185],"rate.":[91],"Meanwhile,":[92],"chemical":[94,220],"oxidation":[95,221],"kinetics":[96],"developed":[98],"based":[99],"batch":[101],"experiments":[102],"under":[103,228],"optimized":[105],"reaction":[106],"conditions":[107],"temporal":[111],"benzene.":[114],"results":[116],"indicated":[117],"that":[118,206],"(0.25":[120],"mmol)":[121],"would":[122],"be":[123],"theoretically":[124],"completely":[125],"oxidized":[126],"1.45":[128],"mM":[129],"PS":[130],"with":[131,165,190,200],"PS/nZVI":[133],"molar":[134],"ratio":[135],"4:1":[137],"at":[138],"pH":[139],"3.9\u00b0C":[140],"21.9":[142],"C.":[143],"RSM":[145,177],"predicted":[147],"well":[148,189],"four":[153],"rate":[158],"(R2":[159,178],"=":[160,179],"0.948),":[161],"ANN":[164],"hidden":[167],"layer":[168],"structure":[169],"[8-8]":[171],"performed":[172],"better":[173],"compared":[174],"0.980).":[180],"addition,":[182],"involved":[184],"fit":[188],"Type-2":[192],"Type-3":[194],"pseudo-second":[195],"(PSO)":[197],"R2":[201],">":[202],"0.999.":[203],"It":[204],"suggested":[205],"statistical":[209],"kinetic-based":[211],"modeling":[212],"is":[214],"promising":[215],"support":[216],"for":[217],"predicting":[218],"performance":[222],"contaminants":[225],"groundwater":[227],"influence":[230],"factors.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2023-10-20T00:00:00"}
