{"id":"https://openalex.org/W4285090397","doi":"https://doi.org/10.1134/s1064229322090071","title":"Rapid Determination of As and Pb Concentrations in Soil Based Binary Grey Wolf Optimization and Partial Least Squares Regression","display_name":"Rapid Determination of As and Pb Concentrations in Soil Based Binary Grey Wolf Optimization and Partial Least Squares Regression","publication_year":2022,"publication_date":"2022-07-12","ids":{"openalex":"https://openalex.org/W4285090397","doi":"https://doi.org/10.1134/s1064229322090071"},"language":"en","primary_location":{"id":"doi:10.1134/s1064229322090071","doi":"https://doi.org/10.1134/s1064229322090071","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s1064229322090071","pdf_url":null,"source":{"id":"https://openalex.org/S190853250","display_name":"Eurasian Soil Science","issn_l":"1064-2293","issn":["1064-2293","1556-195X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eurasian Soil Science","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/A5104095482","display_name":"Han Song","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Song","raw_affiliation_strings":["Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","Department of Optoelectronic Engineering, Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]},{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038252372","display_name":"Lei Baoliang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoliang Lei","raw_affiliation_strings":["South China Agricultural University, 510640, Guangzhou, China","South China Agricultural University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China Agricultural University, 510640, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003928767","display_name":"Peiwen Guang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiwen Guang","raw_affiliation_strings":["Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","Department of Optoelectronic Engineering, Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]},{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020467870","display_name":"Chaoyang Guo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoyang Guo","raw_affiliation_strings":["South China Agricultural University, 510640, Guangzhou, China","South China Agricultural University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China Agricultural University, 510640, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048607794","display_name":"Yongxin Zhou","orcid":"https://orcid.org/0000-0002-3760-6335","observed_orcids":["https://orcid.org/0000-0002-3760-6335"]},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxin Zhou","raw_affiliation_strings":["Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","Department of Optoelectronic Engineering, Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]},{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014469701","display_name":"Xueqin Han","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueqin Han","raw_affiliation_strings":["Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","Department of Optoelectronic Engineering, Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]},{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037162168","display_name":"Furong Huang","orcid":"https://orcid.org/0000-0002-7393-1047","observed_orcids":["https://orcid.org/0000-0002-7393-1047"]},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Furong Huang","raw_affiliation_strings":["Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","Department of Optoelectronic Engineering, Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, 510632, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]},{"raw_affiliation_string":"Department of Optoelectronic Engineering, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027847130","display_name":"Weisheng Lu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weisheng Lu","raw_affiliation_strings":["South China Agricultural University, 510640, Guangzhou, China","South China Agricultural University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China Agricultural University, 510640, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027847130","https://openalex.org/A5037162168"],"corresponding_institution_ids":["https://openalex.org/I101479585","https://openalex.org/I159948400"],"apc_list":null,"apc_paid":null,"fwci":0.1762,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.2794682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"55","issue":"9","first_page":"1313","last_page":"1322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10139","display_name":"Heavy metals in environment","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/arsenic","display_name":"arsenic","score":0.9419999718666077},{"id":"https://openalex.org/keywords/lead","display_name":"lead","score":1.0},{"id":"https://openalex.org/keywords/heavy-metal-contaminated-soil","display_name":"heavy metal-contaminated soil","score":0.7509999871253967},{"id":"https://openalex.org/keywords/agricultural-soils","display_name":"agricultural soils","score":0.8180000185966492},{"id":"https://openalex.org/keywords/visible-and-near-infrared-spectroscopy","display_name":"visible and near-infrared spectroscopy","score":0.8960000276565552},{"id":"https://openalex.org/keywords/binary-grey-wolf-optimization","display_name":"binary grey wolf optimization","score":0.8600000143051147},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"partial least squares regression","score":0.8769999742507935},{"id":"https://openalex.org/keywords/spectral-band-selection","display_name":"band selection","score":0.8090000152587891},{"id":"https://openalex.org/keywords/spectral-preprocessing","display_name":"spectral preprocessing","score":0.765999972820282},{"id":"https://openalex.org/keywords/rapid-determination","display_name":"rapid determination","score":0.527999997138977},{"id":"https://openalex.org/keywords/soil-pollution-monitoring","display_name":"soil contamination monitoring","score":0.7929999828338623}],"concepts":[{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.9319621324539185},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.5788460373878479},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5265049338340759},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.46195319294929504},{"id":"https://openalex.org/C50516716","wikidata":"https://www.wikidata.org/wiki/Q877107","display_name":"Soil test","level":3,"score":0.41073596477508545},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38492706418037415},{"id":"https://openalex.org/C113196181","wikidata":"https://www.wikidata.org/wiki/Q485223","display_name":"Analytical Chemistry (journal)","level":2,"score":0.3706551194190979},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.34173330664634705},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3257107138633728},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.30356988310813904},{"id":"https://openalex.org/C107872376","wikidata":"https://www.wikidata.org/wiki/Q321355","display_name":"Environmental chemistry","level":1,"score":0.25754091143608093},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2356184720993042}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1134/s1064229322090071","doi":"https://doi.org/10.1134/s1064229322090071","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s1064229322090071","pdf_url":null,"source":{"id":"https://openalex.org/S190853250","display_name":"Eurasian Soil Science","issn_l":"1064-2293","issn":["1064-2293","1556-195X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eurasian Soil Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7605999708175659,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"},{"score":0.40450000762939453,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1444952417","https://openalex.org/W1547490889","https://openalex.org/W1980540628","https://openalex.org/W2016487358","https://openalex.org/W2025014611","https://openalex.org/W2025857348","https://openalex.org/W2027368520","https://openalex.org/W2044919336","https://openalex.org/W2052903566","https://openalex.org/W2061438946","https://openalex.org/W2066673580","https://openalex.org/W2071188448","https://openalex.org/W2079476441","https://openalex.org/W2087550839","https://openalex.org/W2115473362","https://openalex.org/W2144405000","https://openalex.org/W2166801362","https://openalex.org/W2171801505","https://openalex.org/W2177188361","https://openalex.org/W2251728720","https://openalex.org/W2399675776","https://openalex.org/W2464502523","https://openalex.org/W2766551349","https://openalex.org/W2782072844","https://openalex.org/W2792215844","https://openalex.org/W2890296937","https://openalex.org/W2894223048","https://openalex.org/W2940944015","https://openalex.org/W2951230751","https://openalex.org/W2955980286","https://openalex.org/W2980112587","https://openalex.org/W3083277533","https://openalex.org/W3091935672","https://openalex.org/W3197504603"],"related_works":["https://openalex.org/W4386483317","https://openalex.org/W2954850141","https://openalex.org/W1985931804","https://openalex.org/W2410998188","https://openalex.org/W4280569899","https://openalex.org/W3208848365","https://openalex.org/W2795698106","https://openalex.org/W2082581389","https://openalex.org/W2058791926","https://openalex.org/W2980112587"],"abstract_inverted_index":{"Abstract":[0],"To":[1],"effectively":[2],"monitor":[3],"As":[4,31,59,111,145,152,225],"and":[5,10,23,32,37,60,76,112,140,169,198,217,226,245],"Pb":[6,33,61,113,227],"pollution":[7],"in":[8,14,34,44,63,228,247],"soil":[9,90],"undertake":[11],"protection":[12],"measures":[13],"time,":[15],"it":[16],"is":[17],"critical":[18],"to":[19,52,84,105,154,160,166,174,183,189,195,203],"develop":[20],"a":[21,107,234],"rapid":[22,222,239],"accurate":[24],"method":[25],"for":[26,57,99,110,151,176,237],"determining":[27],"the":[28,54,58,86,93,118,121,126,131,135,178,207,214,221,238],"concentration":[29,62],"of":[30,89,120,137,144,149,180,209,224,241],"soil.":[35,65,230,248],"Visible":[36],"near-infrared":[38],"reflectance":[39],"spectroscopy":[40],"(Vis-NIR)":[41],"was":[42,103],"used":[43],"combination":[45],"with":[46,125],"partial":[47],"least":[48],"squares":[49],"regression":[50],"(PLSR)":[51],"construct":[53],"prediction":[55,108,122],"model":[56,109,133],"farmland":[64,229],"First":[66],"Derivative":[67],"(FD),":[68],"second":[69],"derivative":[70],"(SD),":[71],"multiple":[72],"scattering":[73],"corrections":[74],"(MSC),":[75],"standard":[77],"normal":[78],"variate":[79],"(SNV)":[80],"approaches":[81],"were":[82],"employed":[83],"pretreat":[85],"Vis-NIR":[87,216],"spectra":[88],"samples.":[91],"With":[92],"binary":[94],"grey":[95],"wolf":[96],"optimization":[97],"(BGWO)":[98],"band":[100],"selection,":[101],"PLSR":[102,129],"applied":[104],"build":[106],"content.":[114],"FD":[115],"pretreatment":[116],"improved":[117],"accuracy":[119],"model.":[123],"Compared":[124],"full":[127],"spectrum":[128],"model,":[130],"BGWO-PLSR":[132,218],"decreased":[134,153,163,182,192],"scale":[136],"input":[138],"data":[139],"increased":[141,157,171,186,200],"predictive":[142],"performance":[143],"concentration.":[146],"The":[147,231],"number":[148,179],"wavelengths":[150,181],"174,":[155],"R2P":[156,185],"from":[158,164,172,187,193,201],"0.816":[159],"0.874,":[161],"RMSEP":[162,191],"6.366":[165],"5.267":[167],"mg/kg,":[168,197],"RPDP":[170,199],"2.332":[173],"2.819;":[175],"Pb,":[177],"159,":[184],"0.867":[188],"0.872,":[190],"11.456":[194],"11.246":[196],"2.740":[202],"2.791.":[204],"In":[205],"conclusion,":[206],"findings":[208],"our":[210],"study":[211],"indicate":[212],"that":[213],"combined":[215],"algorithm":[219],"facilitates":[220],"determination":[223,240],"results":[232],"provided":[233],"new":[235],"direction":[236],"other":[242],"heavy":[243],"metals":[244],"elements":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2022-07-14T00:00:00"}
