{"id":"https://openalex.org/W2961773282","doi":"https://doi.org/10.2478/ssa-2019-0007","title":"Potential of VIS-NIR spectroscopy to characterize and discriminate topsoils of different soil types in the Triffa plain (Morocco)","display_name":"Potential of VIS-NIR spectroscopy to characterize and discriminate topsoils of different soil types in the Triffa plain (Morocco)","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2961773282","doi":"https://doi.org/10.2478/ssa-2019-0007","mag":"2961773282"},"language":"en","primary_location":{"id":"doi:10.2478/ssa-2019-0007","doi":"https://doi.org/10.2478/ssa-2019-0007","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ssa-2019-0007","pdf_url":"https://doi.org/10.2478/ssa-2019-0007","source":{"id":"https://openalex.org/S4210181145","display_name":"Soil Science Annual","issn_l":"0080-3642","issn":["0080-3642","2300-4967","2300-4975"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","dongbi-d","jufo-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soil Science Annual","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.2478/ssa-2019-0007","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018534079","display_name":"Ayoub Lazaar","orcid":"https://orcid.org/0000-0002-7741-037X","observed_orcids":["https://orcid.org/0000-0002-7741-037X"]},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ayoub Lazaar","raw_affiliation_strings":["Laboratory of Applied Geosciences (LGA) , Department of Geology , Faculty of Sciences , Mohammed first University , Oujda , Morocco","Laboratory of Applied Chemistry & Environment, Faculty of Sciences, Mohammed First University, Oujda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Geosciences (LGA) , Department of Geology , Faculty of Sciences , Mohammed first University , Oujda , Morocco","institution_ids":["https://openalex.org/I4210108110"]},{"raw_affiliation_string":"Laboratory of Applied Chemistry & Environment, Faculty of Sciences, Mohammed First University, Oujda","institution_ids":["https://openalex.org/I4210108110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011671951","display_name":"Hamid Mahyou","orcid":"https://orcid.org/0000-0003-2385-6701","observed_orcids":["https://orcid.org/0000-0003-2385-6701"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hamid Mahyou","raw_affiliation_strings":["National Institute of Agronomic Research , Oujda , Morocco","National Institute of Agronomic Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Agronomic Research , Oujda , Morocco","institution_ids":[]},{"raw_affiliation_string":"National Institute of Agronomic Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011992634","display_name":"Asa Gholizadeh","orcid":"https://orcid.org/0000-0003-4419-5463","observed_orcids":["https://orcid.org/0000-0003-4419-5463"]},"institutions":[{"id":"https://openalex.org/I205984670","display_name":"Czech University of Life Sciences Prague","ror":"https://ror.org/0415vcw02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I205984670"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Asa Gholizadeh","raw_affiliation_strings":["Department of Soil Science and Soil Protection , University of Life Sciences , Prague , Czech Republic","Czech University of Life Sciences Prague"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Soil Science and Soil Protection , University of Life Sciences , Prague , Czech Republic","institution_ids":["https://openalex.org/I205984670"]},{"raw_affiliation_string":"Czech University of Life Sciences Prague","institution_ids":["https://openalex.org/I205984670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108271770","display_name":"Kamal El Hammouti","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Kamal Elhammouti","raw_affiliation_strings":["Laboratory of Applied Geosciences (LGA) , Department of Geology , Faculty of Sciences , Mohammed first University , Oujda , Morocco","Laboratory of Applied Chemistry & Environment, Faculty of Sciences, Mohammed First University, Oujda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Geosciences (LGA) , Department of Geology , Faculty of Sciences , Mohammed first University , Oujda , Morocco","institution_ids":["https://openalex.org/I4210108110"]},{"raw_affiliation_string":"Laboratory of Applied Chemistry & Environment, Faculty of Sciences, Mohammed First University, Oujda","institution_ids":["https://openalex.org/I4210108110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059100221","display_name":"Muhammad Bilal","orcid":"https://orcid.org/0000-0003-1022-3999","observed_orcids":["https://orcid.org/0000-0003-1022-3999","https://orcid.org/0000-0003-4221-0877"]},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Bilal","raw_affiliation_strings":["School of Marine Science , Nanjing University of Information Science and Technology , China","Nanjing University of Information Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science , Nanjing University of Information Science and Technology , China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Nanjing University of Information Science and Technology","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000044222","display_name":"Karim Andich","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karim Andich","raw_affiliation_strings":["National Institute of Agronomic Research , Oujda , Morocco","National Institute of Agronomic Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Agronomic Research , Oujda , Morocco","institution_ids":[]},{"raw_affiliation_string":"National Institute of Agronomic Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014553861","display_name":"Jean\u2010Michel Roger","orcid":"https://orcid.org/0000-0003-2123-5266","observed_orcids":["https://orcid.org/0000-0003-2123-5266"]},"institutions":[{"id":"https://openalex.org/I4387153250","display_name":"Technologies & m\u00e9thodes pour les agricultures de demain","ror":"https://ror.org/00ftatp57","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210088668","https://openalex.org/I4210117091","https://openalex.org/I4387153250","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4387154183","display_name":"Institut National de Recherche en Sciences et Technologies pour l'Environnement et l'Agriculture","ror":"https://ror.org/01wep6g48","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210088668","https://openalex.org/I4387154183"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean Michel Roger","raw_affiliation_strings":["Department of Ecotechnologies , National Research Institute of Science and Technology for Environment and Agriculture , Montpellier , France","Information \u2013 Technologies \u2013 Analyse Environnementale \u2013 Proc\u00e9d\u00e9s Agricoles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecotechnologies , National Research Institute of Science and Technology for Environment and Agriculture , Montpellier , France","institution_ids":["https://openalex.org/I4387154183"]},{"raw_affiliation_string":"Information \u2013 Technologies \u2013 Analyse Environnementale \u2013 Proc\u00e9d\u00e9s Agricoles","institution_ids":["https://openalex.org/I4387153250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042977764","display_name":"Abdelilah Monir","orcid":"https://orcid.org/0000-0003-3437-1064","observed_orcids":["https://orcid.org/0000-0003-3437-1064"]},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]},{"id":"https://openalex.org/I4392021213","display_name":"Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes","ror":"https://ror.org/005ba5y61","country_code":"FR","type":"facility","lineage":["https://openalex.org/I194210350","https://openalex.org/I4210105918","https://openalex.org/I4392021213","https://openalex.org/I98702875"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"Abdelilah Monir","raw_affiliation_strings":["Department of Mathematics , EDP and Scientific computing Team , Moulay Ismail University , Meknes , Morocco","Laboratoire d'Ing\u00e9ni\u00e9rie des Syst\u00e8mes Automatis\u00e9s"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics , EDP and Scientific computing Team , Moulay Ismail University , Meknes , Morocco","institution_ids":["https://openalex.org/I4210153608"]},{"raw_affiliation_string":"Laboratoire d'Ing\u00e9ni\u00e9rie des Syst\u00e8mes Automatis\u00e9s","institution_ids":["https://openalex.org/I4392021213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075177809","display_name":"Kouotou Daouda","orcid":"https://orcid.org/0000-0002-0698-3373","observed_orcids":["https://orcid.org/0000-0002-0698-3373"]},"institutions":[{"id":"https://openalex.org/I1331070479","display_name":"Universit\u00e9 de Yaound\u00e9 I","ror":"https://ror.org/022zbs961","country_code":"CM","type":"education","lineage":["https://openalex.org/I1331070479"]}],"countries":["CM"],"is_corresponding":false,"raw_author_name":"Daouda Kouotou","raw_affiliation_strings":["Department of Inorganic Chemistry , University of Yaound\u00e9 I , Yaound\u00e9 , Cameroon","Universit\u00e9 de Yaound\u00e9 I"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Inorganic Chemistry , University of Yaound\u00e9 I , Yaound\u00e9 , Cameroon","institution_ids":["https://openalex.org/I1331070479"]},{"raw_affiliation_string":"Universit\u00e9 de Yaound\u00e9 I","institution_ids":["https://openalex.org/I1331070479"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":600,"currency":"EUR","value_usd":647},"apc_paid":{"value":600,"currency":"EUR","value_usd":647},"fwci":1.0965,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.78192763,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":"70","issue":"1","first_page":"54","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.7968999743461609,"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"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.7968999743461609,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.15549999475479126,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.01889999955892563,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/visible-and-near-infrared-spectroscopy","display_name":"visible and near-infrared spectroscopy","score":0.8989999890327454},{"id":"https://openalex.org/keywords/soil-reflectance","display_name":"soil reflectance","score":0.8880000114440918},{"id":"https://openalex.org/keywords/soil-organic-matter","display_name":"soil organic matter","score":0.9350000023841858},{"id":"https://openalex.org/keywords/calcium-carbonate","display_name":"calcium carbonate","score":0.9729999899864197},{"id":"https://openalex.org/keywords/spectral-band-selection","display_name":"band selection","score":0.8560000061988831},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"linear discriminant analysis","score":0.9200000166893005},{"id":"https://openalex.org/keywords/irrigated-soils","display_name":"irrigated soils","score":0.8180000185966492},{"id":"https://openalex.org/keywords/soil-classification","display_name":"soil classification","score":0.5260000228881836}],"concepts":[{"id":"https://openalex.org/C130066347","wikidata":"https://www.wikidata.org/wiki/Q680509","display_name":"Spectroradiometer","level":3,"score":0.8123250007629395},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.710353672504425},{"id":"https://openalex.org/C50516716","wikidata":"https://www.wikidata.org/wiki/Q877107","display_name":"Soil test","level":3,"score":0.5553010106086731},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.535581648349762},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.45276063680648804},{"id":"https://openalex.org/C199289684","wikidata":"https://www.wikidata.org/wiki/Q83353","display_name":"Mineralogy","level":1,"score":0.437261164188385},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3601072430610657},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.3438480794429779},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3234861195087433},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08514490723609924},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06490778923034668}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2478/ssa-2019-0007","doi":"https://doi.org/10.2478/ssa-2019-0007","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ssa-2019-0007","pdf_url":"https://doi.org/10.2478/ssa-2019-0007","source":{"id":"https://openalex.org/S4210181145","display_name":"Soil Science Annual","issn_l":"0080-3642","issn":["0080-3642","2300-4967","2300-4975"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","dongbi-d","jufo-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soil Science Annual","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02373079v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-02373079","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Soil Science Annual, 2019, 70 (1), pp.54-63. &#x27E8;10.2478/ssa-2019-0007&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:7b33ed0836334f03bb6e6d45fdc126a7","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/7b33ed0836334f03bb6e6d45fdc126a7","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":"Soil Science Annual, Vol 70, Iss 1, Pp 54-63 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2478/ssa-2019-0007","doi":"https://doi.org/10.2478/ssa-2019-0007","is_oa":true,"landing_page_url":"https://doi.org/10.2478/ssa-2019-0007","pdf_url":"https://doi.org/10.2478/ssa-2019-0007","source":{"id":"https://openalex.org/S4210181145","display_name":"Soil Science Annual","issn_l":"0080-3642","issn":["0080-3642","2300-4967","2300-4975"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","dongbi-d","jufo-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soil Science Annual","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.6735000014305115,"display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323910","display_name":"Institut National de la Recherche Agronomique","ror":"https://ror.org/01x3gbx83"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2961773282.pdf","grobid_xml":"https://content.openalex.org/works/W2961773282.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W129006922","https://openalex.org/W185362933","https://openalex.org/W1592341820","https://openalex.org/W1982230615","https://openalex.org/W1991455046","https://openalex.org/W1997386948","https://openalex.org/W2007365900","https://openalex.org/W2008295896","https://openalex.org/W2020400956","https://openalex.org/W2026166337","https://openalex.org/W2033502362","https://openalex.org/W2039511540","https://openalex.org/W2057561052","https://openalex.org/W2058311689","https://openalex.org/W2067894356","https://openalex.org/W2109606373","https://openalex.org/W2168175824","https://openalex.org/W2196579671","https://openalex.org/W2397772468","https://openalex.org/W2544483035","https://openalex.org/W2578884989","https://openalex.org/W2766058305","https://openalex.org/W2775614191","https://openalex.org/W6601630488"],"related_works":["https://openalex.org/W6999826128","https://openalex.org/W4281930919","https://openalex.org/W4404922701","https://openalex.org/W2942523581","https://openalex.org/W2199514847","https://openalex.org/W2067894356","https://openalex.org/W2351700755","https://openalex.org/W2077033502","https://openalex.org/W3018126589","https://openalex.org/W2496208402"],"abstract_inverted_index":{"Abstract":[0],"This":[1,223],"study":[2,224],"aims":[3],"to":[4,91,112,119,234],"identify":[5],"the":[6,23,37,41,54,67,78,84,93,100,114,128,133,143,150,156,164,171,178,188,212,216,220,227,241],"influence":[7,154],"of":[8,31,40,123,132,155,185,203],"soil":[9,19,33,79,125,157,179,217],"organic":[10],"matter":[11],"(OM)":[12],"content":[13,159],"and":[14,21,96,197,208,236],"calcium":[15],"carbonates":[16],"(CaCO3)":[17],"on":[18],"reflectance":[20,47,135,140,189],"select":[22,113],"optimum":[24],"spectral":[25,62,87,117,192,201],"bands":[26,202],"for":[27,215],"discriminating":[28],"between":[29,121,195,238],"topsoils":[30,122,239],"different":[32,124],"types":[34,126],"situated":[35,194],"in":[36,57,66,83,110,127,163,190,219,240],"irrigated":[38],"perimeter":[39],"Triffa":[42,221,242],"plain":[43],"(Morocco)":[44],"using":[45,69],"VIS-NIR":[46,228],"spectroscopy.":[48],"Soil":[49],"samples":[50,80,180],"were":[51,64,81,89,211],"collected":[52],"from":[53],"plow":[55],"layer":[56],"26":[58],"sampling":[59],"sites.":[60],"The":[61,86,130,153,200],"measurements":[63],"conducted":[65],"field":[68],"an":[70,231],"ASD":[71],"Fieldspec":[72],"portable":[73],"spectroradiometer":[74],"(350\u20132500":[75],"nm),":[76],"while":[77],"analyzed":[82,98],"laboratory.":[85],"data":[88],"pre-processed":[90],"remove":[92],"noise":[94],"effects":[95],"then":[97],"with":[99,145,181],"CovSel":[101],"(selected":[102],"covariance)":[103],"method,":[104],"validated":[105],"by":[106],"linear":[107],"discriminant":[108],"analysis":[109],"order":[111],"most":[115,213],"optimal":[116,214],"variables":[118],"discriminate":[120,237],"plain.":[129,222,243],"results":[131],"soils":[134,144],"curves":[136],"showed":[137],"that":[138,177,226],"low":[139],"intensity":[141],"marked":[142],"high":[146,183],"OM":[147,158],"contents":[148],"throughout":[149],"VIS":[151,165],"spectrum.":[152],"was":[160,175],"very":[161],"apparent":[162],"range":[166],"(between":[167],"580\u2013750":[168],"nm).":[169],"Regarding":[170],"CaCO3":[172,186],"content,":[173],"it":[174],"noted":[176],"a":[182],"percentage":[184],"increase":[187],"all":[191],"domains":[193],"350":[196],"2500":[198],"nm.":[199],"1999,":[204],"686,":[205],"1280,":[206],"2340":[207],"1951":[209],"nm":[210],"discrimination":[218],"concluded":[225],"spectroscopy":[229],"demonstrates":[230],"excellent":[232],"ability":[233],"characterize":[235]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2019-07-23T00:00:00"}
