{"id":"https://openalex.org/W4287840570","doi":"https://doi.org/10.3390/rs14153510","title":"Quantitative Study of the Effect of Water Content on Soil Texture Parameters and Organic Matter Using Proximal Visible\u2014Near Infrared Spectroscopy","display_name":"Quantitative Study of the Effect of Water Content on Soil Texture Parameters and Organic Matter Using Proximal Visible\u2014Near Infrared Spectroscopy","publication_year":2022,"publication_date":"2022-07-22","ids":{"openalex":"https://openalex.org/W4287840570","doi":"https://doi.org/10.3390/rs14153510"},"language":"en","primary_location":{"id":"doi:10.3390/rs14153510","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14153510","pdf_url":"https://www.mdpi.com/2072-4292/14/15/3510/pdf?version=1658481742","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/15/3510/pdf?version=1658481742","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089175260","display_name":"Anas El Alem","orcid":"https://orcid.org/0000-0002-8570-2110"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Anas El Alem","raw_affiliation_strings":["Eau Terre Environnement, INRS, 490 rue de la Couronne, Quebec City, QC G1K 9A9, Canada"],"affiliations":[{"raw_affiliation_string":"Eau Terre Environnement, INRS, 490 rue de la Couronne, Quebec City, QC G1K 9A9, Canada","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039200123","display_name":"Amal Hmaissia","orcid":null},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amal Hmaissia","raw_affiliation_strings":["BioEngine Research Team on Green Process Engineering and Biorefineries, Chemical Engineering Department, Universit\u00e9 Laval, Pavillon Adrien-Pouliot 1065, av. de la M\u00e9decine, Quebec City, QC G1V 0A6, Canada"],"affiliations":[{"raw_affiliation_string":"BioEngine Research Team on Green Process Engineering and Biorefineries, Chemical Engineering Department, Universit\u00e9 Laval, Pavillon Adrien-Pouliot 1065, av. de la M\u00e9decine, Quebec City, QC G1V 0A6, Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063580106","display_name":"Karem Chokmani","orcid":"https://orcid.org/0000-0003-0018-0761"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Karem Chokmani","raw_affiliation_strings":["BioEngine Research Team on Green Process Engineering and Biorefineries, Chemical Engineering Department, Universit\u00e9 Laval, Pavillon Adrien-Pouliot 1065, av. de la M\u00e9decine, Quebec City, QC G1V 0A6, Canada"],"affiliations":[{"raw_affiliation_string":"BioEngine Research Team on Green Process Engineering and Biorefineries, Chemical Engineering Department, Universit\u00e9 Laval, Pavillon Adrien-Pouliot 1065, av. de la M\u00e9decine, Quebec City, QC G1V 0A6, Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109178457","display_name":"Athyna N. Cambouris","orcid":null},"institutions":[{"id":"https://openalex.org/I1331897569","display_name":"Agriculture and Agri-Food Canada","ror":"https://ror.org/051dzs374","country_code":"CA","type":"government","lineage":["https://openalex.org/I1331897569","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I4390039309","display_name":"Quebec Research and Development Centre","ror":"https://ror.org/01xgv8v73","country_code":null,"type":"facility","lineage":["https://openalex.org/I1331897569","https://openalex.org/I2802286613","https://openalex.org/I4390039309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Athyna N. Cambouris","raw_affiliation_strings":["Agriculture and Agri-Food Canada, Quebec Research and Development Centre, Quebec City, QC G1V 2J3, Canada"],"affiliations":[{"raw_affiliation_string":"Agriculture and Agri-Food Canada, Quebec Research and Development Centre, Quebec City, QC G1V 2J3, Canada","institution_ids":["https://openalex.org/I1331897569","https://openalex.org/I4390039309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089175260"],"corresponding_institution_ids":["https://openalex.org/I39481719"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.4257,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.54957713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"15","first_page":"3510","last_page":"3510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9991999864578247,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9991999864578247,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9904000163078308,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/silt","display_name":"Silt","score":0.7775470018386841},{"id":"https://openalex.org/keywords/soil-texture","display_name":"Soil texture","score":0.707305371761322},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.6306071281433105},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5882284045219421},{"id":"https://openalex.org/keywords/soil-test","display_name":"Soil test","score":0.5426613688468933},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.48864465951919556},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.47778424620628357},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.46384552121162415},{"id":"https://openalex.org/keywords/soil-organic-matter","display_name":"Soil organic matter","score":0.4563167989253998},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.4554980397224426},{"id":"https://openalex.org/keywords/organic-matter","display_name":"Organic matter","score":0.4408082067966461},{"id":"https://openalex.org/keywords/spectroscopy","display_name":"Spectroscopy","score":0.42814749479293823},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2821558117866516},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.20874732732772827},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19235199689865112},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16132640838623047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1378052830696106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09507989883422852},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06266862154006958}],"concepts":[{"id":"https://openalex.org/C161222754","wikidata":"https://www.wikidata.org/wiki/Q270699","display_name":"Silt","level":2,"score":0.7775470018386841},{"id":"https://openalex.org/C175963888","wikidata":"https://www.wikidata.org/wiki/Q5026010","display_name":"Soil texture","level":3,"score":0.707305371761322},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.6306071281433105},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5882284045219421},{"id":"https://openalex.org/C50516716","wikidata":"https://www.wikidata.org/wiki/Q877107","display_name":"Soil test","level":3,"score":0.5426613688468933},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.48864465951919556},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.47778424620628357},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46384552121162415},{"id":"https://openalex.org/C182124840","wikidata":"https://www.wikidata.org/wiki/Q1154759","display_name":"Soil organic matter","level":3,"score":0.4563167989253998},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.4554980397224426},{"id":"https://openalex.org/C48743137","wikidata":"https://www.wikidata.org/wiki/Q1783121","display_name":"Organic matter","level":2,"score":0.4408082067966461},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.42814749479293823},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2821558117866516},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.20874732732772827},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19235199689865112},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16132640838623047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1378052830696106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09507989883422852},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06266862154006958},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs14153510","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14153510","pdf_url":"https://www.mdpi.com/2072-4292/14/15/3510/pdf?version=1658481742","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8cb2adca125c48ca82c92ab70e9985f1","is_oa":true,"landing_page_url":"https://doaj.org/article/8cb2adca125c48ca82c92ab70e9985f1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 15, p 3510 (2022)","raw_type":"article"},{"id":"pmh:oai:espace.inrs.ca:13309","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400579","display_name":"EspaceINRS (National Institute for Scientific Research (Canada))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39481719","host_organization_name":"Institut National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I39481719"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/15/3510/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14153510","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 15; Pages: 3510","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14153510","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14153510","pdf_url":"https://www.mdpi.com/2072-4292/14/15/3510/pdf?version=1658481742","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4287840570.pdf","grobid_xml":"https://content.openalex.org/works/W4287840570.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1511906428","https://openalex.org/W1877350092","https://openalex.org/W1985518702","https://openalex.org/W1995945562","https://openalex.org/W2011002179","https://openalex.org/W2018194343","https://openalex.org/W2020618463","https://openalex.org/W2033904036","https://openalex.org/W2047199896","https://openalex.org/W2059910620","https://openalex.org/W2073503722","https://openalex.org/W2089389000","https://openalex.org/W2101461477","https://openalex.org/W2127218421","https://openalex.org/W2146285661","https://openalex.org/W2217663814","https://openalex.org/W2239769703","https://openalex.org/W2336452334","https://openalex.org/W2487770199","https://openalex.org/W2602766315","https://openalex.org/W2746309518","https://openalex.org/W2901663058","https://openalex.org/W3018126589","https://openalex.org/W3039940552","https://openalex.org/W3099514962","https://openalex.org/W6722898811","https://openalex.org/W6756969985","https://openalex.org/W7073658335"],"related_works":["https://openalex.org/W4321637579","https://openalex.org/W2363661002","https://openalex.org/W2764030852","https://openalex.org/W3012363082","https://openalex.org/W4256450932","https://openalex.org/W3049467578","https://openalex.org/W2470299584","https://openalex.org/W2391742277","https://openalex.org/W2126440486","https://openalex.org/W3213377110"],"abstract_inverted_index":{"Continuous":[0],"monitoring":[1],"of":[2,62,67,105,131,187,220,231],"soil":[3,28,39,68,88,138,190,221],"quality":[4],"is":[5,195],"a":[6,21,34,102,181],"challenging":[7],"task":[8],"in":[9,19,83,96,184],"agricultural":[10],"activity.":[11],"To":[12,127],"meet":[13],"this":[14,42],"need,":[15],"scientists":[16],"have":[17],"succeeded":[18],"developing":[20],"quick":[22],"and":[23,73,75,118,141,144,160,177,198,205,236,246],"inexpensive":[24],"method":[25,36,43],"to":[26,46,58,112],"characterize":[27],"properties.":[29],"Thus,":[30],"spectroscopy":[31,116],"has":[32],"become":[33],"promising":[35],"for":[37],"quantifying":[38],"parameters.":[40],"However,":[41],"remains":[44],"sensitive":[45],"several":[47],"factors":[48],"such":[49],"as":[50],"water":[51],"content":[52],"(WC).":[53],"The":[54,99,214],"present":[55],"study":[56,215],"aims":[57],"quantify":[59,128],"the":[60,65,84,94,129,154,161,185,193,212],"effect":[61,130],"WC":[63,95,106,147,194],"on":[64,86,107,137],"estimation":[66,242],"texture":[69,139,222],"parameters":[70,140,223],"(sand,":[71],"silt,":[72],"clay)":[74],"organic":[76],"matter":[77],"(OM)":[78],"using":[79,153,165,224],"spectroscopy.":[80],"Reflectance":[81],"measurements":[82],"laboratory":[85],"68":[87],"samples":[89],"were":[90,135,200,207],"performed":[91,136,152],"by":[92,211],"varying":[93],"each":[97],"sample.":[98],"analysis":[100],"revealed":[101],"significant":[103],"influence":[104],"spectra":[108,120],"acquired":[109],"from":[110],"visible":[111],"near":[113],"infrared":[114],"(V/NIR)":[115],"data":[117,226],"that":[119,218],"can":[121],"be":[122],"divided":[123],"into":[124,148],"two":[125],"classes.":[126],"WC,":[132],"calibration/validation":[133],"steps":[134],"OM":[142,199,241],"with":[143],"without":[145],"taking":[146],"account.":[149],"Calibration":[150],"was":[151,163],"partial":[155],"least":[156],"square":[157],"regression":[158],"algorithm,":[159],"validation":[162],"assessed":[164],"four":[166],"statistical":[167],"evaluation":[168],"indices":[169],"(R2,":[170],"Nash":[171,237,247],"criterion":[172],"(Nash),":[173],"root-mean-square":[174],"error":[175],"(RMSE),":[176],"BIAS).":[178],"Results":[179],"showed":[180],"systematic":[182],"increase":[183],"accuracy":[186,232],"all":[188],"studied":[189],"particles":[191],"when":[192],"considered.":[196],"Clay":[197],"less":[201],"influenced,":[202],"while":[203],"silt":[204],"sand":[206],"much":[208],"more":[209],"influenced":[210],"WC.":[213],"also":[216],"highlighted":[217],"estimates":[219],"V/NIR":[225],"achieved":[227],"relatively":[228],"higher":[229],"levels":[230],"(R2":[233,243],"&gt;":[234,238],"0.80":[235],"0.80)":[239],"than":[240],"=":[244,248],"0.83":[245],"0.78).":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-07-26T00:00:00"}
