{"id":"https://openalex.org/W4296569545","doi":"https://doi.org/10.3390/rs14174372","title":"Estimation of Soil Organic Carbon Content in Coastal Wetlands with Measured VIS-NIR Spectroscopy Using Optimized Support Vector Machines and Random Forests","display_name":"Estimation of Soil Organic Carbon Content in Coastal Wetlands with Measured VIS-NIR Spectroscopy Using Optimized Support Vector Machines and Random Forests","publication_year":2022,"publication_date":"2022-09-02","ids":{"openalex":"https://openalex.org/W4296569545","doi":"https://doi.org/10.3390/rs14174372"},"language":"en","primary_location":{"id":"doi:10.3390/rs14174372","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174372","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4372/pdf?version=1662605608","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/2072-4292/14/17/4372/pdf?version=1662605608","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009247981","display_name":"Jingru Song","orcid":"https://orcid.org/0000-0003-3355-191X"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingru Song","raw_affiliation_strings":["College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027415006","display_name":"Junhai Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhai Gao","raw_affiliation_strings":["Tangshan Branch, CCTEG Ecological Environment Technology Co., Ltd., Tangshan 063012, China"],"affiliations":[{"raw_affiliation_string":"Tangshan Branch, CCTEG Ecological Environment Technology Co., Ltd., Tangshan 063012, China","institution_ids":["https://openalex.org/I154341788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661532","display_name":"Yongbin Zhang","orcid":"https://orcid.org/0000-0002-0898-891X"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbin Zhang","raw_affiliation_strings":["College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101706238","display_name":"Fuping Li","orcid":"https://orcid.org/0000-0002-3192-0825"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuping Li","raw_affiliation_strings":["College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","Hebei Industrial Technology Institute of Mine Ecological Remediation, Tangshan 063210, China","Hebei Key Laboratory of Mining Development and Security Technology, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Hebei Industrial Technology Institute of Mine Ecological Remediation, Tangshan 063210, China","institution_ids":[]},{"raw_affiliation_string":"Hebei Key Laboratory of Mining Development and Security Technology, Tangshan 063210, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023199935","display_name":"Weidong Man","orcid":"https://orcid.org/0000-0003-1960-1976"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]},{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weidong Man","raw_affiliation_strings":["College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","Hebei Industrial Technology Institute of Mine Ecological Remediation, Tangshan 063210, China","Hebei Key Laboratory of Mining Development and Security Technology, Tangshan 063210, China","Tangshan Key Laboratory of Resources and Environmental Remote Sensing, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Hebei Industrial Technology Institute of Mine Ecological Remediation, Tangshan 063210, China","institution_ids":[]},{"raw_affiliation_string":"Hebei Key Laboratory of Mining Development and Security Technology, Tangshan 063210, China","institution_ids":[]},{"raw_affiliation_string":"Tangshan Key Laboratory of Resources and Environmental Remote Sensing, Tangshan 063210, China","institution_ids":["https://openalex.org/I154341788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100708627","display_name":"Mingyue Liu","orcid":"https://orcid.org/0000-0002-0503-3544"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]},{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyue Liu","raw_affiliation_strings":["College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","Hebei Industrial Technology Institute of Mine Ecological Remediation, Tangshan 063210, China","Hebei Key Laboratory of Mining Development and Security Technology, Tangshan 063210, China","Tangshan Key Laboratory of Resources and Environmental Remote Sensing, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Hebei Industrial Technology Institute of Mine Ecological Remediation, Tangshan 063210, China","institution_ids":[]},{"raw_affiliation_string":"Hebei Key Laboratory of Mining Development and Security Technology, Tangshan 063210, China","institution_ids":[]},{"raw_affiliation_string":"Tangshan Key Laboratory of Resources and Environmental Remote Sensing, Tangshan 063210, China","institution_ids":["https://openalex.org/I154341788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100339655","display_name":"Jinhua Wang","orcid":"https://orcid.org/0000-0002-9383-1895"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhua Wang","raw_affiliation_strings":["College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035538868","display_name":"Mengqian Li","orcid":"https://orcid.org/0000-0001-5305-8554"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]},{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengqian Li","raw_affiliation_strings":["College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","Tangshan Key Laboratory of Resources and Environmental Remote Sensing, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Tangshan Key Laboratory of Resources and Environmental Remote Sensing, Tangshan 063210, China","institution_ids":["https://openalex.org/I154341788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100782617","display_name":"Hao Zheng","orcid":"https://orcid.org/0000-0001-8120-1151"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zheng","raw_affiliation_strings":["College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102436211","display_name":"Yang Xiaowu","orcid":null},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowu Yang","raw_affiliation_strings":["College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023426527","display_name":"Chunjing Li","orcid":"https://orcid.org/0000-0002-4212-2386"},"institutions":[{"id":"https://openalex.org/I1793135","display_name":"Yanbian University","ror":"https://ror.org/039xnh269","country_code":"CN","type":"education","lineage":["https://openalex.org/I1793135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunjing Li","raw_affiliation_strings":["College of Geography and Ocean Sciences, Yanbian University, Yanji 133000, China"],"affiliations":[{"raw_affiliation_string":"College of Geography and Ocean Sciences, Yanbian University, Yanji 133000, China","institution_ids":["https://openalex.org/I1793135"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5023199935"],"corresponding_institution_ids":["https://openalex.org/I137506752","https://openalex.org/I154341788"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.549,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.93506896,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"14","issue":"17","first_page":"4372","last_page":"4372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9988999962806702,"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":0.9988999962806702,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9907000064849854,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9897000193595886,"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/soil-carbon","display_name":"Soil carbon","score":0.7268022298812866},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7088937759399414},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.659106969833374},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.6528733968734741},{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.5508133769035339},{"id":"https://openalex.org/keywords/soil-test","display_name":"Soil test","score":0.4574538767337799},{"id":"https://openalex.org/keywords/total-organic-carbon","display_name":"Total organic carbon","score":0.4461911618709564},{"id":"https://openalex.org/keywords/carbon-fibers","display_name":"Carbon fibers","score":0.42045295238494873},{"id":"https://openalex.org/keywords/environmental-chemistry","display_name":"Environmental chemistry","score":0.21295347809791565},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1758662462234497},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09403494000434875},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07866460084915161},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07286408543586731}],"concepts":[{"id":"https://openalex.org/C39464130","wikidata":"https://www.wikidata.org/wiki/Q7554898","display_name":"Soil carbon","level":3,"score":0.7268022298812866},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7088937759399414},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.659106969833374},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.6528733968734741},{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.5508133769035339},{"id":"https://openalex.org/C50516716","wikidata":"https://www.wikidata.org/wiki/Q877107","display_name":"Soil test","level":3,"score":0.4574538767337799},{"id":"https://openalex.org/C158787203","wikidata":"https://www.wikidata.org/wiki/Q900291","display_name":"Total organic carbon","level":2,"score":0.4461911618709564},{"id":"https://openalex.org/C140205800","wikidata":"https://www.wikidata.org/wiki/Q5860","display_name":"Carbon fibers","level":3,"score":0.42045295238494873},{"id":"https://openalex.org/C107872376","wikidata":"https://www.wikidata.org/wiki/Q321355","display_name":"Environmental chemistry","level":1,"score":0.21295347809791565},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1758662462234497},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09403494000434875},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07866460084915161},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07286408543586731},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14174372","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174372","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4372/pdf?version=1662605608","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:add8f2286998482384c78eb7bd676b47","is_oa":true,"landing_page_url":"https://doaj.org/article/add8f2286998482384c78eb7bd676b47","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 17, p 4372 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/17/4372/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14174372","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 17; Pages: 4372","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14174372","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174372","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4372/pdf?version=1662605608","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":[{"score":0.4300000071525574,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G2271629813","display_name":null,"funder_award_id":"D2022209005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2893024925","display_name":null,"funder_award_id":"41901375","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2976054924","display_name":null,"funder_award_id":"BS201825","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3648148719","display_name":null,"funder_award_id":"D2019209322","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3925667247","display_name":null,"funder_award_id":"0206KGST0005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4345801110","display_name":null,"funder_award_id":"20210203028SF","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4947875297","display_name":null,"funder_award_id":"BJ2020058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5554386934","display_name":null,"funder_award_id":"C20200103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5699707614","display_name":null,"funder_award_id":"BS201824","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6064915044","display_name":null,"funder_award_id":"42101393","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8093965985","display_name":null,"funder_award_id":"2020TS003b","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8208234086","display_name":null,"funder_award_id":"19150231E","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/W4296569545.pdf","grobid_xml":"https://content.openalex.org/works/W4296569545.grobid-xml"},"referenced_works_count":90,"referenced_works":["https://openalex.org/W1592341820","https://openalex.org/W1967814743","https://openalex.org/W1971824428","https://openalex.org/W1994145178","https://openalex.org/W2001693337","https://openalex.org/W2006534329","https://openalex.org/W2008667922","https://openalex.org/W2024141630","https://openalex.org/W2026511330","https://openalex.org/W2033275656","https://openalex.org/W2042170416","https://openalex.org/W2052903566","https://openalex.org/W2063907334","https://openalex.org/W2124605197","https://openalex.org/W2170149118","https://openalex.org/W2245710736","https://openalex.org/W2300837582","https://openalex.org/W2313039860","https://openalex.org/W2344101477","https://openalex.org/W2573228442","https://openalex.org/W2599078327","https://openalex.org/W2653815135","https://openalex.org/W2754473040","https://openalex.org/W2760334487","https://openalex.org/W2765937703","https://openalex.org/W2769190442","https://openalex.org/W2773146783","https://openalex.org/W2792209502","https://openalex.org/W2802435130","https://openalex.org/W2809704540","https://openalex.org/W2893301845","https://openalex.org/W2896199298","https://openalex.org/W2900379892","https://openalex.org/W2901758381","https://openalex.org/W2912648180","https://openalex.org/W2917143309","https://openalex.org/W2951251697","https://openalex.org/W2953212237","https://openalex.org/W2962829974","https://openalex.org/W2966346097","https://openalex.org/W2979490443","https://openalex.org/W3006297495","https://openalex.org/W3011780324","https://openalex.org/W3031948869","https://openalex.org/W3034145195","https://openalex.org/W3084596154","https://openalex.org/W3087149707","https://openalex.org/W3091161885","https://openalex.org/W3091645289","https://openalex.org/W3092478740","https://openalex.org/W3098933642","https://openalex.org/W3116354113","https://openalex.org/W3121066934","https://openalex.org/W3130019637","https://openalex.org/W3139044006","https://openalex.org/W3139383772","https://openalex.org/W3155886690","https://openalex.org/W3174178599","https://openalex.org/W3193222879","https://openalex.org/W3198945375","https://openalex.org/W3199060321","https://openalex.org/W3199382783","https://openalex.org/W3212133479","https://openalex.org/W3214878535","https://openalex.org/W3217144359","https://openalex.org/W4205617034","https://openalex.org/W4212939981","https://openalex.org/W4220765591","https://openalex.org/W4220781299","https://openalex.org/W4221025439","https://openalex.org/W4223479011","https://openalex.org/W4224140565","https://openalex.org/W4225010471","https://openalex.org/W4225310613","https://openalex.org/W4225325457","https://openalex.org/W4226053419","https://openalex.org/W4226188187","https://openalex.org/W4229443197","https://openalex.org/W4246847052","https://openalex.org/W4280580217","https://openalex.org/W4280597024","https://openalex.org/W4281670228","https://openalex.org/W4281707131","https://openalex.org/W4281782729","https://openalex.org/W4283583837","https://openalex.org/W4283738166","https://openalex.org/W4283744260","https://openalex.org/W4283814285","https://openalex.org/W6774634495","https://openalex.org/W6809808475"],"related_works":["https://openalex.org/W2244607951","https://openalex.org/W4205948692","https://openalex.org/W2363666141","https://openalex.org/W2378687064","https://openalex.org/W2359706982","https://openalex.org/W2393054718","https://openalex.org/W2389393983","https://openalex.org/W2762168591","https://openalex.org/W2946058682","https://openalex.org/W3091945702"],"abstract_inverted_index":{"Coastal":[0],"wetland":[1],"soil":[2,25,30,37,51,184,287],"organic":[3,26,178],"carbon":[4,13,27,179,285],"(CW-SOC)":[5],"is":[6,16,116,126,164,197,211,233,254],"crucial":[7],"for":[8,283],"both":[9],"\u201cblue":[10],"carbon\u201d":[11],"and":[12,46,52,69,86,100,119,154,173,216,218,247,268,279,291],"sequestration.":[14],"It":[15],"of":[17,24,35,58,89,112,123,131,151,161,170,182,194,229,239,250,260,273,294],"great":[18],"significance":[19],"to":[20,82],"understand":[21],"the":[22,84,87,90,97,120,135,148,158,167,187,191,198,201,208,219,230,240,248,251,261,276,284],"content":[23,111,122,278],"(SOC)":[28],"in":[29,141,147,166],"resource":[31],"management.":[32],"A":[33],"total":[34],"133":[36],"samples":[38],"were":[39,47],"evaluated":[40],"using":[41,62],"an":[42],"indoor":[43],"spectral":[44,149,159,168],"curve":[45],"categorized":[48],"into":[49],"silty":[50,124,142,183],"sandy":[53,132,162],"soil.":[54],"The":[55,75,104,109,177,227],"prediction":[56,92,180],"model":[57,181,232,253],"CW-SOC":[59,277],"was":[60,80,102],"established":[61],"optimized":[63,70],"support":[64,241,282],"vector":[65,242],"machine":[66,243],"regression":[67,73,244,264],"(OSVR)":[68],"random":[71,262],"forest":[72,263],"(ORFR).":[74],"Leave-One-Out":[76],"Cross-Validation":[77],"(LOO-CV)":[78],"method":[79,189],"used":[81],"verify":[83],"model,":[85,246],"performance":[88,228,249],"two":[91],"models,":[93],"as":[94,96,204,206,222,224],"well":[95],"models\u2019":[98],"stability":[99],"uncertainty,":[101],"examined.":[103],"results":[105],"show":[106],"that":[107,130,238,259],"(1)":[108],"SOC":[110,121,140],"different":[113],"coastal":[114,295],"wetlands":[115],"significantly":[117],"different,":[118],"soils":[125,143,163],"about":[127,234,255],"1.8":[128],"times":[129],"soils.":[133],"Moreover,":[134],"characteristic":[136],"wavelengths":[137],"associated":[138],"with":[139,200],"are":[144,270],"mainly":[145],"concentrated":[146,165],"range":[150,160,169],"500\u20131000":[152],"nm":[153,172],"1900\u20132400":[155],"nm,":[156],"while":[157],"600\u20131400":[171],"1700\u20132400":[174],"nm.":[175],"(2)":[176],"based":[185],"on":[186],"OSVR":[188,231,267],"under":[190],"first-order":[192],"differential":[193],"reflectance":[195],"(R\u2032)":[196],"best,":[199],"Adjusted-R2":[202],"value":[203,210,221],"high":[205],"0.78,":[207],"RPD":[209],"much":[212],"greater":[213],"than":[214,237,258],"2.0":[215],"5.07,":[217],"RMSE":[220],"low":[223],"0.07.":[225],"(3)":[226],"15~30%":[235],"higher":[236,257],"(SVR)":[245],"ORFR":[252,269],"3~5%":[256],"(RFR)":[265],"model.":[266],"better":[271],"methods":[272],"accurately":[274],"predicting":[275],"provide":[280],"data":[281],"cycle,":[286],"conservation,":[288],"plant":[289],"growth,":[290],"environmental":[292],"protection":[293],"wetlands.":[296]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}