{"id":"https://openalex.org/W2995545753","doi":"https://doi.org/10.3390/rs11242947","title":"Soil Organic Carbon Mapping Using Multispectral Remote Sensing Data: Prediction Ability of Data with Different Spatial and Spectral Resolutions","display_name":"Soil Organic Carbon Mapping Using Multispectral Remote Sensing Data: Prediction Ability of Data with Different Spatial and Spectral Resolutions","publication_year":2019,"publication_date":"2019-12-09","ids":{"openalex":"https://openalex.org/W2995545753","doi":"https://doi.org/10.3390/rs11242947","mag":"2995545753"},"language":"en","primary_location":{"id":"doi:10.3390/rs11242947","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11242947","pdf_url":"https://www.mdpi.com/2072-4292/11/24/2947/pdf?version=1575895550","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/2072-4292/11/24/2947/pdf?version=1575895550","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058396832","display_name":"Daniel \u017d\u00ed\u017eala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147730","display_name":"V\u00fdzkumn\u00fd \u00fastav monitoringu a ochrany p\u016fdy, v. v. i.","ror":"https://ror.org/045rrq664","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I4210147730"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Daniel \u017d\u00ed\u017eala","raw_affiliation_strings":["Research Institute for Soil and Water Conservation, \u017dabov\u0159esk\u00e1 250, CZ 156 27 Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Research Institute for Soil and Water Conservation, \u017dabov\u0159esk\u00e1 250, CZ 156 27 Prague, Czech Republic","institution_ids":["https://openalex.org/I4210147730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023282235","display_name":"Robert Mina\u0159\u00edk","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147730","display_name":"V\u00fdzkumn\u00fd \u00fastav monitoringu a ochrany p\u016fdy, v. v. i.","ror":"https://ror.org/045rrq664","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I4210147730"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Robert Mina\u0159\u00edk","raw_affiliation_strings":["Research Institute for Soil and Water Conservation, \u017dabov\u0159esk\u00e1 250, CZ 156 27 Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Research Institute for Soil and Water Conservation, \u017dabov\u0159esk\u00e1 250, CZ 156 27 Prague, Czech Republic","institution_ids":["https://openalex.org/I4210147730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007316204","display_name":"Tereza Z\u00e1dorov\u00e1","orcid":"https://orcid.org/0000-0002-5541-2155"},"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":"Tereza Z\u00e1dorov\u00e1","raw_affiliation_strings":["Department of Soil Science and Soil Protection, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kam\u00fdck\u00e1 129, CZ 165 00 Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Soil Science and Soil Protection, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kam\u00fdck\u00e1 129, CZ 165 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I205984670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058396832"],"corresponding_institution_ids":["https://openalex.org/I4210147730"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.1801,"has_fulltext":true,"cited_by_count":124,"citation_normalized_percentile":{"value":0.97256669,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"11","issue":"24","first_page":"2947","last_page":"2947"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9965999722480774,"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":0.9930999875068665,"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/multispectral-image","display_name":"Multispectral image","score":0.8541160821914673},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8438098430633545},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.8240125179290771},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.537561297416687},{"id":"https://openalex.org/keywords/multispectral-pattern-recognition","display_name":"Multispectral pattern recognition","score":0.47541338205337524},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4595119059085846},{"id":"https://openalex.org/keywords/reference-data","display_name":"Reference data","score":0.4591801166534424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3555666208267212},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1483093798160553},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1316772699356079}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8541160821914673},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8438098430633545},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.8240125179290771},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.537561297416687},{"id":"https://openalex.org/C104541649","wikidata":"https://www.wikidata.org/wiki/Q6935090","display_name":"Multispectral pattern recognition","level":3,"score":0.47541338205337524},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4595119059085846},{"id":"https://openalex.org/C60478076","wikidata":"https://www.wikidata.org/wiki/Q3036835","display_name":"Reference data","level":2,"score":0.4591801166534424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3555666208267212},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1483093798160553},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1316772699356079},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs11242947","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11242947","pdf_url":"https://www.mdpi.com/2072-4292/11/24/2947/pdf?version=1575895550","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:mdpi.com:/2072-4292/11/24/2947/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11242947","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 11; Issue 24; Pages: 2947","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11242947","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11242947","pdf_url":"https://www.mdpi.com/2072-4292/11/24/2947/pdf?version=1575895550","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":[{"id":"https://metadata.un.org/sdg/15","score":0.75,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G2497739529","display_name":null,"funder_award_id":"QK1820389","funder_id":"https://openalex.org/F4320323938","funder_display_name":"Ministerstvo Zem\u011bd\u011blstv\u00ed"},{"id":"https://openalex.org/G4495158547","display_name":null,"funder_award_id":"MZE-RO2018","funder_id":"https://openalex.org/F4320323938","funder_display_name":"Ministerstvo Zem\u011bd\u011blstv\u00ed"},{"id":"https://openalex.org/G5279279775","display_name":null,"funder_award_id":"QK1720289","funder_id":"https://openalex.org/F4320323938","funder_display_name":"Ministerstvo Zem\u011bd\u011blstv\u00ed"},{"id":"https://openalex.org/G7935909061","display_name":null,"funder_award_id":"17-27726S","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"}],"funders":[{"id":"https://openalex.org/F4320321006","display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky","ror":"https://ror.org/01pv73b02"},{"id":"https://openalex.org/F4320323938","display_name":"Ministerstvo Zem\u011bd\u011blstv\u00ed","ror":"https://ror.org/049wftm75"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2995545753.pdf","grobid_xml":"https://content.openalex.org/works/W2995545753.grobid-xml"},"referenced_works_count":98,"referenced_works":["https://openalex.org/W225220184","https://openalex.org/W322910175","https://openalex.org/W890974504","https://openalex.org/W1027444694","https://openalex.org/W1560724230","https://openalex.org/W1563088657","https://openalex.org/W1592341820","https://openalex.org/W1606445564","https://openalex.org/W1776244730","https://openalex.org/W1894940466","https://openalex.org/W1952482716","https://openalex.org/W1963664648","https://openalex.org/W1969655639","https://openalex.org/W1978675740","https://openalex.org/W1984100396","https://openalex.org/W1986109834","https://openalex.org/W1987362880","https://openalex.org/W1990031785","https://openalex.org/W2001811464","https://openalex.org/W2006348173","https://openalex.org/W2011551841","https://openalex.org/W2013725197","https://openalex.org/W2023312901","https://openalex.org/W2024339093","https://openalex.org/W2026961403","https://openalex.org/W2027244875","https://openalex.org/W2033866247","https://openalex.org/W2035503521","https://openalex.org/W2039908035","https://openalex.org/W2051529402","https://openalex.org/W2052332381","https://openalex.org/W2052903566","https://openalex.org/W2054325787","https://openalex.org/W2054681322","https://openalex.org/W2060794423","https://openalex.org/W2070490655","https://openalex.org/W2073503722","https://openalex.org/W2073858026","https://openalex.org/W2080545724","https://openalex.org/W2088926308","https://openalex.org/W2089694438","https://openalex.org/W2098740392","https://openalex.org/W2101507827","https://openalex.org/W2103766443","https://openalex.org/W2104005885","https://openalex.org/W2104603033","https://openalex.org/W2116395914","https://openalex.org/W2127168331","https://openalex.org/W2143426320","https://openalex.org/W2148467068","https://openalex.org/W2150853822","https://openalex.org/W2153815449","https://openalex.org/W2156909104","https://openalex.org/W2311259158","https://openalex.org/W2322799392","https://openalex.org/W2325039341","https://openalex.org/W2328779558","https://openalex.org/W2344328155","https://openalex.org/W2346648187","https://openalex.org/W2388662222","https://openalex.org/W2415808126","https://openalex.org/W2479108750","https://openalex.org/W2484762992","https://openalex.org/W2547268326","https://openalex.org/W2553098551","https://openalex.org/W2566087511","https://openalex.org/W2605847660","https://openalex.org/W2613126452","https://openalex.org/W2754508630","https://openalex.org/W2766579993","https://openalex.org/W2768913388","https://openalex.org/W2774152043","https://openalex.org/W2793604277","https://openalex.org/W2799759245","https://openalex.org/W2807946253","https://openalex.org/W2884571987","https://openalex.org/W2885606789","https://openalex.org/W2893324711","https://openalex.org/W2894569595","https://openalex.org/W2905192710","https://openalex.org/W2911964244","https://openalex.org/W2923714778","https://openalex.org/W2924482122","https://openalex.org/W2953121833","https://openalex.org/W2962274534","https://openalex.org/W2972409120","https://openalex.org/W2987883775","https://openalex.org/W4237972864","https://openalex.org/W4399577592","https://openalex.org/W6663294077","https://openalex.org/W6665798129","https://openalex.org/W6674797179","https://openalex.org/W6701202513","https://openalex.org/W6721557519","https://openalex.org/W6739388281","https://openalex.org/W6743828542","https://openalex.org/W6765692331","https://openalex.org/W6769764061"],"related_works":["https://openalex.org/W1987483041","https://openalex.org/W2988577871","https://openalex.org/W4205174160","https://openalex.org/W2128126485","https://openalex.org/W4382563209","https://openalex.org/W2124952510","https://openalex.org/W2018850895","https://openalex.org/W2777937183","https://openalex.org/W2022304901","https://openalex.org/W4391030644"],"abstract_inverted_index":{"The":[0,90,108,174,213],"image":[1,139],"spectral":[2,36],"data,":[3,6,124,181],"particularly":[4],"hyperspectral":[5,46,146,205,241],"has":[7],"been":[8],"proven":[9],"as":[10,155],"an":[11,69,262],"efficient":[12],"data":[13,28,37,84,142,152,206,242,248,259,265],"source":[14,266],"for":[15,221,267],"mapping":[16,236,270],"of":[17,21,35,45,63,71,75,104,134,177],"the":[18,60,72,101,132,164,171,201,230,234,240,272],"spatial":[19,61,231],"variability":[20],"soil":[22,136],"organic":[23],"carbon":[24],"(SOC).":[25],"Multispectral":[26],"satellite":[27,118,257],"are":[29],"readily":[30],"available":[31,256],"and":[32,41,114,122,125,149,163,227,243,254],"cost-effective":[33,264],"sources":[34],"compared":[38,199],"to":[39,53,191,197,200],"costly":[40],"technically":[42],"demanding":[43],"processing":[44],"data.":[47,130],"Moreover,":[48],"their":[49],"continuous":[50],"acquisition":[51],"allows":[52],"develop":[54],"a":[55,95,135,156],"composite":[56,138],"from":[57,85,140,189,195,239],"time-series,":[58],"increasing":[59],"coverage":[62],"SOC":[64,78,269],"maps.":[65],"In":[66],"this":[67],"study,":[68],"evaluation":[70],"prediction":[73,175,219],"ability":[74],"models":[76,178],"assessing":[77],"using":[79,117,179,204,246],"real":[80],"multispectral":[81,119,126,180,247,258],"remote":[82,268],"sensing":[83],"different":[86],"platforms":[87],"was":[88,92,143,153,185,249],"performed.":[89],"study":[91,96],"conducted":[93],"on":[94,271],"plot":[97],"(1.45":[98],"km2)":[99],"in":[100,170],"Chernozem":[102],"region":[103],"South":[105],"Moravia":[106],"(Czechia).":[107],"adopted":[109],"methods":[110],"included":[111],"field":[112],"sampling":[113],"predictive":[115,172],"modeling":[116],"Sentinel-2,":[120],"Landsat-8,":[121,226],"PlanetScope":[123],"UAS":[127,252],"Parrot":[128],"Sequoia":[129],"Furthermore,":[131],"performance":[133],"reflectance":[137],"Sentinel-2":[141,183],"analyzed.":[144],"Aerial":[145],"CASI":[147],"1500":[148],"SASI":[150],"600":[151],"used":[154],"reference.":[157],"Random":[158],"forest,":[159],"support":[160],"vector":[161],"machine,":[162],"cubist":[165],"regression":[166],"technique":[167],"were":[168],"applied":[169],"modeling.":[173],"accuracy":[176,220],"including":[182],"composite,":[184],"lower":[186],"(RPD":[187,207],"range":[188,194],"1.16":[190],"1.65;":[192],"RPIQ":[193,210],"1.53":[196],"2.17)":[198],"reference":[202,235],"model":[203],"=":[208,211],"2.26;":[209],"3.34).":[212],"obtained":[214,238],"results":[215,237],"show":[216],"very":[217],"similar":[218],"all":[222],"spaceborne":[223],"sensors":[224,253],"(Sentinel-2,":[225],"PlanetScope).":[228],"However,":[229],"correlation":[232],"between":[233],"other":[244],"maps":[245],"moderately":[250],"strong.":[251],"freely":[255],"can":[260],"represent":[261],"alternative":[263],"local":[273],"scale.":[274]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":5}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}