{"id":"https://openalex.org/W4283755140","doi":"https://doi.org/10.3390/rs14133145","title":"An Ultra-Resolution Features Extraction Suite for Community-Level Vegetation Differentiation and Mapping at a Sub-Meter Resolution","display_name":"An Ultra-Resolution Features Extraction Suite for Community-Level Vegetation Differentiation and Mapping at a Sub-Meter Resolution","publication_year":2022,"publication_date":"2022-06-30","ids":{"openalex":"https://openalex.org/W4283755140","doi":"https://doi.org/10.3390/rs14133145"},"language":"en","primary_location":{"id":"doi:10.3390/rs14133145","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14133145","pdf_url":"https://www.mdpi.com/2072-4292/14/13/3145/pdf?version=1656658894","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/2072-4292/14/13/3145/pdf?version=1656658894","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054495139","display_name":"Ram C. Sharma","orcid":"https://orcid.org/0000-0001-5706-4417"},"institutions":[{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ram C. Sharma","raw_affiliation_strings":["Department of Informatics, Tokyo University of Information Sciences, 4-1 Onaridai, Wakaba-ku, Chiba 265-8501, Japan"],"raw_orcid":"https://orcid.org/0000-0001-5706-4417","affiliations":[{"raw_affiliation_string":"Department of Informatics, Tokyo University of Information Sciences, 4-1 Onaridai, Wakaba-ku, Chiba 265-8501, Japan","institution_ids":["https://openalex.org/I14396692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054495139"],"corresponding_institution_ids":["https://openalex.org/I14396692"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6776,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70817519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"14","issue":"13","first_page":"3145","last_page":"3145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.7978348731994629},{"id":"https://openalex.org/keywords/panchromatic-film","display_name":"Panchromatic film","score":0.652780294418335},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.5815908908843994},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5776624083518982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5433318614959717},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.48190099000930786},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.48173120617866516},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.42163437604904175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3854306936264038},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2102189064025879},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16643723845481873},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.08602163195610046}],"concepts":[{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.7978348731994629},{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.652780294418335},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.5815908908843994},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5776624083518982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5433318614959717},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.48190099000930786},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.48173120617866516},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.42163437604904175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3854306936264038},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2102189064025879},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16643723845481873},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.08602163195610046},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14133145","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14133145","pdf_url":"https://www.mdpi.com/2072-4292/14/13/3145/pdf?version=1656658894","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:708f1f3b7a47462587ee5c61df8eba0e","is_oa":true,"landing_page_url":"https://doaj.org/article/708f1f3b7a47462587ee5c61df8eba0e","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,"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":"Remote Sensing, Vol 14, Iss 13, p 3145 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/13/3145/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14133145","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14133145","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14133145","pdf_url":"https://www.mdpi.com/2072-4292/14/13/3145/pdf?version=1656658894","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":0.7699999809265137,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283755140.pdf","grobid_xml":"https://content.openalex.org/works/W4283755140.grobid-xml"},"referenced_works_count":121,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W1683156614","https://openalex.org/W1964217023","https://openalex.org/W1967374687","https://openalex.org/W1980378639","https://openalex.org/W1986609320","https://openalex.org/W1989304191","https://openalex.org/W1993183238","https://openalex.org/W1994668970","https://openalex.org/W2000102737","https://openalex.org/W2002193710","https://openalex.org/W2004243874","https://openalex.org/W2004553299","https://openalex.org/W2013183096","https://openalex.org/W2017726567","https://openalex.org/W2024339093","https://openalex.org/W2036389990","https://openalex.org/W2044465660","https://openalex.org/W2046294536","https://openalex.org/W2049979512","https://openalex.org/W2052331316","https://openalex.org/W2056435747","https://openalex.org/W2064691232","https://openalex.org/W2069909001","https://openalex.org/W2072895218","https://openalex.org/W2075046504","https://openalex.org/W2084744129","https://openalex.org/W2086087329","https://openalex.org/W2086620533","https://openalex.org/W2089302756","https://openalex.org/W2096502169","https://openalex.org/W2097492507","https://openalex.org/W2099456253","https://openalex.org/W2111947859","https://openalex.org/W2113410727","https://openalex.org/W2131788804","https://openalex.org/W2146293585","https://openalex.org/W2153384129","https://openalex.org/W2157675604","https://openalex.org/W2163363072","https://openalex.org/W2166908116","https://openalex.org/W2171979590","https://openalex.org/W2175013224","https://openalex.org/W2194751616","https://openalex.org/W2206762869","https://openalex.org/W2241715985","https://openalex.org/W2295598076","https://openalex.org/W2326283413","https://openalex.org/W2328565910","https://openalex.org/W2344832646","https://openalex.org/W2529902503","https://openalex.org/W2554226309","https://openalex.org/W2569479441","https://openalex.org/W2604808181","https://openalex.org/W2611038488","https://openalex.org/W2617056706","https://openalex.org/W2617074098","https://openalex.org/W2650011260","https://openalex.org/W2750497991","https://openalex.org/W2751786729","https://openalex.org/W2753836765","https://openalex.org/W2793011121","https://openalex.org/W2793927960","https://openalex.org/W2800549299","https://openalex.org/W2802685919","https://openalex.org/W2804043600","https://openalex.org/W2807914609","https://openalex.org/W2875965992","https://openalex.org/W2883454019","https://openalex.org/W2898446904","https://openalex.org/W2902947195","https://openalex.org/W2907648650","https://openalex.org/W2911261286","https://openalex.org/W2911964244","https://openalex.org/W2916848715","https://openalex.org/W2945340818","https://openalex.org/W2956159545","https://openalex.org/W2970113456","https://openalex.org/W2972310473","https://openalex.org/W2983282267","https://openalex.org/W2989983865","https://openalex.org/W2990387227","https://openalex.org/W3011587468","https://openalex.org/W3012058750","https://openalex.org/W3014372673","https://openalex.org/W3021411227","https://openalex.org/W3022522044","https://openalex.org/W3034612636","https://openalex.org/W3036119463","https://openalex.org/W3087600904","https://openalex.org/W3099291101","https://openalex.org/W3119605326","https://openalex.org/W3121069613","https://openalex.org/W3121473250","https://openalex.org/W3134088155","https://openalex.org/W3153174914","https://openalex.org/W3155356857","https://openalex.org/W3174745900","https://openalex.org/W3180781590","https://openalex.org/W3191875963","https://openalex.org/W3207697852","https://openalex.org/W3210360026","https://openalex.org/W3215322926","https://openalex.org/W4200474535","https://openalex.org/W4205429872","https://openalex.org/W4210536186","https://openalex.org/W4210788561","https://openalex.org/W4210925976","https://openalex.org/W4212905630","https://openalex.org/W4221111537","https://openalex.org/W4280638225","https://openalex.org/W4319289039","https://openalex.org/W6636950212","https://openalex.org/W6651509788","https://openalex.org/W6663476391","https://openalex.org/W6674653669","https://openalex.org/W6682115683","https://openalex.org/W6687296144","https://openalex.org/W6770425891","https://openalex.org/W6783739596","https://openalex.org/W6849296793"],"related_works":["https://openalex.org/W1930929277","https://openalex.org/W2158394102","https://openalex.org/W2361746014","https://openalex.org/W1502637513","https://openalex.org/W2124952510","https://openalex.org/W2375311607","https://openalex.org/W2022261651","https://openalex.org/W2011962637","https://openalex.org/W2163677711","https://openalex.org/W2036727360"],"abstract_inverted_index":{"This":[0,95],"paper":[1],"presents":[2],"two":[3,132],"categories":[4],"of":[5,32,43,49,54,61,67,86,91,130,151],"features":[6,40,70,79,186],"extraction":[7,41,71,80,187],"and":[8,15,22,30,35,58,89,116,161,188,206],"mapping":[9,31,189],"suite,":[10],"a":[11,105,121,211],"very":[12,77,143,166,182],"high-resolution":[13,78,144,167,183],"suite":[14,18,46,72,81,136,145,160,168,175],"an":[16],"ultra-resolution":[17,45,69,135,159,174],"at":[19,210],"2":[20],"m":[21,24],"0.5":[23],"resolutions,":[25],"respectively,":[26],"for":[27,125,157,164,202],"the":[28,44,50,55,59,68,76,84,92,128,131,142,158,165,173,181,199],"differentiation":[29],"land":[33,204],"cover":[34,205],"community-level":[36,207],"vegetation":[37,208],"types.":[38],"The":[39,65,134,185],"flow":[42],"involves":[47,83],"pan-sharpening":[48],"multispectral":[51],"image,":[52,57],"color-transformation":[53,90],"pan-sharpened":[56],"generation":[60],"panchromatic":[62],"textural":[63],"features.":[64],"performance":[66,129],"was":[73,97],"compared":[74],"with":[75,120],"that":[82],"calculation":[85],"radiometric":[87],"indices":[88],"multi-spectral":[93],"image.":[94],"research":[96,194],"implemented":[98],"in":[99,104,192],"three":[100],"mountainous":[101],"ecosystems":[102],"located":[103],"cool":[106],"temperate":[107],"region.":[108],"Three":[109],"machine":[110],"learning":[111],"classifiers,":[112],"Random":[113],"Forests,":[114],"XGBoost,":[115],"SoftVoting,":[117],"were":[118],"employed":[119],"10-fold":[122],"cross-validation":[123],"method":[124],"quantitatively":[126],"evaluating":[127],"suites.":[133],"provided":[137],"5.3%":[138],"more":[139,178],"accuracy":[140,156,163,179],"than":[141,180],"using":[146],"single-date":[147],"autumn":[148],"images.":[149],"Addition":[150],"summer":[152],"images":[153],"gained":[154],"12.8%":[155],"13.2%":[162],"across":[169],"all":[170],"sites,":[171],"while":[172],"showed":[176],"4.9%":[177],"suite.":[184],"suites":[190],"presented":[191],"this":[193],"are":[195],"expected":[196],"to":[197],"meet":[198],"growing":[200],"need":[201],"differentiating":[203],"types":[209],"large":[212],"scale.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
