{"id":"https://openalex.org/W4400270094","doi":"https://doi.org/10.1016/j.ecoinf.2024.102714","title":"Hierarchical-modular framework for habitat mapping through systematic and informed integration of remote sensing data with contextual information","display_name":"Hierarchical-modular framework for habitat mapping through systematic and informed integration of remote sensing data with contextual information","publication_year":2024,"publication_date":"2024-07-03","ids":{"openalex":"https://openalex.org/W4400270094","doi":"https://doi.org/10.1016/j.ecoinf.2024.102714"},"language":"en","primary_location":{"id":"doi:10.1016/j.ecoinf.2024.102714","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2024.102714","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.ecoinf.2024.102714","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016845271","display_name":"Suvarna Punalekar","orcid":"https://orcid.org/0000-0001-7534-4957"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Suvarna M. Punalekar","raw_affiliation_strings":["Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021608855","display_name":"Clive Hurford","orcid":"https://orcid.org/0000-0003-2754-8941"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Clive Hurford","raw_affiliation_strings":["Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033873223","display_name":"Richard Lucas","orcid":"https://orcid.org/0000-0003-3010-3302"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard M. Lucas","raw_affiliation_strings":["Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074965018","display_name":"Carole Planque","orcid":"https://orcid.org/0000-0002-3007-3441"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Carole Planque","raw_affiliation_strings":["Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012752539","display_name":"S\u00e9bastien Chognard","orcid":null},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sebastien Chognard","raw_affiliation_strings":["Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, Ceredigion SY23 3DB, Wales, UK","institution_ids":["https://openalex.org/I16038530"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016845271"],"corresponding_institution_ids":["https://openalex.org/I16038530"],"apc_list":{"value":2510,"currency":"USD","value_usd":2510},"apc_paid":{"value":2510,"currency":"USD","value_usd":2510},"fwci":19.5746,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.99292088,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"82","issue":null,"first_page":"102714","last_page":"102714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9491000175476074,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9491000175476074,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9484999775886536,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T14427","display_name":"Environmental Monitoring and Data Management","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"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/modular-design","display_name":"Modular design","score":0.7707102298736572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6232051253318787},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.5190499424934387},{"id":"https://openalex.org/keywords/information-integration","display_name":"Information integration","score":0.5120978355407715},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.4761112630367279},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39237481355667114},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37956905364990234},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36941659450531006},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.3177427053451538},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2610931694507599},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2354048788547516},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13899186253547668}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7707102298736572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6232051253318787},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5190499424934387},{"id":"https://openalex.org/C33326189","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information integration","level":2,"score":0.5120978355407715},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.4761112630367279},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39237481355667114},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37956905364990234},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36941659450531006},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.3177427053451538},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2610931694507599},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2354048788547516},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13899186253547668},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ecoinf.2024.102714","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2024.102714","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.ecoinf.2024.102714","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2024.102714","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1920775914","https://openalex.org/W1980146641","https://openalex.org/W1982046958","https://openalex.org/W1984915576","https://openalex.org/W2005156666","https://openalex.org/W2011500029","https://openalex.org/W2020299137","https://openalex.org/W2034102594","https://openalex.org/W2041635227","https://openalex.org/W2058993674","https://openalex.org/W2059207693","https://openalex.org/W2073673500","https://openalex.org/W2079422368","https://openalex.org/W2101234009","https://openalex.org/W2138973222","https://openalex.org/W2139560201","https://openalex.org/W2149641062","https://openalex.org/W2152625011","https://openalex.org/W2170187331","https://openalex.org/W2307094448","https://openalex.org/W2374487909","https://openalex.org/W2519879982","https://openalex.org/W2531168480","https://openalex.org/W2581906016","https://openalex.org/W2597137990","https://openalex.org/W2610176873","https://openalex.org/W2788936431","https://openalex.org/W2914874661","https://openalex.org/W3003164536","https://openalex.org/W3022521160","https://openalex.org/W3022522044","https://openalex.org/W3043213779","https://openalex.org/W3045215613","https://openalex.org/W3045585619","https://openalex.org/W3047353718","https://openalex.org/W3081435522","https://openalex.org/W3118603409","https://openalex.org/W3134597179","https://openalex.org/W3159278315","https://openalex.org/W3183763741","https://openalex.org/W3192380696","https://openalex.org/W3201242525","https://openalex.org/W3214425748","https://openalex.org/W4200106349","https://openalex.org/W4200277660","https://openalex.org/W4211175631","https://openalex.org/W4226136523","https://openalex.org/W4294125131","https://openalex.org/W4306318398","https://openalex.org/W4317738915","https://openalex.org/W4367043361","https://openalex.org/W4387780044","https://openalex.org/W6645850108","https://openalex.org/W6650946648","https://openalex.org/W6670998827","https://openalex.org/W6675354045","https://openalex.org/W6726696266","https://openalex.org/W6785067442","https://openalex.org/W6851794740","https://openalex.org/W6910681941"],"related_works":["https://openalex.org/W2355440778","https://openalex.org/W2064717691","https://openalex.org/W2164160537","https://openalex.org/W2372493300","https://openalex.org/W2391399503","https://openalex.org/W4244644848","https://openalex.org/W2341628596","https://openalex.org/W2110778011","https://openalex.org/W4255070144","https://openalex.org/W2171244245"],"abstract_inverted_index":{"Accurate":[0],"and":[1,15,63,84,91,118,159,168,187,201,225,227,270,306],"up-to-date":[2],"habitat":[3,36,82,139,151,241,254,300],"maps":[4,20,108,242],"at":[5],"national":[6],"or":[7],"regional":[8],"levels":[9],"are":[10,40],"critical":[11],"for":[12,97,222,252,296],"informing":[13],"conservation":[14],"restoration":[16],"actions.":[17],"Land":[18,67],"cover":[19,75,107,315],"generated":[21],"from":[22,113,127,155,205],"Earth":[23],"Observation":[24],"(EO)":[25],"data":[26,121,148,263],"can,":[27],"to":[28,81,132,137,172,207],"varying":[29],"degrees,":[30],"indicate":[31],"the":[32,46,59,73,218,268,285],"extent":[33],"of":[34,45,48,115,284],"some":[35],"categories":[37,83],"but":[38,194,264],"these":[39],"often":[41],"insufficient":[42],"in":[43,217,273,299],"terms":[44],"level":[47],"detail":[49],"required.":[50],"This":[51],"study":[52,249],"introduces":[53],"a":[54],"hierarchical-modular":[55],"framework":[56,289],"based":[57],"on":[58,179,235,261,266],"globally":[60],"applicable":[61],"Food":[62],"Agriculture":[64],"Organization":[65],"(FAO)":[66],"Cover":[68],"Classification":[69],"System":[70],"(LCCS)":[71],"whereby":[72],"land":[74,106,314],"classes":[76,152,199],"can":[77,311],"be":[78],"systematically":[79],"translated":[80],"further":[85],"differentiated":[86],"by":[87,302],"referencing":[88],"contextual":[89,124,181,219,236,274,304],"information":[90],"expert":[92],"knowledge.":[93],"Application":[94],"is":[95,290],"showcased":[96],"Wales":[98],"(United":[99],"Kingdom)":[100],"where":[101],"10":[102],"m":[103],"spatial":[104],"resolution":[105],"were":[109,130,175,212,243],"first":[110],"constructed":[111],"nationally":[112],"time-series":[114],"Sentinel-1C-band":[116],"radar":[117],"Sentinel-2":[119],"optical":[120],"(2018\u20132020).":[122],"The":[123,141,248,281],"datasets":[125,220,237,275,305],"derived":[126,154],"non-EO":[128],"sources":[129],"utilised":[131],"associate":[133],"dominant":[134],"vegetation":[135],"types":[136],"detailed":[138,197,240],"classes.":[140],"accuracy":[142,269],"assessment":[143],"done":[144],"using":[145],"field":[146,231],"survey":[147],"highlights":[149],"that":[150,174,189,310],"directly":[153],"EO,":[156],"including":[157],"cultivated/managed":[158],"forest":[160],"types,":[161],"demonstrated":[162,190],"higher":[163],"mapping":[164,301],"accuracies":[165,192,203,211],"(>70%":[166],"User's":[167],"Producer's":[169],"Accuracies)":[170],"compared":[171],"those":[173,228],"more":[176,307],"heavily":[177],"dependent":[178],"non-EO-derived":[180],"information.":[182],"These":[183,209],"included":[184],"neutral":[185],"grasslands":[186],"fen/marsh/swamp":[188],"lower":[191],"(<20%)":[193],"also":[195,265,291],"other":[196],"wetland":[198],"(user's":[200],"producer's":[202],"ranging":[204],"25":[206],"60%).":[208],"reduced":[210],"largely":[213],"associated":[214],"with":[215],"discrepancies":[216],"used":[221],"their":[223],"differentiation":[224],"mapping,":[226,255],"integrated":[229],"within":[230],"validation":[232],"datasets.":[233],"Dependency":[234],"diminished":[238],"as":[239,276,278],"generalized":[244],"into":[245],"broader":[246],"categories.":[247],"proposes":[250],"that,":[251],"enhanced":[253],"efforts":[256],"should":[257],"focus":[258],"not":[259],"only":[260],"EO":[262],"maximising":[267],"minimizing":[271],"inconsistencies":[272],"well":[277],"taxonomical":[279],"systems.":[280],"flexible":[282],"structure":[283],"FAO":[286],"LCCS":[287],"hierarchical":[288],"highlighted,":[292],"emphasizing":[293],"its":[294],"adaptability":[295],"future":[297],"improvements":[298],"incorporating":[303],"advanced":[308],"algorithms":[309],"improve":[312],"EO-derived":[313],"descriptions.":[316]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}
