{"id":"https://openalex.org/W4403217384","doi":"https://doi.org/10.3390/rs16193730","title":"Testing the Impact of Pansharpening Using PRISMA Hyperspectral Data: A Case Study Classifying Urban Trees in Naples, Italy","display_name":"Testing the Impact of Pansharpening Using PRISMA Hyperspectral Data: A Case Study Classifying Urban Trees in Naples, Italy","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403217384","doi":"https://doi.org/10.3390/rs16193730"},"language":"en","primary_location":{"id":"doi:10.3390/rs16193730","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16193730","pdf_url":null,"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://doi.org/10.3390/rs16193730","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092891541","display_name":"Miriam Perretta","orcid":"https://orcid.org/0009-0009-7671-9904"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Miriam Perretta","raw_affiliation_strings":["Department of Architecture, University of Naples Federico II, Via Forno Vecchio, 36, 80134 Naples, Italy","NBFC, National Biodiversity Future Center, 90133 Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Architecture, University of Naples Federico II, Via Forno Vecchio, 36, 80134 Naples, Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"NBFC, National Biodiversity Future Center, 90133 Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026831858","display_name":"Gabriele Delogu","orcid":"https://orcid.org/0009-0009-8642-9468"},"institutions":[{"id":"https://openalex.org/I138938424","display_name":"Universit\u00e0 degli Studi della Tuscia","ror":"https://ror.org/03svwq685","country_code":"IT","type":"education","lineage":["https://openalex.org/I138938424"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Delogu","raw_affiliation_strings":["Department of Agricultural and Forestry Sciences (DAFNE), Tuscia University, Via S. Camillo de Lellis, 01100 Viterbo, Italy","Department of Economics, Engineering, Society and Business Organization (DEIM), Tuscia University, Via del Paradiso, 47, 01100 Viterbo, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural and Forestry Sciences (DAFNE), Tuscia University, Via S. Camillo de Lellis, 01100 Viterbo, Italy","institution_ids":["https://openalex.org/I138938424"]},{"raw_affiliation_string":"Department of Economics, Engineering, Society and Business Organization (DEIM), Tuscia University, Via del Paradiso, 47, 01100 Viterbo, Italy","institution_ids":["https://openalex.org/I138938424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054373034","display_name":"Cassandra Funsten","orcid":"https://orcid.org/0000-0003-4443-8322"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cassandra Funsten","raw_affiliation_strings":["Department of Architecture, University of Naples Federico II, Via Forno Vecchio, 36, 80134 Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Architecture, University of Naples Federico II, Via Forno Vecchio, 36, 80134 Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093910506","display_name":"Alessio Patriarca","orcid":"https://orcid.org/0000-0003-3387-5877"},"institutions":[{"id":"https://openalex.org/I138938424","display_name":"Universit\u00e0 degli Studi della Tuscia","ror":"https://ror.org/03svwq685","country_code":"IT","type":"education","lineage":["https://openalex.org/I138938424"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Patriarca","raw_affiliation_strings":["Department of Agricultural and Forestry Sciences (DAFNE), Tuscia University, Via S. Camillo de Lellis, 01100 Viterbo, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural and Forestry Sciences (DAFNE), Tuscia University, Via S. Camillo de Lellis, 01100 Viterbo, Italy","institution_ids":["https://openalex.org/I138938424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092891540","display_name":"Eros Caputi","orcid":"https://orcid.org/0009-0000-5995-7374"},"institutions":[{"id":"https://openalex.org/I138938424","display_name":"Universit\u00e0 degli Studi della Tuscia","ror":"https://ror.org/03svwq685","country_code":"IT","type":"education","lineage":["https://openalex.org/I138938424"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eros Caputi","raw_affiliation_strings":["Department of Agricultural and Forestry Sciences (DAFNE), Tuscia University, Via S. Camillo de Lellis, 01100 Viterbo, Italy","Department of Economics, Engineering, Society and Business Organization (DEIM), Tuscia University, Via del Paradiso, 47, 01100 Viterbo, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural and Forestry Sciences (DAFNE), Tuscia University, Via S. Camillo de Lellis, 01100 Viterbo, Italy","institution_ids":["https://openalex.org/I138938424"]},{"raw_affiliation_string":"Department of Economics, Engineering, Society and Business Organization (DEIM), Tuscia University, Via del Paradiso, 47, 01100 Viterbo, Italy","institution_ids":["https://openalex.org/I138938424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046768662","display_name":"Lorenzo Boccia","orcid":"https://orcid.org/0000-0001-7993-9480"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]},{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Lorenzo Boccia","raw_affiliation_strings":["Department of Architecture, University of Naples Federico II, Via Forno Vecchio, 36, 80134 Naples, Italy","NBFC, National Biodiversity Future Center, 90133 Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Architecture, University of Naples Federico II, Via Forno Vecchio, 36, 80134 Naples, Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"NBFC, National Biodiversity Future Center, 90133 Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5046768662"],"corresponding_institution_ids":["https://openalex.org/I71267560","https://openalex.org/I900890020"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.3679,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90178023,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"16","issue":"19","first_page":"3730","last_page":"3730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9988999962806702,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9986000061035156,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.685358464717865},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4744844436645508},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.37264251708984375},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.33376169204711914}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.685358464717865},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4744844436645508},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37264251708984375},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.33376169204711914}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16193730","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16193730","pdf_url":null,"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:387ec0aeec154bae83bb33a8b3975883","is_oa":true,"landing_page_url":"https://doaj.org/article/387ec0aeec154bae83bb33a8b3975883","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 16, Iss 19, p 3730 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16193730","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16193730","pdf_url":null,"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":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1521436688","https://openalex.org/W1772504446","https://openalex.org/W1967621805","https://openalex.org/W1990609136","https://openalex.org/W2063396028","https://openalex.org/W2102662878","https://openalex.org/W2169390603","https://openalex.org/W2210978948","https://openalex.org/W2252594427","https://openalex.org/W2515306179","https://openalex.org/W2579936671","https://openalex.org/W2586127133","https://openalex.org/W2595143140","https://openalex.org/W2792897399","https://openalex.org/W2907465290","https://openalex.org/W2940726923","https://openalex.org/W2944248482","https://openalex.org/W3000415744","https://openalex.org/W3082522575","https://openalex.org/W3128398964","https://openalex.org/W3131485656","https://openalex.org/W3138016542","https://openalex.org/W3164997792","https://openalex.org/W3174056964","https://openalex.org/W3187903702","https://openalex.org/W3198242498","https://openalex.org/W4205508379","https://openalex.org/W4205733185","https://openalex.org/W4210598934","https://openalex.org/W4229043635","https://openalex.org/W4229685799","https://openalex.org/W4254612454","https://openalex.org/W4298147506","https://openalex.org/W4322743777","https://openalex.org/W4378637382","https://openalex.org/W4385275361","https://openalex.org/W4386814693","https://openalex.org/W4392510878","https://openalex.org/W4394807950","https://openalex.org/W4396946156","https://openalex.org/W4399146324","https://openalex.org/W4399969287","https://openalex.org/W4400349219","https://openalex.org/W4400405548","https://openalex.org/W6732906777"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W2385371209","https://openalex.org/W4250051149","https://openalex.org/W2083270190","https://openalex.org/W1991437568"],"abstract_inverted_index":{"Urban":[0],"trees":[1],"support":[2],"vital":[3],"ecological":[4],"functions":[5],"and":[6,12,20,95,114,175],"help":[7],"with":[8,68,119,154],"the":[9,71,88,97,120,126,168,172],"mitigation":[10],"of":[11,78,122,141,183],"adaption":[13],"to":[14,90,131,134,162,185,198],"climate":[15],"change.":[16],"Yet,":[17],"their":[18,188],"monitoring":[19],"management":[21],"require":[22],"significant":[23],"public":[24],"resources.":[25],"remote":[26,43],"sensing":[27,44],"could":[28,57,81],"facilitate":[29],"these":[30],"tasks.":[31],"Recent":[32],"hyperspectral":[33,65,92],"satellite":[34],"programs":[35],"such":[36,46],"as":[37,47,194],"PRISMA":[38,51,72,200],"have":[39],"enabled":[40],"more":[41],"advanced":[42],"applications,":[45],"species":[48,105],"classification.":[49],"However,":[50],"data\u2019s":[52],"spatial":[53],"resolution":[54,67,77,94],"(30":[55],"m)":[56,80],"limit":[58],"its":[59],"utility":[60],"in":[61,106,150,187,203],"urban":[62,103,152,204],"areas.":[63],"Improving":[64],"data":[66,93,130,132,160,201],"pansharpening":[69,98,146],"using":[70,109],"coregistered":[73],"panchromatic":[74],"band":[75],"(spatial":[76],"5":[79,136],"solve":[82],"this":[83],"problem.":[84],"This":[85],"study":[86],"addresses":[87],"need":[89],"improve":[91],"tests":[96],"method":[99],"by":[100],"classifying":[101],"exemplative":[102],"tree":[104],"Naples":[107],"(Italy)":[108],"a":[110,115,135,195],"convolutional":[111],"neural":[112],"network":[113],"ground":[116],"truths":[117],"dataset,":[118],"aim":[121],"comparing":[123],"results":[124],"from":[125],"original":[127],"30":[128],"m":[129,137],"refined":[133],"resolution.":[138],"An":[139],"evaluation":[140],"accuracy":[142,165],"metrics":[143],"shows":[144],"that":[145],"improves":[147],"classification":[148],"quality":[149],"dense":[151],"areas":[153],"complex":[155],"topography.":[156],"In":[157],"fact,":[158],"pansharpened":[159],"led":[161],"significantly":[163],"higher":[164],"for":[166],"all":[167],"examined":[169],"species.":[170],"Specifically,":[171],"Pinus":[173],"pinea":[174],"Tilia":[176],"x":[177],"europaea":[178],"classes":[179],"showed":[180],"an":[181],"increase":[182],"10%":[184],"20%":[186],"F1":[189],"scores.":[190],"Pansharpening":[191],"is":[192],"seen":[193],"practical":[196],"solution":[197],"enhance":[199],"usability":[202],"environments.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}