{"id":"https://openalex.org/W3157928503","doi":"https://doi.org/10.3390/ijgi10050276","title":"Exploiting a Semi-Automatic Point Cloud Segmentation Method to Improve the Quality of Rock-Mass Characterization. The Cima Grappa Conservative Restoration Case Study","display_name":"Exploiting a Semi-Automatic Point Cloud Segmentation Method to Improve the Quality of Rock-Mass Characterization. The Cima Grappa Conservative Restoration Case Study","publication_year":2021,"publication_date":"2021-04-28","ids":{"openalex":"https://openalex.org/W3157928503","doi":"https://doi.org/10.3390/ijgi10050276","mag":"3157928503"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi10050276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10050276","pdf_url":"https://www.mdpi.com/2220-9964/10/5/276/pdf?version=1619696277","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/10/5/276/pdf?version=1619696277","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062187805","display_name":"Francesco Mugnai","orcid":"https://orcid.org/0000-0002-4146-6443"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesco Mugnai","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Florence, Via di S. Marta 3, 50139 Firenze, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4146-6443","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Florence, Via di S. Marta 3, 50139 Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057173342","display_name":"Paolo Farina","orcid":"https://orcid.org/0000-0002-4871-6679"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paolo Farina","raw_affiliation_strings":["Geoapp s.r.l., Viale Spartaco Lavagnini 70/72, 50129 Firenze, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4871-6679","affiliations":[{"raw_affiliation_string":"Geoapp s.r.l., Viale Spartaco Lavagnini 70/72, 50129 Firenze, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025482164","display_name":"Grazia Tucci","orcid":"https://orcid.org/0000-0001-7657-9723"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Grazia Tucci","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Florence, Via di S. Marta 3, 50139 Firenze, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7657-9723","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Florence, Via di S. Marta 3, 50139 Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062187805"],"corresponding_institution_ids":["https://openalex.org/I45084792"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":2.2579,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88459255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"10","issue":"5","first_page":"276","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9965999722480774,"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/T12364","display_name":"Archaeological Research and Protection","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1912","display_name":"Space and Planetary 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/point-cloud","display_name":"Point cloud","score":0.7650428414344788},{"id":"https://openalex.org/keywords/rock-mass-classification","display_name":"Rock mass classification","score":0.7275890707969666},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.684970498085022},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.593191385269165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.566828191280365},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4283725917339325},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.4210795760154724},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.41095712780952454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28363236784935},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.1690675914287567},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.07686823606491089}],"concepts":[{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.7650428414344788},{"id":"https://openalex.org/C41242791","wikidata":"https://www.wikidata.org/wiki/Q17105549","display_name":"Rock mass classification","level":2,"score":0.7275890707969666},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.684970498085022},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.593191385269165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.566828191280365},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4283725917339325},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.4210795760154724},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.41095712780952454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28363236784935},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1690675914287567},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07686823606491089},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/ijgi10050276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10050276","pdf_url":"https://www.mdpi.com/2220-9964/10/5/276/pdf?version=1619696277","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:be23c750f10e46d395800d4744374375","is_oa":true,"landing_page_url":"https://doaj.org/article/be23c750f10e46d395800d4744374375","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":"ISPRS International Journal of Geo-Information, Vol 10, Iss 5, p 276 (2021)","raw_type":"article"},{"id":"pmh:oai:flore.unifi.it:2158/1253218","is_oa":true,"landing_page_url":"https://hdl.handle.net/2158/1253218","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/2220-9964/10/5/276/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi10050276","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":"ISPRS International Journal of Geo-Information; Volume 10; Issue 5; Pages: 276","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi10050276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10050276","pdf_url":"https://www.mdpi.com/2220-9964/10/5/276/pdf?version=1619696277","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3157928503.pdf","grobid_xml":"https://content.openalex.org/works/W3157928503.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W56675948","https://openalex.org/W103446997","https://openalex.org/W133088380","https://openalex.org/W257147066","https://openalex.org/W289485744","https://openalex.org/W348887459","https://openalex.org/W1641011695","https://openalex.org/W1977168082","https://openalex.org/W1977787909","https://openalex.org/W1978690828","https://openalex.org/W1979169305","https://openalex.org/W1990264303","https://openalex.org/W1996772577","https://openalex.org/W2002453841","https://openalex.org/W2008073424","https://openalex.org/W2038132663","https://openalex.org/W2042498088","https://openalex.org/W2043237179","https://openalex.org/W2045344273","https://openalex.org/W2050601294","https://openalex.org/W2051125489","https://openalex.org/W2055639186","https://openalex.org/W2060850580","https://openalex.org/W2073502258","https://openalex.org/W2077146180","https://openalex.org/W2106313592","https://openalex.org/W2138063848","https://openalex.org/W2143353299","https://openalex.org/W2164488281","https://openalex.org/W2289899075","https://openalex.org/W2465331412","https://openalex.org/W2552971263","https://openalex.org/W2589488134","https://openalex.org/W2591033166","https://openalex.org/W2605314894","https://openalex.org/W2741385308","https://openalex.org/W2776055018","https://openalex.org/W2803171670","https://openalex.org/W2803790533","https://openalex.org/W2886791034","https://openalex.org/W2898647464","https://openalex.org/W2909902661","https://openalex.org/W2944396959","https://openalex.org/W2980273600","https://openalex.org/W2983364583","https://openalex.org/W2991158393","https://openalex.org/W3025753064","https://openalex.org/W3111260035","https://openalex.org/W3131318876","https://openalex.org/W4210987243","https://openalex.org/W4234292750","https://openalex.org/W4242187467","https://openalex.org/W4254019612","https://openalex.org/W6652231383","https://openalex.org/W6660036350"],"related_works":["https://openalex.org/W4247143848","https://openalex.org/W2735573198","https://openalex.org/W2009883749","https://openalex.org/W29442446","https://openalex.org/W1483407203","https://openalex.org/W2373050347","https://openalex.org/W3000418024","https://openalex.org/W603749272","https://openalex.org/W330727063","https://openalex.org/W1995847462"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"results":[3],"from":[4],"applying":[5,91],"semi-automatic":[6,93],"point":[7,98],"cloud":[8],"segmentation":[9,94],"methods":[10],"in":[11,22,36,79,120],"the":[12,16,70,74,86,97,144],"underground":[13,33],"tunnels":[14],"within":[15],"Military":[17],"Shrine\u2019s":[18],"conservative":[19],"restoration":[20],"project":[21],"Cima":[23],"Grappa":[24],"(Italy).":[25],"The":[26,106],"studied":[27],"area,":[28],"which":[29],"has":[30],"a":[31,37,49,92,121,126],"predominant":[32],"development":[34],"distributed":[35],"network":[38],"of":[39,113,141],"tunnels,":[40,67],"is":[41],"characterized":[42],"by":[43],"diffuse":[44],"rock":[45,82,115],"collapsing.":[46],"In":[47],"such":[48],"context,":[50],"carrying":[51],"out":[52],"surveys":[53],"and":[54,64,124,139],"other":[55],"technical":[56],"operations":[57],"are":[58],"dangerous":[59],"activities.":[60],"Considering":[61],"safety":[62],"restrictions":[63],"unreachable":[65],"impervious":[66],"having":[68],"approached":[69],"study":[71],"area":[72],"with":[73,125],"scan-line":[75],"survey":[76],"technique":[77],"resulted":[78],"only":[80],"partial":[81],"mass":[83,116],"characterization.":[84],"Hence,":[85],"geo-mechanical":[87],"dataset":[88],"was":[89],"integrated,":[90],"method":[95],"to":[96,143],"clouds":[99],"acquired":[100],"through":[101],"terrestrial":[102],"laser":[103],"scanning":[104],"(TLS).":[105],"combined":[107],"approach":[108],"allowed":[109],"for":[110],"remote":[111],"performance":[112],"detailed":[114],"characterization,":[117],"even":[118],"remotely,":[119],"short":[122],"time":[123],"limited":[127],"operators":[128],"presence":[129],"on":[130],"site.":[131],"Moreover,":[132],"it":[133],"permitted":[134],"extending":[135],"assessing":[136],"tunnels\u2019":[137],"stability":[138],"state":[140],"conservation":[142],"inaccessible":[145],"areas.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
