{"id":"https://openalex.org/W3162737602","doi":"https://doi.org/10.3390/rs13091797","title":"Debris Flow and Rockslide Analysis with Advanced Photogrammetry Techniques Based on High-Resolution RPAS Data. Ponte Formazza Case Study (NW Alps)","display_name":"Debris Flow and Rockslide Analysis with Advanced Photogrammetry Techniques Based on High-Resolution RPAS Data. Ponte Formazza Case Study (NW Alps)","publication_year":2021,"publication_date":"2021-05-05","ids":{"openalex":"https://openalex.org/W3162737602","doi":"https://doi.org/10.3390/rs13091797","mag":"3162737602"},"language":"en","primary_location":{"id":"doi:10.3390/rs13091797","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091797","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1797/pdf?version=1620458503","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/2072-4292/13/9/1797/pdf?version=1620458503","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087184209","display_name":"Davide Notti","orcid":"https://orcid.org/0000-0002-8256-0743"},"institutions":[{"id":"https://openalex.org/I4210091655","display_name":"Research Institute for Geo-Hydrological Protection","ror":"https://ror.org/0040zx077","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Notti","raw_affiliation_strings":["Italian National Research Council, Research Institute for Geo-Hydrological Protection (CNR-IRPI), Strada delle Cacce 73, 10135 Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8256-0743","affiliations":[{"raw_affiliation_string":"Italian National Research Council, Research Institute for Geo-Hydrological Protection (CNR-IRPI), Strada delle Cacce 73, 10135 Torino, Italy","institution_ids":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082809651","display_name":"Daniele Giordan","orcid":"https://orcid.org/0000-0003-0136-2436"},"institutions":[{"id":"https://openalex.org/I4210091655","display_name":"Research Institute for Geo-Hydrological Protection","ror":"https://ror.org/0040zx077","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daniele Giordan","raw_affiliation_strings":["Italian National Research Council, Research Institute for Geo-Hydrological Protection (CNR-IRPI), Strada delle Cacce 73, 10135 Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0136-2436","affiliations":[{"raw_affiliation_string":"Italian National Research Council, Research Institute for Geo-Hydrological Protection (CNR-IRPI), Strada delle Cacce 73, 10135 Torino, Italy","institution_ids":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075733655","display_name":"Alberto Cina","orcid":"https://orcid.org/0000-0003-4240-7987"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Cina","raw_affiliation_strings":["Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4240-7987","affiliations":[{"raw_affiliation_string":"Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059470924","display_name":"Ambrogio Manzino","orcid":"https://orcid.org/0000-0001-9237-3047"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ambrogio Manzino","raw_affiliation_strings":["Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9237-3047","affiliations":[{"raw_affiliation_string":"Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027373248","display_name":"Paolo Felice Maschio","orcid":"https://orcid.org/0000-0001-7706-9354"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Maschio","raw_affiliation_strings":["Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030179841","display_name":"Iosif Horea Bendea","orcid":null},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Iosif Horea Bendea","raw_affiliation_strings":["Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca Degli Abruzzi, 24, 10129 Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082809651"],"corresponding_institution_ids":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.9708,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.94570032,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"9","first_page":"1797","last_page":"1797"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10535","display_name":"Landslides and related hazards","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9968000054359436,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.995199978351593,"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/orthophoto","display_name":"Orthophoto","score":0.7893747091293335},{"id":"https://openalex.org/keywords/photogrammetry","display_name":"Photogrammetry","score":0.77057945728302},{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.7009536027908325},{"id":"https://openalex.org/keywords/rockslide","display_name":"Rockslide","score":0.6902838945388794},{"id":"https://openalex.org/keywords/debris-flow","display_name":"Debris flow","score":0.6169085502624512},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5727052688598633},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5300041437149048},{"id":"https://openalex.org/keywords/debris","display_name":"Debris","score":0.3707647919654846},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.1943439245223999}],"concepts":[{"id":"https://openalex.org/C82789328","wikidata":"https://www.wikidata.org/wiki/Q922585","display_name":"Orthophoto","level":2,"score":0.7893747091293335},{"id":"https://openalex.org/C117455697","wikidata":"https://www.wikidata.org/wiki/Q190149","display_name":"Photogrammetry","level":2,"score":0.77057945728302},{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.7009536027908325},{"id":"https://openalex.org/C78261793","wikidata":"https://www.wikidata.org/wiki/Q2924824","display_name":"Rockslide","level":3,"score":0.6902838945388794},{"id":"https://openalex.org/C2776643431","wikidata":"https://www.wikidata.org/wiki/Q1817963","display_name":"Debris flow","level":3,"score":0.6169085502624512},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5727052688598633},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5300041437149048},{"id":"https://openalex.org/C2776023875","wikidata":"https://www.wikidata.org/wiki/Q637703","display_name":"Debris","level":2,"score":0.3707647919654846},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.1943439245223999},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13091797","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091797","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1797/pdf?version=1620458503","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:2db9e828ba0b48ff9773a4fa89d0c19e","is_oa":true,"landing_page_url":"https://doaj.org/article/2db9e828ba0b48ff9773a4fa89d0c19e","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 13, Iss 9, p 1797 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/9/1797/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13091797","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/rs13091797","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091797","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1797/pdf?version=1620458503","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/14","score":0.8299999833106995,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3162737602.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1721343065","https://openalex.org/W1960580372","https://openalex.org/W2044622173","https://openalex.org/W2049350361","https://openalex.org/W2063169554","https://openalex.org/W2100258168","https://openalex.org/W2150093133","https://openalex.org/W2156877688","https://openalex.org/W2175830730","https://openalex.org/W2176477278","https://openalex.org/W2254531347","https://openalex.org/W2282453348","https://openalex.org/W2342197815","https://openalex.org/W2411550914","https://openalex.org/W2467080004","https://openalex.org/W2479462839","https://openalex.org/W2509507403","https://openalex.org/W2530456364","https://openalex.org/W2537534724","https://openalex.org/W2608245739","https://openalex.org/W2609538161","https://openalex.org/W2761394916","https://openalex.org/W2770323334","https://openalex.org/W2775539406","https://openalex.org/W2780240127","https://openalex.org/W2790477249","https://openalex.org/W2791267213","https://openalex.org/W2792175537","https://openalex.org/W2794658732","https://openalex.org/W2799855242","https://openalex.org/W2888211479","https://openalex.org/W2891007421","https://openalex.org/W2945413236","https://openalex.org/W2971714605","https://openalex.org/W2981386717","https://openalex.org/W3013070584","https://openalex.org/W3014810590","https://openalex.org/W3124935898","https://openalex.org/W4245663398","https://openalex.org/W6753659019"],"related_works":["https://openalex.org/W2063656053","https://openalex.org/W2780686954","https://openalex.org/W2911563142","https://openalex.org/W2093486058","https://openalex.org/W187473655","https://openalex.org/W2558589469","https://openalex.org/W2289170574","https://openalex.org/W2393277939","https://openalex.org/W2991434004","https://openalex.org/W1636843286"],"abstract_inverted_index":{"The":[0,142,162,231,269],"use":[1,27,270],"of":[2,14,28,37,59,84,104,127,132,145,158,164,233,242,256,271,284,293],"a":[3,94,105,174,203,281],"Remotely":[4],"Piloted":[5],"Aircraft":[6],"System":[7,207],"(RPAS)":[8],"for":[9,34,239,280],"the":[10,21,26,35,69,73,81,133,139,156,159,195,210,224,228,240,243,247,253,261,264,285,288,294],"characterization":[11],"and":[12,50,96,120,136,170,187,193,212,251,275,287,290],"monitoring":[13],"landslides":[15],"has":[16,236],"been":[17,237],"widely":[18],"improved":[19,209],"in":[20,57,87,110,151,223,260],"last":[22],"decade.":[23],"In":[24,76,91,112],"particular,":[25],"this":[29,77,113],"system":[30],"is":[31,267],"particularly":[32,259],"effective":[33],"study":[36,83],"areas":[38,225,262],"prone":[39],"to":[40,62,72,149,182],"geohazards.":[41],"Zones":[42],"affected":[43,257],"by":[44,137],"landslides,":[45],"such":[46],"as":[47],"rock":[48],"slides":[49],"debris":[51,98,296],"flows,":[52],"are":[53],"often":[54],"quite":[55],"critical":[56],"terms":[58],"accessibility":[60],"due":[61],"unstable":[63],"blocs":[64],"that":[65,108],"can":[66],"strongly":[67],"limit":[68],"direct":[70,119],"access":[71],"studied":[74],"area.":[75],"paper,":[78],"we":[79,116],"present":[80],"case":[82],"Ponte":[85],"Formazza":[86],"NW":[88],"Italian":[89],"Alps.":[90],"June":[92],"2019,":[93],"massive":[95],"complex":[97],"flow":[99],"re-mobilized":[100],"about":[101],"300,000":[102],"m3":[103],"rockslide":[106],"deposit":[107],"occurred":[109],"2009.":[111],"particular":[114],"environment,":[115],"tested":[117],"traditional,":[118],"mixed":[121],"photogrammetric":[122,134],"approaches":[123],"using":[124],"various":[125],"configurations":[126],"Ground":[128],"Control":[129],"Points":[130],"(GCPs)":[131],"block":[135],"calculating":[138],"relative":[140],"errors.":[141],"minimum":[143],"configuration":[144],"GCPs":[146],"was":[147],"established":[148],"reduce":[150],"situ":[152],"measurements":[153],"without":[154],"degrading":[155],"accuracy":[157],"cartographic":[160],"products.":[161],"images":[163,278],"three":[165],"RPAS":[166],"campaigns":[167],"(2017,":[168],"2018":[169],"2019),":[171],"processed":[172],"with":[173,202],"Structure":[175],"from":[176,227],"Motion":[177],"(SfM)":[178],"technique,":[179],"allowed":[180],"us":[181],"obtain":[183],"very":[184],"high-resolution":[185,234],"orthophoto":[186,211],"digital":[188],"surface":[189],"models":[190,235],"(DSMs)":[191],"before":[192],"after":[194],"2019":[196,295],"event.":[197],"A":[198],"few":[199],"GCPs,":[200],"geolocated":[201],"Global":[204],"Navigation":[205],"Satellite":[206],"(GNSS),":[208],"DSM":[213],"quality":[214],"(Root":[215],"Mean":[216],"Squared":[217],"Error":[218],"RMSE":[219],"5":[220],"cm)":[221],"even":[222],"far":[226],"drone":[229],"deployment.":[230],"availability":[232],"fundamental":[238],"identification":[241],"volume":[244],"changes.":[245],"Furthermore,":[246],"3D":[248],"view":[249],"supported":[250],"completed":[252],"geomorphological":[254],"mapping":[255],"areas,":[258],"where":[263],"field":[265],"survey":[266],"dangerous.":[268],"ancillary":[272],"meteorological":[273],"data":[274],"Sentinel-2":[276],"satellite":[277],"allows":[279],"better":[282],"definition":[283],"kinematics":[286],"predisposal":[289],"triggering":[291],"factors":[292],"flow.":[297]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}