{"id":"https://openalex.org/W4288066548","doi":"https://doi.org/10.1515/itit-2022-0004","title":"From LiDAR to deep learning: A case study of computer-assisted approaches to the archaeology of Guadalupe and northeast Honduras","display_name":"From LiDAR to deep learning: A case study of computer-assisted approaches to the archaeology of Guadalupe and northeast Honduras","publication_year":2022,"publication_date":"2022-07-27","ids":{"openalex":"https://openalex.org/W4288066548","doi":"https://doi.org/10.1515/itit-2022-0004"},"language":"en","primary_location":{"id":"doi:10.1515/itit-2022-0004","is_oa":false,"landing_page_url":"https://doi.org/10.1515/itit-2022-0004","pdf_url":null,"source":{"id":"https://openalex.org/S4210229153","display_name":"it - Information Technology","issn_l":"1611-2776","issn":["1611-2776","2196-7032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"it - Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058332523","display_name":"Mike Lyons","orcid":"https://orcid.org/0000-0001-8299-2127"},"institutions":[{"id":"https://openalex.org/I4210140987","display_name":"Oxford Archaeology","ror":"https://ror.org/045f8jj92","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210140987"]},{"id":"https://openalex.org/I2801380292","display_name":"Deutsches Arch\u00e4ologisches Institut, Zentrale","ror":"https://ror.org/041qv0h25","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801380292"]}],"countries":["DE","GB"],"is_corresponding":true,"raw_author_name":"Mike Lyons","raw_affiliation_strings":["Institute for Archaeology and Cultural Anthropology , Department for the Anthropology of the Americas , Oxfordstr. 15 , Bonn , Germany","Institute for Archaeology and Cultural Anthropology, Department for the Anthropology of the Americas, Oxfordstr. 15, 53111 Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Archaeology and Cultural Anthropology , Department for the Anthropology of the Americas , Oxfordstr. 15 , Bonn , Germany","institution_ids":["https://openalex.org/I4210140987"]},{"raw_affiliation_string":"Institute for Archaeology and Cultural Anthropology, Department for the Anthropology of the Americas, Oxfordstr. 15, 53111 Bonn, Germany","institution_ids":["https://openalex.org/I2801380292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064137036","display_name":"Franziska Fecher","orcid":"https://orcid.org/0000-0002-6633-4965"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210161471","display_name":"Department of Archaeology","ror":"https://ror.org/05xcdy991","country_code":"LK","type":"government","lineage":["https://openalex.org/I4210161471"]}],"countries":["CH","LK"],"is_corresponding":false,"raw_author_name":"Franziska Fecher","raw_affiliation_strings":["University of Zurich , Department of Archaeology , Prehistoric Archaeology Division , Zurich , Switzerland","University of Zurich, Department of Archaeology, Prehistoric Archaeology Division, CH-8006 Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Zurich , Department of Archaeology , Prehistoric Archaeology Division , Zurich , Switzerland","institution_ids":["https://openalex.org/I4210161471"]},{"raw_affiliation_string":"University of Zurich, Department of Archaeology, Prehistoric Archaeology Division, CH-8006 Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072257210","display_name":"Markus Reindel","orcid":"https://orcid.org/0000-0003-1223-304X"},"institutions":[{"id":"https://openalex.org/I2801380292","display_name":"Deutsches Arch\u00e4ologisches Institut, Zentrale","ror":"https://ror.org/041qv0h25","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801380292"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Reindel","raw_affiliation_strings":["German Archaeological Institute (DAI) , Commission for Archaeology of Non-European Cultures (KAAK) , D\u00fcrenstr. 35-37 , Bonn , Germany"],"affiliations":[{"raw_affiliation_string":"German Archaeological Institute (DAI) , Commission for Archaeology of Non-European Cultures (KAAK) , D\u00fcrenstr. 35-37 , Bonn , Germany","institution_ids":["https://openalex.org/I2801380292"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058332523"],"corresponding_institution_ids":["https://openalex.org/I2801380292","https://openalex.org/I4210140987"],"apc_list":null,"apc_paid":null,"fwci":2.4263,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88451613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"64","issue":"6","first_page":"233","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12364","display_name":"Archaeological Research and Protection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12364","display_name":"Archaeological Research and Protection","score":1.0,"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"}},{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9994999766349792,"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/T12981","display_name":"Conservation Techniques and Studies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.7137855291366577},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.623153805732727},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.5744441747665405},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.5614014863967896},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5461413264274597},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5332277417182922},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5149112939834595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5104502439498901},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.48877641558647156},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.48569998145103455},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4130382537841797},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3874417841434479},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31148046255111694},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2471458911895752},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23187720775604248},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20223817229270935},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.19836929440498352}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.7137855291366577},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.623153805732727},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.5744441747665405},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.5614014863967896},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5461413264274597},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5332277417182922},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5149112939834595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5104502439498901},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.48877641558647156},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.48569998145103455},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4130382537841797},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3874417841434479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31148046255111694},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2471458911895752},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23187720775604248},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20223817229270935},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.19836929440498352},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/itit-2022-0004","is_oa":false,"landing_page_url":"https://doi.org/10.1515/itit-2022-0004","pdf_url":null,"source":{"id":"https://openalex.org/S4210229153","display_name":"it - Information Technology","issn_l":"1611-2776","issn":["1611-2776","2196-7032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"it - Information Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4000000059604645,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1011106441","https://openalex.org/W1494598016","https://openalex.org/W1568511037","https://openalex.org/W1686810756","https://openalex.org/W1966566430","https://openalex.org/W2064454282","https://openalex.org/W2148516594","https://openalex.org/W2194775991","https://openalex.org/W2395674304","https://openalex.org/W2514594497","https://openalex.org/W2557563356","https://openalex.org/W2616247523","https://openalex.org/W2772102044","https://openalex.org/W2807045604","https://openalex.org/W2893644756","https://openalex.org/W2922858103","https://openalex.org/W2967635004","https://openalex.org/W2970997906","https://openalex.org/W2971854796","https://openalex.org/W3032168764","https://openalex.org/W3092373973","https://openalex.org/W3093852944","https://openalex.org/W3096803387","https://openalex.org/W3102564565","https://openalex.org/W3159585647","https://openalex.org/W3201867318","https://openalex.org/W3207040013","https://openalex.org/W4243402307","https://openalex.org/W6930154409"],"related_works":["https://openalex.org/W3133861977","https://openalex.org/W2731899572","https://openalex.org/W4226467503","https://openalex.org/W4200173597","https://openalex.org/W3116150086","https://openalex.org/W2999805992","https://openalex.org/W4220882927","https://openalex.org/W4220996320","https://openalex.org/W3036934147","https://openalex.org/W3166467183"],"abstract_inverted_index":{"Abstract":[0],"Archaeologists":[1],"are":[2,158,250],"interested":[3],"in":[4,53,94,245,264,281],"better":[5],"understanding":[6,257],"matters":[7],"of":[8,36,50,89,116,135,149,166,188,216,225,236,242,274],"our":[9],"human":[10],"past":[11],"based":[12],"on":[13],"material":[14],"culture.":[15],"The":[16],"tools":[17],"we":[18],"use":[19],"to":[20,41,84,131,145],"approach":[21],"archaeological":[22,91],"research":[23],"questions":[24],"range":[25,111],"from":[26,112,194],"the":[27,48,97,113,132,146,155,167,171,186,234,256],"trowel":[28],"and":[29,70,81,109,127,152,154,202,211,232,252,268,276],"brush":[30],"to,":[31],"more":[32,229],"recently,":[33],"even":[34],"those":[35],"artificial":[37],"intelligence.":[38],"As":[39,86],"access":[40],"computing":[42],"technology":[43],"has":[44,55,60],"increased":[45],"over":[46],"time,":[47],"breadth":[49],"computer-assisted":[51],"methods":[52,168],"archaeology":[54,269,282],"also":[56,159],"increased.":[57],"This":[58],"proliferation":[59],"provided":[61],"us":[62],"a":[63,104,119,181,284],"considerable":[64],"toolset":[65],"towards":[66],"engaging":[67,93],"both":[68],"new":[69],"long-standing":[71],"questions,":[72],"especially":[73],"as":[74,103,283],"interdisciplinary":[75,259],"collaboration":[76],"between":[77,261],"archaeologists,":[78],"computer":[79,266],"scientists,":[80],"engineers":[82],"continues":[83],"grow.":[85],"an":[87,90,164,271],"example":[88],"project":[92,172],"computer-based":[95],"approaches,":[96],"Guadalupe/Col\u00f3n":[98],"Archaeological":[99],"Project":[100,107],"is":[101,173,270],"presented":[102],"case":[105],"study.":[106],"applications":[108],"methodologies":[110,280],"regional-scale":[114],"identification":[115,187],"sites":[117],"using":[118,180],"geographic":[120],"information":[121],"system":[122],"(GIS)":[123],"or":[124],"light":[125],"detection":[126],"ranging":[128],"(LiDAR)":[129],"down":[130],"microscopic":[133],"scale":[134],"classifying":[136],"ceramic":[137,226,243],"materials":[138,244],"with":[139,255],"convolutional":[140],"neural":[141],"networks.":[142],"Methods":[143],"relating":[144],"3D":[147,214,223],"modeling":[148,179,215,224],"sites,":[150],"features,":[151],"artifacts":[153,227],"benefits":[156],"therein":[157],"explored.":[160],"In":[161],"this":[162],"paper,":[163],"overview":[165],"used":[169],"by":[170],"covered,":[174],"which":[175],"includes":[176],"1)":[177],"predictive":[178],"GIS":[182],"slope":[183],"analysis":[184],"for":[185,199,207,219,228,239],"possible":[189],"site":[190,200,208],"locations,":[191],"2)":[192],"structure":[193],"motion":[195],"(SfM)":[196],"drone":[197],"imagery":[198],"mapping":[201],"characterization,":[203,212],"3)":[204],"airborne":[205],"LiDAR":[206],"identification,":[209],"mapping,":[210],"4)":[213],"stone":[217],"features":[218],"improved":[220],"visualization,":[221],"5)":[222],"efficient":[230],"documentation,":[231],"6)":[233],"application":[235],"deep":[237],"learning":[238],"automated":[240],"classification":[241],"thin":[246],"section.":[247],"These":[248],"approaches":[249],"discussed":[251],"critically":[253],"considered":[254],"that":[258],"cooperation":[260],"domain":[262],"experts":[263],"engineering,":[265],"science,":[267],"important":[272],"means":[273],"improving":[275],"expanding":[277],"upon":[278],"digital":[279],"whole.":[285]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}