{"id":"https://openalex.org/W4377235109","doi":"https://doi.org/10.1109/tgrs.2023.3278471","title":"Multiobjective Optimization-Based Terrestrial Laser Scanning Layout Planning for Landslide Monitoring","display_name":"Multiobjective Optimization-Based Terrestrial Laser Scanning Layout Planning for Landslide Monitoring","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4377235109","doi":"https://doi.org/10.1109/tgrs.2023.3278471"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2023.3278471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3278471","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","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/A5091554015","display_name":"Wendian Zhang","orcid":"https://orcid.org/0000-0002-9390-3203"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wendian Zhang","raw_affiliation_strings":["State Key Laboratory of Geodesy and Earth&#x2019;s Dynamics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan, China","Faculty of Geomatics, East China University of Technology, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-9390-3203","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Geodesy and Earth&#x2019;s Dynamics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100667261","display_name":"Zhiping Chen","orcid":"https://orcid.org/0000-0002-3351-5831"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiping Chen","raw_affiliation_strings":["Faculty of Geomatics and the Key Laboratory of Mine Environmental Monitoring and Improving Around Poyang Lake of Ministry of Natural Resources, East China University of Technology, Nanchang, China","Faculty of Geomatics, East China University of Technology, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Geomatics and the Key Laboratory of Mine Environmental Monitoring and Improving Around Poyang Lake of Ministry of Natural Resources, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674","https://openalex.org/I211433327"]},{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007334941","display_name":"Ronggang Huang","orcid":"https://orcid.org/0000-0001-5637-0279"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronggang Huang","raw_affiliation_strings":["State Key Laboratory of Geodesy and Earth&#x2019;s Dynamics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5637-0279","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Geodesy and Earth&#x2019;s Dynamics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070096266","display_name":"Zhen Dong","orcid":"https://orcid.org/0000-0002-0152-3300"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Dong","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-0152-3300","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002193655","display_name":"Liming Jiang","orcid":"https://orcid.org/0000-0002-1127-9823"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liming Jiang","raw_affiliation_strings":["State Key Laboratory of Geodesy and Earth&#x2019;s Dynamics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan, China","College of Earth and Planetary Science, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1127-9823","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Geodesy and Earth&#x2019;s Dynamics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"College of Earth and Planetary Science, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102502390","display_name":"Yuanping Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanping Xia","raw_affiliation_strings":["Faculty of Geomatics, East China University of Technology, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055224746","display_name":"Chen Ben-fu","orcid":"https://orcid.org/0000-0002-5987-6344"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Benfu Chen","raw_affiliation_strings":["Faculty of Geomatics, East China University of Technology, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-5987-6344","affiliations":[{"raw_affiliation_string":"Faculty of Geomatics, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"last","author":{"id":null,"display_name":"Hansheng Wang","orcid":"https://orcid.org/0000-0002-3977-8886"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hansheng Wang","raw_affiliation_strings":["State Key Laboratory of Geodesy and Earth&#x2019;s Dynamics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-3977-8886","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Geodesy and Earth&#x2019;s Dynamics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan, China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7411,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93178682,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"61","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9995999932289124,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.62669438123703},{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.5880558490753174},{"id":"https://openalex.org/keywords/laser-scanning","display_name":"Laser scanning","score":0.5499680042266846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5110098123550415},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.4698074460029602},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.46533408761024475},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3723447322845459},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.2744799256324768},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.15907546877861023},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.12344393134117126}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.62669438123703},{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.5880558490753174},{"id":"https://openalex.org/C141349535","wikidata":"https://www.wikidata.org/wiki/Q1361664","display_name":"Laser scanning","level":3,"score":0.5499680042266846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5110098123550415},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.4698074460029602},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.46533408761024475},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3723447322845459},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.2744799256324768},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.15907546877861023},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.12344393134117126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2023.3278471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3278471","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1824900493","display_name":null,"funder_award_id":"41904031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1916906125","display_name":null,"funder_award_id":"42171443","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2418978512","display_name":null,"funder_award_id":"41801398","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2564820322","display_name":null,"funder_award_id":"42174055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3120974334","display_name":null,"funder_award_id":"2017YFA0603103","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7167611211","display_name":null,"funder_award_id":"2021CFA028","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G8636739323","display_name":null,"funder_award_id":"20202BABL213033","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W12000366","https://openalex.org/W606500684","https://openalex.org/W1963692954","https://openalex.org/W2022135111","https://openalex.org/W2022485595","https://openalex.org/W2030004954","https://openalex.org/W2034001752","https://openalex.org/W2043575561","https://openalex.org/W2062203286","https://openalex.org/W2085507535","https://openalex.org/W2092705708","https://openalex.org/W2097397777","https://openalex.org/W2126105956","https://openalex.org/W2133232576","https://openalex.org/W2135975766","https://openalex.org/W2137151237","https://openalex.org/W2263922105","https://openalex.org/W2395495148","https://openalex.org/W2468056801","https://openalex.org/W2495599185","https://openalex.org/W2531108548","https://openalex.org/W2584582287","https://openalex.org/W2659806505","https://openalex.org/W2751666005","https://openalex.org/W2756075896","https://openalex.org/W2766268043","https://openalex.org/W2804253639","https://openalex.org/W2903805338","https://openalex.org/W2943974318","https://openalex.org/W2963275099","https://openalex.org/W3036916009","https://openalex.org/W3084089724","https://openalex.org/W3086443039","https://openalex.org/W3132181248","https://openalex.org/W3185455913","https://openalex.org/W3195663093","https://openalex.org/W4252363501","https://openalex.org/W4293707349","https://openalex.org/W4298000531"],"related_works":["https://openalex.org/W2389676928","https://openalex.org/W4319317934","https://openalex.org/W3169474304","https://openalex.org/W2369104181","https://openalex.org/W3201652628","https://openalex.org/W2351984678","https://openalex.org/W2140032575","https://openalex.org/W2011860471","https://openalex.org/W2012196540","https://openalex.org/W3011451421"],"abstract_inverted_index":{"Terrestrial":[0],"laser":[1],"scanning":[2,66,204],"(TLS)":[3],"is":[4,14,35,72,81,115,233],"an":[5,102,234],"important":[6],"means":[7],"to":[8,17,85,117,199,224],"monitor":[9],"landslides,":[10],"and":[11,26,42,49,95,110,121,155,183,190,195,214],"the":[12,15,92,99,111,119,123,128,144,156,169,176,179,184,188,200,206,210,216,225,230,244],"layout":[13,31,59,239],"key":[16],"guarantee":[18],"captured":[19],"point":[20,50,96,153,191],"clouds":[21],"with":[22],"a":[23,44,149],"high":[24],"quality":[25],"low":[27],"cost.":[28],"Nevertheless,":[29],"TLS":[30,58,89,146,159,181,238,248],"in":[32,47,91,134,138],"landslide":[33,62,88,136,247],"monitoring":[34,90],"currently":[36],"determined":[37],"by":[38,193,212,219],"user\u2019s":[39,201,226],"subjective":[40],"experience,":[41],"shows":[43],"poor":[45],"performance":[46],"reliability":[48,177],"accuracy.":[51,97],"Therefore,":[52],"we":[53],"propose":[54],"multi-objective":[55,77],"optimization":[56,78],"based":[57,164],"planning":[60],"for":[61,237],"monitoring.":[63,249],"Three-dimensional":[64],"(3D)":[65],"simulation":[67,166],"of":[68,87,101,158,178,246],"candidate":[69],"scan":[70,160],"positions":[71],"first":[73],"carried":[74],"out.":[75],"A":[76],"problem":[79],"(MOP)":[80],"then":[82],"constructed":[83],"according":[84],"requirements":[86],"coverage,":[93,152],"cost,":[94],"Finally,":[98],"combination":[100],"improved":[103,175,187,209],"non-dominated":[104],"sorting":[105],"genetic":[106],"algorithm":[107,114],"\u2161":[108],"(NSGA-II)":[109],"Pareto-Edgeworth-Grierson":[112],"(PEG)":[113],"introduced":[116],"solve":[118],"MOP":[120],"obtain":[122],"optimal":[124],"layout.":[125],"To":[126],"test":[127],"proposed":[129,185,207,231],"method,":[130],"experiments":[131,163],"were":[132],"performed":[133],"two":[135],"sites":[137],"Wuhan,":[139],"China.":[140],"Results":[141],"showed":[142],"that":[143,168],"planned":[145,180],"layouts":[147],"reached":[148],"trade-off":[150],"among":[151],"accuracy,":[154],"number":[157],"positions.":[161],"Comparison":[162],"on":[165],"demonstrated":[167,205],"constraints":[170],"fused":[171],"into":[172],"NSGA-II":[173],"dramatically":[174],"layout,":[182],"method":[186,208,232],"coverage":[189,211],"accuracy":[192],"11.62%":[194],"1.52":[196],"times":[197],"compared":[198,223],"experience.":[202,227],"Real":[203],"10.48%,":[213],"reduced":[215],"deformation":[217],"error":[218],"0.78":[220],"mm~7.66":[221],"mm":[222],"In":[228],"summary,":[229],"efficient":[235],"approach":[236],"planning,":[240],"which":[241],"can":[242],"improve":[243],"ability":[245]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
