{"id":"https://openalex.org/W7203495375","doi":"https://doi.org/10.1080/15583058.2026.2711337","title":"Integration of Satellite-Derived Geophysical Information into the Monitoring Framework of Monumental Buildings","display_name":"Integration of Satellite-Derived Geophysical Information into the Monitoring Framework of Monumental Buildings","publication_year":2026,"publication_date":"2026-08-13","ids":{"openalex":"https://openalex.org/W7203495375","doi":"https://doi.org/10.1080/15583058.2026.2711337"},"language":"en","primary_location":{"id":"doi:10.1080/15583058.2026.2711337","doi":"https://doi.org/10.1080/15583058.2026.2711337","is_oa":true,"landing_page_url":"https://doi.org/10.1080/15583058.2026.2711337","pdf_url":null,"source":{"id":"https://openalex.org/S37224784","display_name":"International Journal of Architectural Heritage","issn_l":"1558-3058","issn":["1558-3058","1558-3066"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Architectural Heritage","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1080/15583058.2026.2711337","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5141088855","display_name":"Cristian Capodicasa","orcid":"https://orcid.org/0009-0005-5633-9964","observed_orcids":["https://orcid.org/0009-0005-5633-9964"]},"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":true,"raw_author_name":"Cristian Capodicasa","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":"https://orcid.org/0009-0005-5633-9964","affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031465781","display_name":"Stefania Coccimiglio","orcid":"https://orcid.org/0000-0002-5399-4243","observed_orcids":["https://orcid.org/0000-0002-5399-4243"]},"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":"Stefania Coccimiglio","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":"https://orcid.org/0000-0002-5399-4243","affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047533727","display_name":"Gaetano Miraglia","orcid":"https://orcid.org/0000-0002-3611-0215","observed_orcids":["https://orcid.org/0000-0002-3611-0215"]},"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":"Gaetano Miraglia","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":"https://orcid.org/0000-0002-3611-0215","affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011378365","display_name":"Rosario Ceravolo","orcid":"https://orcid.org/0000-0001-5880-8457","observed_orcids":["https://orcid.org/0000-0001-5880-8457"]},"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":"Rosario Ceravolo","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":"https://orcid.org/0000-0001-5880-8457","affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5141088855"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57355319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T11352","display_name":"Masonry and Concrete Structural Analysis","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T12940","display_name":"Structural Engineering and Materials Analysis","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/structural-health-monitoring","display_name":"structural health monitoring","score":0.9760000109672546},{"id":"https://openalex.org/keywords/historic-buildings","display_name":"historic buildings","score":0.9210000038146973},{"id":"https://openalex.org/keywords/monumental-architecture","display_name":"monumental architecture","score":0.7720000147819519},{"id":"https://openalex.org/keywords/soil-moisture","display_name":"soil moisture","score":0.718999981880188},{"id":"https://openalex.org/keywords/soil-structure-interaction","display_name":"soil-structure interaction","score":0.906000018119812},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"relevance vector machine","score":0.949999988079071},{"id":"https://openalex.org/keywords/sparse-bayesian-learning","display_name":"sparse Bayesian learning","score":0.9990000128746033}],"concepts":[{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.5823000073432922},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5722000002861023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4740999937057495},{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.4560000002384186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4047999978065491},{"id":"https://openalex.org/C539469273","wikidata":"https://www.wikidata.org/wiki/Q1749732","display_name":"Environmental monitoring","level":2,"score":0.4007999897003174},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3774999976158142},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3725000023841858},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3718999922275543},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.3716999888420105},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3662000000476837},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3612000048160553},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3368000090122223},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.33000001311302185},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.3124000132083893},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.311599999666214},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.2939999997615814},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.2791999876499176},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2741999924182892},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.273499995470047},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2612999975681305},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.257999986410141},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.25529998540878296}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/15583058.2026.2711337","doi":"https://doi.org/10.1080/15583058.2026.2711337","is_oa":true,"landing_page_url":"https://doi.org/10.1080/15583058.2026.2711337","pdf_url":null,"source":{"id":"https://openalex.org/S37224784","display_name":"International Journal of Architectural Heritage","issn_l":"1558-3058","issn":["1558-3058","1558-3066"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Architectural Heritage","raw_type":"journal-article"},{"id":"pmh:oai:iris.polito.it:11583/3014448","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11583/3014448","pdf_url":null,"source":{"id":"https://openalex.org/S7407055329","display_name":"PORTO@Iris","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1080/15583058.2026.2711337","doi":"https://doi.org/10.1080/15583058.2026.2711337","is_oa":true,"landing_page_url":"https://doi.org/10.1080/15583058.2026.2711337","pdf_url":null,"source":{"id":"https://openalex.org/S37224784","display_name":"International Journal of Architectural Heritage","issn_l":"1558-3058","issn":["1558-3058","1558-3066"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Architectural Heritage","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.47999998927116394,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"sustainable_development_goals_aurora":[{"score":0.6694679856300354,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1574447377","https://openalex.org/W1648445109","https://openalex.org/W1977584235","https://openalex.org/W1991369962","https://openalex.org/W2006862167","https://openalex.org/W2014650835","https://openalex.org/W2016592425","https://openalex.org/W2028885777","https://openalex.org/W2037389962","https://openalex.org/W2039488112","https://openalex.org/W2041101642","https://openalex.org/W2042251000","https://openalex.org/W2044930767","https://openalex.org/W2068844124","https://openalex.org/W2079299474","https://openalex.org/W2085980369","https://openalex.org/W2086406899","https://openalex.org/W2088530548","https://openalex.org/W2092944036","https://openalex.org/W2093478562","https://openalex.org/W2112765308","https://openalex.org/W2137807472","https://openalex.org/W2147926935","https://openalex.org/W2148154358","https://openalex.org/W2151191842","https://openalex.org/W2155033980","https://openalex.org/W2405540449","https://openalex.org/W2406981004","https://openalex.org/W2488758846","https://openalex.org/W2502759836","https://openalex.org/W2582566895","https://openalex.org/W2584144033","https://openalex.org/W2613155882","https://openalex.org/W2620645255","https://openalex.org/W2738208844","https://openalex.org/W2753675048","https://openalex.org/W2755929526","https://openalex.org/W2799649510","https://openalex.org/W2898347655","https://openalex.org/W2900786195","https://openalex.org/W2905540402","https://openalex.org/W2911857983","https://openalex.org/W2964120949","https://openalex.org/W2981948450","https://openalex.org/W2990744069","https://openalex.org/W3003185214","https://openalex.org/W3006359685","https://openalex.org/W3016123475","https://openalex.org/W3026124411","https://openalex.org/W3092005466","https://openalex.org/W3111222629","https://openalex.org/W3120482199","https://openalex.org/W3200592856","https://openalex.org/W4200467690","https://openalex.org/W4211175469","https://openalex.org/W4239677523","https://openalex.org/W4242841269","https://openalex.org/W4290803925","https://openalex.org/W4292915233","https://openalex.org/W4380901653","https://openalex.org/W4382752302","https://openalex.org/W4389057753","https://openalex.org/W4390086802","https://openalex.org/W4401022872","https://openalex.org/W4411329193","https://openalex.org/W7128546880"],"related_works":[],"abstract_inverted_index":{"Understanding":[0],"the":[1,77,88,164,187],"influence":[2],"of":[3,21,91,97,167,177,189],"environmental":[4,62,152,190],"and":[5,53,64,83,100,104,115,123,154,192,196],"soil-related":[6,151],"factors":[7],"on":[8,71],"structural":[9,17,65,128,158],"response":[10],"is":[11,69,132],"a":[12,31,47],"key":[13],"challenge":[14],"in":[15,34,157],"long-term":[16,135],"health":[18],"monitoring":[19,120,136,198],"(SHM)":[20],"heritage":[22,178],"structures.":[23],"Among":[24],"these":[25],"factors,":[26],"soil":[27,107,116],"moisture":[28,108],"can":[29],"play":[30],"significant":[32],"role":[33],"soil-structure":[35],"interactions":[36],"(SSIs),":[37],"although":[38],"on-site":[39,54],"measurements":[40,117,183],"are":[41,110,184],"often":[42],"unavailable.":[43],"This":[44],"paper":[45],"proposes":[46],"framework":[48],"that":[49,147],"integrates":[50],"heterogeneous":[51],"satellite-derived":[52,148],"data":[55,137],"for":[56],"modelling":[57],"complex,":[58],"non-linear":[59],"relationships":[60],"between":[61],"variables":[63],"response.":[66],"The":[67,130],"methodology":[68,131],"based":[70],"relevance":[72],"vector":[73],"machines":[74],"(RVMs)":[75],"within":[76],"sparse":[78],"Bayesian":[79],"learning":[80],"(SBL)":[81],"paradigm":[82],"incorporates":[84],"latent":[85],"parameters":[86],"governing":[87],"expansion":[89],"order":[90],"basis":[92],"functions,":[93],"enabling":[94,193],"automatic":[95],"selection":[96],"informative":[98],"predictors":[99],"promoting":[101],"model":[102],"sparsity":[103],"interpretability.":[105],"Satellite-derived":[106],"products":[109],"integrated":[111],"with":[112],"structural,":[113],"environmental,":[114],"to":[118,174],"reconstruct":[119],"time":[121],"histories":[122],"infer":[124],"unobserved":[125],"states":[126],"influencing":[127],"behaviour.":[129,159],"validated":[133],"using":[134],"from":[138],"an":[139],"extensively":[140],"monitored":[141],"major":[142],"historic":[143],"dome.":[144],"Results":[145],"demonstrate":[146],"information":[149],"captures":[150],"effects":[153],"explains":[155],"variations":[156],"These":[160],"findings,":[161],"supported":[162],"by":[163],"large-scale":[165],"availability":[166],"geophysical":[168],"satellite":[169],"data,":[170],"highlight":[171],"their":[172],"potential":[173],"support":[175],"SHM":[176],"structures,":[179],"particularly":[180],"where":[181],"direct":[182],"limited,":[185],"improving":[186],"interpretation":[188],"influences":[191],"more":[194],"efficient":[195],"informed":[197],"strategies.":[199]},"counts_by_year":[],"updated_date":"2026-10-15T10:00:46.086208","created_date":"2026-08-15T00:00:00"}
