{"id":"https://openalex.org/W7224113441","doi":"https://doi.org/10.3850/grf-25280825_isgsr-091-p274-cd","title":"Predicting Settlements Development Under Road Embankment Using Probabilistic Models","display_name":"Predicting Settlements Development Under Road Embankment Using Probabilistic Models","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7224113441","doi":"https://doi.org/10.3850/grf-25280825_isgsr-091-p274-cd"},"language":"en","primary_location":{"id":"doi:10.3850/grf-25280825_isgsr-091-p274-cd","doi":"https://doi.org/10.3850/grf-25280825_isgsr-091-p274-cd","is_oa":true,"landing_page_url":"https://doi.org/10.3850/grf-25280825_isgsr-091-p274-cd","pdf_url":"https://rpsonline.com.sg/proceedings/isgsr2025/pdf/P274.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Symposium for Geotechnical Safety and Risk (ISGSR)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://rpsonline.com.sg/proceedings/isgsr2025/pdf/P274.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032873972","display_name":"Hilde Aas N\u00f8st","orcid":"https://orcid.org/0009-0007-5120-4096","observed_orcids":["https://orcid.org/0009-0007-5120-4096"]},"institutions":[{"id":"https://openalex.org/I125968788","display_name":"Norwegian Geotechnical Institute","ror":"https://ror.org/032ksge37","country_code":"NO","type":"other","lineage":["https://openalex.org/I125968788"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Hilde Aas N\u00f8st","raw_affiliation_strings":["Norwegian Geotechnical Institute , Trondheim , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian Geotechnical Institute , Trondheim , Norway","institution_ids":["https://openalex.org/I125968788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038282851","display_name":"\u00c5se Marit Wist Amdal","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u00c5se Marit Wist Amdal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083976564","display_name":"Anteneh Biru Tsegaye","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I125968788","display_name":"Norwegian Geotechnical Institute","ror":"https://ror.org/032ksge37","country_code":"NO","type":"other","lineage":["https://openalex.org/I125968788"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Anteneh Biru Tsegaye","raw_affiliation_strings":["Norwegian Geotechnical Institute , Trondheim , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian Geotechnical Institute , Trondheim , Norway","institution_ids":["https://openalex.org/I125968788"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102715304","display_name":"Priscilla Paniagua","orcid":"https://orcid.org/0000-0002-6777-6976","observed_orcids":["https://orcid.org/0000-0002-6777-6976"]},"institutions":[{"id":"https://openalex.org/I125968788","display_name":"Norwegian Geotechnical Institute","ror":"https://ror.org/032ksge37","country_code":"NO","type":"other","lineage":["https://openalex.org/I125968788"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Priscilla Paniagua","raw_affiliation_strings":["Norwegian Geotechnical Institute , Trondheim , Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian Geotechnical Institute , Trondheim , Norway","institution_ids":["https://openalex.org/I125968788"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"425","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":0.9965999722480774,"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/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":0.9965999722480774,"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/T10233","display_name":"Geotechnical Engineering and Soil Mechanics","score":0.0020000000949949026,"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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.0012000000569969416,"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/settlement-prediction","display_name":"settlement prediction","score":0.7379999756813049},{"id":"https://openalex.org/keywords/road-embankments","display_name":"road embankments","score":0.968999981880188},{"id":"https://openalex.org/keywords/sensitive-clay","display_name":"sensitive clay","score":0.9150000214576721},{"id":"https://openalex.org/keywords/vertical-drains","display_name":"vertical drains","score":0.8059999942779541},{"id":"https://openalex.org/keywords/preloading","display_name":"preloading","score":0.9810000061988831},{"id":"https://openalex.org/keywords/soil-improvement","display_name":"soil improvement","score":0.7580000162124634},{"id":"https://openalex.org/keywords/probabilistic-models","display_name":"probabilistic models","score":0.7950000166893005},{"id":"https://openalex.org/keywords/regression-models","display_name":"regression models","score":0.9300000071525574},{"id":"https://openalex.org/keywords/final-settlement","display_name":"final settlement","score":0.5289999842643738},{"id":"https://openalex.org/keywords/piezometers","display_name":"piezometers","score":0.8230000138282776},{"id":"https://openalex.org/keywords/lime-cement-columns","display_name":"lime-cement columns","score":0.6710000038146973},{"id":"https://openalex.org/keywords/co2-emissions","display_name":"CO2 emissions","score":0.6539999842643738}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6862999796867371},{"id":"https://openalex.org/C115038398","wikidata":"https://www.wikidata.org/wiki/Q105190","display_name":"Levee","level":2,"score":0.6632000207901001},{"id":"https://openalex.org/C16678853","wikidata":"https://www.wikidata.org/wiki/Q486972","display_name":"Human settlement","level":2,"score":0.47760000824928284},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.45170000195503235},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.3912000060081482},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.34630000591278076},{"id":"https://openalex.org/C2780230596","wikidata":"https://www.wikidata.org/wiki/Q1244922","display_name":"Embankment dam","level":3,"score":0.33469998836517334},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.31769999861717224},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.31630000472068787},{"id":"https://openalex.org/C76969082","wikidata":"https://www.wikidata.org/wiki/Q486902","display_name":"Mathematical model","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.30149999260902405},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.29829999804496765},{"id":"https://openalex.org/C2777063073","wikidata":"https://www.wikidata.org/wiki/Q1553237","display_name":"Settlement (finance)","level":3,"score":0.2750999927520752},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27459999918937683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2696000039577484},{"id":"https://openalex.org/C77595967","wikidata":"https://www.wikidata.org/wiki/Q3151013","display_name":"Forensic engineering","level":1,"score":0.263700008392334},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.25929999351501465},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.2551000118255615}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3850/grf-25280825_isgsr-091-p274-cd","doi":"https://doi.org/10.3850/grf-25280825_isgsr-091-p274-cd","is_oa":true,"landing_page_url":"https://doi.org/10.3850/grf-25280825_isgsr-091-p274-cd","pdf_url":"https://rpsonline.com.sg/proceedings/isgsr2025/pdf/P274.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Symposium for Geotechnical Safety and Risk (ISGSR)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.3850/grf-25280825_isgsr-091-p274-cd","doi":"https://doi.org/10.3850/grf-25280825_isgsr-091-p274-cd","is_oa":true,"landing_page_url":"https://doi.org/10.3850/grf-25280825_isgsr-091-p274-cd","pdf_url":"https://rpsonline.com.sg/proceedings/isgsr2025/pdf/P274.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Symposium for Geotechnical Safety and Risk (ISGSR)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.8970999717712402},{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8787999749183655}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224113441.pdf","grobid_xml":"https://content.openalex.org/works/W7224113441.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7099081409","https://openalex.org/W2388804126","https://openalex.org/W2381835685","https://openalex.org/W2486280667","https://openalex.org/W4315695728","https://openalex.org/W7048765372","https://openalex.org/W2369940081","https://openalex.org/W4403331379","https://openalex.org/W4253070817","https://openalex.org/W6941265550"],"abstract_inverted_index":{"The":[0],"road":[1,15],"infrastructure":[2],"project":[3],"E6":[4],"Kvithammar-\u00c5sen":[5],"in":[6],"the":[7,21,59,77,83,90,101,107,126,136,141,157],"north":[8],"of":[9,23,61,82,89,167],"Trondheim,":[10],"Norway,":[11],"contains":[12],"several":[13],"large":[14,156],"embankments":[16],"on":[17,121,135,154],"sensitive":[18,127],"clay.To":[19],"improve":[20],"properties":[22],"such":[24,28],"clays":[25],"to":[26,41,57,117,144],"sustain":[27],"embankments,":[29],"limecement":[30],"columns":[31],"could":[32],"have":[33,39,49,68,92,110,132],"been":[34,50,69,93,111,133],"installed,":[35],"however,":[36],"this":[37,85,105],"would":[38],"led":[40],"high":[42],"CO2":[43],"emissions.Therefore,":[44],"preloading":[45],"and":[46,74,129,162],"vertical":[47,123],"drains":[48,124],"used":[51],"as":[52],"alternative":[53],"soil":[54,65],"improvement":[55],"measures":[56],"reduce":[58],"extent":[60],"traditional":[62],"lime-cement":[63],"columns.The":[64],"improved":[66],"areas":[67],"monitored":[70],"by":[71],"deformation":[72],"sensors":[73,143],"piezometers":[75],"during":[76],"1.5":[78],"years":[79],"since":[80],"construction":[81],"embankments.During":[84],"time,":[86],"continuous":[87],"assessments":[88],"settlements":[91,159,168],"performed":[94],"showing":[95],"that":[96],"physics-based":[97],"deterministic":[98],"models":[99,131],"underestimated":[100],"final":[102,158],"total":[103],"settlements.In":[104],"paper,":[106],"settlement":[108,142],"measurements":[109],"combined":[112],"with":[113],"available":[114],"site":[115],"data":[116,139],"gain":[118],"new":[119],"insights":[120],"how":[122,155],"affect":[125],"clays.Regression":[128],"probabilistic":[130,147],"applied":[134],"time":[137],"series":[138],"from":[140],"see":[145],"whether":[146],"methods":[148],"can":[149],"give":[150],"a":[151],"good":[152],"forecast":[153],"will":[160,169],"be":[161,170],"when":[163],"an":[164],"acceptable":[165],"rate":[166],"reached.":[171]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-29T00:00:00"}
