{"id":"https://openalex.org/W4405457938","doi":"https://doi.org/10.1007/s12145-024-01499-w","title":"Assessment of frost heave in coarse-grained soil: a novel application of multi-strategy enhanced dung beetle-optimized KELM model","display_name":"Assessment of frost heave in coarse-grained soil: a novel application of multi-strategy enhanced dung beetle-optimized KELM model","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4405457938","doi":"https://doi.org/10.1007/s12145-024-01499-w"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01499-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01499-w","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","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/A5109790880","display_name":"Mingwei Hai","orcid":null},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I4210093956","display_name":"Heilongjiang Provincial Institute of Hydraulic Research","ror":"https://ror.org/00gy01w86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093956"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwei Hai","raw_affiliation_strings":["College of Civil Engineering and Architecture, Harbin University of Science and Technology, Harbin, 150080, Heilongjiang, China","Heilongjiang Province Hydraulic Research Institute, Harbin, 150080, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Civil Engineering and Architecture, Harbin University of Science and Technology, Harbin, 150080, Heilongjiang, China","institution_ids":["https://openalex.org/I100188998"]},{"raw_affiliation_string":"Heilongjiang Province Hydraulic Research Institute, Harbin, 150080, Heilongjiang, China","institution_ids":["https://openalex.org/I4210093956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100609813","display_name":"Miao Wang","orcid":"https://orcid.org/0000-0002-6354-7324"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I4210093956","display_name":"Heilongjiang Provincial Institute of Hydraulic Research","ror":"https://ror.org/00gy01w86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093956"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Miao Wang","raw_affiliation_strings":["College of Civil Engineering and Architecture, Harbin University of Science and Technology, Harbin, 150080, Heilongjiang, China","Heilongjiang Province Hydraulic Research Institute, Harbin, 150080, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Civil Engineering and Architecture, Harbin University of Science and Technology, Harbin, 150080, Heilongjiang, China","institution_ids":["https://openalex.org/I100188998"]},{"raw_affiliation_string":"Heilongjiang Province Hydraulic Research Institute, Harbin, 150080, Heilongjiang, China","institution_ids":["https://openalex.org/I4210093956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018970525","display_name":"Bin Zhou","orcid":"https://orcid.org/0000-0002-1376-4531"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhou","raw_affiliation_strings":["College of Civil Engineering and Architecture, Harbin University of Science and Technology, Harbin, 150080, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Civil Engineering and Architecture, Harbin University of Science and Technology, Harbin, 150080, Heilongjiang, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100360477","display_name":"Qi Zhang","orcid":"https://orcid.org/0009-0009-7709-597X"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["College of Civil Engineering and Architecture, Harbin University of Science and Technology, Harbin, 150080, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Civil Engineering and Architecture, Harbin University of Science and Technology, Harbin, 150080, Heilongjiang, China","institution_ids":["https://openalex.org/I100188998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100609813"],"corresponding_institution_ids":["https://openalex.org/I100188998","https://openalex.org/I4210093956"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.4783,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80498737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10716","display_name":"Soil and Unsaturated Flow","score":0.9907000064849854,"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/T10716","display_name":"Soil and Unsaturated Flow","score":0.9907000064849854,"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/T12293","display_name":"Dam Engineering and Safety","score":0.9769999980926514,"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/T12676","display_name":"Machine Learning and ELM","score":0.9634000062942505,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/frost","display_name":"Frost (temperature)","score":0.5762038826942444},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5388249158859253},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.5268539190292358},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5165814161300659},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.49851059913635254},{"id":"https://openalex.org/keywords/frost-heaving","display_name":"Frost heaving","score":0.46886661648750305},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.4597383737564087},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.4227394461631775},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.42017388343811035},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39215314388275146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33998793363571167},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.33797726035118103},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.33377379179000854},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1823107898235321},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.17177996039390564}],"concepts":[{"id":"https://openalex.org/C4988496","wikidata":"https://www.wikidata.org/wiki/Q1135221","display_name":"Frost (temperature)","level":2,"score":0.5762038826942444},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5388249158859253},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.5268539190292358},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5165814161300659},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.49851059913635254},{"id":"https://openalex.org/C65653873","wikidata":"https://www.wikidata.org/wiki/Q1432833","display_name":"Frost heaving","level":2,"score":0.46886661648750305},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4597383737564087},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.4227394461631775},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.42017388343811035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39215314388275146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33998793363571167},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.33797726035118103},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.33377379179000854},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1823107898235321},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.17177996039390564},{"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:10.1007/s12145-024-01499-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01499-w","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2372093654","display_name":null,"funder_award_id":"42401175","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G738560871","display_name":null,"funder_award_id":"ZD2023E008","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W1857789879","https://openalex.org/W1990938413","https://openalex.org/W2011751362","https://openalex.org/W2024445203","https://openalex.org/W2026131661","https://openalex.org/W2049552994","https://openalex.org/W2061438946","https://openalex.org/W2066844091","https://openalex.org/W2071584750","https://openalex.org/W2111072639","https://openalex.org/W2122040390","https://openalex.org/W2267728213","https://openalex.org/W2290883490","https://openalex.org/W2589693698","https://openalex.org/W2604280637","https://openalex.org/W2754460950","https://openalex.org/W2767563025","https://openalex.org/W2800370657","https://openalex.org/W2887773427","https://openalex.org/W2898254702","https://openalex.org/W2899740357","https://openalex.org/W2904476286","https://openalex.org/W2950792574","https://openalex.org/W2967720154","https://openalex.org/W2997390091","https://openalex.org/W2998553334","https://openalex.org/W3011962363","https://openalex.org/W3026291827","https://openalex.org/W3044967403","https://openalex.org/W3126780384","https://openalex.org/W3134633772","https://openalex.org/W3158834298","https://openalex.org/W3159941795","https://openalex.org/W3169726955","https://openalex.org/W3194612862","https://openalex.org/W3200371018","https://openalex.org/W3206108317","https://openalex.org/W4206918024","https://openalex.org/W4214889227","https://openalex.org/W4280597320","https://openalex.org/W4283784243","https://openalex.org/W4306743593","https://openalex.org/W4307722364","https://openalex.org/W4310004251","https://openalex.org/W4320472689","https://openalex.org/W4362467842","https://openalex.org/W4362665748","https://openalex.org/W4366439466","https://openalex.org/W4366551611","https://openalex.org/W4381849601","https://openalex.org/W4382371099","https://openalex.org/W4383093625","https://openalex.org/W4383198267","https://openalex.org/W4383912736","https://openalex.org/W4385259181","https://openalex.org/W4386055512","https://openalex.org/W4386461045","https://openalex.org/W4386987860","https://openalex.org/W4387059626","https://openalex.org/W4388034500","https://openalex.org/W4388553450","https://openalex.org/W4390013600","https://openalex.org/W4393110889","https://openalex.org/W4393132448","https://openalex.org/W4393180655","https://openalex.org/W4393379280","https://openalex.org/W4393899638","https://openalex.org/W4399555519","https://openalex.org/W4399699185","https://openalex.org/W4400871349","https://openalex.org/W4401288983","https://openalex.org/W4402922816","https://openalex.org/W4403063960"],"related_works":["https://openalex.org/W1978402642","https://openalex.org/W2369163617","https://openalex.org/W2468524118","https://openalex.org/W2363404435","https://openalex.org/W3119416185","https://openalex.org/W612013458","https://openalex.org/W2042532556","https://openalex.org/W4382982879","https://openalex.org/W4311044000","https://openalex.org/W1964082513"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
