{"id":"https://openalex.org/W7162187746","doi":"https://doi.org/10.1007/s12145-026-02152-4","title":"A multi-dimensional modified deep learning framework for predicting potential creep-type landslides based on geological data","display_name":"A multi-dimensional modified deep learning framework for predicting potential creep-type landslides based on geological data","publication_year":2026,"publication_date":"2026-05-23","ids":{"openalex":"https://openalex.org/W7162187746","doi":"https://doi.org/10.1007/s12145-026-02152-4"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-026-02152-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-026-02152-4","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/A5100644814","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0002-8951-2648"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I2898894","display_name":"Liaoning University of Technology","ror":"https://ror.org/05ay23762","country_code":"CN","type":"education","lineage":["https://openalex.org/I2898894"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Liu","raw_affiliation_strings":["College of Construction Engineering, Jilin University, Changchun, Jilin, 130026, China","Liaoning Engineering Research Center of Utilization of Recycled Industrial Solid Wastes as Building Materials, Benxi, Liaoning, 117004, China","School of Resources and Civil Engineering, Liaoning Institute of Science and Technology, Benxi,  Liaoning, 117004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Construction Engineering, Jilin University, Changchun, Jilin, 130026, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Liaoning Engineering Research Center of Utilization of Recycled Industrial Solid Wastes as Building Materials, Benxi, Liaoning, 117004, China","institution_ids":["https://openalex.org/I176808543"]},{"raw_affiliation_string":"School of Resources and Civil Engineering, Liaoning Institute of Science and Technology, Benxi,  Liaoning, 117004, China","institution_ids":["https://openalex.org/I2898894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136842516","display_name":"Peihua Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peihua Xu","raw_affiliation_strings":["College of Construction Engineering, Jilin University, Changchun, Jilin, 130026, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Construction Engineering, Jilin University, Changchun, Jilin, 130026, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136841971","display_name":"Chen Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Cao","raw_affiliation_strings":["College of Construction Engineering, Jilin University, Changchun, Jilin, 130026, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Construction Engineering, Jilin University, Changchun, Jilin, 130026, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136841408","display_name":"Liling Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]},{"id":"https://openalex.org/I2898894","display_name":"Liaoning University of Technology","ror":"https://ror.org/05ay23762","country_code":"CN","type":"education","lineage":["https://openalex.org/I2898894"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liling Jin","raw_affiliation_strings":["Liaoning Engineering Research Center of Utilization of Recycled Industrial Solid Wastes as Building Materials, Benxi, Liaoning, 117004, China","School of Resources and Civil Engineering, Liaoning Institute of Science and Technology, Benxi,  Liaoning, 117004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liaoning Engineering Research Center of Utilization of Recycled Industrial Solid Wastes as Building Materials, Benxi, Liaoning, 117004, China","institution_ids":["https://openalex.org/I176808543"]},{"raw_affiliation_string":"School of Resources and Civil Engineering, Liaoning Institute of Science and Technology, Benxi,  Liaoning, 117004, China","institution_ids":["https://openalex.org/I2898894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677137","display_name":"Bo Han","orcid":"https://orcid.org/0000-0001-9776-7176"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Han","raw_affiliation_strings":["College of Construction Engineering, Jilin University, Changchun, Jilin, 130026, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Construction Engineering, Jilin University, Changchun, Jilin, 130026, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034292946","display_name":"Rongchen Ma","orcid":"https://orcid.org/0000-0002-3591-6807"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]},{"id":"https://openalex.org/I2898894","display_name":"Liaoning University of Technology","ror":"https://ror.org/05ay23762","country_code":"CN","type":"education","lineage":["https://openalex.org/I2898894"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongchen Ma","raw_affiliation_strings":["Liaoning Engineering Research Center of Utilization of Recycled Industrial Solid Wastes as Building Materials, Benxi, Liaoning, 117004, China","School of Resources and Civil Engineering, Liaoning Institute of Science and Technology, Benxi,  Liaoning, 117004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liaoning Engineering Research Center of Utilization of Recycled Industrial Solid Wastes as Building Materials, Benxi, Liaoning, 117004, China","institution_ids":["https://openalex.org/I176808543"]},{"raw_affiliation_string":"School of Resources and Civil Engineering, Liaoning Institute of Science and Technology, Benxi,  Liaoning, 117004, China","institution_ids":["https://openalex.org/I2898894"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136835536","display_name":"Chensi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]},{"id":"https://openalex.org/I2898894","display_name":"Liaoning University of Technology","ror":"https://ror.org/05ay23762","country_code":"CN","type":"education","lineage":["https://openalex.org/I2898894"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chensi Li","raw_affiliation_strings":["Liaoning Engineering Research Center of Utilization of Recycled Industrial Solid Wastes as Building Materials, Benxi, Liaoning, 117004, China","School of Resources and Civil Engineering, Liaoning Institute of Science and Technology, Benxi,  Liaoning, 117004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liaoning Engineering Research Center of Utilization of Recycled Industrial Solid Wastes as Building Materials, Benxi, Liaoning, 117004, China","institution_ids":["https://openalex.org/I176808543"]},{"raw_affiliation_string":"School of Resources and Civil Engineering, Liaoning Institute of Science and Technology, Benxi,  Liaoning, 117004, China","institution_ids":["https://openalex.org/I2898894"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5136842516"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57822443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.899399995803833,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.899399995803833,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.08879999816417694,"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"}},{"id":"https://openalex.org/T12543","display_name":"Groundwater and Watershed Analysis","score":0.0017999999690800905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.9032999873161316},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.6312000155448914},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.47429999709129333},{"id":"https://openalex.org/keywords/deformation-monitoring","display_name":"Deformation monitoring","score":0.47119998931884766},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44760000705718994},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4336000084877014},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4269999861717224},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.41929998993873596},{"id":"https://openalex.org/keywords/interferometric-synthetic-aperture-radar","display_name":"Interferometric synthetic aperture radar","score":0.3871000111103058}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.9032999873161316},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.6312000155448914},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.6064000129699707},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.47429999709129333},{"id":"https://openalex.org/C136428324","wikidata":"https://www.wikidata.org/wiki/Q838414","display_name":"Deformation monitoring","level":3,"score":0.47119998931884766},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44760000705718994},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4336000084877014},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4269999861717224},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4250999987125397},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.41929998993873596},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39340001344680786},{"id":"https://openalex.org/C22286887","wikidata":"https://www.wikidata.org/wiki/Q1666056","display_name":"Interferometric synthetic aperture radar","level":3,"score":0.3871000111103058},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38420000672340393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3806000053882599},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3783000111579895},{"id":"https://openalex.org/C149912024","wikidata":"https://www.wikidata.org/wiki/Q462188","display_name":"Creep","level":2,"score":0.3725000023841858},{"id":"https://openalex.org/C2986897749","wikidata":"https://www.wikidata.org/wiki/Q231761","display_name":"Potential field","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C55359492","wikidata":"https://www.wikidata.org/wiki/Q7935671","display_name":"Viscoplasticity","level":4,"score":0.3125},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.2955999970436096},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.2881999909877777},{"id":"https://openalex.org/C166689943","wikidata":"https://www.wikidata.org/wiki/Q850283","display_name":"Interferometry","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2856000065803528},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.28529998660087585},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.27730000019073486},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.26910001039505005},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.2635999917984009},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.25859999656677246},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C39891107","wikidata":"https://www.wikidata.org/wiki/Q5767098","display_name":"Hinge loss","level":3,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-026-02152-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-026-02152-4","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":[{"score":0.783352792263031,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W170357129","https://openalex.org/W1967187046","https://openalex.org/W1970331803","https://openalex.org/W1970767798","https://openalex.org/W1982564829","https://openalex.org/W1999992303","https://openalex.org/W2008805720","https://openalex.org/W2026585623","https://openalex.org/W2042183912","https://openalex.org/W2062203286","https://openalex.org/W2076711511","https://openalex.org/W2103154429","https://openalex.org/W2122053459","https://openalex.org/W2128352144","https://openalex.org/W2187054651","https://openalex.org/W2809634612","https://openalex.org/W3002552951","https://openalex.org/W3048093925","https://openalex.org/W3124830746","https://openalex.org/W3131324180","https://openalex.org/W3159635471","https://openalex.org/W3206337481","https://openalex.org/W4220910899","https://openalex.org/W4280592404","https://openalex.org/W4285158631","https://openalex.org/W4285164099","https://openalex.org/W4285505614","https://openalex.org/W4289527478","https://openalex.org/W4289635928","https://openalex.org/W4307358091","https://openalex.org/W4313532623","https://openalex.org/W4316037202","https://openalex.org/W4323313177","https://openalex.org/W4375851321","https://openalex.org/W4382999147","https://openalex.org/W4386144946","https://openalex.org/W4386509223","https://openalex.org/W4391310457","https://openalex.org/W4391887471","https://openalex.org/W4393339929","https://openalex.org/W4394620938","https://openalex.org/W4395067901","https://openalex.org/W4395675470","https://openalex.org/W4399780409","https://openalex.org/W4400912641","https://openalex.org/W4401117325","https://openalex.org/W4401354606","https://openalex.org/W4401653145","https://openalex.org/W4402099111","https://openalex.org/W4402277785","https://openalex.org/W4402469109","https://openalex.org/W4403291919","https://openalex.org/W4403415962","https://openalex.org/W4404617181","https://openalex.org/W4405092043","https://openalex.org/W4405987645"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2026-05-24T00:00:00"}