{"id":"https://openalex.org/W4383346668","doi":"https://doi.org/10.3390/rs15133407","title":"Landslide Identification Method Based on the FKGRNet Model for Remote Sensing Images","display_name":"Landslide Identification Method Based on the FKGRNet Model for Remote Sensing Images","publication_year":2023,"publication_date":"2023-07-05","ids":{"openalex":"https://openalex.org/W4383346668","doi":"https://doi.org/10.3390/rs15133407"},"language":"en","primary_location":{"id":"doi:10.3390/rs15133407","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15133407","pdf_url":"https://www.mdpi.com/2072-4292/15/13/3407/pdf?version=1688554968","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/13/3407/pdf?version=1688554968","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101405596","display_name":"Bing Xu","orcid":"https://orcid.org/0009-0001-9671-5478"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Xu","raw_affiliation_strings":["College of Civil Engineering, Hefei University of Technology, Hefei 230009, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Engineering, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056719441","display_name":"Chunju Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunju Zhang","raw_affiliation_strings":["College of Civil Engineering, Hefei University of Technology, Hefei 230009, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Engineering, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071484374","display_name":"Wencong Liu","orcid":"https://orcid.org/0000-0001-6918-9831"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wencong Liu","raw_affiliation_strings":["College of Civil Engineering, Hefei University of Technology, Hefei 230009, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Engineering, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058811596","display_name":"Jianwei Huang","orcid":"https://orcid.org/0000-0002-0207-8800"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Huang","raw_affiliation_strings":["College of Civil Engineering, Hefei University of Technology, Hefei 230009, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Engineering, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113135198","display_name":"Yujiao Su","orcid":null},"institutions":[{"id":"https://openalex.org/I106079672","display_name":"Hebei University of Engineering","ror":"https://ror.org/036h65h05","country_code":"CN","type":"education","lineage":["https://openalex.org/I106079672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujiao Su","raw_affiliation_strings":["School of Landscape and Ecological Engineering, Hebei University of Engineering, Handan 056038, China"],"affiliations":[{"raw_affiliation_string":"School of Landscape and Ecological Engineering, Hebei University of Engineering, Handan 056038, China","institution_ids":["https://openalex.org/I106079672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012454723","display_name":"Yucheng Yang","orcid":"https://orcid.org/0000-0002-6873-5279"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yucheng Yang","raw_affiliation_strings":["College of Civil Engineering, Hefei University of Technology, Hefei 230009, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Engineering, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089286645","display_name":"Weijie Jiang","orcid":"https://orcid.org/0000-0003-3686-4639"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Jiang","raw_affiliation_strings":["College of Civil Engineering, Hefei University of Technology, Hefei 230009, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Engineering, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101982532","display_name":"Wenhao Sun","orcid":"https://orcid.org/0000-0001-8190-0120"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Sun","raw_affiliation_strings":["College of Civil Engineering, Hefei University of Technology, Hefei 230009, China"],"affiliations":[{"raw_affiliation_string":"College of Civil Engineering, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5056719441"],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":7.1346,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.96488976,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"15","issue":"13","first_page":"3407","last_page":"3407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9998999834060669,"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":0.9998999834060669,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9571999907493591,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9571999907493591,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/landslide","display_name":"Landslide","score":0.8950738310813904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6509085893630981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5347484946250916},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4792604446411133},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.45197343826293945},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4488254189491272},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38100385665893555},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33150723576545715},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2301199734210968},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.0889677107334137}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.8950738310813904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6509085893630981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5347484946250916},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4792604446411133},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.45197343826293945},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4488254189491272},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38100385665893555},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33150723576545715},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2301199734210968},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0889677107334137},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15133407","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15133407","pdf_url":"https://www.mdpi.com/2072-4292/15/13/3407/pdf?version=1688554968","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b1a6a2dbd28a4be987f26133bc09e56f","is_oa":true,"landing_page_url":"https://doaj.org/article/b1a6a2dbd28a4be987f26133bc09e56f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 13, p 3407 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/13/3407/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15133407","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing; Volume 15; Issue 13; Pages: 3407","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15133407","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15133407","pdf_url":"https://www.mdpi.com/2072-4292/15/13/3407/pdf?version=1688554968","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1589044204","display_name":null,"funder_award_id":"2022-ARPE-KF04","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2743423088","display_name":null,"funder_award_id":"2022YFB3904201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5306819764","display_name":null,"funder_award_id":"42171453","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4383346668.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1539811621","https://openalex.org/W1978380426","https://openalex.org/W1988988493","https://openalex.org/W1989085630","https://openalex.org/W1993309459","https://openalex.org/W2012485971","https://openalex.org/W2046184576","https://openalex.org/W2053101950","https://openalex.org/W2056907797","https://openalex.org/W2070660819","https://openalex.org/W2096165408","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2116446698","https://openalex.org/W2194775991","https://openalex.org/W2483499652","https://openalex.org/W2591848569","https://openalex.org/W2618530766","https://openalex.org/W2765440071","https://openalex.org/W2793831793","https://openalex.org/W2901958252","https://openalex.org/W2919115771","https://openalex.org/W2963446712","https://openalex.org/W2964024144","https://openalex.org/W2979879981","https://openalex.org/W3038255481","https://openalex.org/W3085034080","https://openalex.org/W3138516171","https://openalex.org/W3155440405","https://openalex.org/W3211209280","https://openalex.org/W4205908653","https://openalex.org/W4211062138","https://openalex.org/W4225273624","https://openalex.org/W4281707042","https://openalex.org/W4285804235","https://openalex.org/W4296967084","https://openalex.org/W4304813562","https://openalex.org/W4309919927","https://openalex.org/W6677680739"],"related_works":["https://openalex.org/W2389676928","https://openalex.org/W3169474304","https://openalex.org/W2369104181","https://openalex.org/W3201652628","https://openalex.org/W4212972401","https://openalex.org/W2389287188","https://openalex.org/W3081499580","https://openalex.org/W2615020820","https://openalex.org/W3106883776","https://openalex.org/W2950100253"],"abstract_inverted_index":{"Currently,":[0],"researchers":[1],"commonly":[2],"use":[3,105,247],"convolutional":[4],"neural":[5],"network":[6,48,203],"(CNN)":[7],"models":[8,36],"for":[9,92,119],"landslide":[10,20,26,34,62,70,79,86,93,107,111,116,181,207,237,249],"remote":[11,120,256],"sensing":[12,121,257],"image":[13,80],"recognition.":[14],"However,":[15],"with":[16,168,201],"the":[17,23,83,104,132,138,143,146,151,154,171,174,189,198,216,224,236,241],"increase":[18],"in":[19,110,180,228,255],"monitoring":[21],"data,":[22,71],"available":[24],"multimodal":[25,69,85],"data":[27,87],"contain":[28],"rich":[29],"feature":[30,221,226],"information,":[31],"and":[32,54,58,72,101,113,127,141,157,192,233],"existing":[33],"recognition":[35,81,208,238],"have":[37],"difficulty":[38],"utilizing":[39],"such":[40],"data.":[41],"A":[42,61],"knowledge":[43,49,63,100,108,125,250],"graph":[44,64,76],"is":[45,65,184],"a":[46,78,115],"linguistic":[47],"base":[50],"capable":[51],"of":[52,106,135,145,188,230,248],"storing":[53],"describing":[55],"various":[56],"entities":[57],"their":[59],"relationships.":[60],"used":[66],"to":[67,251],"manage":[68],"by":[73,149],"integrating":[74],"this":[75,96],"into":[77],"model,":[82,153,173],"given":[84],"can":[88,244],"be":[89],"fully":[90],"utilized":[91],"identification.":[94],"In":[95],"paper,":[97],"we":[98],"combine":[99],"models,":[102],"introduce":[103],"graphs":[109,126],"identification,":[112],"propose":[114],"identification":[117],"method":[118],"images":[122],"that":[123,187],"fuses":[124],"ResNet":[128],"(FKGRNet).":[129],"We":[130],"take":[131],"Loess":[133],"Plateau":[134],"China":[136],"as":[137,170],"study":[139],"area":[140],"test":[142],"effect":[144],"fusion":[147,155],"model":[148,156,176,191,200,218,243],"comparing":[150],"baseline":[152,172,190,213],"other":[158,193],"deep":[159,194],"learning":[160,195],"models.":[161,196],"The":[162],"experimental":[163],"results":[164],"show":[165],"that,":[166],"first,":[167],"ResNet34":[169],"FKGRNet":[175,199,217,242],"achieves":[177],"95.08%":[178],"accuracy":[179,209,232],"recognition,":[182],"which":[183],"better":[185,206],"than":[186,210],"Second,":[197],"different":[202],"depths":[204],"has":[205],"its":[211],"corresponding":[212],"model.":[214],"Third,":[215],"based":[219],"on":[220,235],"splicing":[222],"outperforms":[223],"fused":[225],"classifier":[227],"terms":[229],"both":[231],"F1-score":[234],"task.":[239],"Therefore,":[240],"make":[245],"fuller":[246],"accurately":[252],"recognize":[253],"landslides":[254],"images.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":6}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
