{"id":"https://openalex.org/W7161596895","doi":"https://doi.org/10.31449/inf.v50i13.12993","title":"Quantitative Analysis of Soil Bearing Capacity Using Image-Based Morphology and Capacitive Moisture Sensing","display_name":"Quantitative Analysis of Soil Bearing Capacity Using Image-Based Morphology and Capacitive Moisture Sensing","publication_year":2026,"publication_date":"2026-05-18","ids":{"openalex":"https://openalex.org/W7161596895","doi":"https://doi.org/10.31449/inf.v50i13.12993"},"language":null,"primary_location":{"id":"doi:10.31449/inf.v50i13.12993","is_oa":true,"landing_page_url":"https://doi.org/10.31449/inf.v50i13.12993","pdf_url":null,"source":{"id":"https://openalex.org/S4210173311","display_name":"Informatica","issn_l":"0350-5596","issn":["0350-5596","1854-3871"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310314525","host_organization_name":"Slovenian Society Informatika","host_organization_lineage":["https://openalex.org/P4310314525"],"host_organization_lineage_names":["Slovenian Society Informatika"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.31449/inf.v50i13.12993","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041524886","display_name":"Febry Mandasari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Febry Mandasari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136451210","display_name":"Eri prasetyo Wibowo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eri prasetyo Wibowo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054069535","display_name":"Tubagus Maulana Kusuma","orcid":"https://orcid.org/0000-0002-0138-5315"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tubagus Maulana Kusuma","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5136376671","display_name":"Sri Wulandari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sri Wulandari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74631546,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":"13","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.781499981880188,"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"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.781499981880188,"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"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.03629999980330467,"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"}},{"id":"https://openalex.org/T10716","display_name":"Soil and Unsaturated Flow","score":0.027499999850988388,"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/capacitive-sensing","display_name":"Capacitive sensing","score":0.7754999995231628},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6632999777793884},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.39750000834465027},{"id":"https://openalex.org/keywords/bearing-capacity","display_name":"Bearing capacity","score":0.38929998874664307},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.3862000107765198},{"id":"https://openalex.org/keywords/hydraulic-conductivity","display_name":"Hydraulic conductivity","score":0.3625999987125397},{"id":"https://openalex.org/keywords/gravimetric-analysis","display_name":"Gravimetric analysis","score":0.3582000136375427},{"id":"https://openalex.org/keywords/porosity","display_name":"Porosity","score":0.34310001134872437}],"concepts":[{"id":"https://openalex.org/C206755178","wikidata":"https://www.wikidata.org/wiki/Q1131271","display_name":"Capacitive sensing","level":2,"score":0.7754999995231628},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6632999777793884},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5166000127792358},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.5145999789237976},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.482699990272522},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4745999872684479},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.39750000834465027},{"id":"https://openalex.org/C135677250","wikidata":"https://www.wikidata.org/wiki/Q3319673","display_name":"Bearing capacity","level":2,"score":0.38929998874664307},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.3862000107765198},{"id":"https://openalex.org/C63184880","wikidata":"https://www.wikidata.org/wiki/Q2783041","display_name":"Hydraulic conductivity","level":3,"score":0.3625999987125397},{"id":"https://openalex.org/C96278889","wikidata":"https://www.wikidata.org/wiki/Q192414","display_name":"Gravimetric analysis","level":2,"score":0.3582000136375427},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.34310001134872437},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.33309999108314514},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.3269999921321869},{"id":"https://openalex.org/C50516716","wikidata":"https://www.wikidata.org/wiki/Q877107","display_name":"Soil test","level":3,"score":0.3237999975681305},{"id":"https://openalex.org/C196715460","wikidata":"https://www.wikidata.org/wiki/Q1414356","display_name":"Compaction","level":2,"score":0.32089999318122864},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3100000023841858},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C182377489","wikidata":"https://www.wikidata.org/wiki/Q337829","display_name":"Subgrade","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C164374781","wikidata":"https://www.wikidata.org/wiki/Q1444861","display_name":"Void ratio","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2854999899864197},{"id":"https://openalex.org/C152494472","wikidata":"https://www.wikidata.org/wiki/Q386963","display_name":"Soil classification","level":3,"score":0.28439998626708984},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.2768000066280365},{"id":"https://openalex.org/C2781205627","wikidata":"https://www.wikidata.org/wiki/Q3457648","display_name":"Available water capacity","level":4,"score":0.2685999870300293}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31449/inf.v50i13.12993","is_oa":true,"landing_page_url":"https://doi.org/10.31449/inf.v50i13.12993","pdf_url":null,"source":{"id":"https://openalex.org/S4210173311","display_name":"Informatica","issn_l":"0350-5596","issn":["0350-5596","1854-3871"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310314525","host_organization_name":"Slovenian Society Informatika","host_organization_lineage":["https://openalex.org/P4310314525"],"host_organization_lineage_names":["Slovenian Society Informatika"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31449/inf.v50i13.12993","is_oa":true,"landing_page_url":"https://doi.org/10.31449/inf.v50i13.12993","pdf_url":null,"source":{"id":"https://openalex.org/S4210173311","display_name":"Informatica","issn_l":"0350-5596","issn":["0350-5596","1854-3871"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310314525","host_organization_name":"Slovenian Society Informatika","host_organization_lineage":["https://openalex.org/P4310314525"],"host_organization_lineage_names":["Slovenian Society Informatika"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1],"proposes":[2],"a":[3,79,87,179],"rapid":[4,117,184],"Pedon-scale":[5],"screening":[6],"framework":[7],"for":[8,183,200],"in-situ":[9],"soil":[10,16,24],"bearing":[11],"capacity":[12],"by":[13],"integrating":[14],"image-based":[15,147],"morphology":[17],"and":[18,45,68,91,105,112,119,128,187,197],"capacitive":[19,89,132],"moisture":[20],"sensing.":[21],"Six":[22],"disturbed":[23],"samples":[25],"were":[26],"collected":[27],"from":[28,53],"KIPP":[29],"IKN":[30],"(Nusantara),":[31],"Mandalika":[32],"(Central":[33,37],"Lombok),":[34],"Pulau":[35],"Seram":[36],"Maluku),":[38],"Desa":[39],"Mayang":[40],"(Sukoharjo),":[41],"Penajam":[42],"Paser":[43],"Utara,":[44],"Ciracas":[46],"(East":[47],"Jakarta).":[48],"Morphological":[49],"structure":[50],"was":[51,84,122],"quantified":[52],"smartphone":[54],"images":[55],"acquired":[56],"under":[57],"controlled":[58],"back-illumination":[59],"using":[60,86,124],"grayscale":[61],"conversion,":[62],"adaptive":[63],"histogram":[64],"equalization,":[65],"Otsu":[66],"thresholding,":[67],"morphological":[69],"opening":[70],"to":[71,93,107],"obtain":[72],"an":[73],"image-derived":[74],"porosity":[75],"index":[76],"treated":[77],"as":[78],"void-ratio":[80,148],"proxy.":[81],"Moisture":[82],"content":[83,111],"measured":[85],"low-cost":[88,181],"probe":[90],"mapped":[92],"percentage":[94],"water":[95,110],"content.":[96],"Laboratory":[97],"references":[98],"followed":[99],"ASTM":[100,103],"standards":[101],"(e.g.,":[102],"D2216":[104],"D854)":[106],"compute":[108],"gravimetric":[109],"void":[113],"ratio.":[114],"Agreement":[115],"between":[116],"estimators":[118],"laboratory":[120],"values":[121],"assessed":[123],"RMSE/NRMSE,":[125],"normality":[126],"testing,":[127],"Pearson":[129],"correlation.":[130],"The":[131,175],"sensor":[133,198],"achieved":[134,150],"RMSE":[135,151],"=":[136,139,143,152,155,159],"2.4366%":[137],"(NRMSE":[138,154],"7.56%)":[140],"with":[141,157,169],"r":[142,158],"0.9956,":[144],"while":[145,190],"the":[146],"proxy":[149],"0.0255":[153],"18.89%)":[156],"0.8670.":[160],"A":[161],"rule-based":[162],"fusion":[163],"of":[164],"porosity\u2013moisture":[165],"classes":[166],"aligned":[167],"fully":[168],"geotechnical":[170],"bearing-capacity":[171],"classification":[172],"across":[173],"sites.":[174],"proposed":[176],"workflow":[177],"offers":[178],"portable,":[180],"alternative":[182],"preliminary":[185],"subgrade":[186],"foundation":[188],"screening,":[189],"acknowledging":[191],"uncertainty":[192],"sources":[193],"(illumination":[194],"variability,":[195],"heterogeneity,":[196],"drift)":[199],"future":[201],"field-scale":[202],"validation.":[203]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-19T00:00:00"}