{"id":"https://openalex.org/W4411604688","doi":"https://doi.org/10.3390/data10070098","title":"Data-Driven Modeling and Simulation in Forestry and Agricultural Product Transportation Management by Small Businesses: A Case Study","display_name":"Data-Driven Modeling and Simulation in Forestry and Agricultural Product Transportation Management by Small Businesses: A Case Study","publication_year":2025,"publication_date":"2025-06-24","ids":{"openalex":"https://openalex.org/W4411604688","doi":"https://doi.org/10.3390/data10070098"},"language":"en","primary_location":{"id":"doi:10.3390/data10070098","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10070098","pdf_url":"https://www.mdpi.com/2306-5729/10/7/98/pdf?version=1750754037","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/10/7/98/pdf?version=1750754037","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043804617","display_name":"Galina Merkuryeva","orcid":"https://orcid.org/0000-0002-6710-5128"},"institutions":[{"id":"https://openalex.org/I201787326","display_name":"Riga Technical University","ror":"https://ror.org/00twb6c09","country_code":"LV","type":"education","lineage":["https://openalex.org/I201787326"]}],"countries":["LV"],"is_corresponding":true,"raw_author_name":"Galina Merkurjeva","raw_affiliation_strings":["Institute of Information Technology, Riga Technical University, Kipsalas Street 6A, LV-1048 Riga, Latvia"],"raw_orcid":"https://orcid.org/0000-0002-6710-5128","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Riga Technical University, Kipsalas Street 6A, LV-1048 Riga, Latvia","institution_ids":["https://openalex.org/I201787326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020794185","display_name":"Vit\u0101lijs Bo\u013c\u0161akovs","orcid":null},"institutions":[{"id":"https://openalex.org/I201787326","display_name":"Riga Technical University","ror":"https://ror.org/00twb6c09","country_code":"LV","type":"education","lineage":["https://openalex.org/I201787326"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Vitalijs Bolsakovs","raw_affiliation_strings":["Institute of Information Technology, Riga Technical University, Kipsalas Street 6A, LV-1048 Riga, Latvia"],"raw_orcid":"https://orcid.org/0000-0003-0540-5317","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Riga Technical University, Kipsalas Street 6A, LV-1048 Riga, Latvia","institution_ids":["https://openalex.org/I201787326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050410896","display_name":"Jurijs Merkurjevs","orcid":"https://orcid.org/0000-0001-7178-5640"},"institutions":[{"id":"https://openalex.org/I201787326","display_name":"Riga Technical University","ror":"https://ror.org/00twb6c09","country_code":"LV","type":"education","lineage":["https://openalex.org/I201787326"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Jurijs Merkurjevs","raw_affiliation_strings":["Institute of Information Technology, Riga Technical University, Kipsalas Street 6A, LV-1048 Riga, Latvia"],"raw_orcid":"https://orcid.org/0000-0001-7178-5640","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Riga Technical University, Kipsalas Street 6A, LV-1048 Riga, Latvia","institution_ids":["https://openalex.org/I201787326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022258995","display_name":"Andrejs Rom\u0101novs","orcid":"https://orcid.org/0000-0003-1645-2741"},"institutions":[{"id":"https://openalex.org/I201787326","display_name":"Riga Technical University","ror":"https://ror.org/00twb6c09","country_code":"LV","type":"education","lineage":["https://openalex.org/I201787326"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Andrejs Romanovs","raw_affiliation_strings":["Institute of Information Technology, Riga Technical University, Kipsalas Street 6A, LV-1048 Riga, Latvia"],"raw_orcid":"https://orcid.org/0000-0003-1645-2741","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Riga Technical University, Kipsalas Street 6A, LV-1048 Riga, Latvia","institution_ids":["https://openalex.org/I201787326"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086582051","display_name":"Wouter Faes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wouter Faes","raw_affiliation_strings":["F.A.E.S. Consulting BV, Frankrijklei 86 A, B-2018 Antwerp, Belgium"],"raw_orcid":"https://orcid.org/0009-0002-7753-8610","affiliations":[{"raw_affiliation_string":"F.A.E.S. Consulting BV, Frankrijklei 86 A, B-2018 Antwerp, Belgium","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043804617"],"corresponding_institution_ids":["https://openalex.org/I201787326"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.5379,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66181009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"10","issue":"7","first_page":"98","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9275000095367432,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/agriculture","display_name":"Agriculture","score":0.7262794971466064},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6306933760643005},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5447616577148438},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.541610836982727},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12581992149353027},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07660672068595886}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.7262794971466064},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6306933760643005},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5447616577148438},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.541610836982727},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12581992149353027},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07660672068595886},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/data10070098","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10070098","pdf_url":"https://www.mdpi.com/2306-5729/10/7/98/pdf?version=1750754037","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6db35391daef4cdfabf6c6c1b573edf5","is_oa":true,"landing_page_url":"https://doaj.org/article/6db35391daef4cdfabf6c6c1b573edf5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 10, Iss 7, p 98 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/data10070098","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10070098","pdf_url":"https://www.mdpi.com/2306-5729/10/7/98/pdf?version=1750754037","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411604688.pdf","grobid_xml":"https://content.openalex.org/works/W4411604688.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1532594306","https://openalex.org/W1878846968","https://openalex.org/W1956131322","https://openalex.org/W2018779914","https://openalex.org/W2036104426","https://openalex.org/W2039642062","https://openalex.org/W2114513529","https://openalex.org/W2157972444","https://openalex.org/W2341400712","https://openalex.org/W2499728888","https://openalex.org/W2520206681","https://openalex.org/W2621669957","https://openalex.org/W2752030625","https://openalex.org/W2767155759","https://openalex.org/W2769609107","https://openalex.org/W2897453407","https://openalex.org/W2921438067","https://openalex.org/W2922195560","https://openalex.org/W2976625797","https://openalex.org/W2979687838","https://openalex.org/W2981502659","https://openalex.org/W2984657343","https://openalex.org/W3008299625","https://openalex.org/W3021180469","https://openalex.org/W3154995766","https://openalex.org/W3196865791","https://openalex.org/W3216303416","https://openalex.org/W3217394244","https://openalex.org/W4211125915","https://openalex.org/W4213432743","https://openalex.org/W4232441577","https://openalex.org/W4310174996","https://openalex.org/W4372215501","https://openalex.org/W4379740547","https://openalex.org/W4387304693","https://openalex.org/W4387511198","https://openalex.org/W4393142888","https://openalex.org/W4396893647","https://openalex.org/W4398205773","https://openalex.org/W4400485504","https://openalex.org/W4403873287","https://openalex.org/W4404101974","https://openalex.org/W4410160621","https://openalex.org/W6680523695","https://openalex.org/W6746346140","https://openalex.org/W6856478102","https://openalex.org/W7066874035"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2355956201","https://openalex.org/W2327874825","https://openalex.org/W2386195957","https://openalex.org/W2351852648","https://openalex.org/W2613051533","https://openalex.org/W2349774843","https://openalex.org/W2775541961","https://openalex.org/W2267286817","https://openalex.org/W3022942420"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"an":[3],"innovative":[4],"methodology":[5],"for":[6,154],"data-driven":[7,48,199],"modeling":[8,81],"and":[9,25,45,98,110,123,146,183,195],"simulation":[10,76,119],"of":[11,82,88,102,120,192,207],"transportation":[12,83,182,191],"management":[13,35],"through":[14,40],"cross-sectoral":[15],"collaboration":[16,42],"in":[17,27,33,43,62],"small":[18,177],"businesses.":[19],"The":[20,90,114,151,163,173],"present":[21],"research":[22],"is":[23,54,94,167],"multidisciplinary":[24],"interdisciplinary":[26],"nature.":[28],"We":[29],"investigate":[30],"the":[31,58,75,80,100,118,138,190,210],"improvements":[32],"logistics":[34],"that":[36],"can":[37],"be":[38],"achieved":[39],"cross-sector":[41],"agriculture":[44],"forestry.":[46],"A":[47],"method,":[49],"such":[50],"as":[51],"symbolic":[52,139],"regression,":[53],"used":[55],"to":[56,96,180],"identify":[57],"relationships":[59,136],"between":[60],"factors":[61],"a":[63,86,103,159,170,204],"modeled":[64],"system":[65,91,104],"using":[66],"mathematical":[67],"expressions.":[68],"These":[69],"expressions":[70],"are":[71,142,148,156],"directly":[72],"integrated":[73],"into":[74,201],"models.":[77],"Simulation":[78],"spreads":[79],"processes":[84],"over":[85,125],"period":[87],"time.":[89],"dynamics":[92],"model":[93,116],"designed":[95],"analyze":[97],"assess":[99],"performance":[101],"based":[105,168],"on":[106,169],"its":[107],"past":[108],"behavior":[109],"is,":[111],"therefore,":[112],"deterministic.":[113],"discrete-event":[115],"enables":[117,203],"future":[121],"scenarios":[122],"outcomes":[124],"time,":[126],"given":[127],"random":[128],"input":[129],"variables.":[130],"As":[131],"new":[132],"data":[133,208,212],"become":[134],"available,":[135],"within":[137],"regression":[140],"method":[141],"discovered":[143],"more":[144,186],"accurately,":[145],"simulations":[147,202],"updated":[149],"accordingly.":[150],"tools":[152],"offered":[153],"implementation":[155],"supplemented":[157],"by":[158],"multi-user":[160],"web":[161],"simulation.":[162],"proposed":[164],"case":[165],"study":[166],"real-life":[171],"example.":[172],"obtained":[174],"results":[175],"allow":[176],"agricultural":[178,194],"companies":[179],"use":[181],"labor":[184],"resources":[185],"efficiently":[187],"when":[188],"organizing":[189],"their":[193],"forestry":[196],"products.":[197],"Integrating":[198],"models":[200],"better":[205],"interpretation":[206],"across":[209],"entire":[211],"value":[213],"chain.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
