{"id":"https://openalex.org/W7203606250","doi":"https://doi.org/10.3390/logistics10080189","title":"Strategic Optimization of Agricultural Supply Chains Based on the Integration of GIS and Multimodal Infrastructure Capacity in Kazakhstan","display_name":"Strategic Optimization of Agricultural Supply Chains Based on the Integration of GIS and Multimodal Infrastructure Capacity in Kazakhstan","publication_year":2026,"publication_date":"2026-08-17","ids":{"openalex":"https://openalex.org/W7203606250","doi":"https://doi.org/10.3390/logistics10080189"},"language":"en","primary_location":{"id":"doi:10.3390/logistics10080189","doi":"https://doi.org/10.3390/logistics10080189","is_oa":true,"landing_page_url":"https://doi.org/10.3390/logistics10080189","pdf_url":null,"source":{"id":"https://openalex.org/S4210191619","display_name":"Logistics","issn_l":"2305-6290","issn":["2305-6290"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-1","vabb-shw"],"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":"Logistics","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W7203606250"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/logistics10080189","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043825758","display_name":"Aisha Mussabekova","orcid":"https://orcid.org/0000-0003-2692-6103","observed_orcids":["https://orcid.org/0000-0003-2692-6103"]},"institutions":[{"id":"https://openalex.org/I105208703","display_name":"Almaty Management University","ror":"https://ror.org/00rhgqg04","country_code":"KZ","type":"education","lineage":["https://openalex.org/I105208703"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Aisha Mussabekova","raw_affiliation_strings":["School of Management, Almaty Management University, Almaty 050040, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Almaty Management University, Almaty 050040, Kazakhstan","institution_ids":["https://openalex.org/I105208703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106244281","display_name":"\u0412\u043b\u0430\u0434\u0438\u0441\u043b\u0430\u0432 \u0413\u0430\u043b\u044f\u043d\u0434\u0438\u043d","orcid":"https://orcid.org/0009-0003-6505-5678","observed_orcids":["https://orcid.org/0009-0003-6505-5678"]},"institutions":[{"id":"https://openalex.org/I105208703","display_name":"Almaty Management University","ror":"https://ror.org/00rhgqg04","country_code":"KZ","type":"education","lineage":["https://openalex.org/I105208703"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Vladislav Galyandin","raw_affiliation_strings":["School of Management, Almaty Management University, Almaty 050040, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Almaty Management University, Almaty 050040, Kazakhstan","institution_ids":["https://openalex.org/I105208703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023019400","display_name":"Saltanat Massakova","orcid":"https://orcid.org/0000-0001-7059-7920","observed_orcids":["https://orcid.org/0000-0001-7059-7920"]},"institutions":[{"id":"https://openalex.org/I105208703","display_name":"Almaty Management University","ror":"https://ror.org/00rhgqg04","country_code":"KZ","type":"education","lineage":["https://openalex.org/I105208703"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Saltanat Massakova","raw_affiliation_strings":["School of Management, Almaty Management University, Almaty 050040, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Almaty Management University, Almaty 050040, Kazakhstan","institution_ids":["https://openalex.org/I105208703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065038165","display_name":"\u0413.\u041d. \u0410\u044f\u0437\u0431\u0430\u0435\u0432\u0430","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I105208703","display_name":"Almaty Management University","ror":"https://ror.org/00rhgqg04","country_code":"KZ","type":"education","lineage":["https://openalex.org/I105208703"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Gulnara Ayazbayeva","raw_affiliation_strings":["School of Management, Almaty Management University, Almaty 050040, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Almaty Management University, Almaty 050040, Kazakhstan","institution_ids":["https://openalex.org/I105208703"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5043825758"],"corresponding_institution_ids":["https://openalex.org/I105208703"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1689},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1689},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"8","first_page":"189","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14367","display_name":"Logistics and Infrastructure Analysis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14367","display_name":"Logistics and Infrastructure Analysis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12984","display_name":"Transport and Logistics Innovations","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T13010","display_name":"Agriculture and Agroindustry Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agricultural-supply-chain","display_name":"agricultural supply chain","score":0.9580000042915344},{"id":"https://openalex.org/keywords/digital-twin","display_name":"digital twin","score":0.8539999723434448},{"id":"https://openalex.org/keywords/infrastructure-capacity","display_name":"infrastructure capacity","score":0.42100000381469727},{"id":"https://openalex.org/keywords/logistics-cost-optimization","display_name":"logistics cost optimization","score":0.6679999828338623},{"id":"https://openalex.org/keywords/public-private-partnerships","display_name":"public-private partnerships","score":0.5929999947547913},{"id":"https://openalex.org/keywords/agriculture-4-0","display_name":"Agriculture 4.0","score":0.8370000123977661},{"id":"https://openalex.org/keywords/kazakhstan","display_name":"Kazakhstan","score":0.6000000238418579},{"id":"https://openalex.org/keywords/almaty-region","display_name":"Almaty region","score":0.902999997138977},{"id":"https://openalex.org/keywords/esa-worldcover","display_name":"ESA WorldCover","score":0.7089999914169312}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.635699987411499},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.6200000047683716},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5659999847412109},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5327000021934509},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.5267999768257141},{"id":"https://openalex.org/C2777974031","wikidata":"https://www.wikidata.org/wiki/Q493641","display_name":"Multimodal transport","level":2,"score":0.46369999647140503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.444599986076355},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4410000145435333},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4115000069141388},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39959999918937683},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.39739999175071716},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.39070001244544983},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.37229999899864197},{"id":"https://openalex.org/C48243021","wikidata":"https://www.wikidata.org/wiki/Q932522","display_name":"Strategic planning","level":2,"score":0.3677000105381012},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.34049999713897705},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.3221000134944916},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3183000087738037},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3068000078201294},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.2888000011444092},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.26809999346733093},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/logistics10080189","doi":"https://doi.org/10.3390/logistics10080189","is_oa":true,"landing_page_url":"https://doi.org/10.3390/logistics10080189","pdf_url":null,"source":{"id":"https://openalex.org/S4210191619","display_name":"Logistics","issn_l":"2305-6290","issn":["2305-6290"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-1","vabb-shw"],"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":"Logistics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bb6079076d6c4ad390dfe39cfa934cf8","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/bb6079076d6c4ad390dfe39cfa934cf8","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Logistics, Vol 10, Iss 8, p 189 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/logistics10080189","doi":"https://doi.org/10.3390/logistics10080189","is_oa":true,"landing_page_url":"https://doi.org/10.3390/logistics10080189","pdf_url":null,"source":{"id":"https://openalex.org/S4210191619","display_name":"Logistics","issn_l":"2305-6290","issn":["2305-6290"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-1","vabb-shw"],"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":"Logistics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":1.0},{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.9208999872207642},{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.685699999332428}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4162953165","display_name":"Ministry of Science and Higher Education of the Republic of Kazakhstan","ror":"https://ror.org/05tyne317"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W3118910190","https://openalex.org/W3127757142","https://openalex.org/W4366772270","https://openalex.org/W4385349732","https://openalex.org/W4388191303","https://openalex.org/W4392851871","https://openalex.org/W4392851944","https://openalex.org/W4399670474","https://openalex.org/W4400249417","https://openalex.org/W4401321865","https://openalex.org/W4401502400","https://openalex.org/W4403450194","https://openalex.org/W4406929145","https://openalex.org/W4407223374","https://openalex.org/W4408870131","https://openalex.org/W4410538049","https://openalex.org/W4411557341","https://openalex.org/W4415145477","https://openalex.org/W4415685057","https://openalex.org/W7133509148"],"related_works":["https://openalex.org/W7210264606","https://openalex.org/W7124457138","https://openalex.org/W7160821180","https://openalex.org/W4416858436","https://openalex.org/W4391318740","https://openalex.org/W7204956868","https://openalex.org/W4415814594","https://openalex.org/W7221666572","https://openalex.org/W7163419110","https://openalex.org/W2362401737"],"abstract_inverted_index":{"Background:":[0],"Managing":[1],"agrologistics":[2],"supply":[3,25],"chains":[4],"under":[5],"infrastructure":[6,157],"scarcity":[7],"requires":[8],"integrative,":[9],"spatially":[10],"explicit":[11],"decision-support":[12],"tools.":[13],"This":[14],"study":[15],"develops":[16],"a":[17,52,101,107,147],"macro-level":[18],"digital":[19,140],"twin":[20,141],"of":[21,77,81,111,135],"the":[22,74,122,162,165],"multimodal":[23,54,117],"agricultural":[24],"chain":[26],"in":[27,70],"Kazakhstan\u2019s":[28],"Almaty":[29],"region":[30],"to":[31,61,128],"optimize":[32,73],"freight":[33],"allocation":[34],"and":[35,85,142,160],"guide":[36],"strategic":[37],"investment":[38,158],"planning.":[39],"Methods:":[40],"Our":[41],"methodology":[42],"integrates":[43],"Earth":[44],"observation":[45],"data":[46],"(ESA":[47],"WorldCover":[48],"10":[49],"m)":[50],"with":[51],"large-scale":[53],"road\u2013rail":[55],"graph":[56],"network":[57],"(1.39":[58],"million":[59],"nodes)":[60],"identify":[62],"135":[63],"crop":[64],"production":[65],"clusters.":[66],"Using":[67],"linear":[68],"programming":[69],"MATLAB,":[71],"we":[72],"regional":[75],"distribution":[76],"322.2":[78],"thousand":[79],"tons":[80],"seasonal":[82],"maize,":[83],"wheat,":[84],"soybeans":[86],"while":[87],"localizing":[88],"new":[89],"storage":[90,103],"silos":[91],"using":[92],"Green":[93],"Field":[94],"Analysis.":[95],"Results:":[96],"The":[97,138],"baseline":[98],"simulation":[99],"reveals":[100],"critical":[102],"capacity":[104],"deficit,":[105],"yielding":[106],"Capacity":[108],"Coverage":[109],"Ratio":[110],"only":[112],"23.8%.":[113],"However,":[114],"implementing":[115],"optimal":[116],"rail-road":[118],"routing":[119],"mathematically":[120],"reduces":[121],"Logistics":[123],"Cost":[124],"Index":[125],"from":[126],"8,642,195":[127],"4,716,175":[129],"units,":[130],"achieving":[131],"overall":[132],"cost":[133],"savings":[134],"45.4%.":[136],"Conclusions:":[137],"proposed":[139],"its":[143],"performance":[144],"metrics":[145],"provide":[146],"scientifically":[148],"grounded,":[149],"data-driven":[150],"toolkit":[151],"for":[152],"public\u2013private":[153],"partnerships,":[154],"ensuring":[155],"robust":[156],"localization":[159],"facilitating":[161],"transition":[163],"toward":[164],"Agriculture":[166],"4.0":[167],"paradigm.":[168]},"counts_by_year":[],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2026-08-18T00:00:00"}
