{"id":"https://openalex.org/W2991085636","doi":"https://doi.org/10.3390/e21121172","title":"An Integrative Dynamic Model of Colombian Population Distribution, Based on the Maximum Entropy Principle and Matter, Energy, and Information Flow","display_name":"An Integrative Dynamic Model of Colombian Population Distribution, Based on the Maximum Entropy Principle and Matter, Energy, and Information Flow","publication_year":2019,"publication_date":"2019-11-29","ids":{"openalex":"https://openalex.org/W2991085636","doi":"https://doi.org/10.3390/e21121172","mag":"2991085636"},"language":"en","primary_location":{"id":"doi:10.3390/e21121172","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e21121172","pdf_url":"https://www.mdpi.com/1099-4300/21/12/1172/pdf?version=1576575683","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/21/12/1172/pdf?version=1576575683","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008455665","display_name":"C\u00e9sar Cardona-Almeida","orcid":"https://orcid.org/0000-0002-7030-3782"},"institutions":[{"id":"https://openalex.org/I4210112678","display_name":"University of the Coast","ror":"https://ror.org/01v5nhr20","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210112678"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"C\u00e9sar Cardona-Almeida","raw_affiliation_strings":["Department of Civil and Environmental, Universidad de la Costa, Calle 58 #55-66, Barranquilla 080002, Atl\u00e1ntico, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental, Universidad de la Costa, Calle 58 #55-66, Barranquilla 080002, Atl\u00e1ntico, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090879841","display_name":"Nelson Obreg\u00f3n Neira","orcid":"https://orcid.org/0000-0002-0881-9833"},"institutions":[{"id":"https://openalex.org/I233745408","display_name":"Pontificia Universidad Javeriana","ror":"https://ror.org/03etyjw28","country_code":"CO","type":"education","lineage":["https://openalex.org/I233745408"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Nelson Obreg\u00f3n","raw_affiliation_strings":["Director of Water Xavierian Institute, Pontifical Xavierian University, Bogot\u00e1 110311, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Director of Water Xavierian Institute, Pontifical Xavierian University, Bogot\u00e1 110311, Colombia","institution_ids":["https://openalex.org/I233745408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008241470","display_name":"Fausto A. Canales","orcid":"https://orcid.org/0000-0002-6858-1855"},"institutions":[{"id":"https://openalex.org/I4210112678","display_name":"University of the Coast","ror":"https://ror.org/01v5nhr20","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210112678"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Fausto A. Canales","raw_affiliation_strings":["Department of Civil and Environmental, Universidad de la Costa, Calle 58 #55-66, Barranquilla 080002, Atl\u00e1ntico, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-6858-1855","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental, Universidad de la Costa, Calle 58 #55-66, Barranquilla 080002, Atl\u00e1ntico, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008455665"],"corresponding_institution_ids":["https://openalex.org/I4210112678"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":0.1872,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.48803748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"21","issue":"12","first_page":"1172","last_page":"1172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12643","display_name":"Sustainability and Ecological Systems Analysis","score":0.9728000164031982,"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/T12643","display_name":"Sustainability and Ecological Systems Analysis","score":0.9728000164031982,"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/T12013","display_name":"Sustainable Development and Environmental Policy","score":0.9271000027656555,"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/T12639","display_name":"Global Energy and Sustainability Research","score":0.9251000285148621,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.605101466178894},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5841312408447266},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5156453847885132},{"id":"https://openalex.org/keywords/information-theory","display_name":"Information theory","score":0.507448136806488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46972382068634033},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.4539700150489807},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4336530566215515},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.4192241430282593},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.365994930267334},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.3032929599285126},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24130931496620178},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16279879212379456},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15584304928779602},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.14572438597679138}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.605101466178894},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5841312408447266},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5156453847885132},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.507448136806488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46972382068634033},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.4539700150489807},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4336530566215515},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.4192241430282593},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.365994930267334},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.3032929599285126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24130931496620178},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16279879212379456},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15584304928779602},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.14572438597679138},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/e21121172","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e21121172","pdf_url":"https://www.mdpi.com/1099-4300/21/12/1172/pdf?version=1576575683","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},{"id":"pmh:oai:mdpi.com:/1099-4300/21/12/1172/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e21121172","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":"Entropy","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7514517","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7514517","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e21121172","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e21121172","pdf_url":"https://www.mdpi.com/1099-4300/21/12/1172/pdf?version=1576575683","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G446573149","display_name":null,"funder_award_id":"494/2009","funder_id":"https://openalex.org/F4320309955","funder_display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)"}],"funders":[{"id":"https://openalex.org/F4320309955","display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)","ror":"https://ror.org/048jthh02"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2991085636.pdf","grobid_xml":"https://content.openalex.org/works/W2991085636.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W66479310","https://openalex.org/W91209090","https://openalex.org/W569694280","https://openalex.org/W605779964","https://openalex.org/W611473506","https://openalex.org/W614282561","https://openalex.org/W655258900","https://openalex.org/W994102297","https://openalex.org/W1572817382","https://openalex.org/W1894821355","https://openalex.org/W1896313688","https://openalex.org/W1969446897","https://openalex.org/W1989537281","https://openalex.org/W1991263956","https://openalex.org/W1992192674","https://openalex.org/W1992370080","https://openalex.org/W2014585411","https://openalex.org/W2019583224","https://openalex.org/W2032558547","https://openalex.org/W2034766994","https://openalex.org/W2034994370","https://openalex.org/W2049027790","https://openalex.org/W2055410617","https://openalex.org/W2057002878","https://openalex.org/W2062130892","https://openalex.org/W2066360366","https://openalex.org/W2069818032","https://openalex.org/W2087761884","https://openalex.org/W2090193197","https://openalex.org/W2095790228","https://openalex.org/W2096185556","https://openalex.org/W2097393491","https://openalex.org/W2120236777","https://openalex.org/W2122596950","https://openalex.org/W2139416101","https://openalex.org/W2142176571","https://openalex.org/W2155110713","https://openalex.org/W2188694732","https://openalex.org/W2305786927","https://openalex.org/W2317845212","https://openalex.org/W2320862185","https://openalex.org/W2345072875","https://openalex.org/W2472496727","https://openalex.org/W2481170557","https://openalex.org/W2497023285","https://openalex.org/W2501138044","https://openalex.org/W2613331969","https://openalex.org/W2748246312","https://openalex.org/W2756509596","https://openalex.org/W2767391844","https://openalex.org/W2770538274","https://openalex.org/W2791697820","https://openalex.org/W2799735133","https://openalex.org/W2802678835","https://openalex.org/W2804834936","https://openalex.org/W2883437912","https://openalex.org/W2892129121","https://openalex.org/W2894734242","https://openalex.org/W2908692497","https://openalex.org/W2923182355","https://openalex.org/W2943937939","https://openalex.org/W2954725012","https://openalex.org/W2993383518","https://openalex.org/W4213235867","https://openalex.org/W4251261671","https://openalex.org/W4285719527","https://openalex.org/W6602678344","https://openalex.org/W6657217509","https://openalex.org/W6674220505"],"related_works":["https://openalex.org/W2061278088","https://openalex.org/W2082484220","https://openalex.org/W3032013634","https://openalex.org/W1582638358","https://openalex.org/W2163103544","https://openalex.org/W3039080452","https://openalex.org/W2150055352","https://openalex.org/W2394399162","https://openalex.org/W3033899355","https://openalex.org/W2055254734"],"abstract_inverted_index":{"Human":[0],"society":[1,35],"has":[2,57],"increased":[3],"its":[4],"capacity":[5],"to":[6,11,29,133,194],"exploit":[7],"natural":[8,37],"resources":[9],"thanks":[10],"new":[12],"technologies,":[13],"which":[14],"are":[15],"one":[16],"of":[17,20,55,78,99,113,137,189],"the":[18,24,31,43,68,97,129,135],"results":[19],"information":[21,59,196],"exchange":[22,98],"in":[23,42,67,86],"knowledge":[25],"society.":[26],"Many":[27],"approaches":[28],"understanding":[30],"interactions":[32,85],"between":[33],"human":[34,105],"and":[36,46,102,118,151,157,198],"systems":[38,88],"have":[39,48],"been":[40],"developed":[41,126],"last":[44],"decades,":[45],"some":[47],"included":[49],"considerations":[50],"about":[51],"information.":[52],"However,":[53],"none":[54],"them":[56],"considered":[58],"as":[60,74,109,140],"an":[61],"active":[62],"variable":[63,112],"or":[64],"flowing":[65],"entity":[66],"human\u2013natural/social-ecological":[69],"system,":[70],"or,":[71],"moreover,":[72],"even":[73],"a":[75,92,110,119],"driving":[76],"force":[77],"their":[79],"interactions.":[80],"This":[81],"paper":[82],"explores":[83],"these":[84,114,181],"socio-ecological":[87],"by":[89,179],"briefly":[90],"introducing":[91],"conceptual":[93],"frame":[94],"focused":[95],"on":[96,128],"information,":[100],"matter,":[101,156],"energy.":[103],"The":[104,143,159,187],"population":[106,120,167,173],"is":[107,125,170],"presented":[108],"convergence":[111],"three":[115],"physical":[116],"entities,":[117],"distribution":[121,174],"model":[122,161,191],"for":[123,165],"Colombia":[124],"based":[127],"maximum":[130],"entropy":[131],"principle":[132],"integrate":[134],"balances":[136],"related":[138],"variables":[139,145],"macro-state":[141],"restrictions.":[142],"selected":[144],"were":[146],"electrical":[147],"consumption,":[148],"water":[149],"demand,":[150],"higher":[152],"education":[153],"rates":[154],"(energy,":[155],"information).":[158],"final":[160],"includes":[162],"statistical":[163],"moments":[164],"previous":[166],"distributions.":[168],"It":[169],"shown":[171],"how":[172],"can":[175,192],"be":[176],"predicted":[177],"yearly":[178],"combining":[180],"variables,":[182],"allowing":[183],"future":[184],"dynamics":[185],"exploration.":[186],"implications":[188],"this":[190],"contribute":[193],"bridging":[195],"sciences":[197],"sustainability":[199],"studies.":[200]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2019-12-05T00:00:00"}