<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0120-2812</journal-id>
<journal-title><![CDATA[Acta Agronómica]]></journal-title>
<abbrev-journal-title><![CDATA[Acta Agron.]]></abbrev-journal-title>
<issn>0120-2812</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional de Colombia]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0120-28122024000100082</article-id>
<article-id pub-id-type="doi">10.15446/acag.v73n1.115618</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Pronóstico para la producción de cebolla de rama a partir de un modelo VAR]]></article-title>
<article-title xml:lang="en"><![CDATA[Forecast scallion production based on a VAR model]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Chaparro Arias]]></surname>
<given-names><![CDATA[Carlos Andrés]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ruiz Torres]]></surname>
<given-names><![CDATA[Juan Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Fonseca Cifuentes]]></surname>
<given-names><![CDATA[Gina Paola]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Pedagógica y Tecnológica de Colombia  ]]></institution>
<addr-line><![CDATA[Tunja ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>03</month>
<year>2024</year>
</pub-date>
<volume>73</volume>
<numero>1</numero>
<fpage>82</fpage>
<lpage>91</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0120-28122024000100082&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0120-28122024000100082&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0120-28122024000100082&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Este trabajo tiene como objetivo desarrollar un modelo de pronóstico VAR (modelo vectorial autorregresivo) para la producción de cebolla de rama con datos del municipio de Aquitania, Boyacá (Colombia), a partir de métodos de series temporales multivariadas. La metodología ha incluido la materialización de fases de estudio de acuerdo con el método de Box-Jenkins y la aplicación de una serie de pruebas estadísticas de estacionariedad Phillips-Perron, raíz unitaria Dickey-Fuller aumentada (ADF), pruebas de normalidad de Jarque-Bera, test de Phillips-Ouliaris y prueba de causalidad de Granger, entre otras. Los resultados de este estudio confirman que el modelo VAR es una herramienta efectiva para la planificación de la producción y el área cosechada de cebolla de rama. Su capacidad predictiva facilita la toma de decisiones estratégicas, lo cual optimiza la gestión agrícola.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract This work aims to develop a VAR - forecast model for scallion production with data from the municipality of Aquitania, Boyacá (Colombia), using multivariate time series methods. The methodology included the implementation of study phases in accordance with the Box-Jenkins method, as well as the application of a series of statistical tests, including the Phillips-Perron stationarity test, the augmented Dickey-Fuller (ADF) unit root test, the Jarque-Bera normality test, the Phillips-Ouliaris test, the Granger causality test, among others. The results of this study confirm that the VAR model is an effective tool for planning the production and harvested area of scallion. Its predictive capacity facilitates strategic decision-making, optimizing agricultural management.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[área de campo]]></kwd>
<kwd lng="es"><![CDATA[cebolla]]></kwd>
<kwd lng="es"><![CDATA[modelización de los cultivos]]></kwd>
<kwd lng="es"><![CDATA[producción]]></kwd>
<kwd lng="es"><![CDATA[producto básico]]></kwd>
<kwd lng="en"><![CDATA[Commodities]]></kwd>
<kwd lng="en"><![CDATA[crop modelling]]></kwd>
<kwd lng="en"><![CDATA[farm area]]></kwd>
<kwd lng="en"><![CDATA[scallion]]></kwd>
<kwd lng="en"><![CDATA[production]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="">
<collab>Alcaldía Municipal de Aquitania</collab>
<source><![CDATA[Plan de Desarrollo para el Municipio de Aquitania Boyacá &#8220;Unidos Construimos el Progreso 2020-2023.&#8221;]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Antunes de Araujo]]></surname>
<given-names><![CDATA[F. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Bejan]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Stosic]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Stosic]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An analysis of Brazilian agricultural commodities using permutation-information theory quantifiers: The influence of food crisis]]></article-title>
<source><![CDATA[Chaos, Solitons and Fractals]]></source>
<year>2020</year>
<volume>139</volume>
<page-range>110081</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Baffes]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Kabundi]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Commodity price shocks: Order within chaos?]]></article-title>
<source><![CDATA[Resources Policy]]></source>
<year>2023</year>
<volume>83</volume>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bilal]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Alrasheedi]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Aamir]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Abdullah]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Norrulashikin]]></surname>
<given-names><![CDATA[S. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Rezaiy]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Enhanced forecasting of rice price and production in Malaysia using novel multivariate fuzzy time series models]]></article-title>
<source><![CDATA[Scientific Reports]]></source>
<year>2024</year>
<volume>14</volume>
<page-range>29903</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bono]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Vallone]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Alleri]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Lo Verde]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Orlando]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Ragusa]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Catania]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Hive behaviour assessment through vector autoregressive model by a smart apiculture system in the Mediterranean area]]></article-title>
<source><![CDATA[Smart Agricultural Technology]]></source>
<year>2024</year>
<volume>9</volume>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Brunori]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Galli]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Barjolle]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Van Broekhuizen]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Colombo]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Giampietro]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Kirwan]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Lang]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Mathijs]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Maye]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[De Roest]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Rougoor]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Schwarz]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Schmitt]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Smith]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Stojanovic]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Tisenkopfs]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Touzard]]></surname>
<given-names><![CDATA[J. M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Are local food chains more sustainable than global food chains Considerations for assessment?]]></article-title>
<source><![CDATA[Sustainability]]></source>
<year>2016</year>
<volume>8</volume>
<numero>5</numero>
<issue>5</issue>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Camara]]></surname>
<given-names><![CDATA[S. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Zucatto]]></surname>
<given-names><![CDATA[L. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Brandão]]></surname>
<given-names><![CDATA[J. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Boscardin]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Mapping of scientific production around the sustainable development goals-SDGS and food production]]></article-title>
<source><![CDATA[Ciencia Rural]]></source>
<year>2025</year>
<volume>55</volume>
<numero>3</numero>
<issue>3</issue>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Verousis]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhou]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Financial stress and commodity price volatility]]></article-title>
<source><![CDATA[Energy Economics]]></source>
<year>2023</year>
<volume>125</volume>
<page-range>106874</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cuevas-Ahumada]]></surname>
<given-names><![CDATA[V. M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Inflation, output and economic policy in Mexico]]></article-title>
<source><![CDATA[Investigación Económica]]></source>
<year>2008</year>
<volume>67</volume>
<numero>265</numero>
<issue>265</issue>
<page-range>85-120</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Del Giorgio]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Robinson]]></surname>
<given-names><![CDATA[B. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Le Polain de Waroux]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Impacts of agricultural commodity frontier expansion on smallholder livelihoods: An assessment through the lens of access to land and resources in the Argentine Chaco]]></article-title>
<source><![CDATA[Journal of Rural Studies]]></source>
<year>2022</year>
<volume>93</volume>
<page-range>67-80</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ding]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Xu]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Global vulnerability of agricultural commodities to climate risk: Evidence from satellite data]]></article-title>
<source><![CDATA[Economic Analysis and Policy]]></source>
<year>2023</year>
<volume>80</volume>
<page-range>669-87</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Eichler]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Graphical modelling of multivariate time series]]></article-title>
<source><![CDATA[Probability Theory and Related Fields]]></source>
<year>2012</year>
<volume>153</volume>
<page-range>233-68</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="">
<collab>FAO</collab>
<article-title xml:lang=""><![CDATA[FAO framework for the Urban Food Agenda]]></article-title>
<source><![CDATA[FAO framework for the Urban Food Agenda]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Filippi]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Jones]]></surname>
<given-names><![CDATA[E. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Wimalathunge]]></surname>
<given-names><![CDATA[N. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Somarathna]]></surname>
<given-names><![CDATA[P. D. S. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Pozza]]></surname>
<given-names><![CDATA[L. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Ugbaje]]></surname>
<given-names><![CDATA[S. U.]]></given-names>
</name>
<name>
<surname><![CDATA[Jephcott]]></surname>
<given-names><![CDATA[T. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Paterson]]></surname>
<given-names><![CDATA[S. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Whelan]]></surname>
<given-names><![CDATA[B. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Bishop]]></surname>
<given-names><![CDATA[T. F. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An approach to forecast grain crop yield using multi-layered, multi-farm data sets and machine learning]]></article-title>
<source><![CDATA[Precision Agriculture]]></source>
<year>2019</year>
<volume>20</volume>
<page-range>1015-29</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Firmansyah]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Maruli]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Harahap]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Analysis of beef market integration between consumer and producer regions in Indonesia]]></article-title>
<source><![CDATA[Open Agriculture]]></source>
<year>2023</year>
<volume>8</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Fonseca-Cifuentes]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[León-Castro]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Blanco-Mesa]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Predicting the future price of a commodity using the OWMA operator: An approximation of the interest rate and inflation in the brown pastusa potato price]]></article-title>
<source><![CDATA[Journal of Intelligent &amp; Fuzzy Systems]]></source>
<year>2021</year>
<volume>40</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>1971-81</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Galli]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Prosperi]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Favilli]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[D&#8217;amico]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Bartolini]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Brunori]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[How can policy processes remove barriers to sustainable food systems in Europe? Contributing to a policy framework for agri-food transitions]]></article-title>
<source><![CDATA[Food Policy]]></source>
<year>2020</year>
<volume>96</volume>
<page-range>101871</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Glinskiy]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Ismayilova]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Khrushchev]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Logachov]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Logachova]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Serga]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Yambartsev]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Zaykov]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modifications to the Jarque-Bera test]]></article-title>
<source><![CDATA[Mathematics]]></source>
<year>2024</year>
<volume>12</volume>
<numero>16</numero>
<issue>16</issue>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hou]]></surname>
<given-names><![CDATA[P. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Fadzil]]></surname>
<given-names><![CDATA[L. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Manickam]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Al-Shareeda]]></surname>
<given-names><![CDATA[M. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Vector autoregression model-based forecasting of reference evapotranspiration in Malaysia]]></article-title>
<source><![CDATA[Sustainability]]></source>
<year>2023</year>
<volume>15</volume>
<numero>4</numero>
<issue>4</issue>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kamila]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[General Hannan and Quinn criterion for common time series]]></article-title>
<source><![CDATA[Statistics]]></source>
<year>2022</year>
<volume>56</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>222-41</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Umair]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The protective nature of gold during times of oil price volatility: An analysis of the Covid-19 pandemic]]></article-title>
<source><![CDATA[Extractive Industries and Society]]></source>
<year>2023</year>
<volume>15</volume>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Luis-Rojas]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramírez-Valverde]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Díaz-Bautista]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Pizano- Calderón]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez-López]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Vanilla (Vanilla planifolia) production in Mexico: Analysis and forecast]]></article-title>
<source><![CDATA[Revista Mexicana Ciencias Agrícolas]]></source>
<year>2020</year>
<volume>11</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>175-87</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Malá]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Sládek]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Bílková]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Power comparisons of normality tests based on l-moments and classical tests]]></article-title>
<source><![CDATA[Mathematics and Statistics]]></source>
<year>2021</year>
<volume>9</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>994-1003</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Meneses-Cerón]]></surname>
<given-names><![CDATA[L. Á.]]></given-names>
</name>
<name>
<surname><![CDATA[Pérez-Pacheco]]></surname>
<given-names><![CDATA[C. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Análisis comparativo de eficiencia en mercados emergentes. El caso de Colombia, Chile y Perú]]></article-title>
<source><![CDATA[Apuntes Contables]]></source>
<year>2020</year>
<volume>26</volume>
<page-range>9-24</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Michail]]></surname>
<given-names><![CDATA[N. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Melas]]></surname>
<given-names><![CDATA[K. D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Market interactions between agricultural commodities and the dry bulk shipping market]]></article-title>
<source><![CDATA[The Asian Journal of Shipping and Logistics]]></source>
<year>2020</year>
<volume>37</volume>
<page-range>20212073</page-range></nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="">
<collab>Ministerio de Agricultura y Desarrollo Rural</collab>
<source><![CDATA[Reporte: Área, Producción, Rendimiento y Participación Municipal en el Departamento por Cultivo]]></source>
<year>2024</year>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mohale]]></surname>
<given-names><![CDATA[V. Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Obagbuwa]]></surname>
<given-names><![CDATA[I. C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessing the impact of climate variability on wheat yield in Bloemfontein wheat farms through time series analysis]]></article-title>
<source><![CDATA[Edelweiss Applied Science and Technology]]></source>
<year>2024</year>
<volume>8</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>1213-34</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Morán-Chiquito]]></surname>
<given-names><![CDATA[D. M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Determinantes de la inflación en Ecuador. Un análisis econométrico utilizando modelos VAR]]></article-title>
<source><![CDATA[Economía y Sociedad]]></source>
<year>2014</year>
<volume>18</volume>
<numero>31</numero>
<issue>31</issue>
<page-range>53-70</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="">
<collab>Naciones Unidas</collab>
<source><![CDATA[Innovación para el desarrollo: la clave para una recuperación transformadora en América Latina y el Caribe]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Novales]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Modelos vectoriales autorregresivos (VAR)]]></source>
<year>2017</year>
<page-range>58</page-range><publisher-name><![CDATA[Universidad Complutense de Madrid]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ouyang]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Financialization of agricultural commodities: Evidence from China]]></article-title>
<source><![CDATA[Economic Modelling]]></source>
<year>2020</year>
<volume>85</volume>
<page-range>381-9</page-range></nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Perfetti]]></surname>
<given-names><![CDATA[J. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Balcázar]]></surname>
<given-names><![CDATA[Á.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Leibovich]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Políticas para el desarrollo de la agricultura en Colombia]]></source>
<year>2013</year>
<publisher-name><![CDATA[SAC]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Phillips]]></surname>
<given-names><![CDATA[P. C. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Perron]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Testing for a unit root in time series regression]]></article-title>
<source><![CDATA[Biometrika]]></source>
<year>1988</year>
<volume>75</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>335-46</page-range></nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Reimers]]></surname>
<given-names><![CDATA[H. E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparisons of tests for multivariate cointegration]]></article-title>
<source><![CDATA[Statistical Papers]]></source>
<year>1992</year>
<volume>33</volume>
<page-range>335-59</page-range></nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sujath]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Chatterjee]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Hassanien]]></surname>
<given-names><![CDATA[A. E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A machine learning forecasting model for Covid-19 pandemic in India]]></article-title>
<source><![CDATA[Stochastic Environmental Research and Risk Assessment]]></source>
<year>2020</year>
<volume>34</volume>
<page-range>959-72</page-range></nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sumertajaya]]></surname>
<given-names><![CDATA[I. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Rohaeti]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Fitrianto]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Adi]]></surname>
<given-names><![CDATA[W. P. P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Development of food commodity price forecasting model as an early warning system with a multivariate time series clustering]]></article-title>
<source><![CDATA[Sains Malaysiana]]></source>
<year>2024</year>
<volume>53</volume>
<numero>11</numero>
<issue>11</issue>
<page-range>3779-89</page-range></nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Uribe]]></surname>
<given-names><![CDATA[J. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Fajardo]]></surname>
<given-names><![CDATA[E. O.]]></given-names>
</name>
<name>
<surname><![CDATA[Romero]]></surname>
<given-names><![CDATA[H. L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Incidencia de las políticas públicas de empleo sobre la desocupación en Colombia: un análisis de intervención para el periodo 2002- 2014]]></article-title>
<source><![CDATA[Revista Espacios]]></source>
<year>2017</year>
<volume>38</volume>
<numero>36</numero>
<issue>36</issue>
<page-range>22</page-range></nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[White]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Berg]]></surname>
<given-names><![CDATA[A. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Champagne]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Chipanshi]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Daneshfar]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Improving crop yield forecasts with satellite-based soil moisture estimates: An example for township level canola yield forecasts over the Canadian Prairies]]></article-title>
<source><![CDATA[International Journal of Applied Earth Observation and Geoinformation]]></source>
<year>2020</year>
<volume>89</volume>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
