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                  <text>Dominio científico: Coronavirus</text>
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                <text>Machine Learning Technologies for Sustainability in Smart Cities in the Post-COVID Era</text>
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                <text>Ana  De Las Heras, Amalia Luque-Sendra, Francisco Zamora-Polo</text>
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                <text>The unprecedented urban growth of recent years requires improved urban planning and management to make urban spaces more inclusive, safe, resilient and sustainable. Additionally, humanity faces the COVID pandemic, which especially complicates the management of Smart Cities. A possible solution to address these two problems (environmental and health) in Smart Cities may be the use of Machine Learning techniques. One of the objectives of our work is to thoroughly analyze the link between the concepts of Smart Cities, Machine Learning techniques and their applicability. In this work, an exhaustive study of the relationship between Smart Cities and the applicability of Machine Learning (ML) techniques is carried out with the aim of optimizing sustainability. For this, the ML models, analyzed from the point of view of the models, techniques and applications, are studied. The areas and dimensions of sustainability addressed are analyzed, and the Sustainable Development Goals (SDGs) are discussed. The main objective is to propose a model (EARLY) that allows us to tackle these problems in the future. An inclusive perspective on applicability, sustainability scopes and dimensions, SDGs, tools, data types and Machine Learning techniques is provided. Finally, a case study applied to an Andalusian city is presented.</text>
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                <text>2020</text>
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                <text>machine learning, sustainability, smart cities, sgds</text>
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                <text>10.3390/su12229320</text>
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                <text>Universidade Federal de Santa Catarina</text>
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            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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                <text>Environmental effects of industries and plants, Renewable energy sources, Environmental sciences</text>
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                <text>Dismissals and Temporary Leaves in Romanian Companies in the Context of Low Demand and Cash Flow Problems during the COVID-19 Economic Lockdown</text>
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                <text>Ana  Iolanda Vodă, Elena-Sabina Turnea, Ștefan  Andrei Neștian, Silviu  Mihail Tiță, Alexandra  Luciana Guță</text>
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                <text>The aim of this study is to describe the relations between low demand, cash flow problems, employee dismissals, and temporary leaves experienced by Romanian companies during the economic lockdown in the first two months of the COVID-19 pandemic outbreak in Romania (16 March–16 May 2020). For this purpose, we conducted a quantitative study using descriptive, correlation, and regression analyses applied to data collected from company decision-makers. Our results show that demand for products/services and cash flow in companies has decreased significantly, the workforce being affected by dismissals and temporary leaves/furloughing. Additionally, the average linear revenue of companies has been decreasing due to insufficient cash flow, higher absenteeism of workers, customers having been affected, and the demand going down. Therefore, employee dismissals, employee temporary leaves (furlough), and dismissal intentions have been positively correlated with insufficient cash flow in companies and an extremely low demand.</text>
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                <text>covid-19, Pandemic, dismissal, companies, Cash Flow, temporary leave</text>
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                <text>10.3390/su12218850</text>
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                <text>Environmental effects of industries and plants, Renewable energy sources, Environmental sciences</text>
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                  <text>Agricultura sostenible</text>
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                  <text>Dominio científico: Agricultura sostenible</text>
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                <text>Gestión y prioridades geográficas por sectores en Manabí para mejorar la seguridad alimentaria y desarrollo</text>
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                <text>Ana Afonso Gallegos, Carlos Monar Merchán, Viviana Montalvo Gutiérrez</text>
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            <description>An account of the resource</description>
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                <text>La inadecuada gestión de recursos financieros y económicos para disminuir la vulnerabilidad de la Seguridad Alimentaria en las zonas geográficas manabitas, es una de las prioridades a ser tratadas por autoridades de niños sub-nutridos, para distribuir estos recursos, existe una insuficiente capacidad de gestión local. La Seguridad Alimentaria es un fenómeno complejo y multidimensional; la metodología utilizada es de tipo descriptivo, comparativo y correlacional, con variables planteadas en trabajos de Smith/ Haddad 2000 y UNICEF 1990, cuyos factores principales son: alimentos, ingresos, infraestructura, agua, saneamiento, salud y educación. El objetivo principal es establecer las prioridades de actuación para mejorar el estado nutricional y promover el desarrollo de Manabí. Se ha medido factores determinantes de la vulnerabilidad cantonal, la gravedad del problema de cuánta gente la padece y su capacidad de respuesta. Para resolverlo se plantea una adecuada gestión de prioridades geográficas y sectoriales, principalmente de recursos financieros de las instituciones competentes.  Palabras  clave:  Gasto  público,  desarrollo  humano,  política  pública,  políticas  de planificación, desarrollo.</text>
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                <text>2016</text>
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                <text>ECA Sinergia</text>
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                <text>Universidad Técnica de Manabí</text>
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            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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                <text>Business, Accounting. Bookkeeping</text>
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                <text>&lt;a href="http://revistas.utm.edu.ec/index.php/ECASinergia/article/view/397" target="_blank" rel="noreferrer noopener"&gt;http://revistas.utm.edu.ec/index.php/ECASinergia/article/view/397&lt;/a&gt;</text>
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                <text>Considerações sobre Coprophanaeus ensifer (Germar) (Coleoptera, Scarabaeidae) em um remanescente de Mata Atlântica no Estado da Paraíba, Brasil Notes about Coprophanaeus ensifer (Germar) (Coleoptera, Scarabaeidae) in a remnant of the Atlantic Forest in the State of Paraíba, Brazil</text>
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                <text>Ana Aline Endres, Antonio José Creão-Duarte, Malva Isabel Medina Hernández</text>
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                <text>Os insetos da família Scarabaeidae se alimentam da matéria orgânica em decomposição, participando ativamente da ciclagem de nutrientes. C. ensifer é um necrófago de grande porte que ocorre em áreas de florestas tropicais. Este estudo teve por objetivo conhecer o padrão sazonal da espécie neste ambiente e avaliar a atratividade das iscas utilizadas. Foram realizadas 13 coletas entre os meses de Dezembro/98 e Dezembro/99 na Mata do Buraquinho, um remanescente de Mata Atlântica em João Pessoa, PB. Foram coletados 71 espécimes usando armadilhas com quatro tipos de isca: 35 em carne de porco, 22 em rim bovino e 14 indivíduos em carne bovina, não havendo diferenças significativas entre as iscas em relação a sua atratividade para com os insetos. Não foi coletado nenhum espécime em fígado bovino. A abundância mensal esteve diretamente correlacionada com a precipitação (r s=0,65; p</text>
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                <text>2005</text>
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            <name>Subject</name>
            <description>The topic of the resource</description>
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                <text>abundance, abundancia, atratividade de iscas, attractivity of baits, ecology, ecología, sazonalidade, seasonality</text>
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                <text>10.1590/S0085-56262005000300014</text>
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                <text>Revista Brasileira de Entomologia</text>
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                <text>Sociedade Brasileira de Entomologia</text>
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                <text>Zoology</text>
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                <text>&lt;a href="http://www.scielo.br/scielo.php?script=sci_arttext&amp;amp;pid=S0085-56262005000300014" target="_blank" rel="noreferrer noopener"&gt;http://www.scielo.br/scielo.php?script=sci_arttext&amp;amp;pid=S0085-56262005000300014&lt;/a&gt;</text>
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                  <text>Dominio científico: Agricultura sostenible</text>
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                <text>Diversidade de Scarabaeidae s. str. (Coleoptera) da Reserva Biológica Guaribas, Mamanguape, Paraíba, Brasil: uma comparação entre Mata Atlântica e Tabuleiro Nordestino Diversity of Scarabaeidae s. str. (Coleoptera) in the Reserva Biológica Guaribas, Mamanguape, Paraiba, Brazil: a comparison between Atlantic Forest and northeast's Tabuleiro</text>
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                <text>Ana Aline Endres, Antonio José Creão-Duarte, Malva Isabel Medina Hernández</text>
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                <text>Os Scarabaeidae consomem fezes e carcaças de grandes vertebrados. Comunidades de escarabeídeos foram comparadas entre áreas de Mata e Tabuleiro da Reserva Biológica Guaribas, Mamanguape, Paraíba. As amostragens foram realizadas mensalmente durante o período de Novembro/2001 a Abril/2002 em áreas de Tabuleiro e Mata. Para coleta dos insetos foram utilizadas 24 armadilhas pitfall iscadas, 12 em cada área, sendo seis iscadas com fezes humanas e seis com fígado apodrecido. Na área de Mata foram coletados 15 espécies e 1298 indivíduos. Na área de Tabuleiro, 25 espécies e 2235 indivíduos. Onze espécies ocorrem conjuntamente nos dois ambientes, sendo 14 registradas apenas para o Tabuleiro e 4 para a Mata. Dichotomius sericeus (Harold, 1867) foi a espécie mais abundante nas duas áreas. A área de Tabuleiro apresentou maior riqueza, entretanto a Mata apresentou maior dominância. O compartilhamento de espécies comuns entre a Mata e o Tabuleiro confere a estes ambientes similaridade moderada.Diversity of Scarabaeidae s. str. (Coleoptera) in the Reserva Biológica Guaribas, Mamanguape, Paraiba, Brazil: a comparison between Atlantic Forest and northeast's Tabuleiro. Scarabaeid beetles consume dung and carcasses of large vertebrates. Guilds of scarabeids were compared between Forest and Tabuleiro at the Reserva Biológica Guaribas, Mamanguape, in the state of Paraíba. Samples were collected monthly from November 2001 to April 2002 in Forest and Tabuleiro. Insects were collected by using 24 pitfall-traps, 12 in each area, with six traps baited with human excrement and six with rotten liver. Fifteen species and 1298 specimens were collected in the Forest and 25 species and 2235 specimens in the Tabuleiro. Eleven species occurred in both areas, whereas 14 were found only in the Tabuleiro and four in the Forest. Dichotomius sericeus (Harold, 1867) was the most abundant species in the two areas. The Tabuleiro was the most species-rich; however dominance was greatest in the Forest. The presence of common species in the two studied areas confers a moderate similarity to the forest and Tabuleiro habitats.</text>
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                <text>2007</text>
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            <name>Subject</name>
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                <text>Comunidades, Diversity index, communities, ecology, ecología, similaridade, similarity, índices de diversidade</text>
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                <text>10.1590/S0085-56262007000100012</text>
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                <text>Revista Brasileira de Entomologia</text>
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            <name>Publisher</name>
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              <elementText elementTextId="217794">
                <text>Sociedade Brasileira de Entomologia</text>
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            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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                <text>Zoology</text>
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            <description>A related resource</description>
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                <text>&lt;a href="http://www.scielo.br/scielo.php?script=sci_arttext&amp;amp;pid=S0085-56262007000100012" target="_blank" rel="noreferrer noopener"&gt;http://www.scielo.br/scielo.php?script=sci_arttext&amp;amp;pid=S0085-56262007000100012&lt;/a&gt;</text>
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                  <text>Agricultura sostenible</text>
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              <description>An account of the resource</description>
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                  <text>Dominio científico: Agricultura sostenible</text>
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      <name>Text</name>
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                <text>Seguridad alimentaria. Presentación</text>
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            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
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              <elementText elementTextId="190063">
                <text>Ana Allende, Maria Isabel Gil</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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                <text>2020</text>
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                <text>Arbor: Ciencia, Pensamiento y Cultura</text>
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            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
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              <elementText elementTextId="190066">
                <text>Consejo Superior de Investigaciones Científicas</text>
              </elementText>
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            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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                <text>General Works</text>
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            <description>A related resource</description>
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                <text>&lt;a href="http://arbor.revistas.csic.es/index.php/arbor/article/view/2350" target="_blank" rel="noreferrer noopener"&gt;http://arbor.revistas.csic.es/index.php/arbor/article/view/2350&lt;/a&gt;</text>
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            <element elementId="50">
              <name>Title</name>
              <description>A name given to the resource</description>
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                  <text>Coronavirus</text>
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              <name>Description</name>
              <description>An account of the resource</description>
              <elementTextContainer>
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                  <text>Dominio científico: Coronavirus</text>
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            </element>
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      <name>Text</name>
      <description>A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text.</description>
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      <elementSet elementSetId="1">
        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
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          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
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                <text>Gendered Understanding of Ebola Crisis in Sierra Leone. Lessons for COVID-19</text>
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          </element>
          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
            <elementTextContainer>
              <elementText elementTextId="24772">
                <text>Ana Androsik</text>
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          </element>
          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
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              <elementText elementTextId="24773">
                <text>This case study provides evidence in response to the research question: “How did males and females in the bottom of the socio-economic hierarchy i.e. rural poor, respond to the 2014/2015 Ebola outbreak in Sierra Leone?” This case study focuses on the following research sub-questions:        • Caretaking Responsibilities: What kind of additional burdens were placed on rural men and women who took on the responsibility for orphaned children?        • Income Earnings: How did market closures and restrictions on movements affect income earnings of males and females in the rural area?        Based on the analysis of the Ebola crisis on rural poor men and women income and caretaking responsibilities highlighted in this case study, we can state that most women bore the costs of caretaking responsibilities. However, both women and men of Sierra Leone bore serious socio-economic costs at the level of their productive labor (income in this case study).        The international community is presently dealing with the effect of the COVID-19 pandemic on marginalized communities, and the outcomes are still unknown. This brief case study helps to understand the gendered outcomes of previous public health epidemics in the context of social stratification. It is likely that many international humanitarian organizations will eventually aim at building economic and social resilience of impoverished communities with the focus on specific needs of different genders. An evidence from previous public health crises on the economy can help design the most efficient program interventions.</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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                <text>2020</text>
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            <name>Identifier</name>
            <description>An unambiguous reference to the resource within a given context</description>
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              <elementText elementTextId="24775">
                <text>DOI: 10.3897/popecon.4.e53301</text>
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            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
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              <elementText elementTextId="24776">
                <text>Население и экономика</text>
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            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
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              <elementText elementTextId="24777">
                <text>Moscow State University, Faculty of Economics</text>
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            </elementTextContainer>
          </element>
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            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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              <elementText elementTextId="24778">
                <text>Economic theory. Demography</text>
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              <name>Title</name>
              <description>A name given to the resource</description>
              <elementTextContainer>
                <elementText elementTextId="88121">
                  <text>Agricultura sostenible</text>
                </elementText>
              </elementTextContainer>
            </element>
            <element elementId="41">
              <name>Description</name>
              <description>An account of the resource</description>
              <elementTextContainer>
                <elementText elementTextId="88122">
                  <text>Dominio científico: Agricultura sostenible</text>
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              </elementTextContainer>
            </element>
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      </elementSetContainer>
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      <name>Text</name>
      <description>A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text.</description>
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        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
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          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
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              <elementText elementTextId="228849">
                <text>Alternativas agroecológicas de fertilización en el cultivo del pipián (Cucúrbita argyrosperma)</text>
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          </element>
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            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
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              <elementText elementTextId="228850">
                <text>Ana Asunción Jarquín-Hernández, Carlos Amaru Ortiz Rodríguez, Marvin Antonio Rizo Blandón, Gómez Prado José Emilio</text>
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            <name>Description</name>
            <description>An account of the resource</description>
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              <elementText elementTextId="228851">
                <text>Este estudio se centró en evaluar tres alternativas agroecológicas de fertilización (te de estiércol, pulpa de café y humus más hueso de pescado), en el cultivo de pipián (Cucúrbita argyrosperma) en el municipio de Jinotega, en el período agosto-octubre año 2017, así mismo comparar la influencia de cada fertilizante en el desarrollo fenológico del cultivo, determinar la productividad de cada fertilizante. El tratamiento que tuvo mejores resultados experimentados en el cultivo cual fue te de estiércol, ya que se caracteriza por que la planta absorbe los nutrientes producidos por el fertilizante (nitrógeno, fosforo, micronutrientes) de manera eficaz.</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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                <text>2019</text>
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            <name>Subject</name>
            <description>The topic of the resource</description>
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              <elementText elementTextId="228853">
                <text>Foliar, agroecológica, edáfico, fenológica, fertilización</text>
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            <name>Identifier</name>
            <description>An unambiguous reference to the resource within a given context</description>
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              <elementText elementTextId="228854">
                <text>10.5377/ribcc.v5i9.7949</text>
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            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
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              <elementText elementTextId="228855">
                <text>Revista Iberoamericana de Bioeconomía y Cambio Climàtico</text>
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            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
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              <elementText elementTextId="228856">
                <text>Universidad Nacional Autónoma de Nicaragua</text>
              </elementText>
            </elementTextContainer>
          </element>
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            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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              <elementText elementTextId="228857">
                <text>Economic theory. Demography, Meteorology. Climatology</text>
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            </elementTextContainer>
          </element>
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            <name>Relation</name>
            <description>A related resource</description>
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              <elementText elementTextId="228858">
                <text>&lt;a href="http://revistas.unanleon.edu.ni/index.php/REBICAMCLI/article/view/212" target="_blank" rel="noreferrer noopener"&gt;http://revistas.unanleon.edu.ni/index.php/REBICAMCLI/article/view/212&lt;/a&gt;</text>
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                  <text>Agricultura sostenible</text>
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              <description>An account of the resource</description>
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                  <text>Dominio científico: Agricultura sostenible</text>
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                <text>ARTE Y ECOLOGÍA: ¿PRÁCTICAS QUE PUEDEN INTEGRARSE?</text>
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                <text>Ana Badessi</text>
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            <description>An account of the resource</description>
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                <text>Este trabajo pretende relatar y dar a conocer las actividades llevadas a cabo desde el Proyecto de Investigación'ARTE Y ECOLOGÍA' aprobado por el Consejo de Investigaciones de la Universidad Nacional de Tucumán. Desdeallí se pretende investigar las relaciones existentes entre la creación artística y la ecología, estudiando cómo elproductor artístico trabaja con materiales del ecosistema; cómo documenta su hábitat en sus obras; cómo se valede sus obras para concientizar acerca de la necesidad de preservar el medio ambiente como una manera depreservar la vida, etc. y también realizando una efectiva transferencia al medio de los resultados de lainvestigación.</text>
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                <text>2008</text>
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          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
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                <text>Arte, Concientización, Interdisciplinariedad, ecología, transferencia</text>
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            <name>Source</name>
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            <name>Publisher</name>
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                <text>Universidad Nacional de La Plata</text>
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            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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                <text>Communication. Mass media</text>
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            <name>Relation</name>
            <description>A related resource</description>
            <elementTextContainer>
              <elementText elementTextId="240332">
                <text>&lt;a href="https://perio.unlp.edu.ar/ojs/index.php/question/article/view/505" target="_blank" rel="noreferrer noopener"&gt;https://perio.unlp.edu.ar/ojs/index.php/question/article/view/505&lt;/a&gt;</text>
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              <name>Title</name>
              <description>A name given to the resource</description>
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                  <text>Agricultura sostenible</text>
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              <name>Description</name>
              <description>An account of the resource</description>
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                  <text>Dominio científico: Agricultura sostenible</text>
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      <description>A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text.</description>
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            <name>Title</name>
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                <text>Análisis arqueozoológico, tafonómico y de distribución espacial de la fauna de mamíferos de la Cueva de la Fragua (Santoña, Cantabria)</text>
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                <text>Ana Belén Marin</text>
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                <text>Este trabajo analiza los restos de mamíferos hallados en los niveles Magdaleniense, Aziliense, Mesolítico y Calcolítico de la Cueva de La Fragua (Santoña, Cantabria). En el nivel Magdaleniense existe una economia dual centralizada en la caza del ciervo y la cabra. A partir del nivel Aziliense y sobre todo en el Mesolítico, a raíz del cambio climático, empieza a hacerse patente la diversificación de recursos con la relevancia que adquieren taxones como el corzo y el jabalí, además de restos de malacofauna terrestre y marina. Una zanja en época Calcolítica (datada a partir de los restos cerámicos en ella recogidos) corta parcialmente parte de los cuadros excavados. Aparecen restos de animales domésticos. Esta zanja debió realizarse con fines sepulcrales a tenor de los retos humanos en ella encontrados. Gran parte de los restos muestran trazas antrópicas, huellas de alteraciones naturales y actividades de carnívoros y roedores que se han estudiado en un detallado análisis tafonómico. Además, gracias a un Sistema de Información Geográfica (SIG) que se ha aplicado al análisis arqueozoológico de esta cueva se ha podido observar de una manera muy gráfica la distribución de cada uno de los restos en los diferentes niveles, lo cual ha permitido avanzar en el conocimiento de las unidades sociales de consumo y de los diversos pobladores que ocuparon esta cueva en las distintas etapas.</text>
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            <name>Date</name>
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                <text>2004</text>
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          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="204576">
                <text>Magdaleniense, Mesolítico, arqueozoología, distribución espacial, tafonomia</text>
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          </element>
          <element elementId="48">
            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
            <elementTextContainer>
              <elementText elementTextId="204577">
                <text>Munibe Antropologia-Arkeologia</text>
              </elementText>
            </elementTextContainer>
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          <element elementId="45">
            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
            <elementTextContainer>
              <elementText elementTextId="204578">
                <text>Sociedad de Ciencias Aranzadi</text>
              </elementText>
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          </element>
          <element elementId="38">
            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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                <text>Archaeology, Auxiliary sciences of history</text>
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          </element>
          <element elementId="46">
            <name>Relation</name>
            <description>A related resource</description>
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              <elementText elementTextId="204580">
                <text>&lt;a href="http://www.aranzadi-zientziak.org/fileadmin/docs/Munibe/2004019044AA.pdf" target="_blank" rel="noreferrer noopener"&gt;http://www.aranzadi-zientziak.org/fileadmin/docs/Munibe/2004019044AA.pdf&lt;/a&gt;</text>
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