<?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>0871-018X</journal-id>
<journal-title><![CDATA[Revista de Ciências Agrárias]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. de Ciências Agrárias]]></abbrev-journal-title>
<issn>0871-018X</issn>
<publisher>
<publisher-name><![CDATA[Sociedade de Ciências Agrárias de Portugal]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0871-018X2024000100371</article-id>
<article-id pub-id-type="doi">10.19084/rca.34978</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[DIGINVASIVE: Sistema de Alerta y Control de especies invasoras. Caso de estudio: Amaranthus palmeri]]></article-title>
<article-title xml:lang="en"><![CDATA[DIGINVASIVE: Alert and Control System for weed invasive species. Case study: Amaranthus palmeri]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Castro]]></surname>
<given-names><![CDATA[Ana I. de]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Mesías-Ruiz]]></surname>
<given-names><![CDATA[Gustavo A.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Llenes]]></surname>
<given-names><![CDATA[Josep María]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Borra-Serrano]]></surname>
<given-names><![CDATA[Irene]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rueda-Ayala]]></surname>
<given-names><![CDATA[Christian]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Dorado]]></surname>
<given-names><![CDATA[José]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Recasens]]></surname>
<given-names><![CDATA[Jordi]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Peña]]></surname>
<given-names><![CDATA[José Manuel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria Departamento de Medio Ambiente y Agronomía ]]></institution>
<addr-line><![CDATA[Madrid ]]></addr-line>
<country>España</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Instituto de Ciencias Agrarias Grupo tec4AGRO CSIC]]></institution>
<addr-line><![CDATA[Madrid ]]></addr-line>
<country>España</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Generalitat de Catalunya Servei de Sanitat Vegetal ]]></institution>
<addr-line><![CDATA[Lleida ]]></addr-line>
<country>España</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universitat de Lleida Departamento de Ciencia e Ingeniería Forestal y Agrícola Agrotecnio CERCA Center]]></institution>
<addr-line><![CDATA[Lleida ]]></addr-line>
<country>Spain</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>47</volume>
<numero>1</numero>
<fpage>371</fpage>
<lpage>380</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_arttext&amp;pid=S0871-018X2024000100371&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_abstract&amp;pid=S0871-018X2024000100371&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_pdf&amp;pid=S0871-018X2024000100371&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La gestión eficiente de las malas hierbas invasoras es fundamental para mantener el equilibrio entre biodiversidad, producción y sostenibilidad agrícola. Esto se debe a que las malas hierbas invasoras pueden causar pérdidas significativas de rendimiento en los cultivos y su control supone un elevado coste en productos fitosanitarios, además de los daños ecológicos que generan. Los avances en robótica, digitalización, inteligencia artificial, etc., permiten la optimización de los recursos empleados (e.g. fitosanitarios) mediante la aplicación de tratamientos localizados y ajustados a las necesidades reales del cultivo siguiendo los principios de la agricultura de precisión. Recientemente se ha confirmado la presencia de la planta invasora Amaranthus palmeri en parcelas agrícolas en España. Esta especie es altamente competitiva, presenta una elevada tasa de fecundidad y la capacidad para desarrollar biotipos resistentes a los herbicidas, convirtiéndola en una de las especies exóticas con mayor amenaza para la agricultura española. Para ello, se ha desarrollado una herramienta de agricultura digital -denominada DIGINVASIVE- para el mapeo y seguimiento de A. palmeri en campos agrícolas, consistentes en un servidor de cartografía digital web de código abierto que utiliza tecnologías digitales innovadoras como imágenes de dron, Sistemas de Información Geográfica, Tecnologías de la Información y la Comunicación y potentes algoritmos de Inteligencia Artificial. Esta herramienta interactiva permitirá a los usuarios establecer las medidas de prevención y erradicación necesarias para abordar el control de A. palmeri en escenarios agrícolas.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Efficient invasive weed management is critical to maintain the balance between biodiversity, production and agricultural sustainability. Invasive plants may cause significant yield losses in crops and their control entails a high cost in pesticide products, in addition to the ecological damage they generate. Advances in robotics, digital agriculture, artificial intelligence, etc, allow the inputs&#8217; optimization (e.g. pesticides) through timely and site-specific treatments tailored to the real crop needs, aligned with the principles of precision agriculture. Amaranthus palmeri has been recently detected in Spanish crop fields. It is an extremely competitive species, with a high fertility rate and skilled at developing herbicide-resistant biotypes, which poses a serious threat to Spanish agriculture. Therefore, a digital agriculture tool -called DIGINVASIVE- is being designed for mapping and monitoring of A. palmeri in crops, which consists of an open-source web-based interface system using innovative digital technologies such as drone imagery, Geographic Information Systems, Information and Communication Technologies and powerful Artificial Intelligence algorithms. This interactive tool will allow users to establish suitable prevention and eradication measures to address the control of A. palmeri in agricultural environments.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[manejo localizado]]></kwd>
<kwd lng="es"><![CDATA[agricultura de precisión]]></kwd>
<kwd lng="es"><![CDATA[teledetección]]></kwd>
<kwd lng="es"><![CDATA[dron]]></kwd>
<kwd lng="es"><![CDATA[inteligencia artificial]]></kwd>
<kwd lng="en"><![CDATA[site-specific management]]></kwd>
<kwd lng="en"><![CDATA[precision agriculture]]></kwd>
<kwd lng="en"><![CDATA[remote sensing]]></kwd>
<kwd lng="en"><![CDATA[drone]]></kwd>
<kwd lng="en"><![CDATA[artificial intelligence]]></kwd>
</kwd-group>
</article-meta>
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