{"id":28358,"date":"2025-06-19T09:09:17","date_gmt":"2025-06-19T09:09:17","guid":{"rendered":"https:\/\/cit.upc.edu\/?post_type=portfolio&p=28358"},"modified":"2025-11-27T13:54:50","modified_gmt":"2025-11-27T13:54:50","slug":"agrixels-estandard-dinformacio-agraria-orientat-a-serveis-basats-en-ia-per-a-casos-dus-en-el-sector-agroalimentari","status":"publish","type":"portfolio","link":"https:\/\/cit.upc.edu\/ca\/portfolio-item\/agrixels-estandard-dinformacio-agraria-orientat-a-serveis-basats-en-ia-per-a-casos-dus-en-el-sector-agroalimentari\/","title":{"rendered":"Agrixels: Est\u00e0ndard d\u2019informaci\u00f3 agr\u00e0ria orientat a serveis basats en IA per a casos d\u2019\u00fas en el sector agroalimentari"},"content":{"rendered":"\n

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19\/06\/2025
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Un equip de recerca multidisciplinari, liderat per l\u2019Intelligent Data sciEnce and Artificial Intelligence Research Group (IDEAI-UPC<\/a>) de la Universitat Polit\u00e8cnica de Catalunya – BarcelonaTech (UPC), participa en el projecte Agrixels<\/a>, que t\u00e9 com a objectiu crear un est\u00e0ndard d\u2019informaci\u00f3 agr\u00e0ria, \u00e9s a dir, un ecosistema de dades, orientat a serveis basats en intel\u00b7lig\u00e8ncia artificial (IA) per al sector agroalimentari. Agrixels defineix dos casos d\\’\u00fas al sector agroalimentari: el primer considera la sostenibilitat clim\u00e0tica i mediambiental de les explotacions, mentre que el segon est\u00e0 orientat cap a una externalitat d\\’inter\u00e8s ambiental, com \u00e9s el mercat del carboni.<\/h4>
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Davant dels reptes ambientals i clim\u00e0tics, la pressi\u00f3 per optimitzar els recursos naturals i l\u2019aven\u00e7 imparable de la digitalitzaci\u00f3, molts actors del sector es troben amb dificultats per compartir, analitzar i aprofitar la informaci\u00f3 de manera eficient i integrada.\u00a0

En aquest context, el projecte Agrixels pret\u00e9n impulsar el desenvolupament, la instal\u00b7laci\u00f3 i la parametritzaci\u00f3 de l\u2019est\u00e0ndard interoperable Agr\u00edxel, integrant dades procedents de diverses fonts i aplicant serveis avan\u00e7ats basats en intel\u00b7lig\u00e8ncia artificial (IA), seguint un model de governan\u00e7a de les dades transparent i segur. Aquest est\u00e0ndard consisteix en un conjunt de regles comunes que permet que les dades relacionades amb el territori es puguin compartir i interpretar f\u00e0cilment entre diferents sistemes, aplicacions i organitzacions, independentment de qui les hagi generat o del software utilitzat. Aquest enfocament afavoreix una presa de decisions m\u00e9s informada, facilita l\u2019intercanvi de dades entre actors del sector i contribueix a refor\u00e7ar-ne la competitivitat mitjan\u00e7ant models innovadors de governan\u00e7a i col\u00b7laboraci\u00f3 p\u00fablic-privada.

El projecte se centra en dos casos d\u2019\u00fas principals: la sostenibilitat clim\u00e0tica dels cultius a l\u2019aire lliure i l\u2019impacte ambiental de les explotacions agr\u00e0ries, espec\u00edficament, en la quantificaci\u00f3 i reducci\u00f3 de la petjada de carboni. Tots dos es validen a trav\u00e9s de dos serveis, que representen casos d\u2019\u00fas generats sobre models i m\u00e8todes basats en IA, desplegats de manera efectiva en el centre demostrador.

La proposta t\u00e8cnica d\u2019Agr\u00edxel es fonamenta en l\u2019\u00fas d\u2019est\u00e0ndards internacionals Open Geospatial Consortium (OGC) d\u2019agrogeoinform\u00e0tica, per garantir que les dades siguin f\u00e0cils de trobar, accessibles, compatibles amb altres sistemes i reutilitzables (FAIR).\u00a0

L\u2019est\u00e0ndard Agr\u00edxel organitza la informaci\u00f3 en p\u00edxels geogr\u00e0fics d\u20191\u202fm x 1\u202fm mitjan\u00e7ant el Sistema d\u2019Orientaci\u00f3 Cartogr\u00e0fica (SOC). Aquests p\u00edxels representen petits quadrats imaginaris que divideixen el territori, cadascun representant una porci\u00f3 real d\u2019un metre quadrat. Cada p\u00edxel cont\u00e9 dades espec\u00edfiques d\u2019aquell espai, com el tipus de conreu, la humitat del s\u00f2l, la temperatura o la qualitat de l\u2019aire. Aquesta manera d\u2019estructurar la informaci\u00f3 permet analitzar el territori amb molt de detall, comparar zones, detectar patrons i prendre decisions m\u00e9s precises i eficients en l\u2019\u00e0mbit agroalimentari.

L\u2019est\u00e0ndard es basa en la versi\u00f3 dels est\u00e0ndards internacionals OGC que ofereix m\u00e9s compatibilitat amb el sistema SOC, i s\u2019adapta per integrar m\u00faltiples capes d\u2019informaci\u00f3, com ara meteorologia (dades clim\u00e0tiques, precipitacions, temperatura), conreus (varietats, dades de sembra), s\u00f2l (humitat, necessitats h\u00eddriques), sanitat vegetal (plagues, malalties, estat fitosanitari), recol\u00b7lecci\u00f3 i qualitat (rendiment de la collita, tra\u00e7abilitat, caracter\u00edstiques del producte) o comercialitzaci\u00f3 (distribuci\u00f3, preus, dades de mercat). Aquest enfocament facilita l\u2019an\u00e0lisi avan\u00e7ada i la incorporaci\u00f3 de variables clau per a la sostenibilitat i la circularitat, com la petjada de carboni, l\u2019\u00fas de l\u2019aigua, l\u2019energia o la log\u00edstica.\u00a0

A m\u00e9s, la seva estandarditzaci\u00f3 universal permet que sigui una soluci\u00f3 escalable i adaptable a diferents regions i dimensions geogr\u00e0fiques al llarg del temps.

Impacte<\/h4>

El projecte Agrixels tindr\u00e0 un impacte positiu i directe en el sector agroalimentari, millorant l\u2019efici\u00e8ncia i la sostenibilitat de la producci\u00f3, la gesti\u00f3 p\u00fablica i la recerca. A m\u00e9s, oferir\u00e0 dades de qualitat per a empreses, eines de control i planificaci\u00f3 per a administracions, i una plataforma oberta per a la innovaci\u00f3 cient\u00edfica i tecnol\u00f2gica, que optimitzar\u00e0 recursos, reduir\u00e0 costos i millorar\u00e0 la sostenibilitat de la producci\u00f3.

Pressupost i finan\u00e7ament<\/h4>

El projecte compta amb la participaci\u00f3 de m\u00e9s de trenta-cinc entitats, entre administracions p\u00fabliques, cooperatives, empreses i centres tecnol\u00f2gics i entitats TIC. El projecte ha rebut un finan\u00e7ament de 2.418.035\u202f\u20ac, en el marc del Pla de Recuperaci\u00f3, Transformaci\u00f3 i Resili\u00e8ncia del Ministeri de la Transformaci\u00f3 Digital i de la Funci\u00f3 P\u00fablica (Govern d\u2019Espanya), i t\u00e9 una durada de 14 mesos (novembre de 2024 – desembre de 2025).

M\u00e9s informaci\u00f3: https:\/\/agrixels.upc.edu<\/a>
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Tecnologia<\/h5>

Transformaci\u00f3 digital<\/a>

Agrotech<\/a>
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Sector<\/h5>

Alimentaci\u00f3, Agricultura i Medi Mar\u00ed<\/a>

Economia Circular<\/a>
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Tema<\/h5>

Intel\u00b7lig\u00e8ncia Artificial<\/a>

Smart City<\/a>
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Vols saber m\u00e9s?<\/h5>
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Un equip de recerca multidisciplinari, liderat per l\u2019Intelligent Data sciEnce and Artificial Intelligence Research Group (IDEAI-UPC) de la Universitat Polit\u00e8cnica de Catalunya – BarcelonaTech (UPC), participa en el projecte Agrixels, que t\u00e9 com a objectiu crear un est\u00e0ndard d\u2019informaci\u00f3 agr\u00e0ria, \u00e9s a dir, un ecosistema de dades, orientat a serveis basats en intel\u00b7lig\u00e8ncia artificial (IA) per al sector agroalimentari.
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