{"id":11154,"date":"2026-07-06T14:28:30","date_gmt":"2026-07-06T12:28:30","guid":{"rendered":"https:\/\/www.iqac.csic.es\/proyecto\/deep-learning-com-a-eina-innovadora-per-a-la-identificacio-de-compostos-odorants-actius-per-al-control-de-plagues-la-llagosta-marroquina-com-a-cas-destudi\/"},"modified":"2026-07-06T14:28:30","modified_gmt":"2026-07-06T12:28:30","slug":"deep-learning-com-a-eina-innovadora-per-a-la-identificacio-de-compostos-odorants-actius-per-al-control-de-plagues-la-llagosta-marroquina-com-a-cas-destudi","status":"publish","type":"proyecto","link":"https:\/\/www.iqac.csic.es\/ca\/projecte\/deep-learning-com-a-eina-innovadora-per-a-la-identificacio-de-compostos-odorants-actius-per-al-control-de-plagues-la-llagosta-marroquina-com-a-cas-destudi\/","title":{"rendered":"Deep learning com a eina innovadora per a la identificaci\u00f3 de compostos odorants actius per al control de plagues: la llagosta marroquina com a cas d&#8217;estudi"},"content":{"rendered":"<p>DEEPPEST pret\u00e9n desenvolupar un enfocament innovador, r\u00e0pid i rendible per identificar compostos respectuosos amb el medi ambient per al control de plagues, substituint els pesticides convencionals per semioqu\u00edmics espec\u00edfics d&#8217;esp\u00e8cie (senyals qu\u00edmiques naturals que modifiquen el comportament dels insectes). El projecte integra <em>deep learning<\/em>, qu\u00edmica computacional, transcript\u00f2mica, an\u00e0lisi qu\u00edmica i assajos de comportament per predir l&#8217;estructura de receptors i prote\u00efnes d&#8217;uni\u00f3 a odorants, cribrar compostos produ\u00efts pels insectes i dissenyar noves mol\u00e8cules actives <em>de novo<\/em>. La llagosta marroquina (<em>Dociostaurus maroccanus<\/em>), una plaga agr\u00edcola important que causa brots recurrents a Espanya i altres regions mediterr\u00e0nies, s&#8217;utilitza com a cas d&#8217;estudi. Els compostos candidats es validaran mitjan\u00e7ant assajos de laboratori i semicamp. M\u00e9s enll\u00e0 d&#8217;aquest cas, DEEPPEST busca establir un protocol general aplicable r\u00e0pidament davant de plagues emergents o invasores.    <\/p>\n","protected":false},"excerpt":{"rendered":"<p>El projecte DEEPPEST desenvolupa una manera m\u00e9s r\u00e0pida i econ\u00f2mica de trobar compostos qu\u00edmics d&#8217;origen natural per controlar plagues d&#8217;insectes, sense haver de rec\u00f3rrer als pesticides convencionals, combinant la intel\u00b7lig\u00e8ncia artificial i la qu\u00edmica computacional amb la biologia dels insectes. L&#8217;enfocament es prova en la llagosta marroquina com a prova de concepte que podria aplicar-se posteriorment a altres esp\u00e8cies invasores. <\/p>\n","protected":false},"featured_media":11155,"parent":0,"template":"","meta":{"_acf_changed":false},"tags":[216,211],"enfermedad":[],"framework":[131],"linea-de-investigacion":[184,208],"class_list":["post-11154","proyecto","type-proyecto","status-publish","has-post-thumbnail","hentry","tag-ecologia-quimica","tag-quimica-teorica-i-computacional","framework-plan-estatal-peicti","linea-de-investigacion-comprendre","linea-de-investigacion-prevenir","entry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Deep learning com a eina innovadora per a la identificaci\u00f3 de compostos odorants actius per al control de plagues: la llagosta marroquina com a cas d&#039;estudi | IQAC - Institut de Qu\u00edmica Avan\u00e7ada de Catalunya - CSIC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.iqac.csic.es\/proyecto\/deep-learning-como-herramienta-novedosa-para-la-identificacion-de-compuestos-odorantes-activos-para-el-control-de-plagas-la-langosta-marroqui-como-caso-de-estudio\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deep learning com a eina innovadora per a la identificaci\u00f3 de compostos odorants actius per al control de plagues: la llagosta marroquina com a cas d&#039;estudi | IQAC - Institut de Qu\u00edmica Avan\u00e7ada de Catalunya - CSIC\" \/>\n<meta property=\"og:description\" content=\"El projecte DEEPPEST desenvolupa una manera m\u00e9s r\u00e0pida i econ\u00f2mica de trobar compostos qu\u00edmics d&#039;origen natural per controlar plagues d&#039;insectes, sense haver de rec\u00f3rrer als pesticides convencionals, combinant la intel\u00b7lig\u00e8ncia artificial i la qu\u00edmica computacional amb la biologia dels insectes. 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