{"id":81972,"date":"2025-10-23T06:00:07","date_gmt":"2025-10-23T10:00:07","guid":{"rendered":"https:\/\/www.mundoacuicola.cl\/new\/?p=81972"},"modified":"2025-10-24T13:25:34","modified_gmt":"2025-10-24T17:25:34","slug":"plancton-andino-impulsa-nuevas-fronteras-en-monitoreo-y-prediccion-de-algas-nocivas","status":"publish","type":"post","link":"https:\/\/www.mundoacuicola.cl\/new\/plancton-andino-impulsa-nuevas-fronteras-en-monitoreo-y-prediccion-de-algas-nocivas\/","title":{"rendered":"Plancton Andino impulsa nuevas fronteras en monitoreo y predicci\u00f3n de algas nocivas"},"content":{"rendered":"

Durante ICHA 2025, Plancton Andino, fundada en 1998 con oficinas y laboratorios en Puerto Varas y sucursales en Castro y Coyhaique, concentr\u00f3 su participaci\u00f3n en resultados operacionales y evidencia estad\u00edstica para comprender y gestionar las floraciones algales nocivas en el sur de Chile.<\/p>\n

Entre las pr\u00f3ximas actividades de la compa\u00f1\u00eda figura el HABTECH Workshop 2025<\/strong>, programado para el 29 de octubre en Puerto Varas. El encuentro reunir\u00e1 a investigadores, empresas y autoridades para profundizar en soluciones tecnol\u00f3gicas y estrategias de monitoreo frente a floraciones algales nocivas, consolidando el v\u00ednculo entre ciencia aplicada e industria acu\u00edcola.<\/p>\n

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Tres d\u00e9cadas de observaci\u00f3n continua<\/strong><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n

El fundador y gerente general de Plancton Andino<\/strong>, Alejandro Cl\u00e9ment<\/strong>, prepar\u00f3 para el ICHA 2025 conferencia una s\u00edntesis de 37 a\u00f1os de monitoreo continuo de fitoplancton y floraciones algales nocivas en el sur de Chile<\/strong>, con especial \u00e9nfasis en la evoluci\u00f3n del FAN Index<\/strong>, algoritmo desarrollado por la compa\u00f1\u00eda para cuantificar la magnitud relativa de los eventos. \u201cLo que estoy haciendo ah\u00ed es recopilar toda la informaci\u00f3n que pude, hist\u00f3rica, para plantear la hip\u00f3tesis si el FAN Index, nuestro algoritmo, o los blooms, entendidos en ese concepto, est\u00e1n en aumento o no. Esa es la pregunta. Entonces yo me hice la misma pregunta, si los eventos en el sur de Chile est\u00e1n en aumento o no\u201d, explic\u00f3.<\/p>\n

El estudio emple\u00f3 an\u00e1lisis de series temporales mediante el test estad\u00edstico Mann-Kendall<\/strong> y promedios m\u00f3viles<\/strong> para identificar tendencias en intensidad y frecuencia de floraciones, considerando diez a\u00f1os de registros consolidados. \u201cNos encontramos que hay especies que est\u00e1n en aumento desde el punto de vista de su intensidad m\u00e1xima, pero tambi\u00e9n hay otras especies que est\u00e1n en disminuci\u00f3n. Y cuando analizamos el FAN Index, el test estad\u00edstico nos dice que no hay una tendencia ni al alza ni a la baja, est\u00e1 neutral\u201d, precis\u00f3 Cl\u00e9ment, enfatizando la estabilidad observada en la din\u00e1mica general de los eventos durante la \u00faltima d\u00e9cada.<\/p>\n

Respecto de los impactos, el investigador destac\u00f3 que la dimensi\u00f3n econ\u00f3mica y social de las floraciones suele amplificar la percepci\u00f3n del fen\u00f3meno. \u201cLos mayores impactos son econ\u00f3micos: m\u00e1s cantidad de salmones muertos, el 2021, para qu\u00e9 decir el 2016. Y lo otro es que, bueno, cuando aparece la marea roja, se deja de consumir mariscos y eso afecta al turismo, a los restaurantes y a toda la cadena productiva asociada\u201d, se\u00f1al\u00f3.<\/p>\n

Modelos y automatizaci\u00f3n<\/strong><\/h3>\n

El equipo de Plancton Andino participa en ICHA 2025 con m\u00faltiples presentaciones sobre automatizaci\u00f3n, modelaci\u00f3n predictiva y taxonom\u00eda molecular aplicadas al monitoreo de floraciones algales nocivas. Entre los trabajos destacados se cuenta la validaci\u00f3n del sistema SAMS (Self-driven Algae Monitoring System)<\/strong>, desarrollado junto a Retina-Lab, que automatiza la identificaci\u00f3n y cuantificaci\u00f3n de Alexandrium catenella<\/em> mediante an\u00e1lisis por im\u00e1genes en flujo. Actualmente, SAMS opera en 20 sitios acu\u00edcolas de Chile y se encuentra en proceso de expansi\u00f3n hacia M\u00e9xico, Canad\u00e1 y Noruega.<\/p>\n

Otro de los desarrollos es BloomPredictor<\/strong>, modelo de predicci\u00f3n de floraciones algales basado en aprendizaje autom\u00e1tico (machine learning<\/em>) y elaborado en conjunto con Skretting Chile. La herramienta integra variables ecol\u00f3gicas, oceanogr\u00e1ficas y meteorol\u00f3gicas para estimar el riesgo de floraciones a corto plazo (1\u20136 d\u00edas), utilizando regresi\u00f3n cuant\u00edlica para generar alertas probabil\u00edsticas y m\u00e9tricas de desempe\u00f1o orientadas a la toma de decisiones en acuicultura.<\/p>\n

En el \u00e1mbito de la taxonom\u00eda molecular<\/strong>, el equipo presenta el estudio Identification of Pseudo-nitzschia species using rRNA (Nanopore technology) in Southern Chile<\/em>, que combina microscop\u00eda tradicional, citometr\u00eda de im\u00e1genes y secuenciaci\u00f3n por nanoporo para caracterizar doce especies del g\u00e9nero Pseudo-nitzschia<\/em>, entre ellas P. australis<\/em>, P. delicatissima<\/em> y P. fraudulenta<\/em>. Este trabajo, realizado en colaboraci\u00f3n con el Centre for Environment, Fisheries and Aquaculture Science (CEFAS, Reino Unido), aporta informaci\u00f3n in\u00e9dita sobre la diversidad de diatomeas productoras de toxinas amn\u00e9sicas en el sur de Chile.<\/p>\n

Asimismo, la presentaci\u00f3n ADICFito: A platform for public engagement and AI-supported taxonomic awareness in HAB monitoring<\/strong>, a cargo de Stephanie S\u00e1ez, da a conocer una plataforma digital colaborativa que combina inteligencia artificial y participaci\u00f3n ciudadana para la identificaci\u00f3n taxon\u00f3mica de fitoplancton. El sistema utiliza modelos de lenguaje de gran escala (LLM) para generar descripciones autom\u00e1ticas de m\u00e1s de 50.000 taxones, fortaleciendo la comunicaci\u00f3n cient\u00edfica y la educaci\u00f3n ambiental en torno a las mareas rojas.<\/p>\n","protected":false},"excerpt":{"rendered":"

Plancton Andino presenta en ICHA 2025 avances en monitoreo, modelaci\u00f3n y taxonom\u00eda molecular de floraciones algales, junto a un an\u00e1lisis de 37 a\u00f1os de registros en el sur de Chile.<\/p>\n","protected":false},"author":10,"featured_media":81973,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27390],"tags":[1261,143,3380,446,122,2907,3617,197],"class_list":["post-81972","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-empresas","tag-acuicola","tag-acuicultura","tag-alejandro-clement","tag-floraciones-algales-nocivas","tag-industria-acuicola","tag-industria-salmonera","tag-plancton-andino","tag-salmonicultura"],"yoast_head":"\nPlancton Andino impulsa nuevas fronteras en monitoreo y predicci\u00f3n de algas nocivas - Mundoacuicola<\/title>\n<meta name=\"description\" content=\"Plancton Andino presenta en ICHA 2025 avances en monitoreo, modelaci\u00f3n y taxonom\u00eda molecular de floraciones algales.\" \/>\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.mundoacuicola.cl\/new\/plancton-andino-impulsa-nuevas-fronteras-en-monitoreo-y-prediccion-de-algas-nocivas\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Plancton Andino impulsa nuevas fronteras en monitoreo y predicci\u00f3n de algas nocivas - 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