{"id":3289,"date":"2022-02-18T10:49:29","date_gmt":"2022-02-18T09:49:29","guid":{"rendered":"https:\/\/catedradeltajo.es\/?p=3289"},"modified":"2022-02-18T11:16:18","modified_gmt":"2022-02-18T10:16:18","slug":"primera-conferencia-del-ciclo-investigando-el-tajo-a-cargo-de-carlotta-valerio-sobre-la-aplicacion-de-tecnicas-de-machine-learning-para-la-mejora-del-estado-de-los-rios","status":"publish","type":"post","link":"https:\/\/catedradeltajo.es\/en\/primera-conferencia-del-ciclo-investigando-el-tajo-a-cargo-de-carlotta-valerio-sobre-la-aplicacion-de-tecnicas-de-machine-learning-para-la-mejora-del-estado-de-los-rios\/","title":{"rendered":"Primera conferencia del ciclo \u201cInvestigando el Tajo\u201d a cargo de Carlotta Valerio, sobre la aplicaci\u00f3n de t\u00e9cnicas de \u00abmachine learning\u00bb para la mejora del estado de los r\u00edos"},"content":{"rendered":"

Ayer, 17 de febrero, organizada por la C\u00e1tedra del Tajo UCLM-Fundaci\u00f3n Soliss con la colaboraci\u00f3n de la Real Fundaci\u00f3n de Toledo, dio comienzo la s\u00e9ptima edici\u00f3n del ciclo \u00abInvestigando el Tajo\u00bb. Carlotta Valerio, del Observatorio del Agua de la Fundaci\u00f3n Bot\u00edn, present\u00f3 una investigaci\u00f3n con propuestas para la mejora del estado ecol\u00f3gico de los r\u00edos de la cuenca del Tajo. As\u00ed, disminuyendo la concentraci\u00f3n de nutrientes y realizando acciones de restauraci\u00f3n del h\u00e1bitat de ribera se podr\u00eda llegar al buen estado ecol\u00f3gico del 85% de las masas de agua. Por otro lado, el estudio se\u00f1ala que ser\u00edan necesarios caudales m\u00e1ximos cercanos al r\u00e9gimen natural para el control de las especies ex\u00f3ticas invasoras de peces.<\/strong><\/p>\n

At the headquarters of the Royal Foundation of Toledo, Carlotta Valerio presented her research \u201cAnthropic pressures, ecological status and mitigation measures: contributions to the debate using machine learning<\/em>\u201d<\/strong>. It involves the establishment of a proven model that is capable of predicting the behavior of different human pressures on rivers on their ecological state. This model has been carried out in two scenarios. On the one hand, in all the bodies of water in the Tagus basin and, on the other, in several rivers in Castilla-La Mancha.<\/p>\n

The conclusions of the study are conclusive about the need and possibility of carrying out concrete measures to improve the environmental quality of the Tagus rivers. If the concentration of nutrients decreased and, at the same time, actions were carried out to improve the quality of the riparian forest, 85% of the water masses would reach good ecological status. The remaining 15% would have a moderate status, with none reaching a bad or very bad status. Currently, 39% of the water bodies of the Tagus Hydrographic Demarcation do not reach the objective of good ecological status required by the Water Framework Directive, with 12% having a bad or worse status (data collected in the draft of the Hydrological Plan of the Tagus Demarcation 2022-2027, Annex 9, page 90<\/a>).<\/p>\n

In relation to the above, the study makes special mention of the fact that Spain is the state of the European Union with the highest nutrient concentration limit to comply with the objectives of the Water Framework Directive. Valerio's research concludes that the nutrient limits set in Spanish regulations are insufficient to achieve the environmental objectives of the legislation on the ecological status of water bodies.<\/p>\n

The part of the research carried out in the area of \u200b\u200bCastilla-La Mancha focuses on the presence of invasive exotic species of fish. The conclusion reached is that maximum flows would be needed in reservoirs close to natural flows to eradicate most of the non-native fish, which would not have negative repercussions for native fish populations.<\/p>\n

The conference was attended by Beatriz Larraz, director of the Tagus Chair. After the presentation, a debate took place among the attendees. The recording of the conference will soon be available on the website of the Tagus Chair.<\/a><\/p>","protected":false},"excerpt":{"rendered":"

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