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Title: Predicción sobre el entorno medioambiental en la Laguna de Fuente de Piedra
Author: Pérez García, Miguel Ángel
Tutor: Sanchez-Bocanegra, Carlos Luis  
Others: Casas-Roma, Jordi  
Abstract: Water is a valuable resource, so much so that birds dedicate part of their work to raising their young in the surrounding lagoons, wetlands or other areas. The Fuente de Piedra lagoon in Antequera, which "houses the largest colony of common flamingos, is the largest in the Iberian Peninsula and the second in Europe". One of the main challenges is to be able to predict the level of water that it may have, from a certain level we will be able to observe if there will be nesting of these flamingos. We also have data sets with information from the wells in the basin, which we can analyze. For this, different measuring devices, a weather station and other manual plugs have been placed. The methodology used is agile, where a prototype will be created that will be improved. From machine learning models, the water level is predicted as a continuous variable, applying regression techniques. Obtaining as a result a 60% accuracy with the Random Forest Regressor algorithm.
Keywords: data analysis
Document type: info:eu-repo/semantics/masterThesis
Issue Date: 29-May-2022
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Appears in Collections:Bachelor thesis, research projects, etc.

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