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On species distribution modelling, spatial scales and environmental flow assessment with Multi Layer Perceptron Ensembles: A case study on the redfin barbel (Barbus haasi; Mertens, 1925)

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On species distribution modelling, spatial scales and environmental flow assessment with Multi Layer Perceptron Ensembles: A case study on the redfin barbel (Barbus haasi; Mertens, 1925)

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Muñoz Mas, R.; Martinez-Capel, F.; Alcaraz-Hernández, JD.; Mouton, A. (2017). On species distribution modelling, spatial scales and environmental flow assessment with Multi Layer Perceptron Ensembles: A case study on the redfin barbel (Barbus haasi; Mertens, 1925). Limnologica. 62. https://doi.org/10.1016/j.limno.2016.09.004

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Title: On species distribution modelling, spatial scales and environmental flow assessment with Multi Layer Perceptron Ensembles: A case study on the redfin barbel (Barbus haasi; Mertens, 1925)
Author: Muñoz Mas, Rafael Martinez-Capel, Francisco Alcaraz-Hernández, Juan Diego Mouton, Ans
UPV Unit: Universitat Politècnica de València. Instituto de Investigación para la Gestión Integral de Zonas Costeras - Institut d'Investigació per a la Gestió Integral de Zones Costaneres
Universitat Politècnica de València. Escuela Politécnica Superior de Gandia - Escola Politècnica Superior de Gandia
Issued date:
Embargo end date: 2019-01-31
Abstract:
Inconsistent performance of Species Distribution Models (SDMs), which may depend on several factors such as the initial conditions or the applied modelling technique, is one of the greatest challenges in ecological modelling. ...[+]
Subjects: Artificial neural network , Genetic algorithm , Iberian Peninsula , Mediterranean river , Meso scale , Micro scale
Copyrigths: Reserva de todos los derechos
Source:
Limnologica. (issn: 0075-9511 )
DOI: 10.1016/j.limno.2016.09.004
Publisher:
Elsevier
Publisher version: http://dx.doi.org/10.1016/j.limno.2016.09.004
Project ID:
info:eu-repo/grantAgreement/MICINN//CSD2009-00065/ES/Evaluación y predicción de los efectos del cambio global en la cantidad y la calidad del agua en ríos ibéricos/
Thanks:
This study was funded by the Spanish Ministry of Economy and Competitiveness with the projects SCARCE (Consolider-Ingenio 2010 CSD2009-00065). We thank to Confederacion Hidrografica del Jucar (Spanish Ministry of Agriculture, ...[+]
Type: Artículo

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