Multivariate approaches in species distribution modelling: Application to native fish species in Mediterranean Rivers

Multivariate approaches in species distribution modelling: Application to native fish species in Mediterranean Rivers

This dissertation focused in the comprehensive analysis of the capabilities of some non-tested types of Artificial Neural Networks, specifically: the Probabilistic Neural Networks (PNN) and the Multi-Layer Perceptron (MLP) Ensembles. The analysis of the capabilities of these techniques was performed...

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Bibliographic Details
Main Author: Muñoz Mas, Rafael
Other Authors: Martínez Capel, Francisco
Format: Doctoral Thesis
Language:English
Published: Universitat Politècnica de València 2018
Subjects:
Achondrostoma arcasii
artificial neural network
Barbus haasi
Salmo trutta
data mining
genetic algorithm
Iberian Peninsula
Mediterranean river
mesohabitat
microhabitat
multi-layer perceptron ensemble
prevalence
probabilistic neural network
species distribution model
uncertainty
TECNOLOGIA DEL MEDIO AMBIENTE
Online Access:http://hdl.handle.net/10251/76168

Internet

http://hdl.handle.net/10251/76168

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