Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application

AM Kalteh, P Hjorth, R Berndtsson - Environmental Modelling & Software, 2008 - Elsevier
The use of artificial neural networks (ANNs) in problems related to water resources has
received steadily increasing interest over the last decade or so. The related method of the …

Self-organizing maps applied to ecological sciences

TS Chon - Ecological Informatics, 2011 - Elsevier
Ecological data are considered to be difficult to analyze because numerous biological and
environmental factors are involved in a complex manner in environment–organism …

Non-linear variable selection for artificial neural networks using partial mutual information

RJ May, HR Maier, GC Dandy… - Environmental Modelling & …, 2008 - Elsevier
Artificial neural networks (ANNs) have been widely used to model environmental processes.
The ability of ANN models to accurately represent the complex, non-linear behaviour of …

[HTML][HTML] Comprehensive evaluation of ecological vulnerability based on the AHP-CV method and SOM model: A case study of Badong County, China

X Wu, S Tang - Ecological Indicators, 2022 - Elsevier
As a result of rapid economic development, ecological environmental problems have
become increasingly serious. Ecological vulnerability (EV) assessment can scientifically …

Integrated modelling of risk and uncertainty underlying the cost and effectiveness of water quality measures

R Brouwer, C De Blois - Environmental Modelling & Software, 2008 - Elsevier
In this paper we present an overview of the most important sources of uncertainty when
analysing the least cost way to improve water quality. The estimation of the cost …

[HTML][HTML] A large river (River Loire, France) survey to compare phytoplankton functional approaches: do they display river zones in similar ways?

A Abonyi, M Leitão, I Stanković, G Borics, G Várbíró… - Ecological …, 2014 - Elsevier
Functional groups of phytoplankton make possible various classifications among taxa and
this approach has been receiving a growing scientific interest. We compared three …

Hybrid genetic algorithm-self organizing map network for decision support system: An application in combined mode conduction-radiation heat transfer in porous …

MDMA Ansari, KB Sahu, S Chaudhuri… - … Heat Transfer, Part B …, 2023 - Taylor & Francis
Abstract Hybrid Genetic Algorithm (GA)-Self organizing map (SOM) network is explored for
the first time in determination of regime of operation of heat transfer in porous medium …

Decision support system for porous ceramic matrix-based burner by hybrid genetic algorithm-supervised kohonen Map: A comparative assessment of performance of …

S Acharya, VK Mishra, S Chaudhuri, JK Patel… - Arabian Journal for …, 2024 - Springer
Abstract Hybrid Genetic Algorithm (GA)-supervised Kohonen (SK) map is explored for the
decision support system in the operation of porous ceramic matrix (PCM)-based burners …

[图书][B] Computational ecology: artificial neural networks and their applications

W Zhang - 2010 - books.google.com
Due to the complexity and non-linearity of most ecological problems, artificial neural
networks (ANNs) have attracted attention from ecologists and environmental scientists in …

Water toxicity assessment and spatial pollution patterns identification in a Mediterranean River Basin District. Tools for water management and risk analysis

R Carafa, L Faggiano, M Real, A Munné… - Science of the Total …, 2011 - Elsevier
In compliance with the requirements of the EU Water Framework Directive, monitoring of the
ecological and chemical status of Catalan river basins (NE Spain) is carried out by the …