Object's details: An attempt at modelling the periphyton dynamics with artificial neural networks exemplified by the oxbow lake reopening study (The Słupia River, Northern Poland)

Provider:Akademicka Platforma Czasopism

Description

Title:
An attempt at modelling the periphyton dynamics with artificial neural networks exemplified by the oxbow lake reopening study (The Słupia River, Northern Poland)
Creator:
Obolewski, Krystian;
Strzelczak, Agnieszka
Description:
An experiment was performed in the Osokowy Staw oxbow lake (the Słupia River, northern Poland). The old riverbed was reconnected with the riverine system and periphyton communities on nylon artificial substrate were surveyed before and after engineering works. Then, ANN (Artificial Neural Network) architectures were designed and trained in order to create models of interactions between 18 macrozooperiphyton, microzooperiphyton and phytoperiphyton taxa in the changing ecosystem. Calculations were performed using StatSoft Software Statistica 6.1 with the implemented neural network module.Neural network models allowed a quantitative insight into periphyton dynamics and indicated trophic relationships, both predatoryprey and competitive. Thus, we see ANN as a good technique for modelling multidimensional, nonlinear relations between epiphytic organisms and as a promising method for creating overall models.
Object availability:
free access
Date:
2008.07.21
Type:
info:eu-repo/semantics/article;
info:eu-repo/semantics/publishedVersion
Language:
English
Source:
Ecological Questions; Vol. 10 (2008); 31-40;
Ecological Questions; Tom 10 (2008); 31-40;
1644-7298
Format:
application/pdf
Publisher:
Uniwersytet Mikołaja Kopernika w Toruniu
Relation: https://apcz.umk.pl/EQ/article/view/v10090-009-0004-1/4052
Subject:
Artificial Neural Networks (ANN);
periphyton dynamics and density;
oxbow lake reopening;
ecoengineering;
artificial substrate;
Pomerania
Identifier: https://apcz.umk.pl/EQ/article/view/v10090-009-0004-1
Data provider:
Akademicka Platforma Czasopism

Similar objects

An attempt at modelling the periphyton dynamics with artificial neural networks exemplified by the oxbow lake reopening study (The Słupia River, Northern Poland)

Creator:Obolewski, Krystian | Strzelczak, Agnieszka

Date:2008.07.21

Type:text

Modeling and optimization of cutting parameters when turning EN-AW-1350 aluminum alloy

Creator:Khrouf, F. | Tebassi, Hamid | Yallese, M.A. | Chaoui, Kamel | Haddad, A.

Date:2022

Type:image

Music Mood Visualization Using Self-Organizing Maps

Creator:Plewa, Magdalena | Kostek, Bożena

Date:2015

Type:image

The impact of the crusad E ideas in Western Pomerania (from the twelfth to the first quarter of the thirteenth century )

Creator:Wasilkiewicz, Kamil

Date:2023.12.13

Type:text

Rainfall-river discharge modelling for flood forecasting using Artificial Neural Network (ANN)

Creator:Obasi, Arinze A. | Ogbu, Kingsley N. | Orakwe, Louis C. | Ahaneku, Isiguzo E.

Date:2020.03.30

Type:image

Drugie posłowie historyka do "Resztek Słowian na południowym wybrzeżu Morza Bałtyckiego" Aleksandra Hilferdinga

Creator:Szultka, Zygmunt

Date:2015.12.31

Type:text

CONTRIBUTION TO THE STUDY OF MACROMYCETES IN ”ŚWIDWIE” NATURE RESERVE (NW POLAND)

Creator:STASIŃSKA, MAŁGORZATA | SOTEK, ZOFIA

Date:2020.09.17

Type:text

Theoretical investigations for the verification of shear centre and deflection of sigma section by back propagation neural network using Python

Creator:Janani, S. | Thenmozhi, R. | Jayagopal, L.S.

Date:2019.06.30

Type:image

Federacja Bibliotek Cyfrowych

Object's details: An attempt at modelling the periphyton dynamics with artificial neural networks exemplified by the oxbow lake reopening study (The Słupia River, Northern Poland)

Description

Similar objects