About: Selection of indicative species for evaluation of ecological state: Case study on benthic macroinvertebrates focused on Random forest method

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Definition of species with significant relationship to environmental parameters is indispensable part of systems for the evaluation of environmental state. Nevertheless this is not considered as easy task and several methods with various advantages and disadvantages are available. In this paper two main methods were applied for identification of indicative species of river habitats; relatively new method Random Forest and classical Indicator Species Analysis; the results were supplemented also by logistic regression of species response curves which can produce additional information on taxa tolerance and optimum. The basic advantages and disadvantages of methods can be summarized according to our experience from this case study; these conclusions can be utilized during the development of the ARROW system for evaluation of ecological state of surface waters. Definition of species with significant relationship to environmental parameters is indispensable part of systems for the evaluation of environmental state. Nevertheless this is not considered as easy task and several methods with various advantages and disadvantages are available. In this paper two main methods were applied for identification of indicative species of river habitats; relatively new method Random Forest and classical Indicator Species Analysis; the results were supplemented also by logistic regression of species response curves which can produce additional information on taxa tolerance and optimum. The basic advantages and disadvantages of methods can be summarized according to our experience from this case study; these conclusions can be utilized during the development of the ARROW system for evaluation of ecological state of surface waters. (en)
Title	Selection of indicative species for evaluation of ecological state: Case study on benthic macroinvertebrates focused on Random forest method Selection of indicative species for evaluation of ecological state: Case study on benthic macroinvertebrates focused on Random forest method (en)
skos:prefLabel	Selection of indicative species for evaluation of ecological state: Case study on benthic macroinvertebrates focused on Random forest method Selection of indicative species for evaluation of ecological state: Case study on benthic macroinvertebrates focused on Random forest method (en)
skos:notation	RIV/00216224:14310/07:00023788!RIV10-MSM-14310___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM0021622412)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Brabec, Karel Jarkovský, Jiří Komprdová, Klára Zahrádková, Světlana
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Přírodovědecká fakulta
http://linked.open...dnocenehoVysledku	449268
http://linked.open...ai/riv/idVysledku	RIV/00216224:14310/07:00023788
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	indicative species; random forest; indicator species analysis; logistic regression (en)
http://linked.open.../riv/klicoveSlovo	random forest logistic regression indicative species indicator species analysis
http://linked.open...ontrolniKodProRIV	[7CCFC736024C]
http://linked.open...v/mistoKonaniAkce	Mikulov
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	Program and Abstracts, The Seventeenth International Conference on Qualitative Methods for the Environmental Sciences, TIES 2007
http://linked.open...in/vavai/riv/obor	EG
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...UplatneniVysledku	2007
http://linked.open...iv/tvurceVysledku	Jarkovský, Jiří Brabec, Karel Zahrádková, Světlana Kubošová, Klára
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2007-01-01 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Interactions among the chemicals, environment and biological systems and their consequences on the global, regional and local scales (INCHEMBIOL)
number of pages	1 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Masaryk University
https://schema.org/isbn	978-80-210-4333-6
http://localhost/t...ganizacniJednotka	14310

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