About: Effects of the training dataset characteristics on the performance of nine species distribution models: application to Diabrotica virgifera virgifera

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About: Effects of the training dataset characteristics on the performance of nine species distribution models: application to Diabrotica virgifera virgifera Goto Sponge NotDistinct Permalink

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	Model performance was highly sensitive to the geographical area used for calibration; most of the models performed poorly when fitted to a restricted area corresponding to an early stage of the invasion. Our results also showed that Principal Component Analysis was useful in reducing the number of model input variables for the models that performed poorly with 19 input variables. DOMAIN, Environmental Distance, MAXENT, and Envelope Score were the most accurate models but all the models tested in this study led to a substantial rate of mis-classification. Model performance was highly sensitive to the geographical area used for calibration; most of the models performed poorly when fitted to a restricted area corresponding to an early stage of the invasion. Our results also showed that Principal Component Analysis was useful in reducing the number of model input variables for the models that performed poorly with 19 input variables. DOMAIN, Environmental Distance, MAXENT, and Envelope Score were the most accurate models but all the models tested in this study led to a substantial rate of mis-classification. (en)
Title	Effects of the training dataset characteristics on the performance of nine species distribution models: application to Diabrotica virgifera virgifera Effects of the training dataset characteristics on the performance of nine species distribution models: application to Diabrotica virgifera virgifera (en)
skos:prefLabel	Effects of the training dataset characteristics on the performance of nine species distribution models: application to Diabrotica virgifera virgifera Effects of the training dataset characteristics on the performance of nine species distribution models: application to Diabrotica virgifera virgifera (en)
skos:notation	RIV/67985939:_____/11:00365160!RIV12-AV0-67985939
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA206/09/0563), P(LC06073), Z(AV0Z60050516), Z(MSM0021620828)
http://linked.open...iv/cisloPeriodika	6:e230957
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Pergl, Jan Jarošík, Vojtěch
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Botanický ústav AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	196688
http://linked.open...ai/riv/idVysledku	RIV/67985939:_____/11:00365160
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	geographical distribution; biological invasions; envelope models (en)
http://linked.open.../riv/klicoveSlovo	biological invasions envelope models geographical distribution
http://linked.open...odStatuVydavatele	US - Spojené státy americké
http://linked.open...ontrolniKodProRIV	[5507330F4B5B]
http://linked.open...i/riv/nazevZdroje	PLoS ONE
http://linked.open...in/vavai/riv/obor	EF
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	8 (xsd:int)
http://linked.open...vavai/riv/projekt	Thermal requirements for the development of ectotherms: searching for general patterns among plants and insects Biodiversity Research Center
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	6
http://linked.open...iv/tvurceVysledku	Jarošík, Vojtěch Pergl, Jan Baker, R. Brunel, S. Dupin, A. Eyre, D. Makowski, D. Reynaud, P.
http://linked.open...ain/vavai/riv/wos	000291983800015
http://linked.open...n/vavai/riv/zamer	Struktura, funkce a evoluce biodiversity fotoautotrofních organismů a hub: původ a příčiny jejich proměnlivosti, dynamika populací, společenstev a ekosystémů; využití vybraných výsledků k rozvoji Průhonického parku Ekologické procesy v evoluci modelových skupin organismů
issn	1932-6203
number of pages	11 (xsd:int)
http://bibframe.org/vocab/doi	10.1371/journal.pone.0020957

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