Want to model a species niche? A step-by-step guideline on correlative ecological niche modelling

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68081766%3A_____%2F21%3A00544524" target="_blank" >RIV/68081766:_____/21:00544524 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.sciencedirect.com/science/article/pii/S0304380021002301?via%3Dihub" target="_blank" >https://www.sciencedirect.com/science/article/pii/S0304380021002301?via%3Dihub</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.ecolmodel.2021.109671" target="_blank" >10.1016/j.ecolmodel.2021.109671</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Want to model a species niche? A step-by-step guideline on correlative ecological niche modelling

Popis výsledku v původním jazyce

The use of correlative ecological niche models has highly increased in the last decade. Despite all literature and textbooks in this field, few practical guidelines exist on the correct application of these techniques. We present here a step-by-step guideline explaining best practices for calculating correlative ecological niche models considering their conceptual and statistical assumptions and limitations. We divided the modelling process into four stages: 1) data collection and preparation, 2) model calculation, 3) model evaluation and validation, 4) and model application. Based on ecological niche theory, we review the concepts of ecological niche and how they can be modelled, classes of correlative models, modelling software, selection of study area, data sources for species records and environmental variables, types of species records and their influence on correlative models, errors in species records, minimum number of species records and environmental variables, effects of prevalence, sampling design, biases, and collinearity between variables, model calculation, model projection to different scenarios in time and space, ensemble modelling, model validation, classification, discrimination and calibration metrics, calculation of null models, analysis of model results, and model thresholding. This guideline is expected to help potential users to obtain better results when using correlative ecological niche models.

Název v anglickém jazyce

Want to model a species niche? A step-by-step guideline on correlative ecological niche modelling

Popis výsledku anglicky

The use of correlative ecological niche models has highly increased in the last decade. Despite all literature and textbooks in this field, few practical guidelines exist on the correct application of these techniques. We present here a step-by-step guideline explaining best practices for calculating correlative ecological niche models considering their conceptual and statistical assumptions and limitations. We divided the modelling process into four stages: 1) data collection and preparation, 2) model calculation, 3) model evaluation and validation, 4) and model application. Based on ecological niche theory, we review the concepts of ecological niche and how they can be modelled, classes of correlative models, modelling software, selection of study area, data sources for species records and environmental variables, types of species records and their influence on correlative models, errors in species records, minimum number of species records and environmental variables, effects of prevalence, sampling design, biases, and collinearity between variables, model calculation, model projection to different scenarios in time and space, ensemble modelling, model validation, classification, discrimination and calibration metrics, calculation of null models, analysis of model results, and model thresholding. This guideline is expected to help potential users to obtain better results when using correlative ecological niche models.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10618 - Ecology

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2021

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Ecological Modelling

ISSN

0304-3800

e-ISSN

1872-7026

Svazek periodika

456

Číslo periodika v rámci svazku

Sep

Stát vydavatele periodika

NL - Nizozemsko

Počet stran výsledku

19

Strana od-do

109671

Kód UT WoS článku

000685088600002

EID výsledku v databázi Scopus

2-s2.0-85110459915