Linking functional traits and demography to model species-rich communities

Advances in process-based community ecology models are hindered by the challenge of linking functional traits to demography in species-rich systems, where a high number of parameters need to be estimated from limited data. Here the authors propose a new Bayesian framework to calibrate community mode...

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Main Authors: Loïc Chalmandrier, Florian Hartig, Daniel C. Laughlin, Heike Lischke, Maximilian Pichler, Daniel B. Stouffer, Loïc Pellissier
Format: Article
Language:English
Published: Nature Portfolio 2021-05-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-021-22630-1
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author Loïc Chalmandrier
Florian Hartig
Daniel C. Laughlin
Heike Lischke
Maximilian Pichler
Daniel B. Stouffer
Loïc Pellissier
author_facet Loïc Chalmandrier
Florian Hartig
Daniel C. Laughlin
Heike Lischke
Maximilian Pichler
Daniel B. Stouffer
Loïc Pellissier
author_sort Loïc Chalmandrier
collection DOAJ
description Advances in process-based community ecology models are hindered by the challenge of linking functional traits to demography in species-rich systems, where a high number of parameters need to be estimated from limited data. Here the authors propose a new Bayesian framework to calibrate community models via functional traits, and validate it in a species-rich plant community.
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spelling doaj.art-84f30cf1aa9049cf95c5d26582782d152022-12-21T19:33:15ZengNature PortfolioNature Communications2041-17232021-05-011211910.1038/s41467-021-22630-1Linking functional traits and demography to model species-rich communitiesLoïc Chalmandrier0Florian Hartig1Daniel C. Laughlin2Heike Lischke3Maximilian Pichler4Daniel B. Stouffer5Loïc Pellissier6Landscape Ecology, Institute of Terrestrial Ecosystems, ETH ZurichTheoretical Ecology, Faculty of Biology and Pre-Clinical Medicine, University of RegensburgDepartment of Botany, University of WyomingDynamic Macroecology, Land Change Science, Swiss Federal Research Institute WSLTheoretical Ecology, Faculty of Biology and Pre-Clinical Medicine, University of RegensburgCentre for Integrative Ecology, University of Canterbury, School of Biological SciencesLandscape Ecology, Institute of Terrestrial Ecosystems, ETH ZurichAdvances in process-based community ecology models are hindered by the challenge of linking functional traits to demography in species-rich systems, where a high number of parameters need to be estimated from limited data. Here the authors propose a new Bayesian framework to calibrate community models via functional traits, and validate it in a species-rich plant community.https://doi.org/10.1038/s41467-021-22630-1
spellingShingle Loïc Chalmandrier
Florian Hartig
Daniel C. Laughlin
Heike Lischke
Maximilian Pichler
Daniel B. Stouffer
Loïc Pellissier
Linking functional traits and demography to model species-rich communities
Nature Communications
title Linking functional traits and demography to model species-rich communities
title_full Linking functional traits and demography to model species-rich communities
title_fullStr Linking functional traits and demography to model species-rich communities
title_full_unstemmed Linking functional traits and demography to model species-rich communities
title_short Linking functional traits and demography to model species-rich communities
title_sort linking functional traits and demography to model species rich communities
url https://doi.org/10.1038/s41467-021-22630-1
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