<i>Unraveling Amazon tree community assembly using Maximum Information Entropy</i> : a quantitative analysis of tropical forest ecology

dc.contributor.authorEdwin Pos
dc.contributor.authorLuiz de Souza Coêlho
dc.contributor.authorDiógenes de Andrade Lima Filho
dc.contributor.authorRafael P. Salomão
dc.contributor.authorIêda Leão do Amaral
dc.contributor.authorFrancisca Dionízia de Almeida Matos
dc.contributor.authorCarolina V. Castilho
dc.contributor.authorOliver L. Phillips
dc.contributor.authorJuan Ernesto Guevara
dc.contributor.authorMarcelo de Jesus Veiga Carim
dc.coverage.spatialBolivia
dc.date.accessioned2026-03-22T20:46:29Z
dc.date.available2026-03-22T20:46:29Z
dc.date.issued2021
dc.description.abstractAbstract In a time of rapid global change, the question of what determines patterns in species abundance distribution remains a priority for understanding the complex dynamics of ecosystems. The constrained maximization of information entropy provides a framework for the understanding of such complex systems dynamics by a quantitative analysis of important constraints via predictions using least biased probability distributions. We apply it to over two thousand hectares of Amazonian tree inventories across seven forest types and thirteen functional traits, representing major global axes of plant strategies. Results show that constraints formed by regional relative abundances of genera explain eight times more of local relative abundances than constraints based on directional selection for specific functional traits, although the latter does show clear signals of environmental dependency. These results provide a quantitative insight by inference from large-scale data using cross-disciplinary methods, furthering our understanding of ecological dynamics.
dc.identifier.doi10.1101/2021.03.31.437717
dc.identifier.urihttps://doi.org/10.1101/2021.03.31.437717
dc.identifier.urihttps://andeanlibrary.org/handle/123456789/83992
dc.language.isoen
dc.sourceNaturalis Biodiversity Center
dc.subjectPrinciple of maximum entropy
dc.subjectEcology
dc.subjectRelative species abundance
dc.subjectAmazonian
dc.subjectRelative abundance distribution
dc.subjectEntropy maximization
dc.subjectAbundance (ecology)
dc.subjectInference
dc.subjectGeography
dc.subjectAmazon rainforest
dc.title<i>Unraveling Amazon tree community assembly using Maximum Information Entropy</i> : a quantitative analysis of tropical forest ecology
dc.typepreprint

Files