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Three-dimensional species distribution modelling reveals the realized spatial niche for coral recruitment on contemporary Caribbean reefs
Authors:Ángela Martínez-Quintana  Howard R. Lasker  Adam M. Wilson
Affiliation:1. Department of Environment and Sustainability, University at Buffalo, Buffalo, New York, USA;2. Department of Environment and Sustainability, University at Buffalo, Buffalo, New York, USA

Department of Geology, University at Buffalo, Buffalo, New York, USA;3. Department of Geography, University at Buffalo, Buffalo, New York, USA

Abstract:The three-dimensional structure of habitats is a critical component of species' niches driving coexistence in species-rich ecosystems. However, its influence on structuring and partitioning recruitment niches has not been widely addressed. We developed a new method to combine species distribution modelling and structure from motion, and characterized three-dimensional recruitment niches of two ecosystem engineers on Caribbean coral reefs, scleractinian corals and gorgonians. Fine-scale roughness was the most important predictor of suitable habitat for both taxa, and their niches largely overlapped, primarily due to scleractinians' broader niche breadth. Crevices and holes at mm scales on calcareous rock with low coral cover were more suitable for octocorals than for scleractinian recruits, suggesting that the decline in scleractinian corals is facilitating the recruitment of octocorals on contemporary Caribbean reefs. However, the relative abundances of the taxa were independent of the amount of suitable habitat on the reef, emphasizing that niche processes alone do not predict recruitment rates.
Keywords:3D niche  niche partitioning  octocoral  polygon mesh  scleractinian  seascape ecology  spatially explicit distribution patterns  structural complexity  structure from motion  three-dimensional habitat structure
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