From species distributions to meta-communities
Wilfried Thuiller1,2, Laura J Pollock1,2, Maya Gueguen1,2
1Université Grenoble Alpes, Laboratoire d'Écologie Alpine (LECA), Grenoble, F-38000, France.
Species distribution models (SDMs) can effectively track community assembly processes across spatial scales. Biotic interactions and dispersal limitations become less apparent as spatial resolution decreases.
Area of Science:
- Ecology
- Biodiversity Science
- Spatial Ecology
Background:
- Understanding how biotic interactions and dispersal affect species ranges and diversity across scales is crucial.
- Bridging species distribution modelling (SDM) and community ecology is necessary to address this gap.
- SDMs traditionally exclude biotic interactions and dispersal, while community ecology focuses on community structure and diversity patterns.
Discussion:
- This study investigates whether fine-resolution SDMs accurately estimate community structure and diversity at broader scales.
- Empirical and simulated datasets were used to test SDM performance across resolutions from 250 m to 5 km.
- The research examines the influence of spatial resolution on detecting biotic interactions and dispersal limitations.
Key Insights:
- The influence of biotic interactions and dispersal limitation diminishes rapidly as spatial resolution decreases.
- SDMs can provide valuable estimates of community structure and diversity patterns across various spatial scales.
- Fine-resolution SDMs are effective tools for monitoring the impact of community assembly processes.
Outlook:
- Further research can refine SDM approaches to better incorporate biotic interactions and dispersal.
- This work supports the use of SDMs in regional biodiversity assessments and conservation planning.
- Future studies could explore the thresholds at which biotic and dispersal signals become undetectable in SDMs.
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