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Updated: Nov 16, 2025

Monitoring Spatial Segregation in Surface Colonizing Microbial Populations
Published on: October 29, 2016
Dynamic spatio-temporal patterns of metapopulation occupancy in patchy habitats.
L E Bertassello1, E Bertuzzo2, G Botter3
1Lyles School of Civil Engineering, Purdue University, West Lafayette, IN 47907-2051, USA.
This study introduces a dynamic stochastic patch occupancy model (D-SPOM) to understand how climate change affects wetland habitats and species persistence. The model reveals that hydroclimatic changes significantly impact metapopulation dynamics and increase extinction risks in patchy landscapes.
Area of Science:
- Ecology
- Environmental Science
- Hydrology
Background:
- Wetland connectivity and habitat suitability are crucial for biodiversity and species survival in patchy aquatic landscapes.
- Stochastic hydroclimatic forcing significantly influences wetland hydrology, but linking these effects to metapopulation dynamics remains challenging.
Purpose of the Study:
- To develop and apply a dynamic stochastic patch occupancy model (D-SPOM) for simulating species occupancy in wetlandscapes.
- To integrate hydrological and ecological models within a climatic framework to study metapopulation shifts in response to climate change.
- To enhance understanding of how climate-driven changes in wetlandscapes affect biodiversity.
Main Methods:
- Developed a dynamic stochastic patch occupancy model (D-SPOM) integrating hydrological and ecological processes.
- Applied the D-SPOM framework to two contrasting US wetlandscapes.
- Simulated spatio-temporal patterns of species occupancy and habitat suitability.
Main Results:
- Explicitly considering the temporal dimension in D-SPOM is crucial for interpreting habitat suitability and metapopulation occupancy patterns.
- Spatio-temporal dynamics of patch suitability and accessibility, driven by hydroclimatic stochasticity, affect metapopulation occupancy and dispersal networks.
- Extended dry periods increase extinction risk by reducing suitable habitat, limiting colonization, and exacerbating metapopulation vulnerability.
Conclusions:
- The D-SPOM provides a robust framework for assessing metapopulation dynamics in dynamic wetlandscapes under changing climatic conditions.
- The model highlights the critical role of hydroclimatic variability in shaping species persistence and landscape connectivity.
- The D-SPOM framework is adaptable for studying metapopulation dynamics in various patchy habitats facing stochastic disturbances.
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