Title: From Coordinates to Conservation: Leveraging Ecological Niche Models for Ecological Integrity
Abstract:
Biodiversity loss driven by climate and land-use change is a pressing global concern. Addressing this challenge requires rapid, large-scale approaches to monitor species and habitats across both time and space. In recent decades, remote sensing has revolutionized our ability to monitor biodiversity from space, providing multi-decadal spatial datasets that capture habitat changes over time.
Spatial ecology, an emerging field, seeks to understand how spatial patterns relate to ecological processes. Fundamental questions in this field include: Why do species occur in certain areas and not others? And how are human activities and climate change reshaping species’ geographic distributions and biodiversity? Ecological Niche Models (ENMs) have become essential tools for exploring these questions. While producing species distribution maps has become increasingly accessible with advances in machine learning and AI, ENMs offer much more than mapping capabilities. They provide a framework for testing ecological theories across scales and generating hypotheses about the mechanisms driving species patterns.
In this talk, I will explore how ENMs can be leveraged both to advance ecological theory and to address real-world conservation challenges. I will show how these models can inform the design of wildlife corridors and management strategies for game species. I will also highlight how incorporating hierarchical habitat selection theory into ENMs can improve our understanding of rare and data-deficient species, supporting more effective conservation decisions. Finally, I will share examples of how historical species records can be used to assess the impacts of land use and climate change on biodiversity over time.