Ecological predictions play a crucial role in conservation planning by providing insights into how ecosystems may respond to various threats, such as climate change or habitat loss. These predictions help conservationists identify critical habitats, prioritize species for protection, and develop effective management strategies. By understanding potential future scenarios, planners can implement proactive measures to preserve biodiversity and maintain ecosystem function. Moreover, these predictions facilitate stakeholder engagement by highlighting the urgency of conservation efforts, ensuring resources are allocated efficiently and effectively to mitigate environmental challenges.