Related Experiment Video
Updated: Jul 16, 2026

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Objectives for multiple-species conservation planning
Emily Nicholson1, Hugh P Possingham
1The Ecology Centre, School of Integrative Biology, University of Queensland, St Lucia, Queensland 4072, Australia. e.nicholson@uq.edu.au
Defining conservation objectives using species extinction risk is crucial for effective biodiversity planning. Carefully selecting objective functions ensures better decision-making to maximize species viability and minimize extinction threats.
Area of Science:
- Conservation Biology
- Decision Theory
- Ecology
Background:
- Conservation planning requires clear objectives, but broad goals like maximizing biodiversity are often too vague for practical application.
- Assessing extinction risk for single species is common, yet combining these risks into a single objective function for multiple species remains a challenge.
Purpose of the Study:
- To translate the general goal of maximizing species viability into explicit, quantifiable objectives for decision-theoretic conservation planning.
- To formulate and compare different objective functions based on the extinction risk of multiple species.
Main Methods:
- Developed several objective functions representing different conservation approaches and threat levels.
- Illustrated differences between objective functions using simple examples, focusing on joint extinction probabilities and expected extinctions.
- Analyzed the impact of correlations in extinction probabilities on decision-making.
Main Results:
- Objective functions based on joint extinction probabilities can be misleading if extinction correlations are unknown.
- Additive objectives, such as minimizing the expected number of extinctions, avoid these anomalies.
- Different objective functions can lead to contrasting rankings of conservation management options.
Conclusions:
- The selection of an objective function is a critical determinant in conservation decision-making.
- Decision-makers must carefully consider and define their conservation goals to ensure effective planning and resource allocation.
- Explicitly formulating objectives based on multi-species extinction risk enhances the utility of decision-theoretic approaches in conservation.
Related Concept Videos
What is Biodiversity?
What is Conservation Biology?
Sustainable Development
Conservation of Small Populations
Conservation of Declining Populations
Multi-species Conserved Sequences
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved DNA...

