Using food-web theory to conserve ecosystems

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作者
E. McDonald-Madden
R. Sabbadin
E. T. Game
P. W. J. Baxter
I. Chadès
H. P. Possingham
机构
[1] School of Geography,
[2] Planning and Environmental Management,undefined
[3] University of Queensland,undefined
[4] Unité de Mathématiques et Informatique Appliquées,undefined
[5] Toulouse,undefined
[6] The Nature Conservancy,undefined
[7] Conservation Science,undefined
[8] Centre for Applications in Natural Resource Mathematics,undefined
[9] School of Mathematics and Physics,undefined
[10] The University of Queensland,undefined
[11] CSIRO,undefined
[12] Ecosciences Precinct,undefined
[13] School of Biological Sciences,undefined
[14] University of Queensland,undefined
[15] School of Mathematics and Physics,undefined
[16] The University of Queensland,undefined
[17] Present address: Earth,undefined
[18] Environmental and Biological Sciences School,undefined
[19] Queensland University of Technology (QUT),undefined
[20] Brisbane,undefined
[21] Queensland 4000,undefined
[22] Australia.,undefined
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摘要
Food-web theory can be a powerful guide to the management of complex ecosystems. However, we show that indices of species importance common in food-web and network theory can be a poor guide to ecosystem management, resulting in significantly more extinctions than necessary. We use Bayesian Networks and Constrained Combinatorial Optimization to find optimal management strategies for a wide range of real and hypothetical food webs. This Artificial Intelligence approach provides the ability to test the performance of any index for prioritizing species management in a network. While no single network theory index provides an appropriate guide to management for all food webs, a modified version of the Google PageRank algorithm reliably minimizes the chance and severity of negative outcomes. Our analysis shows that by prioritizing ecosystem management based on the network-wide impact of species protection rather than species loss, we can substantially improve conservation outcomes.
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