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在受限保护优先级划分中使用整数线性规划的分割多样性

Split diversity in constrained conservation prioritization using integer linear programming.

作者信息

Chernomor Olga, Minh Bui Quang, Forest Félix, Klaere Steffen, Ingram Travis, Henzinger Monika, von Haeseler Arndt

机构信息

Center for Integrative Bioinformatics Vienna, Max F. Perutz Laboratories, University of Vienna, Medical University Vienna Vienna, Austria ; Bioinformatics and Computational Biology, Faculty of Computer Science, University of Vienna Vienna, Austria.

Center for Integrative Bioinformatics Vienna, Max F. Perutz Laboratories, University of Vienna, Medical University Vienna Vienna, Austria.

出版信息

Methods Ecol Evol. 2015 Jan;6(1):83-91. doi: 10.1111/2041-210X.12299. Epub 2014 Dec 6.

Abstract

Phylogenetic diversity (PD) is a measure of biodiversity based on the evolutionary history of species. Here, we discuss several optimization problems related to the use of PD, and the more general measure split diversity (SD), in conservation prioritization.Depending on the conservation goal and the information available about species, one can construct optimization routines that incorporate various conservation constraints. We demonstrate how this information can be used to select sets of species for conservation action. Specifically, we discuss the use of species' geographic distributions, the choice of candidates under economic pressure, and the use of predator-prey interactions between the species in a community to define viability constraints.Despite such optimization problems falling into the area of NP hard problems, it is possible to solve them in a reasonable amount of time using integer programming. We apply integer linear programming to a variety of models for conservation prioritization that incorporate the SD measure.We exemplarily show the results for two data sets: the Cape region of South Africa and a Caribbean coral reef community. Finally, we provide user-friendly software at http://www.cibiv.at/software/pda.

摘要

系统发育多样性(PD)是一种基于物种进化历史的生物多样性度量。在此,我们讨论与在保护优先级确定中使用PD以及更通用的度量——分裂多样性(SD)相关的几个优化问题。根据保护目标和关于物种的可用信息,可以构建纳入各种保护约束的优化程序。我们展示了如何利用这些信息来选择用于保护行动的物种集合。具体而言,我们讨论了物种地理分布的使用、在经济压力下候选物种的选择,以及利用群落中物种间的捕食者 - 猎物相互作用来定义生存能力约束。尽管此类优化问题属于NP难问题领域,但使用整数规划可以在合理的时间内解决它们。我们将整数线性规划应用于各种纳入SD度量的保护优先级确定模型。我们示例性地展示了两个数据集的结果:南非的开普地区和一个加勒比珊瑚礁群落。最后,我们在http://www.cibiv.at/software/pda提供用户友好型软件。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6ff/4392707/2c9735881c1a/mee30006-0083-f1.jpg

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