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Split diversity in constrained conservation prioritization using integer linear programming
1. 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. 2. Depending on the conservation goal...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BlackWell Publishing Ltd
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4392707/ https://www.ncbi.nlm.nih.gov/pubmed/25893087 http://dx.doi.org/10.1111/2041-210X.12299 |
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author | Chernomor, Olga Minh, Bui Quang Forest, Félix Klaere, Steffen Ingram, Travis Henzinger, Monika von Haeseler, Arndt |
author_facet | Chernomor, Olga Minh, Bui Quang Forest, Félix Klaere, Steffen Ingram, Travis Henzinger, Monika von Haeseler, Arndt |
author_sort | Chernomor, Olga |
collection | PubMed |
description | 1. 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. 2. 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. 3. 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. 4. 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. |
format | Online Article Text |
id | pubmed-4392707 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BlackWell Publishing Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-43927072015-04-17 Split diversity in constrained conservation prioritization using integer linear programming Chernomor, Olga Minh, Bui Quang Forest, Félix Klaere, Steffen Ingram, Travis Henzinger, Monika von Haeseler, Arndt Methods Ecol Evol Conservation 1. 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. 2. 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. 3. 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. 4. 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. BlackWell Publishing Ltd 2015-01 2014-12-06 /pmc/articles/PMC4392707/ /pubmed/25893087 http://dx.doi.org/10.1111/2041-210X.12299 Text en © 2014 The Authors. Methods in Ecology and Evolution published by John Wiley & Sons Ltd on behalf of British Ecological Society. http://creativecommons.org/licenses/by/4.0/ This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Conservation Chernomor, Olga Minh, Bui Quang Forest, Félix Klaere, Steffen Ingram, Travis Henzinger, Monika von Haeseler, Arndt Split diversity in constrained conservation prioritization using integer linear programming |
title | Split diversity in constrained conservation prioritization using integer linear programming |
title_full | Split diversity in constrained conservation prioritization using integer linear programming |
title_fullStr | Split diversity in constrained conservation prioritization using integer linear programming |
title_full_unstemmed | Split diversity in constrained conservation prioritization using integer linear programming |
title_short | Split diversity in constrained conservation prioritization using integer linear programming |
title_sort | split diversity in constrained conservation prioritization using integer linear programming |
topic | Conservation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4392707/ https://www.ncbi.nlm.nih.gov/pubmed/25893087 http://dx.doi.org/10.1111/2041-210X.12299 |
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