Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Chernomor, Olga, Minh, Bui Quang, Forest, Félix, Klaere, Steffen, Ingram, Travis, Henzinger, Monika, von Haeseler, Arndt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BlackWell Publishing Ltd 2015
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
_version_ 1782366037526708224
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
work_keys_str_mv AT chernomorolga splitdiversityinconstrainedconservationprioritizationusingintegerlinearprogramming
AT minhbuiquang splitdiversityinconstrainedconservationprioritizationusingintegerlinearprogramming
AT forestfelix splitdiversityinconstrainedconservationprioritizationusingintegerlinearprogramming
AT klaeresteffen splitdiversityinconstrainedconservationprioritizationusingintegerlinearprogramming
AT ingramtravis splitdiversityinconstrainedconservationprioritizationusingintegerlinearprogramming
AT henzingermonika splitdiversityinconstrainedconservationprioritizationusingintegerlinearprogramming
AT vonhaeselerarndt splitdiversityinconstrainedconservationprioritizationusingintegerlinearprogramming