Multi-objective optimization applied to Systematic conservation Planning and spatial conservation priorities under climate change

Shana Schlottfeldt, Jon Timmis, Maria Emilia M.T. Walter, Andre C.P.L.F. Carvalho, Jose Alexandre F. Diniz-Filho, Lorena M. Simon

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

2 Dyfyniadau (Scopus)

Crynodeb

Biodiversity problems require strategies to accomplish specific conservation goals. An underlying principle of these strategies is known as Systematic Conservation Planning (SCP). SCP is an inherently multi-objective (MO) problem but, in the literature, it has been usually dealt with a monobjective approach. In addition, SCP analysis tend to assume that conserved biodiversity does not change throughout time. In this paper we propose a MO approach to the SCP problem which increases flexibility through the inclusion of more objectives, which whilst increasing the complexity, significantly augments the amount of information used to provide users with an improved decision support system. We employed ensemble forecasting approach, enriching our analysis by taking into account future climate simulations to estimate species occurrence projected to 2080. Our approach is able to identify sites of high priority for conservation, regions with high risk of investment and sites that may become attractive options in the future. As far as we know, this is the first attempt to apply MO algorithms to a SCP problem associated to climate forecasting, in a dynamic spatial prioritization analysis for biodiversity conservation.

Iaith wreiddiolSaesneg
TeitlGECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference
CyhoeddwrAssociation for Computing Machinery
Tudalennau177-178
Nifer y tudalennau2
ISBN (Argraffiad)9781450328814
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2014
Digwyddiad16th Genetic and Evolutionary Computation Conference Companion, GECCO 2014 Companion - Vancouver, BC, Canada
Hyd: 12 Gorff 201416 Gorff 2014

Cyfres gyhoeddiadau

EnwGECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference

Cynhadledd

Cynhadledd16th Genetic and Evolutionary Computation Conference Companion, GECCO 2014 Companion
Gwlad/TiriogaethCanada
DinasVancouver, BC
Cyfnod12 Gorff 201416 Gorff 2014

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