title: Asymmetric connectivity of spawning aggregations of a commercially important marine fish using a multidisciplinary approach.
abstract: Understanding patterns of larval dispersal is key in determining whether no-take marine reserves are self-sustaining, what will be protected inside reserves and where the benefits of reserves will be observed. We followed a multidisciplinary approach that merged detailed descriptions of fishing zones and spawning time at 17 sites distributed in the Midriff Island region of the Gulf of California with a biophysical oceanographic model that simulated larval transport at Pelagic Larval Duration (PLD) 14, 21 and 28 days for the most common and targeted predatory reef fish, (leopard grouper Mycteroperca rosacea). We tested the hypothesis that source-sink larval metapopulation dynamics describing the direction and frequency of larval dispersal according to an oceanographic model can help to explain empirical genetic data. We described modeled metapopulation dynamics using graph theory and employed empirical sequence data from a subset of 11 sites at two mitochondrial genes to verify the model predictions based on patterns of genetic diversity within sites and genetic structure between sites. We employed a population graph describing a network of genetic relationships among sites and contrasted it against modeled networks. While our results failed to explain genetic diversity within sites, they confirmed that ocean models summarized via graph and adjacency distances over modeled networks can explain seemingly chaotic patterns of genetic structure between sites. Empirical and modeled networks showed significant similarities in the clustering coefficients of each site and adjacency matrices between sites. Most of the connectivity patterns observed towards downstream sites (Sonora coast) were strictly asymmetric, while those between upstream sites (Baja and the Midriffs) were symmetric. The best-supported gene flow model and analyses of modularity of the modeled networks confirmed a pulse of larvae from the Baja Peninsula, across the Midriff Island region and towards the Sonoran coastline that acts like a larval sink, in agreement with the cyclonic gyre (anti-clockwise) present at the peak of spawning (May-June). Our approach provided a mechanistic explanation of the location of fishing zones: most of the largest areas where fishing takes place seem to be sustained simultaneously by high levels of local retention, contribution of larvae from upstream sites and oceanographic patterns that concentrate larval density from all over the region. The general asymmetry in marine connectivity observed highlights that benefits from reserves are biased towards particular directions, that no-take areas need to be located upstream of targeted fishing zones, and that some fishing localities might not directly benefit from avoiding fishing within reserves located adjacent to their communities. We discuss the implications of marine connectivity for the current network of marine protected areas and no-take zones, and identify ways of improving it.
authors.affiliation: PANGAS Science Coordination, Comunidad y Biodiversidad A.C. , Guaymas, Sonora , México ; Conservation Genetics Laboratory, School of Natural Resources and the Environment, The University of Arizona , Tucson, AZ , USA.
authors.forename: Adrian
authors.initials: A
authors.lastname: Munguia-Vega
authors.affiliation: Department of Ecology and Evolutionary Biology, University of California Santa Cruz , Santa Cruz, CA , USA.
authors.forename: Alexis
authors.initials: A
authors.lastname: Jackson
authors.affiliation: Departamento de Oceanografía Física, Centro de Investigación Científica y de Educación Superior de Ensenada , Ensenada, Baja California , México.
authors.forename: Silvio Guido
authors.initials: SG
authors.lastname: Marinone
authors.affiliation: Marine Biology Research Division, Scripps Institution of Oceanography, University of California , San Diego, La Jolla, CA , USA.
authors.forename: Brad
authors.initials: B
authors.lastname: Erisman
authors.affiliation: Marine Biology Research Division, Scripps Institution of Oceanography, University of California , San Diego, La Jolla, CA , USA.
authors.forename: Marcia
authors.initials: M
authors.lastname: Moreno-Baez
authors.affiliation: Universidad Autónoma de Baja California , Ensenada, Baja California , México.
authors.forename: Alfredo
authors.initials: A
authors.lastname: Girón-Nava
authors.affiliation: School of Natural Resources and the Environment, Center for Latin American Studies, The University of Arizona , Tucson, AZ , USA.
authors.forename: Tad
authors.initials: T
authors.lastname: Pfister
authors.affiliation: Marine Biology Research Division, Scripps Institution of Oceanography, University of California , San Diego, La Jolla, CA , USA.
authors.forename: Octavio
authors.initials: O
authors.lastname: Aburto-Oropeza
authors.affiliation: PANGAS Science Coordination, Comunidad y Biodiversidad A.C. , Guaymas, Sonora , México.
authors.forename: Jorge
authors.initials: J
authors.lastname: Torre
keywords: Biophysical models; Fisheries; Gulf of California; Larval dispersal; Marine connectivity; Marine reserves; No-take zones; Oceanography; Population genetics