Title
Análisis de asociación genética entre el SNP rs914458 del gen proteína tirosina fosfatasa no receptor tipo 1 PTPN1 y diabetes tipo 2 en población peruana
Date Issued
January 2019
Access level
restricted access
Resource Type
journal article
Publisher(s)
Elsevier Ltd
Abstract
The Peruvian anchovy (Engraulis ringens) is the most important small pelagic of the Humboldt Current System (HCS), supporting the largest mono-specific fishery in the world. The spatial behavior of this species tends to be very dynamic at different spatial scales, influenced mostly by its biomass level and environmental factors. The aim of this study was to analyze temporal and spatial fluctuations in anchovy spatial distribution off Peru, based and modeled on acoustic data, focusing on large- and meso-scale spatial structures. We employed data from 41 scientific surveys (1994–2016) and Bayesian hierarchical spatial models to obtain the anchovy's spatial distribution, allowing us to identify spatial structures at specific scales. Our results showed similar temporal trends in the number of mesoscale structures, their areas and anchovy density, exhibiting altogether two breakpoints in the time series: ~1999 and ~2013. The last period (2013–2016) was similar to the earlier one (1994–1999), in terms of low values of mesoscale structure indicators. On the other hand, we identified four spatial scenarios differentiated by the aggregative behavior, which were highly influenced by seasons and El Niño events. Each scenario had recurrent, or fidelity, areas placed in different locations. For instance, for the ‘El Niño scenario’ a particularly coastal recurrent area was identified, which might be a refuge zone for this species during these unfavorable events. Finally, we assessed differences in biomass estimates of each scenario. The highest biomass values were estimated for the ‘Summer favorable scenario’ and the lowest ones for the ‘El Niño scenario’ which supports the MacCall's basin hypothesis for this species. This study expands the current knowledge of the Peruvian anchovy and it is a first step to understand the effects on this species of the last El Niño events (2014–2016) that occurred in the northern Humboldt Current System. © 2018 Elsevier Ltd
Start page
75
End page
83
Volume
159
Number
4
Language
English
Scopus EID
2-s2.0-85057076852
Source
Deep-Sea Research Part II: Topical Studies in Oceanography
ISSN of the container
0967-0645
Sponsor(s)
We would like to express our gratitude to Daniel Grados for valuable explanations about physical structures and to the two anonymous reviewers for their comments to greatly improve the writing of this article. We are grateful to IMARPE for the data for this work. This work was supported in part by the cooperation agreement among the Instituto del Mar del Peru (IMARPE) and the Institut de Recherche pour le Développement (IRD), France: International Join Laboratory - Dynamics of the Humboldt Current System (LMI-DISCOH) to one of the authors.
Sources of information: Directorio de Producción Científica