We investigated the relationship between environmental variables and the Gonadosomatic Monthly Mean (GMM) index of anchovy (Engraulis ringens) to understand how the environment affects the dynamics of anchovy reproductive timing. The data examined corresponds to biological information collected from samples of the landings off northern Chile (18 degrees 21'S, 24 degrees 00'S) during the period 1990-2010. We used the Humboldt Current Index (HCI) and the Multivariate ENSO Index (MEI), which combine several physical-oceanographic factors in the Tropical and South Pacific regions. Using the GMM index, we studied the dynamics of anchovy reproductive timing at different intervals of length, specifically females with a length between 11.5 and 14 cm (medium class) and longer than 14 cm (large class). Seasonal Autoregressive Integrated Mobile Average (SARIMA) was used to predict missing observations. The trends of the environment and reproductive indexes were explored via the Breaks For Additive Season and Trend (BFAST) statistical technique and the relationship between these indexes via cross-correlation functions (CCF) analysis. Our results showed that the habitat of anchovy switched from cool to warm condition, which also influenced gonad development. This was revealed by two and three significant changes (breaks) in the trend of the HCI and MEI indexes, and two significant breaks in the GMM of each time series of anchovy females (medium and large). Negative cross-correlation between the MEI index and GMM of medium and large class females was found, indicating that as the environment gets warmer (positive value of MEI) a decrease in the reproductive activity of anchovy can be expected. Correlation between the MEI index and larger females was stronger than with medium females. Additionally, our results indicate that the GMM index of anchovy for both length classes reaches two maximums per year; the first from August to September and the second from December to January. The intensity (maximum GMM values at rise point) of reproductive activity was not equal though, with the August-September peak being the highest. We also discuss how the synchronicity between environment and reproductive timing, the negative correlation found between MEI and GMM indexes, and the two increases per year of anchovy GMM relate to previous studies. Based on these findings we propose ways to advance in the understanding of how anchovy synchronize gonad development with the environment. (C) 2016 Elsevier B.V. All rights reserved.
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Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Univ Cadiz, Fac Ciencias Mar & Ambientales, Campus Puerto Real,Poligono San Pedro S-N, Cadiz 11510, SpainUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Costa Goela, Priscila
Cordeiro, Clara
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Univ Algarve, Fac Sci & Technol, Campus Gambelas, P-8005139 Faro, Portugal
Univ Lisbon, Ctr Stat & Applicat CEA, Bloco C6,Piso 4, P-1749016 Lisbon, PortugalUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Cordeiro, Clara
Danchenko, Sergei
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Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Univ Cadiz, Fac Ciencias Mar & Ambientales, Campus Puerto Real,Poligono San Pedro S-N, Cadiz 11510, SpainUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Danchenko, Sergei
Icely, John
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Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Sagremarisco Lda, Apartado 21, P-8650999 Vila Do Bispo, PortugalUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Icely, John
Cristina, Sonia
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Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Univ Cadiz, Fac Ciencias Mar & Ambientales, Campus Puerto Real,Poligono San Pedro S-N, Cadiz 11510, SpainUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Cristina, Sonia
Newton, Alice
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Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
NILU IMPEC, Box 100, N-2027 Kjeller, NorwayUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
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Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Univ Cadiz, Fac Ciencias Mar & Ambientales, Campus Puerto Real,Poligono San Pedro S-N, Cadiz 11510, SpainUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Costa Goela, Priscila
Cordeiro, Clara
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Univ Algarve, Fac Sci & Technol, Campus Gambelas, P-8005139 Faro, Portugal
Univ Lisbon, Ctr Stat & Applicat CEA, Bloco C6,Piso 4, P-1749016 Lisbon, PortugalUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Cordeiro, Clara
Danchenko, Sergei
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机构:
Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Univ Cadiz, Fac Ciencias Mar & Ambientales, Campus Puerto Real,Poligono San Pedro S-N, Cadiz 11510, SpainUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Danchenko, Sergei
Icely, John
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机构:
Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Sagremarisco Lda, Apartado 21, P-8650999 Vila Do Bispo, PortugalUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Icely, John
Cristina, Sonia
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h-index: 0
机构:
Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Univ Cadiz, Fac Ciencias Mar & Ambientales, Campus Puerto Real,Poligono San Pedro S-N, Cadiz 11510, SpainUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
Cristina, Sonia
Newton, Alice
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机构:
Univ Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal
NILU IMPEC, Box 100, N-2027 Kjeller, NorwayUniv Algarve, CIMA, FCT, Ed 7,Piso 1,Cacifo 32,Campus Gambelas, P-8005139 Faro, Portugal