Examining spatiotemporal distribution and CPUEenvironment relationships for the jumbo flying squid <italic style="font-style: italic">Dosidicus gigas</italic> offshore Peru based on spatial autoregressive model

Yongjiu FENG; Xinjun CHEN; Yang LIU

doi:10.1007/s00343-018-6318-3

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Examining spatiotemporal distribution and CPUEenvironment relationships for the jumbo flying squid Dosidicus gigas offshore Peru based on spatial autoregressive model

Aquaculture and Fisheries | Updated：2023-05-19

- Examining spatiotemporal distribution and CPUEenvironment relationships for the jumbo flying squid Dosidicus gigas offshore Peru based on spatial autoregressive model
- Chinese Journal of Oceanology and Limnology Vol. 36, Issue 3, Pages: 942-955(2018)
- Affiliations：
  
  1.College of Marine Sciences, Shanghai Ocean University, Shanghai 201306, China
  2.The Key Laboratory of Sustainable Exploitation of Oceanic Fisheries Resources(Shanghai Ocean University), Ministry of Education, Shanghai 201306, China
  3.National Engineering Research Center for Oceanic Fisheries(Shanghai Ocean University), Shanghai 201306, China
  4.Collaborative Innovation Center for Distant-water Fisheries, Shanghai 201306, China
- Author bio：
  
  CHEN Xinjun, xjchen@shou.edu.cn
- Funds：
- DOI：10.1007/s00343-018-6318-3
  CLC：
- Received：17 December 2016，
  
  Accepted：07 February 2017，
  
  Online First：27 July 2017，
  
  Published：2018-05
- Accepted：
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Yongjiu FENG, Xinjun CHEN, Yang LIU. Examining spatiotemporal distribution and CPUEenvironment relationships for the jumbo flying squid Dosidicus gigas offshore Peru based on spatial autoregressive model[J]. Chinese Journal of Oceanology and Limnology, 2018, 36(3): 942-955.
DOI：

Yongjiu FENG, Xinjun CHEN, Yang LIU. Examining spatiotemporal distribution and CPUEenvironment relationships for the jumbo flying squid Dosidicus gigas offshore Peru based on spatial autoregressive model[J]. Chinese Journal of Oceanology and Limnology, 2018, 36(3): 942-955. DOI： 10.1007/s00343-018-6318-3.

摘要

Abstract

The spatiotemporal distribution and relationship between nominal catch-per-unit-effort (CPUE) and environment for the jumbo flying squid (

Dosidicus gigas

) were examined in offshore Peruvian waters during 2009-2013. Three typical oceanographic factors affecting the squid habitat were investigated in this research

including sea surface temperature (SST)

sea surface salinity (SSS) and sea surface height (SSH). We studied the CPUE-environment relationships for

D. gigas

using a spatially-lagged version of spatial autoregressive (SAR) model and a generalized additive model (GAM)

with the latter for auxiliary and comparative purposes. The annual fishery centroids were distributed broadly in an area bounded by 79.5°-82.7°W and 11.9°-17.1°S

while the monthly fishery centroids were spatially close and lay in a smaller area bounded by 81.0°-81.2°W and 14.3°-15.4°S. Our results show that the preferred environmental ranges for

D. gigas

offshore Peru were 20.9°-21.9° C for SST

35.16-35.32 for SSS and 27.2-31.5 cm for SSH in the areas bounded by 78°-80°W/82-84°W and 15°-18°S. Monthly spatial distributions during October to December were predicted using the calibrated GAM and SAR models and general similarities were found between the observed and predicted patterns for the nominal CPUE of

D. gigas

. The overall accuracies for the hotspots generated by the SAR model were much higher than those produced by the GAM model for all three months. Our results contribute to a better understanding of the spatiotemporal distributions of

D. gigas

offshore Peru

and offer a new SAR modeling method for advancing fishery science.

关键词

Keywords

references

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Examining spatiotemporal distribution and CPUEenvironment relationships for the jumbo flying squid Dosidicus gigas offshore Peru based on spatial autoregressive model

DOI：10.1007/s00343-018-6318-3

摘要

Abstract

关键词

Keywords

references