4.7 Article

Evaluation of the Impacts of Climate Change on Albacore Distribution in the South Pacific Ocean by Using Ensemble Forecast

Journal

FRONTIERS IN MARINE SCIENCE
Volume 8, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fmars.2021.731950

Keywords

south Pacific albacore; ensemble forecasting; climate change; species distribution model; longline fisheries

Funding

  1. Ministry of Science and Technology
  2. Fishery Agency of Council of Agriculture of Taiwan [MOST109-2611-M-002-013-and 110AS-6.1.1-FA-F1]

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The study shows that South Pacific albacore has a preference for dissolved oxygen concentration at 100 meters and sea surface temperature, with their habitat boundary expected to shift southward in the coming decades, leading to an increase in relative abundance, especially under the RCP 8.5 scenario.
South Pacific albacore (Thunnus alalunga) is a highly migratory tuna species widely distributed throughout 0 degrees-50 degrees S in the South Pacific Ocean. Climate-driven changes in the oceanographic condition largely influence the albacore distribution, relative abundance, and the consequent availability by the longline fisheries. In this study, we examined the habitat preference and spatial distribution of south Pacific albacore using a generalized additive model fitted to the longline fisheries data from the Western and Central Pacific Fisheries Commission (WCPFC) and Inter-American Tropical Tuna Commission (IATTC). Future projections of albacore distributions (2020, 2050, and 2080) were predicted by using an ensemble modeling approach produced from various atmosphere-ocean general circulation models and anthropogenic emission scenarios (i.e., RCP 4.5 and RCP 8.5) to reduce the uncertainty in the projected changes. The dissolved oxygen concentration at 100 meters (DO100) and sea surface temperature (SST) were found to have the most substantial effects on the potential albacore distribution that the albacore preferred in the habitat with DO100 of 0.2-0.25 mmol L-1 and SST of 13-22 degrees C. This study suggested that the northern boundary of albacore preferred habitat is expected to shift southward by about 5 degrees latitudes, and the relative abundance is expected to gradually increase in the area south of 30 degrees S from 2020 to 2080 for both RCP scenarios, especially with a higher degree of change for the RCP 8.5. Moreover, the albacore relative abundance is projected to decrease in the most exclusive economic zones (EEZs) of countries and territories in the South Pacific Ocean by 2080. These findings could lend important implications on the availability of tuna resources to the fisheries and subsequent evaluation of tuna conservation and management under climate change.

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