Simulating the Changes Of The Habitats Suitability of Chub Mackerel ( Scomber Japonicus ) in the High Seas of the North Pacific Ocean Using Ensemble Models Under Medium to Long-Term Future Climate Scenarios DOI
Yuyan Sun, Heng Zhang, Keji Jiang

и другие.

Опубликована: Янв. 1, 2024

Understanding and forecasting changes in marine habitats due to global climate warming is crucial for sustainable fisheries. Using future environmental data provided by Global Climate Models (GCMs) occurrence records of Chub mackerel the North Pacific Ocean (2014-2023), we built eight individual models four ensemble simulate current habitat distribution forecast under three scenarios (SSP1-2.6, SSP2-4.5, SSP5-8.5) 2050s 2100s. Ensemble outperformed ones, with weighted average algorithm model achieving highest accuracy (AUC 0.992, TSS 0.926). Sea surface temperature (SST) chlorophyll-a (Chla) significantly influenced distribution. Predictions indicate high suitability areas are concentrated beyond 200-nautical-mile baseline. Under scenarios, expected decline, a shift towards higher latitudes deeper waters. High will be reduced.

Язык: Английский

Simulating the changes of the habitats suitability of chub mackerel (Scomber japonicus) in the high seas of the North Pacific Ocean using ensemble models under medium to long-term future climate scenarios DOI Creative Commons
Yuyan Sun, Heng Zhang, Keji Jiang

и другие.

Marine Pollution Bulletin, Год журнала: 2024, Номер 207, С. 116873 - 116873

Опубликована: Авг. 24, 2024

Understanding and forecasting changes in marine habitats due to global climate warming is crucial for sustainable fisheries. Using future environmental data provided by Global Climate Models (GCMs) occurrence records of Chub mackerel the North Pacific Ocean (2014-2023), we built eight individual models four ensemble simulate current habitat distribution forecast under three scenarios (SSP1-2.6, SSP2-4.5, SSP5-8.5) 2050s 2100s. Ensemble outperformed ones, with weighted average algorithm model achieving highest accuracy (AUC 0.994, TSS 0.929). Sea Surface Temperature (SST) chlorophyll-a (Chla) significantly influenced distribution. Predictions indicate high suitability areas are concentrated beyond 200-nautical-mile baseline. Under scenarios, expected decline, a shift towards higher latitudes deeper waters. High will be reduced.

Язык: Английский

Процитировано

9
Valorizing underutilized fish through adaptable gastronomy: Insight from Japan DOI Creative Commons
Oscar Tiku, Kazuyo Matsubae

International Journal of Gastronomy and Food Science, Год журнала: 2025, Номер unknown, С. 101161 - 101161

Опубликована: Март 1, 2025

Язык: Английский

Процитировано

0
Simulating the Changes Of The Habitats Suitability of Chub Mackerel ( Scomber Japonicus ) in the High Seas of the North Pacific Ocean Using Ensemble Models Under Medium to Long-Term Future Climate Scenarios DOI
Yuyan Sun, Heng Zhang, Keji Jiang

и другие.

Опубликована: Янв. 1, 2024

Understanding and forecasting changes in marine habitats due to global climate warming is crucial for sustainable fisheries. Using future environmental data provided by Global Climate Models (GCMs) occurrence records of Chub mackerel the North Pacific Ocean (2014-2023), we built eight individual models four ensemble simulate current habitat distribution forecast under three scenarios (SSP1-2.6, SSP2-4.5, SSP5-8.5) 2050s 2100s. Ensemble outperformed ones, with weighted average algorithm model achieving highest accuracy (AUC 0.992, TSS 0.926). Sea surface temperature (SST) chlorophyll-a (Chla) significantly influenced distribution. Predictions indicate high suitability areas are concentrated beyond 200-nautical-mile baseline. Under scenarios, expected decline, a shift towards higher latitudes deeper waters. High will be reduced.

Язык: Английский

Процитировано

0