Extended predictability of metabolic constraints on fish habitat

Abstract Predicting the migration of marine life due to climate change is important not only ecologically but also for the management of valuable living marine resources. Anticipating how the habitable area of species will change on decision-relevant time scales, however, remains a challenge. Here w...

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Main Authors: Hwa-Jin Choi, Jong-Yeon Park, Charles A. Stock, Hyung-Gyu Lim
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Communications Earth & Environment
Online Access:https://doi.org/10.1038/s43247-025-02600-x
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author Hwa-Jin Choi
Jong-Yeon Park
Charles A. Stock
Hyung-Gyu Lim
author_facet Hwa-Jin Choi
Jong-Yeon Park
Charles A. Stock
Hyung-Gyu Lim
author_sort Hwa-Jin Choi
collection DOAJ
description Abstract Predicting the migration of marine life due to climate change is important not only ecologically but also for the management of valuable living marine resources. Anticipating how the habitable area of species will change on decision-relevant time scales, however, remains a challenge. Here we assess the predictability of a normalized metabolic index that expresses habitat-relevant anomalies in metabolic constraints using a coupled physical-biogeochemical prediction system based on an Earth system model. The normalized metabolic index was generally more predictable than temperature, especially in the subsurface tropics where persistent lateral oxygen advection anomalies at the boundary of oxygen minimum zones extended the predictability horizons. Further investigations suggest that interannual catch variations of bigeye tuna in the tropical exclusive economic zones can be anticipated from the predicted metabolic constraints a year in advance, supporting the potential utility of Earth system model-based physiological prediction for the proactive climate-informed management of living marine resources.
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issn 2662-4435
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publisher Nature Portfolio
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series Communications Earth & Environment
spelling doaj-art-45b1b662f5564da4ac68d2ab2d331dbf2025-08-20T03:06:08ZengNature PortfolioCommunications Earth & Environment2662-44352025-08-01611810.1038/s43247-025-02600-xExtended predictability of metabolic constraints on fish habitatHwa-Jin Choi0Jong-Yeon Park1Charles A. Stock2Hyung-Gyu Lim3International Max Planck Research School on Earth System ModellingDepartment of Earth and Environmental Sciences & Earth Environmental System Research Center, Jeonbuk National UniversityNational Oceanic and Atmospheric Administration/Geophysical Fluid Dynamics LaboratoryKorea Institute of Ocean Science and TechnologyAbstract Predicting the migration of marine life due to climate change is important not only ecologically but also for the management of valuable living marine resources. Anticipating how the habitable area of species will change on decision-relevant time scales, however, remains a challenge. Here we assess the predictability of a normalized metabolic index that expresses habitat-relevant anomalies in metabolic constraints using a coupled physical-biogeochemical prediction system based on an Earth system model. The normalized metabolic index was generally more predictable than temperature, especially in the subsurface tropics where persistent lateral oxygen advection anomalies at the boundary of oxygen minimum zones extended the predictability horizons. Further investigations suggest that interannual catch variations of bigeye tuna in the tropical exclusive economic zones can be anticipated from the predicted metabolic constraints a year in advance, supporting the potential utility of Earth system model-based physiological prediction for the proactive climate-informed management of living marine resources.https://doi.org/10.1038/s43247-025-02600-x
spellingShingle Hwa-Jin Choi
Jong-Yeon Park
Charles A. Stock
Hyung-Gyu Lim
Extended predictability of metabolic constraints on fish habitat
Communications Earth & Environment
title Extended predictability of metabolic constraints on fish habitat
title_full Extended predictability of metabolic constraints on fish habitat
title_fullStr Extended predictability of metabolic constraints on fish habitat
title_full_unstemmed Extended predictability of metabolic constraints on fish habitat
title_short Extended predictability of metabolic constraints on fish habitat
title_sort extended predictability of metabolic constraints on fish habitat
url https://doi.org/10.1038/s43247-025-02600-x
work_keys_str_mv AT hwajinchoi extendedpredictabilityofmetabolicconstraintsonfishhabitat
AT jongyeonpark extendedpredictabilityofmetabolicconstraintsonfishhabitat
AT charlesastock extendedpredictabilityofmetabolicconstraintsonfishhabitat
AT hyunggyulim extendedpredictabilityofmetabolicconstraintsonfishhabitat