Improved management of small pelagic fisheries through seasonal climate prediction.

Populations of small pelagic fish are strongly influenced by climate. The inability of managers to anticipate environment-driven fluctuations in stock productivity or distribution can lead to overfishing and stock collapses, inflexible management regulations inducing shifts in the functional response to human predators, lost opportunities to harvest populations, bankruptcies in the fishing industry, and loss of resilience in the human food supply. Recent advances in dynamical global climate prediction systems allow for sea surface temperature (SST) anomaly predictions at a seasonal scale over many shelf ecosystems. Here we assess the utility of SST predictions at this "fishery relevant" scale to inform management, using Pacific sardine as a case study. The value of SST anomaly predictions to management was quantified under four harvest guidelines (HGs) differing in their level of integration of SST data and predictions. The HG that incorporated stock biomass forecasts informed by skillful SST predictions led to increases in stock biomass and yield, and reductions in the probability of yield and biomass falling below socioeconomic or ecologically acceptable levels. However, to mitigate the risk of collapse in the event of an erroneous forecast, it was important to combine such forecast-informed harvest controls with additional harvest restrictions at low biomass.

[1]  M. Pinsky,et al.  Fishing, fast growth and climate variability increase the risk of collapse , 2015, Proceedings of the Royal Society B: Biological Sciences.

[2]  M. Basson,et al.  The importance of environmental factors in the design of management procedures , 1999 .

[3]  André E. Punt,et al.  Developing management procedures that are robust to uncertainty: lessons from the International Whaling Commission , 2007 .

[4]  Alistair J. Hobday,et al.  Seasonal forecasting of tuna habitat for dynamic spatial management , 2011 .

[5]  G. I. Murphy Population biology of the Pacific Sardine (Sardinops caerulea) , 1966 .

[6]  N. Lo,et al.  Assessment of the Pacific sardine resource in 2009 for U. S. management in 2010: Executive Summary , 2009 .

[7]  Alistair J. Hobday,et al.  Dynamic Ocean Management: Integrating Scientific and Technological Capacity with Law, Policy, and Management , 2014 .

[8]  Andrew C. Thomas,et al.  Fisheries Management in a Changing Climate Lessons from the 2012 Ocean Heat Wave in the Northwest Atlantic , 2013 .

[9]  N. Stenseth,et al.  Climate, fishing, and fluctuations of sardine and anchovy in the California Current , 2013, Proceedings of the National Academy of Sciences.

[10]  Kiva L. Oken,et al.  Fishing amplifies forage fish population collapses , 2015, Proceedings of the National Academy of Sciences.

[11]  Alec D. MacCall,et al.  Fishery-management and stock-rebuilding prospects under conditions of low-frequency environmental variability and species interactions , 2002 .

[12]  G. Vecchi,et al.  On the Seasonal Forecasting of Regional Tropical Cyclone Activity , 2014 .

[13]  Eberhard Hagen,et al.  Long‐term climate forcing of European herring and sardine populations , 1997 .

[14]  R. Rykaczewski,et al.  Influence of ocean winds on the pelagic ecosystem in upwelling regions , 2008, Proceedings of the National Academy of Sciences.

[15]  Edward D. Weber,et al.  Effect of mesoscale eddies and streamers on sardine spawning habitat and recruitment success off Southern and central California , 2014 .

[16]  G. Sharp,et al.  Climate and fisheries: cause and effect or managing the long and short of it all , 1987 .

[17]  Alistair J. Hobday,et al.  Seasonal forecasting for decision support in marine fisheries and aquaculture , 2014 .

[18]  R.I.C. Chris Francis,et al.  Measuring the strength of environment–recruitment relationships: the importance of including predictor screening within cross-validations , 2006 .

[19]  André E. Punt,et al.  The impact of regime shifts on the performance of management strategies for the Gulf of Alaska walleye pollock (Theragra chalcogramma) fishery , 2009 .

[20]  N. Stenseth,et al.  Ecosystem processes are rarely included in tactical fisheries management , 2016 .

[21]  Alistair J. Hobday,et al.  Seasonal forecasting of tuna habitat in the Great Australian Bight , 2015 .

[22]  Alistair J. Hobday,et al.  Dynamical seasonal ocean forecasts to aid salmon farm management in a climate hotspot , 2014 .

[23]  James D. Scott,et al.  Forecasting the dynamics of a coastal fishery species using a coupled climate--population model. , 2010, Ecological applications : a publication of the Ecological Society of America.

[24]  Gabriel A. Vecchi,et al.  Seasonal sea surface temperature anomaly prediction for coastal ecosystems , 2015 .

[25]  A. Hobday,et al.  Predicting environmental drivers for prawn aquaculture production to aid improved farm management , 2015 .

[26]  D. Lluch-Cota,et al.  Sardine and anchovy spawning as related to temperature and upwelling in the California current system , 1991 .

[27]  James N. Ianelli,et al.  Evaluating management strategies for eastern Bering Sea walleye pollock (Theragra chalcogramma) in a changing environment , 2011 .

[28]  Patrick N Halpin,et al.  Dynamic ocean management increases the efficiency and efficacy of fisheries management , 2016, Proceedings of the National Academy of Sciences.

[29]  Thomas M. Smith,et al.  Daily High-Resolution-Blended Analyses for Sea Surface Temperature , 2007 .

[30]  Laurence T. Kell,et al.  Implications of climate change for the management of North Sea cod (Gadus morhua) , 2005 .

[31]  David M. Checkley,et al.  Temperature dependence of Pacific sardine (Sardinops sagax) recruitment in the California Current Ecosystem revisited and revised , 2013 .

[32]  J. De Oliveira,et al.  Limits to the use of environmental indices to reduce risk and/or increase yield in the South African anchovy fishery , 2005 .

[33]  D. Gutiérrez,et al.  Climate Change and Small Pelagic Fish: Variability from scales in marine sediments and other historical records , 2009 .

[34]  J. Heath Quantifying temporal variability in population abundances , 2006 .

[35]  J. Rice,et al.  Fisheries, food security, climate change, and biodiversity: characteristics of the sector and perspectives on emerging issues , 2011 .

[36]  Bruce P. Finney,et al.  Paleoecological studies on variability in marine fish populations: A long-term perspective on the impacts of climatic change on marine ecosystems , 2010 .

[37]  George Sugihara,et al.  Predicting climate effects on Pacific sardine , 2013, Proceedings of the National Academy of Sciences.

[38]  José A. A. De Oliveira,et al.  Fisheries management under climate and environmental uncertainty: control rules and performance simulation , 2014 .

[39]  Andrew C. Thomas,et al.  Slow adaptation in the face of rapid warming leads to collapse of the Gulf of Maine cod fishery , 2015, Science.

[40]  Claude Roy,et al.  Climate Variability, Fish, and Fisheries , 2006 .

[41]  N. Stenseth,et al.  Major pathways by which climate may force marine fish populations , 2010 .

[42]  Larry D. Jacobson,et al.  Comment on temperature-dependent stock–recruit modeling for Pacific sardine (Sardinops sagax) in Jacobson and MacCall (1995), McClatchie et al. (2010), and Lindegren and Checkley (2013) , 2013 .

[43]  A. Rosati,et al.  System Design and Evaluation of Coupled Ensemble Data Assimilation for Global Oceanic Climate Studies , 2007 .

[44]  Larry D. Jacobson,et al.  Stock-recruitment models for Pacific sardine (Sardinops sagax) , 1995 .

[45]  A. Maccall,et al.  POPULATION ESTIMATES FOR THE WANING YEARS OF THE PACIFIC SARDINE FISHERY , 1979 .

[46]  Ransom A. Myers,et al.  When Do Environment–recruitment Correlations Work? , 1998, Reviews in Fish Biology and Fisheries.

[47]  M. Wilberg,et al.  Autocorrelated error in stock assessment estimates: Implications for management strategy evaluation , 2015 .

[48]  Claude Roy,et al.  Worldwide large-scale fluctuations of sardine and anchovy populations , 1999 .

[49]  D. Demer,et al.  A cold oceanographic regime with high exploitation rates in the Northeast Pacific forecasts a collapse of the sardine stock , 2012, Proceedings of the National Academy of Sciences.

[50]  Cody S. Szuwalski,et al.  Fisheries management for regime-based ecosystems: a management strategy evaluation for the snow crab fishery in the eastern Bering Sea , 2013 .

[51]  André E. Punt,et al.  Management strategy evaluation: best practices , 2016 .

[52]  K. Broad,et al.  Environmental ‘loopholes’ and fish population dynamics: comparative pattern recognition with focus on El Niño effects in the Pacific , 2003 .