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Projected Climate Impacts on the Pelagic Ecosystem Size Structure and Catches in the North Pacific Over the 21 st Century Jeffrey J. Polovina 1 ,Phoebe Woodworth 1 , Julia L. Blanchard 2 , and John Dunne 3 , 1 NOAA Pacific Islands Fisheries Science Center, 2 University of Sheffield, 3 NOAA Geophysical Fluid Dynamics Laboratory

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Page 1: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Projected Climate Impacts on the Pelagic Ecosystem Size Structure and Catches in the North Pacific Over the

21st Century

Jeffrey J. Polovina1 ,Phoebe Woodworth1, Julia L. Blanchard2, and

John Dunne3, 1NOAA Pacific Islands Fisheries Science Center,2University of Sheffield,

3NOAA Geophysical Fluid Dynamics Laboratory

Page 2: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

NOAA GFDL Earth System Model 2.1 (ESM2.1 A2 NPZ)

x 1°

north of 30°N, with latitudinal resolution increasing to 0.33°

at equator

Ocean has 50 levels, with 22 10m spacing levels in the upper 220mWe used monthly values from 1991 -

2100

CM 2.1 (Atmos., Land, Ice)

Coupled Climate BiogeochemicalTracers of Phytoplankton with Allometric Zooplankton (TOPAZ)*

Major nutrients + 4 phytoplankton groups

A2 scenario

Page 3: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Projected Climate Changes for N Pacific over the 21st

CenturyBasin-wide warming

Tropical easterlies weaken

Westerlies and polar easterliesweaken and shift poleward

Reduced wind-stress curl

Nutrient redistribution

Weakened vertical velocitiesand increased stratification

Rykaczewski and Dunne 2010, Sarmiento et al. 2004, Vecchi et al. 2006, Yin 2005

Page 4: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Extending climate model results to higher trophic levels –

2 approaches

Using climate model output to define dynamic biomes and then examine spatial and temporal changes in model-derived biomes in response to climate change

Using climate model output to drive a size-based ecosystem model at specific locations

Page 5: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

20-year Mean Total Phytoplankton Density 2001 –

2020

Polovina et al. (2011)

Total Phytoplankton D

ensity (g C m

-

2)

Temperate Biome

Subtropical Biome

Equatorial Upwelling Biome

Page 6: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Polovina et al. (2011)

Total Phytoplankton D

ensity (g C m

-

2)

20-year Mean Total Phytoplankton Density 2081 –

2100

Temperate Biome

Subtropical Biome

Equatorial Upwelling Biome

Page 7: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Impacts of increasing SSTMean SST at the Beginning and End of the 21st

Century

1998 -

20172080 -

2099

Page 8: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Change Over the 21st Century

∆PP

∆SST∆Lg

∆Sm

Gnanadesikan et al. 2006

Page 9: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Size-based model

Jennings et al. 2008, Proc. R. Soc. B; Blanchard et al. 2009 J Anim Ecol; Blanchard et al. 2010 Theor. Ecol.

Input: monthly plankton size spectrum and SST

Output: monthly population size spectrum

Assumes size-based predation, and size-

specific growth and mortality are functions of food availability and SST

Page 10: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Size Spectra

Minimum Size Fished

Barnes et al. 2010, Benoit and Rochet 2004, Blanchard et al. 2009, Jennings et al. 2008, Stock and Dunne 2010

Page 11: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Areas of Interest

Biome Boundaries

Biome Interiors

California Current

Page 12: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Areas of Interest

Biome Boundaries

Biome Interiors

California Current

Page 13: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Areas of Interest

Biome Boundaries

Biome Interiors

California Current

Page 14: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Projected Catch of Fish > 2 kg, F=0.2

Biome Boundary Regionsdecline 52 –

77%

Biome Interior Regionsdecline 0 –

38%

California Current Regionincrease 43%

Page 15: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Correlation between Size Composition and Catch

Subtropical Biome

Temperate Biome

EU Biome

Page 16: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Additional Implications

Biome boundary regions

may see earliest and greatest impacts and hence are ideal areas for monitoringphytoplankton size structure

Transition Zone for usedforaging and migration

Possible eastward redistribution of skipjack andyellowfin, and bigeye tuna

-

Results present come from only one climate model. Need to consider output from several climate models

Page 17: Projected Climate Impacts on the Pelagic Ecosystem Size ... · PDF fileProjected Climate Impacts on the Pelagic Ecosystem Size Structure and ... Ice) Coupled Climate ... Biome. Subtropical

Summary

Over 21st

century a change in wind field and increased ocean warming will increase oceanic vertical stratification and redistribute nutrients.

For much of oceanic North Pacific fish density and catch declines, with greatest declines (50-80%) near the boundary of the expanding subtropical gyre.

However, in the California Current, nutrient upwelling increases

resulting in an increase in fish density and catch.

Changes in density of large phytoplankton is a dominant biological response to climate change which alters the length of food chains and hence fish yields.

Size-based model couples well with climate model to assess high tropic impacts from climate change.