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Forecast of Adult Returns



Home

 •2008 Annual Update
 •January 2009 Forecast
 •Adult Return Data

Large–scale Ocean and Atmospheric Indicators

 •Pacific Decadal Oscillation (PDO)
 •Multivariate El Niño Southern Oscillation Index (MEI)
 • Basin-scale winds

Local and Regional Physical Indicators

 •Sea surface temperature anomalies
 •Coastal upwelling
 •Physical spring transition
 •Deep–water temperature and salinity

Local Biological Indicators

 •Copepod biodiversity
 •Northern copepod anomalies
 •Copepod community structure
 •Biological spring transition
 •June spring Chinook
 •September coho
 •Zooplankton species composition

Indicators Under Development

 •A second mode of North Pacific sea surface temperature variation
 •Phytoplankton biomass
 •Euphausiid egg concentration, adult biomass, and production rates
 •Interannual variation in habitat area
 •Forage fish and Pacific hake abundance
 •Salmon predation index
 •Potential indices for future development

Introduction to Pacific Northwest Oceanography

 •Physical oceanographic considerations
 • Climate–scale physical variability

Ocean Sampling Methods

 •Hydrography, zooplankton, and ichthyoplankton
 •Juvenile salmon sampling

Acknowledgements

References

Archive

Links

Glossary

 


Forecast of Adult Returns for Coho in 2009
and Chinook Salmon in 2010


From the colorized table below, one can see that the recent period of poor ocean conditions (2003–2006) has come to a close.  Conditions began improving through 2007 and greatly improved during 2008.  Highlights of 2008 ocean conditions include: 

Positive signs
•  Most negative winter PDO since 2000 and most negative summer PDO since 1955 
•  Most negative index of El Niño activity since 1999 (This indicates La Niña, or cold equatorial ocean conditions in the eastern Pacific.) 
      •  Coldest winter sea surface temperatures of the past 12 years 
      •  Early and strong coastal upwelling, with average upwelling strength during April–May (when juvenile salmon first enter the ocean) the 4th highest of 11 years
      •  Coldest deep–water temperatures in the continental shelf of the past 12 years 
      •  Earliest biological spring transition of the past 13 years 
      •  Highest northern copepod biomass levels of the past 13 years 
Somewhat negative signs
      •  Sea surface temperatures were warm from 22 July until 27 August, possibly a negative sign for juvenile coho 
      •  Only a moderate number of juvenile coho were caught in our September survey (6th highest of 11 years) 


Table 1.  Ocean ecosystem indicators of the Northern California Current.  Colored squares indicate positive (green), neutral (yellow), or negative (red) conditions for salmon entering the ocean each year.  In the two columns to the far right, colored dots indicate the forecast of adult returns based on ocean conditions in 2008. 
 
 
 

Juvenile
migration year

  Forecast of
adult returns
 
2005

2006

2007

2008
  Coho
2009
Chinook
2010
 
Large–scale ocean and atmospheric indicators
PDO (May–Sep)  
MEI (annual)  
Local and regional physical indicators      
Sea surface temperature anomalies  
Coastal upwelling  
Physical spring transition  
Deep water temperature and salinity  
Local biological indicators     
Copepod biodiversity  
Northern copepod anomalies  
Biological spring transition  
June spring Chinook   ––
September Coho   ––
 
    Key good conditions for salmon    good returns expected
     intermediate conditions for salmon    no data
     poor conditions for salmon    poor returns expected


We expect spring Chinook runs in 2010 and 2011 to rival the high returns of this species seen in 2001 and 2002; however, expectations for returns of coho in 2009 are somewhat lower due to warm sea–surface conditions throughout August and low catches of coho salmon in our September 2008 survey. 

Table 1a below shows rank scores for the color–coding shown in Table 1.  Scores were assigned based on their affect on juvenile salmonids.  We show only variables that are correlated with salmon returns one year later (for coho) and two years later (for Chinook).  For example, positive PDO values indicate poor ocean conditions in coastal waters off the northern California Current.  Similarly, higher sea–surface temperatures in summer are a negative indicator for salmon.  Note also that some indicators have 2 years with the same score.  For example, among all years for which we have data, the best in terms of deep–water temperature was a tie between 2001 and 2002.  Thus there are two ranks of 1 and no rank of 2 for this indicator.



Table 1a.  Rank scores upon which color–coding of ocean ecosystem indicators is based.  Lower numbers indicate better ocean ecoystem conditions, or "green lights" for salmon growth and survival, with ranks 1–4 green, 5–7 yellow, and 8–11 red.  To arrive at these rank scores, 11 years of sampling data were compared across years (within each row), and each year received a rank between 1 and 11. 
 
 
 

Year of Samples

  1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008
 
Pacific Decadal Oscillation
    December–March 10     4     1     7     3     11     6     9     8     5     2    
    May–September 5     2     4     3     6     10     9     11     7     8     1    
Multivariate El Niño Southern Oscillation Index
    MEI Annual 11     1     3     5     10     9     7     8     6     4     2    
    MEI Jan–Jun 11     2     3     5     7     9     6     10     4     8     1    
Sea surface temperature
    Buoy 46050 (May–Sep mean) 9     2     4     5     1     7     11     8     6     10     2    
    NH 05 (May–Sep mean) 8     2     1     4     7     6     11     10     5     9     3    
    Winter prior to ocean entry    11     6     4     5     3     7     10     9     8     2     1    
Physical spring transition (Logerwell) 7     6     2     1     4     9     8     11     9     3     5    
Coastal upwelling April–May 6     1     10     3     5     9     8     11     6     2     4    
Deep water at NH 05 (May–Sep)
    Temperature 11     4     6     2     2     7     8     10     9     5     1    
    Salinity 11     3     3     5     8     9     10     7     6     1     1    
Upwelling season length (d) 7     4     3     9     1     10     8     11     6     5     2    
Copepod biodiversity 11     2     1     5     3     8     7     10     9     6     4    
N Copepod anomalies 11     8     3     5     2     9     6     10     7     4     1    
Biol. spring transition 11     6     3     5     4     9     7     10     8     2     1    
Spring Chinook (Jun) 10     2     3     8     5     7     9     11     6     4     1    
Coho (Sep) 9     2     1     4     3     5     10     11     7     8     6    
Overall Ranking
    Mean of ranks 9.5  3.5  3.2  4.6  4.3  8.6  8.0  9.7  6.9  5.1  2.4 
    Rank of mean ranks 10     3     2     5     4     9     8     11     7     6     1    
 

To generalize conditions for each year, the sum of all the rank scores for that year is divided by the number of indicators observed in that year.  Mean ranks are then compared among years to give a generalized concept of "good" vs. "bad" ocean conditions for salmon in a given year.  Data used in the rank scores above are shown in the chart below. 


Table 1b.  Data for rank scores of ocean ecosystem indicators.                                                                                      
 
  1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008
 
Pacific Decadal Oscillation
   December–March  5.07 −1.75 −4.17  1.86 −1.73  7.45  1.85  2.44  1.94 −0.17 −3.06
   May–September  0.9 −5.54 −3.23 −2.95 −0.47  3.42  2.21  3.94  0.28  0.18 −7.63
Multivariate El Niño Southern Oscillation Index
   Annual 0.87 −0.85 −0.51 −0.18 0.59 0.46 0.38 0.40 0.22 −0.20 −0.65
   January–June 2.28 −0.80 −0.63 −0.28 0.32 0.55 0.27 0.65 −0.42 0.49 −0.84
Sea surface temperature (°C)
   Buoy 46050 13.70 13.14 12.54 12.56 12.30 12.92 14.59 13.43 12.60 13.88 12.50
   NH 05 summer 11.30 10.89 10.62 10.91 11.10 11.20 12.99 12.24 11.02 11.55 10.90
   NH 05 winter pre–entry 12.10 10.52 10.26 10.31 10.00 10.81 11.32 11.07 10.92 9.96 9.03
   NH 05 winter post–entry 10.50 10.26 10.31 10.01 10.80 11.32 11.07 10.92 9.96 9.03 ––
Physical spring transition (day of year) 105 91 72 61 80 112 110 145 112 74 89
Coastal upwelling anomalies (Apr–May) −14 19 −36 2 −12 −34 −27 −55 −14 9 0
Deep water at NH 05 (50 m)
   Temperature (°C) 8.58 7.51 7.62 7.50 7.50 7.76 7.87 7.93 7.91 7.55 7.39
   Salinity 33.50 33.87 33.87 33.86 33.80 33.70 33.67 33.80 33.82 33.88 33.90
Copepod biodiversity (No. species) 5.49 −2.46 −3.03 −0.41 −0.72 1.52 0.57 5.02 3.67 −0.39 −0.53
N. copepod anomalies (log biomass) −1.96 0.088 0.721 0.4899 0.84 −0.08 0.266 −1.78 0.168 0.621 0.87
Biological spring transition (day of year) 240 134  96 130 128 156 145 237 150 89  64
Length of the upwelling season (d) 191 205 208 173 218 168 178 132 194 200 213
June Chinook catches (fish/km) 0.26 1.27 1.04 0.44 0.85 0.63 0.42 0.13 0.69 0.86 2.55
September coho catches (fish/km) 0.11 1.12 1.27 0.47 0.98 0.29 0.07 0.03 0.16 0.15 0.27
 







last modified 01/21/2009
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