2021-04-28 Spring Diatom Bloom Forecast

The current best estimate of the first spring diatom bloom in the Strait of Georgia is 2021-04-02. That estimate is based on a run of the SOG biophysical model for deep estuaries [1] with the following parameters:

  1. Run start date/time: 2020-09-19
  2. Actual wind, meteorological, and river flow forcing data to 2021-04-27, and historical data from 2010 thereafter

2010 has the median bloom date in an ensemble of SOG runs that use historical wind, meteorological, and river flow data from 1980 through 2010 as future forcing data after 2021-04-27.

Best estimate bounds on the bloom date are:

  • No earlier than 2021-04-02 based on using actual forcing data to 2021-04-27, and data from 2009/2010 thereafter. 2010 has the 5th centile bloom date in the ensemble of SOG runs.
  • No later than 2021-04-02 based on using actual forcing data to 2021-04-27, and data from 2009/2010 thereafter. 2010 has the 95th centile bloom date in the ensemble of SOG runs.

[1] Allen, S. E. and M. A. Wolfe. (2013). Hindcast of the Timing of the Spring Phytoplankton Bloom in the Strait of Georgia, 1968-2010. Progress in Oceanography, volume 115, pp 6-13. https://dx.doi.org/10.1016/j.pocean.2013.05.026

Data Sources

The forcing data used to drive the SOG model is obtained from several sources:

Disclaimer

This site presents output from a research project. Results are not expected to be a robust prediction of the timing of the spring bloom. At this point, we believe such a prediction is not possible before mid-February using any model and this model is not yet tested.

Time Series

Profiles from Median Prediction Profiles from Median Prediction Profiles from Median Prediction

Profiles at 2021-04-27 12:00 from Median Prediction

Profiles from Median Prediction

Bloom Date Evolution

Actual to Ensemble Forcing Transition Date Median 5th Centile Early Bound 95th Centile Late Bound Earliest Ensemble Result Latest Ensemble Result
Bloom Date Ensemble Member Bloom Date Ensemble Member Bloom Date Ensemble Member Bloom Date Ensemble Member Bloom Date Ensemble Member
2021-04-27 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-26 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-25 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-24 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-23 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-22 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-21 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-20 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-19 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-18 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-17 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-16 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-15 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-14 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-13 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-12 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-09 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-08 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-07 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-06 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010 2021-04-02 2010
2021-04-05 2021-04-02 2009 2021-04-02 2009 2021-04-13 1984 2021-04-02 2009 2021-04-13 1984
2021-04-04 2021-04-03 2002 2021-04-02 2009 2021-04-14 1984 2021-04-02 2009 2021-04-14 1984
2021-04-03 2021-04-02 2009 2021-04-02 2009 2021-04-09 2010 2021-04-02 2009 2021-04-14 1981
2021-04-02 2021-04-02 2009 2021-04-02 2009 2021-04-14 1984 2021-04-02 2009 2021-04-14 1984
2021-04-01 2021-04-02 2008 2021-04-01 2000 2021-04-14 1984 2021-04-01 2000 2021-04-14 1984
2021-03-31 2021-04-03 2006 2021-04-01 2004 2021-04-13 2010 2021-04-01 2004 2021-04-14 1981
2021-03-30 2021-04-04 2001 2021-04-01 2004 2021-04-14 1984 2021-04-01 2004 2021-04-14 1984
2021-03-29 2021-04-04 2006 2021-04-01 2000 2021-04-14 1984 2021-04-01 2000 2021-04-14 1984
2021-03-28 2021-04-03 2007 2021-03-31 2000 2021-04-13 2010 2021-03-31 2000 2021-04-14 1981
2021-03-27 2021-03-28 2006 2021-03-28 2006 2021-04-05 2009 2021-03-28 2006 2021-04-13 2010
2021-03-26 2021-03-29 2005 2021-03-27 2004 2021-04-08 1989 2021-03-27 2004 2021-04-13 2010
2021-03-25 2021-03-30 2008 2021-03-27 2003 2021-04-13 2010 2021-03-27 2003 2021-04-14 1981
2021-03-24 2021-03-31 2008 2021-03-26 2000 2021-04-09 1989 2021-03-26 2000 2021-04-13 2010
2021-03-23 2021-03-31 2008 2021-03-25 2000 2021-04-08 1989 2021-03-25 2000 2021-04-13 2010
2021-03-22 2021-03-30 2005 2021-03-25 2000 2021-04-13 2010 2021-03-25 2000 2021-04-14 1981
2021-03-21 2021-03-28 2006 2021-03-24 2002 2021-04-08 1988 2021-03-23 1992 2021-04-13 2010
2021-03-20 2021-03-25 1998 2021-03-22 1992 2021-04-07 1999 2021-03-22 1992 2021-04-08 1988
2021-03-19 2021-03-25 1998 2021-03-22 2010 2021-04-06 1985 2021-03-21 1982 2021-04-08 1988
2021-03-18 2021-03-24 2005 2021-03-20 1990 2021-04-06 2009 2021-03-20 1990 2021-04-08 1988
2021-03-17 2021-03-23 1997 2021-03-19 1998 2021-04-06 2009 2021-03-19 1998 2021-04-08 1988
2021-03-16 2021-03-24 2005 2021-03-19 1998 2021-04-06 2009 2021-03-19 1998 2021-04-08 1988
2021-03-15 2021-03-27 2006 2021-03-19 1998 2021-04-06 2009 2021-03-19 1998 2021-04-08 1988
2021-03-14 2021-03-26 1997 2021-03-19 1998 2021-04-07 2009 2021-03-19 1998 2021-04-08 1988
2021-03-13 2021-03-23 2002 2021-03-17 1991 2021-04-07 2009 2021-03-17 1991 2021-04-08 1988
2021-03-12 2021-03-23 2005 2021-03-17 1992 2021-04-07 2009 2021-03-17 1992 2021-04-08 1988
2021-03-11 2021-03-23 2010 2021-03-17 1992 2021-04-07 2009 2021-03-17 1992 2021-04-08 1988
2021-03-10 2021-03-24 2005 2021-03-17 1992 2021-04-08 1988 2021-03-17 1992 2021-04-13 1999
2021-03-09 2021-03-24 2005 2021-03-17 1992 2021-04-13 2010 2021-03-17 1992 2021-04-13 2010
2021-03-08 2021-03-27 1995 2021-03-17 1985 2021-04-13 2010 2021-03-16 1992 2021-04-13 2010
2021-03-07 2021-03-27 1995 2021-03-17 1985 2021-04-13 1999 2021-03-15 1992 2021-04-14 2010
2021-03-06 2021-03-27 1987 2021-03-16 1985 2021-04-13 1999 2021-03-15 1992 2021-04-14 2010
2021-03-05 2021-03-27 1987 2021-03-16 1985 2021-04-13 1999 2021-03-15 1992 2021-04-14 2010
2021-03-04 2021-03-27 1995 2021-03-16 1985 2021-04-13 1999 2021-03-15 1992 2021-04-14 2010
2021-03-03 2021-03-27 1995 2021-03-16 1985 2021-04-13 2010 2021-03-15 1992 2021-04-13 2010
2021-03-02 2021-03-27 1987 2021-03-17 1985 2021-04-13 2010 2021-03-15 1992 2021-04-13 2010
2021-03-01 2021-03-27 1995 2021-03-17 1996 2021-04-13 2010 2021-03-14 1992 2021-04-13 2010
2021-02-28 2021-03-27 1995 2021-03-17 1996 2021-04-09 1999 2021-03-15 1992 2021-04-14 2010
2021-02-27 2021-03-26 1995 2021-03-16 1996 2021-04-13 2010 2021-03-14 1992 2021-04-13 2010