bacteria trends at marine beaches in washington state 2003-2014 · from memorial day through labor...

1
Bacteria Trends at Marine Beaches in Washington State 2003-2014 Debby Sargeant and Julianne Ruffner, Washington State BEACH Program Washington State Departments of Ecology and Health, Olympia, WA March 2016 https ://fortress.wa.gov/ecy/publications/SummaryPages/1603013.html The Washington State Beach Environment, Assessment, Communication, and Health (BEACH) Program is an ongoing monitoring and notification program that ensures saltwater beaches are healthy to swim and play in. From Memorial Day through Labor Day, popular saltwater beaches are tested for Enterococci bacteria. When bacteria levels are high, the public is notified through signage and social media. The BEACH Program began as a pilot project in 2003. Since then, from 46 to 78 saltwater beaches have been sampled every year by local health departments, tribes, and volunteers. This includes 50 core beaches that are the highest-use and highest-risk beaches. Data from these core beaches were analyzed for trends to determine if bacterial water quality has significantly changed since the start of the BEACH Program. Results of the Regional Kendall test for trend showed no trend, either increasing or decreasing in bacteria levels at Washington core beaches. The goal of this work was to investigate approaches for determining bacteria trends at core beaches. There were two goals for data analysis: Determine if there was any change in bacterial water quality at Washington saltwater beaches as a group. Determine if there were any changes in bacterial water quality at individual core beaches. Trend analysis was conducted using the geometric mean (GM) and estimated 90 th percentile Enterococci values for the beach season (Memorial through Labor Day sampling). A Regional Kendall test for trend was used to determine if bacterial water quality at core beaches as a group has changed from 2003–2014. This test looks at trends across a region (Puget Sound and coastal core beaches) that are composed of multiple sample sites. To determine changes over time at individual core beaches, correlation analysis (Spearman’s rho) was conducted using the seasonal GM and 90 th percentile Enterococci data. The statistical package R was used to compute both statistics (R Development Core Team, 2008). Background Data Analysis Overall Results Individual Beach Results Several core beaches did show increasing or decreasing changes in the geometric mean and/or 90 th percentile bacteria levels over time. The results of the correlation analysis, beaches with increasing and decreasing bacteria trends are presented below. 2003-2014 Regional Kendall Trend Results for Seasonal Geometric Mean Bacteria Levels at Core Beaches. Puget Sound and Coastal Core Beach Sites GM BAV 90th% Geometric Means by Year 90th Percentiles by Year Yellow Highlighting Indicates Threshold Exceedance Line Height = 1.28*Std Dev Dashed Lines Indicate Threshold Values: 10 35 104 276 1000 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 Year # enterococci/100 mL Explanation / Example GM BAV 90th% 5 10 35 104 276 1000 3000 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 Year # enterococci/100 mL Bayview State Park Skagit County WA211931 GM BAV 90th% 5 10 35 104 276 1000 3000 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 Year # enterococci/100 mL Freeland County Park / Holmes Harbor Island County WA600271 Increasing bacteria levels over time were seen at Bayview State Park beach, Freeland County Park beach, and Dash Point Metro Park beach (see figures above). During the swim season (Memorial Day through Labor Day) Bayview State Park beach and Freeland County Park beach have numerous swimming closures and advisories, due to high bacteria levels. While there is a trend toward increasing bacteria levels at Dash Point Metro Park, this beach generally meets swim criteria. Beach Years Sampled Statistic Trend Correlation Coefficient Bayview State Park (Skagit County) 11 Geo Mean 0.76 p<0.01 90 th %tile 0.73 p=0.02 Dash Point Metro Park (Pierce County) 8 Geo Mean 0.71 p=0.06 90 th %tile 0.76 p=0.04 Freeland County Park (Island County) 12 Geo Mean 0.62 p=0.04 90 th %tile 0.69 p=0.02 Richey Viewpoint (King County) 7 Geo Mean -0.86 p=0.02 90 th %tile -0.86 p=0.02 Howarth Park Beach (Snohomish County) 11 Geo Mean -0.74 p=0.01 90 th %tile -0.43 p=0.19 This poster was presented at the “2016 Recreational Waters Conference,” April 12-15, New Orleans, LA.

Upload: others

Post on 12-Oct-2020

1 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Bacteria Trends at Marine Beaches in Washington State 2003-2014 · From Memorial Day through Labor Day, popular saltwater beaches are tested for Enterococci bacteria. When bacteria

Bacteria Trends at Marine Beaches in Washington State 2003-2014Debby Sargeant and Julianne Ruffner, Washington State BEACH Program

Washington State Departments of Ecology and Health, Olympia, WAMarch 2016 https://fortress.wa.gov/ecy/publications/SummaryPages/1603013.html

The Washington State Beach Environment, Assessment, Communication, and Health (BEACH) Program is an ongoing monitoring and notification program that ensures saltwater beaches are healthy to swim and play in. From Memorial Day through Labor Day, popular saltwater beaches are tested for Enterococci bacteria. When bacteria levels are high, the public is notified through signage and social media.

The BEACH Program began as a pilot project in 2003. Since then, from 46 to 78 saltwater beaches have been sampled every year by local health departments, tribes, and volunteers. This includes 50 core beaches that are the highest-use and highest-risk beaches. Data from these core beaches were analyzed for trends to determine if bacterial water quality has significantly changed since the start of the BEACH Program.

Results of the Regional Kendall test for trend showed no trend, either increasing or decreasing in bacteria levels at Washington core beaches.

The goal of this work was to investigate approaches for determining bacteria trends at core beaches.

There were two goals for data analysis: • Determine if there was any change in bacterial water quality at Washington

saltwater beaches as a group. • Determine if there were any changes in bacterial water quality at individual core

beaches.

Trend analysis was conducted using the geometric mean (GM) and estimated 90th

percentile Enterococci values for the beach season (Memorial through Labor Day sampling). A Regional Kendall test for trend was used to determine if bacterial water quality at core beaches as a group has changed from 2003–2014. This test looks at trends across a region (Puget Sound and coastal core beaches) that are composed of multiple sample sites. To determine changes over time at individual core beaches, correlation analysis (Spearman’s rho) was conducted using the seasonal GM and 90th percentile Enterococci data. The statistical package R was used to compute both statistics (R Development Core Team, 2008).

Background Data Analysis

Overall Results

Individual Beach ResultsSeveral core beaches did show increasing or decreasing changes in the geometric mean and/or 90th percentile bacteria levels over time. The results of the correlation analysis, beaches with increasing and decreasing bacteria trends are presented below.

2003-2014 Regional Kendall Trend Results for Seasonal Geometric Mean Bacteria Levels at Core Beaches.

Puget Sound and Coastal Core Beach

Sites

GM

BAV

90th%

Geometric Means by Year

90th Percentiles by Year

Yellow Highlighting Indicates Threshold Exceedance

Line Height = 1.28*Std Dev

Dashed Lines Indicate Threshold Values:

10

35

104

276

1000

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

Year

# en

tero

cocc

i/100

mL

Explanation / Example

GM

BAV

90th%

5

10

35

104

276

1000

3000

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

Year

# ente

roco

cci/1

00 m

L

Bayview State ParkSkagit County

WA211931

GM

BAV

90th%

5

10

35

104

276

1000

3000

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

Year

# ente

rococ

ci/10

0 mL

Freeland County Park / Holmes HarborIsland CountyWA600271

Increasing bacteria levels over time were seen at Bayview State Park beach, Freeland County Park beach, and Dash Point Metro Park beach (see figures above). During the swim season (Memorial Day through Labor Day) Bayview State Park beach and Freeland County Park beach have numerous swimming closures and advisories, due to high bacteria levels. While there is a trend toward increasing bacteria levels at Dash Point Metro Park, this beach generally meets swim criteria.

Beach Years Sampled

Statistic Trend Correlation Coefficient

Bayview State Park(Skagit County)

11 Geo Mean ↑ 0.76 p<0.0190th %tile ↑ 0.73 p=0.02

Dash Point Metro Park(Pierce County)

8 Geo Mean ↔ 0.71 p=0.0690th %tile ↑ 0.76 p=0.04

Freeland County Park(Island County)

12 Geo Mean ↑ 0.62 p=0.0490th %tile ↑ 0.69 p=0.02

Richey Viewpoint(King County)

7 Geo Mean ↓ -0.86 p=0.0290th %tile ↓ -0.86 p=0.02

Howarth Park Beach(Snohomish County)

11 Geo Mean ↓ -0.74 p=0.0190th %tile ↔ -0.43 p=0.19

This poster was presented at the “2016 Recreational Waters Conference,” April 12-15, New Orleans, LA.