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Page 1: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

An Investigation on the Effects of Climate Change

On Algal Blooms in Lake Champlain

Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum,

Christopher Smith

Page 2: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Problem

• Environmental Stressors induced by climate change– Temperature– Runoff Intensity– Lake Freeze-over

• Change in internal phosphorus loading• Change in species composition of algae

Page 3: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Why?

• Clean Water Act• Primary Productivity• Nutrient Cycling

Page 4: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Objectives

• Asses risk of algal blooms• Identify factors influencing algal blooms• Predict changes in algae species composition,

phosphorus dynamics and bloom periods• Formulate recommendations

Page 5: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

• Phosphorus Sources and Loading• Climate Change• Lake Freeze-over• Stratification and Mixing• Internal Phosphorus• Algal Blooms• Conclusions• Recommendations

Page 6: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Non-Point Source Phosphorus Loading• Main sources of Phosphorus are Agricultural and Developed Land•Typically more P loading from developed acreage than agricultural land

Source: Lake Champlain Basin Program 2005

Page 7: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Detailed Sources of Phosphorus• Relative amount

of Phosphorus loading by source.

• Animal Feeding lots are replaced by Dairy Farms in Lake Champlain Basin

Source: Lake Champlain Basin Program 2005

Page 8: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Agricultural Land Creates Impairment of Aquatic Systems

• Pesticides, Herbicides, and Fertilizer Use• Nutrient Loading

– Nitrogen– Phosphorus

• Sedimentation and Erosion• Natural Ecosystem Land Use Change• Increase in Demand for Water

Page 9: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Agricultural Land Use Increase• Global agricultural land use increase of

18%.

• 2.7-fold increase in phosphorus-driven Eutrophication globally.

• Longer Growing Season Source: Tilman et. al (2001)

Page 10: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Winter Precipitation

(Northeast Climate Impacts Assessment 2007)

Page 11: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Winter Snow Cover Days

(Northeast Climate Impacts Assessment 2007)

Page 12: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Flood Pulse Concept

(Wantzen et al. 2008)

Page 13: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Droughts

(Hayhoe et al. 2006)

Page 14: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Lake Freeze-Over

• Climate change increase air temps. increase water temps. less free-over events

Graph courtesy of Mary Watzin, ENSC 201 course

Page 15: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Changes in Lake Dynamics • Changes in lake

ice effect stratification/ turnover effect internal P loading

Page 16: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Internal Loading

Page 17: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Factors that Influence Internal Loading

Page 18: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

St. Albans Bay: Case study exampleBy: Eric Smeltzer Vermont Department of Environmental Conservation Water Quality Division: 2003

Major Findings 1.Temperature2.Wind Velocities- physical re-suspension3.Bivalves

Temperature

Mineralization

Direct effect on decomposition and release

Indirectly lowers redox potential

Release of reductant soluble P

Inner Bay Regions

Kleeberg 1997 & Jensen 1992

Page 19: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Stratification and Climate change ???

1. An increase in surface water temperatures

2. Increase in temperature in both surface and hypolimnetic waters by same order of magnitude

Page 20: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Stratified Portions of the Lake during summer stratification

Pettersson 2001

Page 21: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Stratified Regions of the Lake; end of Summer P fluxA result of P accumulation in the hypolimnion during summer stratification due to thermocline. 1. Low pH2. Low redox3. Low Dissolved Oxygen

All factors influenced bya.Increase temperature in and biological activity in sediments

Komatsu et al 2007

Page 22: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Its all about the total P in the sediments!

Page 23: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Cyanobacteria

Microcystis aeroginosaSource: Lake Erie Center, University of Toledo

Page 24: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Hazards

• In 2000, three dogs died from drinking lakewater contaminated with cyanobacteria, probably Anabaena.

• Three toxic genera found in Lake Champlain: Microcystis, Anabaena, Aphanizomenon

• Cyanobacteria favored in warming climate.

Page 25: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Source: Jöhnk et al. (2007) Simulation of phytoplankton populations under three sets of physical parameters.

Page 26: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Source: Jöhnk et al. (2007) Schematic of model effects relating environmental parameters to phytoplankton populations.

Page 27: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Source: De Senerpont et al. (2007) Laboratory populations of phytoplankton under three different temperature regimes.

Page 28: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Conclusions• Phosphorus

– Inner Bay Regions: Increase in Water Temp: Increase in Phosphorus Released from Sediments

– Stratified Areas: Longer Periods of Stratification, more release of Phosphorus

– Higher Temps = Larger Epilimnetic Zone. Increasing mineralization, increasing soluble and liable phosphorus

– Earlier ice-out, earlier spring run off = Earlier Phosphorus availability

– Less Freeze over events, increased winter turbidity. Limits Phosphorus binding to sediments in winter months

Page 29: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Conclusions• Algae

– Higher Phosphorus availability from:• Agriculture and Other Non-Point Sources• Higher concentration of liable Phosphorus

– Earlier and Longer Growth Periods• Higher Annual Temperatures• Earlier Ice-out, Spring Run-off and Turnover, Later Fall

Turnover• Longer Growing Season

– Change in Species Composition

Page 30: An Investigation on the Effects of Climate Change On Algal Blooms in Lake Champlain Patricia Brousseau, Lauren Chicote, John Keyes, Jenna Mandelbaum, Christopher.

Recommendations• Promote BMP in Agriculture• Construct Wetlands in Specific Problem Areas in Lake

Champlain• Increase Riparian Buffers in Impaired Waterways• Construct Floating Living Machines as designed by

John Todd to uptake Phosphorus• Create Constant Vertical Turbidity


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