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Developing a Framework to Advance Statewide Phosphorus Reduction Credits for Leaf Collection
Leaf Collection to Reduce Phosphorus
• Agricultural and urban sources of phosphorus are targeted in the Adaptive Management plan for Rock River TMDL
• Structural practices alone may not be enough
• Leaf collection identified as reasonable measure to reduce Total P delivered to lakes
• Are some leaf collection practices better than others?
Source: Rock River Coalition
2. Develop criteria to rapidlyassess effectiveness of differentleaf collection practices usingfield survey techniques
3. Advance ability to modelP load in urban watersheds and response to management
Study Objectives
1. Collect water-quality samples from a control and test basin to determine if removing leaves will result in detectablechanges in phosphorus [“book end approach”]
All L
eave
s St
ay
All L
eave
s G
one
Study BasinSource Area Control Test
Area (acres) 15.9 3.0
Streets 17% 19%
Driveways 6% 4%
Roofs 17% 19%
Sidewalks 5% 3%
Lawns/Open 55% 54%
Other Impervious <1% 0%
Tree Cover 45% 68%
Control Test
USGS Monitoring Location
Paired Basin Study Design
0
0.5
1
1.5
2
2.5
3
3.5
April May June July August September October November
Mea
n To
tal P
hosp
horu
s Con
cent
ratio
n, in
mg/
l
Mean total phosphorus concentration during the calibration period in which there wasno leaf collection or street cleaning
Control (2013-2015)
Test (2013-2014)
April May June-Aug Sept Oct Nov
Photo Credit: USGS
Leaf Management Practices
Variables that influence EOP nutrient load:
Photo Credit: USGSPhoto Credit: USGS
• leaf collection method • street cleaning technology • frequency
0
0.5
1
1.5
2
2.5
3
3.5
April May June July August September October NovemberMea
n To
tal P
hosp
horu
s Con
cent
ratio
n, in
mg/
l
Mean total phosphorus concentration during the calibration period compared to the treatment period in which there was weekly leaf collection and/or street cleaning
Control (2013-2015)
Test (2013-2014)
Test (Treatment 2015)
Photo Credit: USGS
Seasonal Total Phosphorus Yield as a Percent of the 2015 Annual Yield (winter excluded)
Spring14%
Summer30%
Fall56%
Control (do nothing)
Spring22%
Summer62%
Fall16%
Test (do everything)
Paired Basin Results for Nutrient Load (Log), in grams
Phosphorus Reduction Credits
Madison SOP = 3-4 times/season
City of Madison – Leaf Collection plus Sweeping“Madison SOP, SOP+, and Vacuum-Mulch”
HIGH TREE CANOPYLeaf Collection Street Cleaning
Method Frequency Method Frequency Year Completed Title
Transfer Weekly Mechanical/blower Pre-event 2015 Upper Maximal
Transfer 3-4x Mechanical 3-4x 2016 Madison SOP
Transfer 3-4x Regenerative Air Weekly 2017 Madison SOP+
Vacuum Weekly Regenerative Air Weekly 2017 Vacuum Mulch
Transfer 3-4x None -- 2018 Leaf piles only
Vacuum 3-4x Regenerative Air weekly 2018 Madison SOP+
MEDIUM TREE CANOPYLeaf Collection Street Cleaning
Method Frequency Method Frequency Year Completed Title
Transfer 3-4x Mechanical 3-4x 2018 Madison SOP
Vacuum Weekly Mechanical Weekly 2019 Fond du Lac
Vacuum Weekly Regenerative Air Weekly 2019 Oshkosh
Preliminary Information – Subject to Revision. Not for Citation or Distribution
Change in Phosphorus Load
0
10
20
30
40
50
60
70
80
90
Max SOP+2018
SOP+2017
Vac SOP(HC)
Pilesonly
SOP(MC)
Perc
ent R
educ
tion
Total Phosphorus
Not
sta
tistic
ally
sig
nific
ant
Not
sta
tistic
ally
sig
nific
ant
0
10
20
30
40
50
60
70
80
90
Max SOP+2018
SOP+2017
Vac SOP(HC)
Pilesonly
SOP(MC)
Perc
ent R
educ
tion
Dissolved Phosphorus
Not
sta
tistic
ally
sig
nific
ant
95% Significance
90% Significance
85% Significance
80% Significance
Preliminary Information – Subject to Revision. Not for Citation or Distribution
Change in Nitrogen Load
Not
sta
tistic
ally
sig
nific
ant
Not
sta
tistic
ally
sig
nific
ant
Not
sta
tistic
ally
sig
nific
ant
-100
-80
-60
-40
-20
0
20
40
60
80
100
Max SOP+2018
SOP+2017
Vac SOP(HC)
Pilesonly
SOP(MC)
Perc
ent R
educ
tion
Total Nitrogen
-100
-80
-60
-40
-20
0
20
40
60
80
100
Max SOP+2018
SOP+2017
Vac SOP(HC)
Pilesonly
SOP(MC)
Perc
ent R
educ
tion
Dissolved Nitrogen
Not
sta
tistic
ally
sig
nific
ant
Not
sta
tistic
ally
sig
nific
ant
Not
sta
tistic
ally
sig
nific
ant
Not
sta
tistic
ally
sig
nific
ant
Not
sta
tistic
ally
sig
nific
ant
Not
sta
tistic
ally
sig
nific
ant
95% Significance
90% Significance
85% Significance
80% Significance
Preliminary Information – Subject to Revision. Not for Citation or Distribution
Estimating Phosphorus Load from Leaf Mass on Streets
CategoryAverage Net Weight, lbs.
(80 ft frontage)Lbs. of Leaves Per
Foot of curb
1 5 0.05
2 10 0.13
3 16 0.20
4 25 0.35
1 2 3 4
Preliminary Information – Subject to Revision. Not for Citation or Distribution
Estimating Leachable Phosphorus in Leaves - 2016
0
100
200
300
400
500
600
700
0 50,000 100,000 150,000 200,000 250,000 300,000 350,000
Mea
sure
d TD
P (g
) -Ad
just
ed
Estimated Leaf Mass (g)
Yellowstone
0
20
40
60
80
100
120
140
0 50000 100000 150000 200000 250000
Mea
sure
d TD
P (g
) -Ad
just
ed
Estimated Leaf Mass (g)
Odana
Preliminary Information – Subject to Revision. Not for Citation or Distribution
Ash VS Maple
• On average, Maple leach 18.6 % more TP and 31.3% TDP compare to Ash.
• Before and during 24hr leaching period: Crushed > Intact
• After 48hr leaching period: Crushed < Intact
• At 48hr leachable P amount: TP(intact) > TDP(intact) > TP (crushed) >TDP (crushed)
Preliminary Information – Subject to Revision. Not for Citation or Distribution
Estimate of TDP at Odana
0
20
40
60
80
100
120
140
160
0 50000 100000 150000 200000 250000
Mea
sure
d TD
P (g
) -Ad
just
ed
Estimated Leaf Mass (g)
2016
Proportional 2016
Linear (2016)
Linear (Proportional 2016)
Preliminary Information – Subject to Revision. Not for Citation or Distribution
Estimate of TDP at Yellowstone
0
100
200
300
400
500
600
700
0 50,000 100,000 150,000 200,000 250,000 300,000 350,000
Mea
sure
d TD
P (g
) -Ad
just
ed
Estimated Leaf Mass (g)
2016
2017
Proportional 2016
Proportional 2017
Linear (2016)
Linear (2017)
Linear (Proportional 2016)
Linear (Proportional 2017)
Preliminary Information – Subject to Revision. Not for Citation or Distribution
Next Steps…
• Evaluate the importance of collecting leaf piles – are clean streets more important?
• Evaluate influence of canopy - medium vs. high
• Develop algorithms to predict phosphorus in stormwater• WinSLAMM
Photo Credit: USGS