nutrient management in everglades agricultural area (eaa) canals
TRANSCRIPT
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Characterization of Physicochemical Properties, Phosphorus Fractions and P Release of the EAA
Canal Sediments
Dr. Jaya Das
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Everglades Agricultural Area
(EAA)
In South Florida - between
Lake Okeechobee and ENP
280,000 ha of organic soils
Sugarcane, vegetables, rice &
sod
Annual 2 billion dollar industry
Introduction
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Drainage
Importance of drainage in EAA
Flat topography
Canals and pumps used irrigate and drain fields
Agricultural drainage water - farm canals – main canals –
ecosystems in the south – Everglades National Park
(ENP)
Drainage water contributes P
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Years of P loading Accumulation of P canal sediments
Sediments as P sink or source
Internal load of P
Sediments can be transported
Can act as P source wherever are transferred
Concern for P limited ecosystem
Justification
Important Questions: What are the P release/retention potential of the sediments?
What are the factors responsible for P release/retention?
What is the extent of P release/retention?
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Experiment - 1
P Release Potential of
Canal Sediments
Experiment - 2
Characterization of
Canal Sediments
Experiment - 3
Equilibrium Phosphorus
Concentration (EPC)
of Canal Sediments
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Experiment 1 – Determination of
Phosphorus Flux from Canal Sediments of the Everglades Agricultural Area
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Miami canal
West Palm Beach canal (WPB)
Ocean canal
Objectives
Identify P release potential of sediments in the
main drainage canals spread across the EAA:
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Water
Sediment
Stopper
Air flow from pumps
Incubation study
Intact sediment cores
Aerobic conditions
Water from 0.007 mg
L-1 to 0.01 mg L-1 P
3 exchanges (28 days
each)
Soluble Reactive P
(SRP)
Materials and Methods
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P Flux
Sediments
Each canal - 4 transects
Each transect - 3 cores
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P Flux
Sediments
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P Flux Calculations
Ct = SRP concentration (mg L-1) at time t days
Ct-1 = SRP concentration (mg L-1) at time t-1 days
VT = The total volume (L) of the water column
A = Column cross sectional area (m2)
P released/retained = (Ct – Ct-1) * Vt
P flux = P released or retained/Cross sectional area
[(Ct – Ct-1) * Vt]/A
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Results
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0
20
40
60
80
100
120
0 1 2 4 7 14 21 28 0 1 2 4 7 14 21 28 0 1 2 4 7 14 21 28
P r
ele
ase (
mg
m-2
)
Time (days)
T1 T2 T3 T4
1st exchange
(0-28 days) 2nd exchange
(29-56 days)
3rd exchange
(57-84 days)
P Release from Miami Canal from Exchanges 1, 2 and 3
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-100
50
200
350
500
650
0 1 2 4 7 14 21 28 29 29 30 32 35 42 49 56 57 57 58 60 63 70 77 84
P r
ele
ased
(m
g m
-2)
Time (days)
T1 T2
T3 T42nd exchange
(29- 56 days)
3rd exchange
(57 - 84 days)
1st exchange
(0-28 days)
Highest P release T2 and T3 ~ total 625 mg m-2 P released
Low P release – T1 & T4 ~ 200 – 325 mg m-2 P released
Cumulative P Release- Miami Canal
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0
10
20
30
40
0 1 2 4 7 14 21 28 0 1 2 4 7 14 21 28 0 1 2 4 7 14 21 28
P r
ele
ase (
mg
m-2
)
Time (days)
T1 T2 T3 T4
1st exchange
(0-28 days)
2nd exchange
(29-56 days)
3rd exchange
(57-84 days)
P Release from WPB Canal from Exchanges 1, 2 and 3
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Cumulative P Release - West Palm Beach Canal
P release in WPB canal < Miami canal
P release in T1, T2 & T3 ~ 110 mg m-2
P release in T4 ~ 35 mg m-2
-25
25
75
125
175
225
0 1 2 4 7 14 21 28 28 29 30 32 35 42 49 56 56 57 58 60 63 70 77 84
P r
ele
ased
(m
g m
-2)
Time (days)
T1 T2
T3 T4
1st exchange
(0-28 days)
2nd exchange
(29- 56 days)
3rd exchange
(57 - 84 days)
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0
10
20
30
40
0 1 2 4 7 14 21 28 0 1 2 4 7 14 21 28 0 1 2 4 7 14 21 28
P r
ele
ase (
mg
m-2
)
Time (days)
T1 T2 T3 T4
1st exchange
(0-28 days)
2nd exchange
(28-56 days)
3rd exchange
(57-84 days)
P Release from Ocean Canal from Exchanges 1, 2 and 3
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Cumulative P Release - Ocean Canal
P release in Ocean canal <P release in Miami canal
Comparable to P release in WPB canal
P release ranges from 75 – 200 mg m2
-25
25
75
125
175
225
0 1 2 4 7 14 21 28 29 29 30 32 35 42 49 56 57 57 58 60 63 70 77 84
P r
ele
as
ed
(m
g m
-2)
Time (days)
T1 T2
T3 T4
2nd exchange
(29-56 days)
3rd exchange
(57-84 days)
1st exchange
(0-28 days)
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Conclusions
P released was much lower in the third exchange
P release from Miami canal > WPB and Ocean canal.
More questions: What are the factors responsible
for P release from EAA canal
sediments?
Canals are potential sources of P to the water column.
Canals can sustain P release over a period of 84 days.
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Experiment 2 - Characterization of the
Sediments of EAA Canals
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Objectives
Determine the factors responsible for P release from
EAA canal sediments by:
Characterize EAA canal sediments
Physicochemical properties
P fractions
Inorganic minerals
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Phosphorus
fractions
Physiochemical
properties:
Total P
%LOI
BD
pH
3 Main canals
Each canal: 4 transects
Each transect: 3 cores
Thermogravimetry
(TG)
X - Ray
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0.1 M NaOH
17 h
0.5 M HCl
24 h
Ashed @ 550oC
6 M HCl digestion
2 h
1 M KCL
HCl Pi
Ca and Mg-P
Residual P
P-recalcitrant organic
compounds/minerals
Sediment
NaOH-Pi
Fe/Al-P
NaOH-Po
Humic Fulvic P
Labile P
Wet sample equivalent of
0.3 g dry weight
Residue
Residue
Residue
Inorganic P Fractionation Scheme
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Results
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Selected Physicochemical Properties of EAA Canal
Sediments
Canal Total P
mg kg-1
BD
g cm-3 %LOI pH
Miami 1430 a 0.26 b 26.1 ns 7.4 b
WPB 1130 a 0.22 b 26.7 7.4 b
Ocean 590 b 0.35 a 24.5 7.9 a
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Sediment P Fractions
0
200
400
600
800
1000
1200
1400
1600
1800
T1 T2 T3 T4 T1 T2 T3 T4 T1 T2 T3 T4
Miami Canal West Palm Beach Canal Ocean Canal
P C
on
cen
trati
on
(m
g k
g -1
)
KCl - P
NaOH - Pi
NaOH - Po
HCl - P
Residue - P
Miami Canal West Palm Beach Canal Ocean Canal
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Sediment P Fractions
HCl-Pi largest P fraction (50-80% of Total P)
Residue-P next big P fraction (10-30% of Total P)
KCl-Pi least P fraction (0.2-2% of Total P)
NaOH-Pi and NaOH-Po (3-8% and 1-6%)
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Canal Transect Feox
mg kg-1
Alox
mg kg-1
Ca
mg kg-1
Mg
mg kg-1
Miami
T1 677 195 26000 1280
T2 661 170 17600 678
T3 906 124 8240 615
T4 606 123 24900 461
WPB
T1 62.6 23 1820 213
T2 489 98 18500 754
T3 971 122 7150 1240
T4 846 123 6530 796
Ocean
T1 385 99.4 22000 644
T2 169 59.9 31600 582
T3 330 122 20800 685
T4 248 59.3 32400 468
Amorphous Fe, Al and Extractable Ca and Mg of Miami, WPB and Ocean Canal Sediments
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Variables Total P KCl-P NaOH-Pi NaOH-Po HCl-Pi Residue-P
P
released
0.41** 0.33ns 0.004ns 0.25ns 0.25ns 0.04ns
BD %LOI pH
-0.28ns 0.29ns -0.30ns
Fe Al Ca Mg
0.64* 0.64 * 0.42 ns 0.47 ns
Correlation of P Release with Sediment Properties
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0
5
10
15
20
25
30
35
40
T1 T2 T3 T4 T1 T2 T3 T4 T1 T2 T3 T4
Miami WPB Ocean
Perc
en
t W
eigh
t L
oss
(%
Wt
loss
)
%Wt loss-OM
%Wt loss-DO
%Wt loss-CA
Sediment Thermogravimetric Analysis
Miami Canal West Palm Beach Canal Ocean Canal
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XRD Analysis – Miami Canal
0
200
400
600
800
1000
1200
1400
0 10 20 30 40 50 60
Inte
nsi
ty (
cou
nts
)
2θ
T1 T2
T3 T4
CA
AR
QZ
ARCA
QZSP
AR
CA
AR
CACA
AR
CA
AR
SP
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Canals Minerals
Calcite Dolomite Aragonite Quartz Sepiolite Smectite Kaolinite Palygorskite
Miami √ √ √ √ √ - - -
WPB √ √ - √ √ √ √ √
Ocean √ √ √ √ √ - - -
XRD Analysis - EAA Main Canals
Different forms of carbonate minerals
Different Aluminosilicate minerals
No detectable P containing minerals
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Conclusions
P release was correlated with total P
P release was correlated with Fe and Al oxides
P fractions, BD, %LOI, pH not correlated with P release
P release involves complex interaction of different
chemical and physical factors
Other factors may be playing important roles generating
variability in P release are the spatial distribution of CaCO3
layers, the presence of shells, resuspension etc.
More questions: What is the extent of P release from EAA canal
sediments?
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Miami Canal
Fe3+-P
KCl-P Ca/Mg-P
Residue-P
NaOH-Po
Aerobic
canal water
Aerobic
Sediment layer
Anaerobic
Sediment
layer
Limestone bedrock
• Reduction of Fe3+-
P in anaerobic layer
• Release of soluble
Fe2+-P along with
• Reprecipitation of
Fe3+-P in the aerobic
layer Pi
Pi
Pi and
DOP
• Possible release of Ca/Mg P by
hydrolysis of organic acids or
• by chelation and release of P
• Microzones of low pH regions
due to respiration by macrophytes
• Mineralization
of organic P
Calcium
carbonate rock
fragments
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KCl-P Ca/Mg-P Residue-P NaOH-Po
Aerobic
sediment layer
Anaerobic
sediment
layer
Limestone bedrock
Aerobic canal
water
•WPB
canal
shallower
than
Miami
canal
•Mean
canal
depth:
13ft
Layers of carbonates -
reduces P release
Fe3+-P
Pi
Pi
Pi and
DOP
WPB Canal
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Aerobic canal
water
KCl-P Ca/Mg-P Residue-P NaOH-Po
• Mechanical
barrier of
shells,
limestone
rocks
reduces P
release
Aerobic sediment
layer
Anaerobic
sediment layer
Limestone bedrock
• Shallower
than both
Miami and
WPB canal
• Mean
depth:
7.5 ft
Fe3+-P
Pi
Pi
Pi and
DOP
Ocean Canal
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Surface cross-section
sediment core from
WPB canal
Surface cross-section
sediment core from
Ocean canal
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Intact cores showing subsurface carbonate
layers from WPB canal
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Experiment 3 - Determination of EPC of EAA Canal Sediments
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Justification
Equilibrium Phosphorus Concentration (EPC)
Extent of internal load
P release when water column P concentration < EPC
P retained when water column P concentration >EPC
No P release/retention at EPC
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Objectives
To determine the EPC values of:
Miami canal
WPB canal
Ocean canal
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Materials and Methods
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P release
Sediments
EPC
5 different exchanges
7 days each
Spike concentrations of
0.007, 0.05, 0.13, 0.27 and
0.35 mg L-1 for exchanges 1,
2, 3, 4 and 5 respectively
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Results
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-50
-40
-30
-20
-10
0
10
20
30
40
50
0 2 4 7 7.5 9 11 14 14.5 16 18 21 21.5 23 25 28 28.5 30 32 35
P r
elea
se (
mg
m-2
)
Time (days)
T1 T2 T3 T4
1st exch. 2nd exch. 5th exch. 3rd exch. 4th exch.
P: 0.007 mg L-1
Days: 0-7 P: 0.05 mg L-1
Days: 7-14
P: 0.13 mg L-1
Days: 14-21
P: 0.27 mg L-1
Days: 21-28
P: 0.35 mg L-1
Days: 28-35
P Release/Retention - Miami Canal
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y = -13.53 x + 1.13 R² = 0.98
-3.5
-3.0
-2.5
-2.0
-1.5
-1.0
-0.5
0.0
0.5
0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35
P r
ele
ase
/ r
ete
nti
on
(m
g m
-2 d
-1)
Spike concentration (mg L-1)
EPCw= 0.12 mg L-1
or 120 ppb
Miami
canal
EPC
(mg L-1 )
T1 0.12
T2 0.16
T3 0.12
T4 0.07
Equilibrium Phosphorus Concentration - Miami Canal (Incubation Experiment)
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EPCw(mg L-1 )
Miami canal WPB canal Ocean canal
T1 0.12 0.05 0.05
T2 0.16 0.09 0.13
T3 0.12 0.08 0.08
T4 0.07 0.02 0.07
Equilibrium Phosphorus Concentration
of EAA Canals
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Miami canal WPB canal Ocean canal
EPCw
(mg L-1)
Water
column
SRP
EPCw
(mg L-1 )
Water
column
SRP
EPCw
(mg L-1 )
Water
column
SRP
T1 0.12 0.03 0.05 0.06 0.05 0.06
T2 0.16 0.03 0.09 0.06 0.13 0.07
T3 0.12 0.03 0.08 0.05 0.08 0.07
T4 0.07 0.05 0.02 0.06 0.07 0.06
Equilibrium Phosphorus Concentration
of EAA Canals: Incubation Experiment)
EPCw from incubation experiment predicts
P release from Miami canal T1, T2 and T3
EPCw ~ SRP in WPB all transects and Ocean canal T1, T3 and T4
P release in Ocean canal T2
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Conclusions
Miami canal and sections of Ocean canal can serve as P source to
the water column
P in EAA canals sourced from both farms as well as by internal
loading
This drainage water is treated for P by the Storm Treatment Areas
(STAs)
The STAs undergo regular rehabilitation to maintain their P
removal capacity
Management practices and regular monitoring in the main
canals particularly in Miami and sections of Ocean canal can help
reduce P load to the STAs
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Overall Conclusions
EAA main canal sediment properties
Ocean canal
- Has higher mineral characteristics
- Higher pH (7.9), BD, lower total P
- Lower P storage 7.1 MT
- Area: 6.89x105 m2.
Miami and WPB canal
- Lower pH (7.4), BD, higher total P
- Higher P storage 175 and 25.4 MT
- Area: 9.45x105 m2, 2.03x106 m2
EAA canal sediment mineralogy
No detectable P containing minerals in EAA canals
Minerals identified were forms of carbonates and aluminosilicates
USGS maps
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P release from EAA main canals
EAA canals can sustain P release over a period 84 days
P release is correlated with total P and amorphous Fe and Al
P fractions did not correlate with P release
This internal P load varied from 0.1 to 0.8 MT
A small fraction of total P load from EAA (129 MT) in 2009
Resuspension can lead to 20 - 30 times more P release
P transport to downstream ecosystems
Canals will continue to transport P to the downstream ecosystem by
either P from farms/P release from canals and transport of
particulates
STAs have to be rehabilitated to maintain their P retention capacity
Overall Conclusions
Management and monitoring at both pre and post STAs are important
Management of EAA main canals can be an important factor in meeting
the 0.01 mg L-1 nutrient criterion
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P
enriched
water
P concentrations
to the STAs (ppb):
STA 1E-182
STA 1W-246
STA 2-122
STA ¾-96
STA 5-254
STA 6-264
STAs function by:
P uptake
Reduction of SRP
Reduction of particulate P
by sedimentation
Out flow P concentrations
from STAs (ppb):
STA 1E-21
STA 1W-26
STA 2-18
STA ¾-13
STA 5-56
STA 6-93
Target concentration-10 ppb
Periodic STAs maintenances
Reduced inflow concentrations to
STAs
Reduced load can enhance STA
performance
Possibly can get outflow
concentrations closer to target
concentrations
Prolong STA longevity
Reduced cost for STA maintainance
STAs
WCAs and
Downstream P Limited
Ecosystems
Farm Canals Lake Okeechobee
Main Canals
Farms
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Co-Advisors Dr. Samira Daroub
Dr. George O’Connor
Committee members
Dr. Willie Harris
Dr. Patrick Inglett
Dr. Ion Ghiviriga
Group members
Dr. Timothy A. Lang
Dr. Manohardeep D. Josan
Dr. Olawale Oladeji
Dr. Jehangir Bhadha
Ms. Viviana Nadal
Ms. Irina Ognevich
Funding Agency
Everglades Agricultural Area-Environmental Protection District(EAA-EPD)
Acknowledgements
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Acknowledgements
Thank you so much: Thais, Ann, Chay, Kathy, Miguel, Rani, Gwen, Joan, Gaurav,
Hardev, Brandy, Sandy, Maria, Franciscka, Eva, David, Gary, Jose,
Amanda and everyone at EREC.
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West Palm Beach Canal
Questions?