A Dialogue on Phosphorus Measurements
4/8/2014 Upstate Freshwater Institute 1
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A Dialogue on Phosphorus Measurements 4/8/2014 Upstate Freshwater Institute 1 Outline 1. review of forms of phosphorus (P) 2. triplicate sample performance, Cayuga Lake 2013 study 3. phosphorus fraction comparisons among different
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nomenclature
– soluble reactive P (SRP)
3-—P (not good alternative)
3- actually a small fraction of SRP
– soluble unreactive P (SUP)
wide array of P-containing chemical entities contribute to fractions
– system specific differences and temporal variation reasonable expectations – variations in relative contributions of SRP and SUP to be expected
3-
condensed phosphates
colloidal particles
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selective
– Lean, D.R.S. 1973. Science. 179:678-680 – Fisher, T.R. and Lean, D.R.S. 1992. Can. J. Fish. Aquat. Sci. 49:252-259 – Baldwin, D.S. 1998. Wat. Res. 2265-2270 – Hudson, J.J., Taylor W.D., and Schindler, D.W. 2000. Nature. 406:54-56 – Dodds, W.K. 2003. J. N. Am. Benthol. Soc. 22:171-181 – Hudson, J.J. and Taylor, W.D. 2005. Aquat. Sci. 67:316-325
UFI’s synthesis
– see Introduction of Effler and O’Donnell (2010). Fundam. Appl.
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Turner, B.L., E. Frossard, and D.S. Baldwin. (2005) Organic Phosphorus in the
– various examples of elegant isolations of specific groups
selected articles
– Francko, D.A. and Heath, R.T. 1979. Limnol.
– Cotner, J.B. and Wetzel, R.G. 1992. Limnol.
– Betzen, E. and Taylor, W.D. 1992. Limnol. Oceanogr. 37: 217-231 – Baldwin, D.S. 1998. Wat. Res. 32:2265-2270 – Bjorkman, K.M. and Karl, D.M. 2003. Limnol.
– Stets, E.G. and Cotner, J.B. 2008. Limnol. Oceanogr. 53: 137-147
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3 discrete samples collected over a short time interval combined test of – representativeness of individual samples – laboratory performance not a NELAC requirement conducted in addition to lab QA protocols UFI policy to include – limnological QA – included in Cayuga L. QAPP coefficient of variation (CV=stand. dev. ÷ mean) adopted as a summary statistic acceptable thresholds rarely set – one example, CV ≤ 20% for Onondaga L. Superfund site – some guidance in the literature
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based on UFI’s experience a case of good performance
– low variability
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TDP, and SRP
Salmon Creek
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Count
4 8 12
Count
4 8
CV (%)
4 8 12 16 20
Count
4 8
(a) TP (b) TDP (c) SRP
>20
n=27 mean=10% n=27 mean=10% n=27 mean=8%
10% for TP, biweekly collection for 19 years (supported as appropriate in the peer-reviewed literature)
A.R., Matthews, D.A., Michalenko, E.M., and Hughes, D.J. 2009. Partitioning phosphorus concentrations and loads in tributaries of a recovering urban lake. Lake Reservoir
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note CV higher for SRP because many samples approached detection limit Effler, S.W. and S.M. O’Donnell. 2010. A long-term record of epilimnetic phosphorus patterns in recovering Onondaga Lake, New
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Phosphorus Concentration (µg·L-1) Forms of Phosphorus SRP TDP TP n median CV % n median CV % n median CV % 1-5 157 15.5 56 7.3
83 2.7 263 7.5 49 3.1 20-50 86 1.6 148 6.3 220 3.4 50-100 39 1.0 99 2.8 231 3.1
consistent, good, performance
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Phosphorus Concentration (µg·L-1) Forms of Phosphorus SRP TDP TP n median CV % n median CV % n median CV % 1-5 On.Lk. 157 15.5 56 7.3
9 8.5 5 8.4
90 4.5 144 12.4 1
83 2.7 263 7.5 49 3.1 5-20 Cay. Lk. 2013 2 3.2 11 5.7 16 3.9 5-20 Cay. Lk. 98-06
48 3.2
113 9.6 171 5.2 20-50 On. Lk. 86 1.6 148 6.3 220 3.4 20-50 Cay. Lk. 2013
3.1 99 7.4 50-100 On. Lk. 39 1.0 99 2.8 231 3.1 50-100 Cay. Lk. 2013
6.9
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where : TP = total phosphorus PP = particulate phosphorus TDP = total dissolved phosphorus
where : SRP = soluble reactive phosphorus SUP = soluble unreactive phosphorus
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SRP/TDP (%)
20 40 60 80 100 A-MR 99 Cr-Cross99 M-AngFly99 M-AngFly00 M-Plum99 M-Plum00 M-Stone99 M-Stone00 N-Hunt99 N-Hunt00 N-Kiscot99 N-Kisco00 O-Nm06 O-Nm07 O-Nm08 O-Nm09 O-Nm10 O-Ock06 O-Ock07 O-Ock08 O-Ock09 O-Ock10
NYC WOH NYC EOH
tributaries, averages and variability bars (1 std. dev.) UFI measurements Cayuga tribs not widely different – similar temporal variability
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SRP/TDP (%)
20 40 60 80 100 A-MR 99 Cr-Cross99 M-AngFly99 M-AngFly00 M-Plum99 M-Plum00 M-Stone99 M-Stone00 N-Hunt99 N-Hunt00 N-Kiscot99 N-Kisco00 O-Nm06 O-Nm07 O-Nm08 O-Nm09 O-Nm10 O-Ock06 O-Ock07 O-Ock08 O-Ock09 O-Ock10 Cay-FallCk Cay-CayInlet Cay-Salmon Cay-SixMile Cay-TaughCk
NYC WOH NYC EOH Cayuga Tribs
C-WBDR95 C-WBDR98 AW-ESO97 P-EBDR97 S-Sch98 N-NevR98
PP/TP (%)
20 40 60 80 100 A-MR 99 Cr-Cross99 M-AngFly99 M-AngFly00 M-Plum99 M-Plum00 M-Stone99 M-Stone00 N-Hunt99 N-Hunt00 N-Kiscot99 N-Kisco00 O-Nm06 O-Nm07 O-Nm08 O-Nm09 O-Nm10 O-Ock06 O-Ock07 O-Ock08 O-Ock09 O-Ock10
NYC WOH NYC EOH
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tributaries, averages and variability bars (1 std. dev.) UFI measurements Cayuga tributaries not widely different – similar to sediment-rich Onondaga Lake tributaries – similar temporal variability
C-WBDR95 C-WBDR98 AW-ESO97 P-EBDR97 S-Sch98 N-NevR98
PP/TP (%)
20 40 60 80 100 A-MR 99 Cr-Cross99 M-AngFly99 M-AngFly00 M-Plum99 M-Plum00 M-Stone99 M-Stone00 N-Hunt99 N-Hunt00 N-Kiscot99 N-Kisco00 O-Nm06 O-Nm07 O-Nm08 O-Nm09 O-Nm10 O-Ock06 O-Ock07 O-Ock08 O-Ock09 O-Ock10 Cay-FallCk Cay-CayInlet Cay-Salmon Cay-SixMile Cay-TaughCk
NYC WOH NYC EOH Cayuga Tribs
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ASE-97 ASW-97 PEP-97 RON-97 CAN-95 CAN-98 NEV-98 SCH-98 WBR-98
SUPe/TDPe (%)
20 40 60 80 100
Onondaga Cat/Del EOH
AWR-99 CRR-99 CFR-99 DVR-99 TCR-99 MCR-99 MCR-00 NCR-99 NCR-00 ONL-06 ONL-07 ONL-08 ONL-09 ONL-10 ONL-11 ONL-12 4/8/2014 Upstate Freshwater Institute 22
epilimnion, averages (spring-fall) and variability bars (1 std. dev.) Cayuga Lake 0-4m composite sample (1999 -2006), site LSC8 or site 3 UFI measurements Cayuga Lake generally consistent, SUP dominates
ASE-97 ASW-97 PEP-97 RON-97 CAN-95 CAN-98 NEV-98 SCH-98 WBR-98
SUPe/TDPe (%)
20 40 60 80 100
Onondaga Cat/Del EOH
AWR-99 CRR-99 CFR-99 DVR-99 TCR-99 MCR-99 MCR-00 NCR-99 NCR-00 ONL-06 ONL-07 ONL-08 ONL-09 ONL-10 ONL-11 ONL-12 CAY-99 CAY-00 CAY-01 CAY-02 CAY-03 CAY-04 CAY-05 CAY-06
Cayuga
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ASE-97 ASW-97 PEP-97 RON-97 CAN-95 CAN-98 NEV-98 SCH-98 WBR-98
PPe/TPe (%)
20 40 60 80 100
Onondaga Cat/Del EOH
AWR-99 CRR-99 CFR-99 DVR-99 TCR-99 MCR-99 MCR-00 NCR-99 NCR-00 ONL-06 ONL-07 ONL-08 ONL-09 ONL-10 ONL-11 ONL-12 4/8/2014 Upstate Freshwater Institute 24
epilimnion, averages (spring-fall) and variability bars (1 std. dev.) Cayuga Lake 0-4m composite sample (1999 -2006), site LSC8 or site 3 Cayuga Lake generally consistent
ASE-97 ASW-97 PEP-97 RON-97 CAN-95 CAN-98 NEV-98 SCH-98 WBR-98
PPe/TPe (%)
20 40 60 80 100
Onondaga Cat/Del EOH
AWR-99 CRR-99 CFR-99 DVR-99 TCR-99 MCR-99 MCR-00 NCR-99 NCR-00 ONL-06 ONL-07 ONL-08 ONL-09 ONL-10 ONL-11 ONL-12 CAY-99 CAY-00 CAY-01 CAY-02 CAY-03 CAY-04 CAY-05 CAY-06
Cayuga
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(a) UFI n = 17
% Occurrence
10 20 30 40 50 (b) DEP n = 24
SRP/TDP
0.0 0.2 0.4 0.6 0.8 1.0 10 20 30 40
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(a) UFI n = 271
% Occurrence
10 20 30 40 50 (b) WEP n = 185
SRP/TDP
0.0 0.2 0.4 0.6 0.8 1.0 10 20 30 40
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(b) WEP n = 261
SRP/TDP
0.0 0.2 0.4 0.6 0.8 1.0 5 10 15 20 25 (a) UFI n = 179
% Occurrence
5 10 15 20 25 30
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(b) WEP n = 180
SRP/TDP
0.0 0.2 0.4 0.6 0.8 1.0 5 10 15 20 25 (a) UFI n = 177
% Occurrence
5 10 15 20 25 30
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demonstrated widely as an effective basis of management long-term trends for Onondaga Lake (a UFI product) a good example (Effler and O’Donnell 2010)
TPL (kg·d-1)
100 200 300 400
TPMetro (µgP·L-1)
500 1000 1500
(a)
(µgP·L (µgP·L (µgP·L
TPL TPMetro
70 75 80 85
TPMetro
6 12
87 88 89 90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05 06 07 08 09
decreasing loads (WEP data) severe eutrophy upper mesotrophy
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demonstrated widely as an effective basis of management long-term trends for Onondaga Lake (a UFI product) a good example (Effler and O’Donnell 2010)
TPL (kg·d-1)
100 200 300 400
TPMetro (µgP·L-1)
500 1000 1500
(a) (b)
TPe (µgP·L-1)
50 100 150
(µgP·L (µgP·L
TPL TPMetro
70 75 80 85
TPMetro
6 12
87 88 89 90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05 06 07 08 09
decreasing loads (WEP data) decreasing epilimnetic concentrations severe eutrophy upper mesotrophy
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demonstrated widely as an effective basis of management long-term trends for Onondaga Lake (a UFI product) a good example (Effler and O’Donnell 2010)
TPL (kg·d-1)
100 200 300 400
TPMetro (µgP·L-1)
500 1000 1500
(a) (b) (c)
TPe (µgP·L-1)
50 100 150
(µgP·L SRPe (µgP·L-1)
0.0 12.5 25.0 37.5 50.0
TPL TPMetro
70 75 80 85
TPMetro
6 12
87 88 89 90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05 06 07 08 09
decreasing loads (WEP data) decreasing epilimnetic concentrations shift to distinct P-limitation severe eutrophy upper mesotrophy
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demonstrated widely as an effective basis of management long-term trends for Onondaga Lake (a UFI product) a good example (Effler and O’Donnell 2010)
TPL (kg·d-1)
100 200 300 400
TPMetro (µgP·L-1)
500 1000 1500
(a) (b) (c) (d)
TPe (µgP·L-1)
50 100 150
SUPe (µgP·L-1)
0.0 12.5 25.0 37.5 50.0
% of TDPe
25 50 75 100
SRPe (µgP·L-1)
0.0 12.5 25.0 37.5 50.0
SUPe %SUPe of TDPe TPL TPMetro
70 75 80 85
TPMetro
6 12
87 88 89 90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05 06 07 08 09
decreasing loads (WEP data) decreasing epilimnetic concentrations shift to distinct P-limitation decreases reflect increased enzymatic uptake severe eutrophy upper mesotrophy
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dissolved organic material (DOM) pool
– primary proxy – dissolved organic carbon (DOC) – expected to have associated dissolved
(DOP) - e.g. SUP
hypolimnetic temporal pattern lack of noteworthy trend, consistent 2013
Apr May Jun Jul Aug Sep Oct
SUP/DOC (µgP/mgC)
0.0 0.5 1.0 1.5 2.0 2.5
95 5 90 10 75 25 50 key
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T (°C)
10 20
Depth (m)
20 40 60 80 100 120
P (µgP/L)
5 10 15
DOC (mg/L)
1 2 3 4
T (°C)
0 5 101520
Depth (m)
20 40 60 80 100 120
P (µgP/L)
5 10 15
DOC (mg/L)
1 2 3 4
SRP SUP
and sink processes
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as mass estimates – volumes for depth interval from hypsographic data 𝑛𝑏𝑡𝑡 = 𝑑𝑝𝑜𝑑 𝑛 𝑛3 · 𝑤𝑝𝑚(𝑛3) 𝑢𝑝𝑢𝑏𝑚 𝑛𝑏𝑡𝑡 =
𝑗=1 𝑜
𝑤𝑗 · 𝑑𝑝𝑜𝑑.𝑗 temporal patterns of mass
2013
Apr May Jun Jul Aug Sep Oct
Hypolimnion Mass (mgP)
1e+10 2e+10 3e+10 4e+10
Hypolimnion Mass (gC)
1e+10 2e+10 3e+10 4e+10
SRP SUP DOC
2004 Finger Lakes survey Chl and TP, TDP, PP average measurements, bars are 1
UFI lake data – collected 1/month – May – Sept. 2004 – samples 0-2m composite – laboratory fluorometric Chl Cayuga LSC8 (presently Site 3) – collected 2/month – 2 cases
– samples 0-4m composite – laboratory spectrophotometric Chl
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Chl a (µg/L)
5 10 15 20
TP (µgP/L)
10 20 30
TDP (µg/L)
10 20 30
System
Conesus Hemlock Canadice Honeoye Canandaigua Keuka Seneca Cayuga Cayuga LSC8 CayugaLSCl98-06 Owasco Skaneateles Otisco
PP (µg/L)
10 20 30
TDP (µgP/L)
5 10 15
SUP (µgP/L)
5 10
System
Conesus Hemlock Canadice Honeoye Canandaigua Keuka Seneca Cayuga Cayuga LSC8 CayugaLSC98-06 Owasco Skaneateles Otisco
SRP (µgP/L)
5 10
2004 Finger Lakes survey TDP, SUP, SRP average measurements, bars are 1 std. dev. (temporal variations) UFI lake data – collected 1/month – May – Sept. 2004 – samples 0-2m composite Cayuga LSC8 (presently Site 3) – collected 2/month – 2 cases
samples 0-4m composite
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2004 Finger Lakes survey Chl and SD average measurements, bars are 1
UFI lake data – collected 1/month – May – Sept. 2004 – samples 0-2m composite – Chl fluorometric Cayuga LSC8 (presently Site 3) – collected 2/month – 2 cases
0-4m composite – samples 0-4m composite – Chl spectrophotometric
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Chl a (µg/L)
5 10 15 20
System
Conesus Hemlock Canadice Honeoye Canandaigua Keuka Seneca Cayuga Cayuga LSC8 CayugaLSC98-06 Owasco Skaneateles Otisco
SD (m)
2 4 6 8 10
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years making P measurements: 1980 - 2013 (34 years) years certified by NYS DOH for TP and SRP: 1994 – 2014 (20 years) measurements in the limnological range of interest estimated number of samples analyzed for P: a conservative estimate – TP ~ 31,400 – TDP ~ 13,930 – SRP ~ 20,810 total analyses run > 67,000
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(Cannonsville, Pepacton, Rondout, Neversink, Ashokan, Schoharie, West Branch, Middle Branch, East Branch, Diverting, Titicus, Amawalk, Bog Brook, Cross River, Croton, Muscoot, Boyds Corners, Kensico)
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Process SM 4500 P E & 4500 P b.5 EPA 1978 (365.3) Container acid washed glass
Acid washed pyrex
Filtering 0.45 um membrane 0.45 um membrane Colormetric method ascorbic acid ascorbic acid Filtration immediately after collection, store at 4C, analyze within 48 hrs day of collection
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UFI uses SM 4500 P E & 4500 P b.5
Process SM 4500 P E & 4500 P b.5 EPA 1978 (365.3) Reagents 5N H2SO4 (50 ml) + potassium antimonyl tartrate (PAT) (5 ml) + ammonium molybdate (15 ml) + ascorbic acid (30 ml) = “mixed reagent” (8 mls added to sample) 11 N H2SO4 (1 ml) + PAT + ammonium molybdate (4 ml) + ascorbic acid (2 ml) Reagents added sequentially to sample Sample volume 50 ml 50 ml
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Process SM 4500 P E & 4500 P b.5 EPA 1978 (365.3) Calibration curve(s) Prepared weekly; verified daily Prepared with each run pH adjustment yes Color development 10 minutes 5 minutes Read sample 10 – 30 minutes after adding “mixed reagent” 5 - 60 minutes after sequential addition
Wavelength 880 nm 650 nm (660/880) Glassware cleaning 1:1 Nitric acid 1:1 HCL & all reagents Precision & Bias (DI water) 100 ug/L, 3 labs RSD = 9.1%, RE = 10.0%
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comparison of Methods (Feb 2014) – Standard Methods 18-21; 4500-P E – EPA 1978 Cayuga Lake system samples EPA method consistently reads higher but both methods are relatively close (RPD 4 – 23%) at 15 minutes divergence with time
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a) Inlet 2 4 6 8 Standard Methods EPA 1978 b) Cayuga near LSC
17 19 21 23 c) Salmon Cr
20 40 60 80 100 8 10 12 14
RPD = 23% RPD = 4% RPD = 7%
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a) CCB
0.00 0.25 0.50 b) CCV
20 40 60 80 100
24 25 26 Standard Methods EPA 1978
UFI LOD
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20 40 60 80 100
2 4 6 8 10 Ninemile Cr Onon Cr Ley Cr Onon Lk Marina
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Time after adding mixed reagent (min)
20 40 60 80 100
SRP (g·L-1)
2 4 6 8 10 SM 18-21 4500 PE Ninemile Cr (EPA 1978) Onon Cr (EPA 1978) Ley Cr (EPA 1978) Onon Lk Marina (EPA 1978)
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