Water Quality Modeling used to Inform Operational Decisions for the NYC Water Supply:
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Transcript of Water Quality Modeling used to Inform Operational Decisions for the NYC Water Supply:
Water Quality Modeling used to Inform Operational Decisions for the
NYC Water Supply: A Ten Year Retrospective
Mark S. Zion, Donald C. Pierson,Elliot M. Schneiderman and Adao H. Matonse
New York City Department of Environmental Protection
NYC Watershed/Tifft Science and Technical SymposiumWest Point, New York
September 18-19, 2013
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Introduction
• Over the last decade, DEP has developed and applied an extensive suite of water quality and water system models which are used to analyze turbidity transport in the Catskill System.
• Elevated turbidity can be an issue for the Catskill System of the NYC water supply during and after periods of high streamflow.
• Informed operations during event periods can help to mitigate the impacts of turbidity on the water supply
• This presentation describes the models and illustrates how the models have been applied to help inform operational decisions to maintain high quality water at supply intakes.
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System Description
Kensico
Ashokan Reservoir OptionsD
IVID
ING
WEI
R
EAST BASIN
WESTBASIN
RELEASECHANNELCATSKILL
AQUEDUCT
GATEHOUSE
DIVIDINGWEIRGATE
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Model Description
Kensico
CEQUAL-W2 Two Dimensional Reservoir ModelsAshokan
Esopus Creek
DividingWeir
CatskillAqueduct
ReleaseChannel
Spillway
Catskill Influent
Catskill Effluent
Delaware Effluent
Delaware Influent
• CEQUAL-W2 Models adapted to simulate turbidity transport by Upstate Freshwater Institute (UFI).
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Catskill Influent
Catskill Effluent
Delaware Effluent
Delaware Influent
Model Description
Kensico
Turbidity Profile
CEQUAL-W2 Two Dimensional Reservoir ModelsExample Longitudinal Profiles
Temperature
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E. Br. Delaware R.
Delaware R.
Lackawaxen R.
Mongaup R.
Neversink R.
Lehigh R.
Tohickon Cr.
Musconetong R.
Assunpink Cr.
Crosswicks Cr.
N. Br. Rancocas Cr..Schuylkil l R.
White Clay Cr.
Red Clay Cr.
Tulpehocken Cr.
Jordan Cr.
Dyberry Cr.
W. Br. Lackawaxen R.
Perkiomen Cr.
Maiden Cr.
100
105
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135
140
145
150
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165
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285
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32 0
325
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350 355
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366
37 0
375 380
385390
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430
435
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445 450
455460
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495500
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530
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630635
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710715
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765
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775
780
900
910
991
992
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996
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999
180
195
620
D&R Canal
657
OASIS Model of
Water Supply System andDelaware River Basin
New York City
JeromePk
Stilesv l
Callic oo
Oak landV
Nev rsR iv
Woodbrne
Mon tague
Por tJe rv
MongpRiv
Hawley __
Wils onv l
Bar ryv il
Tocks Is l
Philadel
Sc huy lk l
Dem_5BPA
Read ing_
BlueMrs h
Po tts twn
Berne___
Landingv
L imerick
Grater fd
ChaddsFd
W ilming t
Demd_8DE
MemBridg
New ark __
Wooddale
Demd_8PA
Chester_
Dem_7BNJ
Dem_5APA
Dem_7ANJ
TrentInc
Demd_4NJ
PPle asn tPipe rsv l
Demd_6PA
Glendon_
Wa lnutp t
Be ltzR iv
W hitehv n
Mer rlTrn
MerrlRes
Belv ider
Lehigh R.
D&R -King
WBrLac kw
Prompton
Honesda l
661
706
621
702 703707
701
699
766
761
FEW alte r
Be ltz ResAquas hic
Palme rtn
Sc hneck s
Allen tw n
Hacke tts
Bloomsby
Noc kamix
AssunCrk
Extonv ilLanghorn
Pe mber tn
To r resd l
Pier II_N
Potts v ilCres sona
Tamaqua_
Drehersv
Virg insv
Blu eMRes
Ches trC k
Jadwin__
Dyberry _
767
768
769 771
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676
721711
726
736746
751756
998
Boy dsSplEBrBgSpl
Spil l Nodes
CrD ivSp lM_BraSpl
W_BraSp lCroFlSp l
Titcs SplAmwlkSpl
CrR vrSplMusctSpl
651
EBC rotJn
WJWW_dem
Kn48_dem
Kens _Sp l
WBra_dem
Shaft_11
Shaft_10
CrotJnc 1
CrAq_dem
KH_DelAq KH_CatAq
KnCt_demKnDl_dem
CrotJ nc 2
NC ro_R e l
NC ro_Sp l
RoWB_dem
NwCr_dem
Amaw_dem
Mus c_dem
MBra_dem
Sh aft_9_
Mus cootJW. Br. Delaware R.
Esopus Ck
Wallenpaupack Cr.
MongpR es
Demd_1NY
Demd_1NJ
Demd_1PA
HaleEddy
Down sv il
Harvard_
Fis hEddy
DelBnDiv
Beth lehm
Demd_3PA
Riege ls v
Demd_2PA
Demd_2NJ
Trenton_
Demd_4PA
TT_UpD el
TT_LoDe l
Below Div
Shaft_13
term_599
Shaft_ 17
Scho_Sp l
CrossR vr
Tit icus_
M_B ranch
CrotFall
Amaw alk_
EAs h_Spl
W Ash_Sp l
Allaben_
986
Ron d_Spl
983
Rond_Re l
EBrBogB r
Crot_Div
Ron dout_
993
Sc ho_LLO
WAshokan
EAshokan
Schohari
616
NYork Cty
BQ _Aquif
Hillv iew
898
CannoSp l
897 Pepac Sp l
899
NevrsSpl
Ca nnonsv
NevrsR es
W_Branch
Kens ico_
BoydsC or
Pepac ton
Wallenpa
611As hWas te
Catsk _ In
Shaft_6_Shaft_5A
Che lsea_
CatJunc1
Shaft_4_
RondLoss
Delaware Aqueduct
CatJ_dem
Muscoot_
New_Crot
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MtMar ion
Model DescriptionOASIS system model combined with CEQUAL-W2 Reservoir Models
• OASIS Model used to simulate aqueduct flows and reservoir releases and spills
• Combined OASIS-W2 is backbone of Operations Support Tool (under development)
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Model Development History
• Mid 2000s: W2 models integrated with OASIS system model for analyses of Catskill Turbidity Control Alternatives. (Hazen & Sawyer/Hydrologics/UFI)
• Late 1990s: Two Dimensional water quality models (CEQUAL-W2) developed as part of FAD modeling (UFI).
• Early 2000s: W2 models connected using linked reservoir software (UFI).
• Other Modeling Applications:• Long Term Planning• Recommendations for operating rules• Catskill Turbidity Control Program• Delaware Basin Flexible Flow Management Program (FFMP)• Climate Change Studies
• Mid 2000s: W2 model improvements including use of multiple settling rates for turbidity causing particles, improved resuspension processes and expanded historical time series. (UFI)
• Mid-Late 2000s: OASIS/W2 model used to evaluate alternatives for Catskill Turbidity Control Program. (Hazen & Sawyer/Hydrologics/UFI)
• Late 2000s-Early 2010s: Development of Operations Support Tool (OST) including the integrated OASIS/W2 model along with improved inflow forecasts and data integration. (Hazen & Sawyer/Hydrologics/UFI)
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Reservoir Water Quality Model(CEQUAL-W2)
Meteorologic Input(Temp., RH, Solar Rad) Flows
OASIS Water System Model
Turbidity
Reservoir Storage
Effluent Turbidity
Initial Conditions(Reservoir Water
Temperature/Turbidity Profiles; Reservoir
Storage Levels;Snowpack)
Time Series Input (Forecast)
Initial Conditions (Snapshot)
Model
Results
Model Description – Application Method
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Reservoir Water Quality Model(CEQUAL-W2)
Meteorologic Input(Temp., RH, Solar Rad) Flows
OASIS Water System Model
Turbidity
Reservoir Storage
Effluent Turbidity
Initial Conditions(Reservoir Water
Temperature/Turbidity Profiles; Reservoir
Storage Levels;Snowpack)
Time Series Input (Forecast)
Initial Conditions (Snapshot)
Model
Results
Model Description – Application Method
• Current reservoir water surface elevations
• Limnological surveys• Data from automated
profiles of water column temperature and turbidity
• Snow survey results
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Reservoir Water Quality Model(CEQUAL-W2)
Meteorologic Input(Temp., RH, Solar Rad) Flows
OASIS Water System Model
Turbidity
Reservoir Storage
Effluent Turbidity
Initial Conditions(Reservoir Water
Temperature/Turbidity Profiles; Reservoir
Storage Levels;Snowpack)
Time Series Input (Forecast)
Initial Conditions (Snapshot)
Model
Results
Model Description – Application Method• Forecast based on historical record or weather service analysis• Multiple traces representing many potential future input time
series
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Reservoir Water Quality Model(CEQUAL-W2)
Meteorologic Input(Temp., RH, Solar Rad) Flows
OASIS Water System Model
Turbidity
Reservoir Storage
Effluent Turbidity
Initial Conditions(Reservoir Water
Temperature/Turbidity Profiles; Reservoir
Storage Levels;Snowpack)
Time Series Input (Forecast)
Initial Conditions (Snapshot)
Model
Results
Model Description – Application Method
Multiple time series results representing each of the forecast traces
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Model run for 57 inflow traces based on historical flow and meteorologic record (1948-2004)
Statistics of traces can be translated to cumulative probability function
Model Description – Application MethodExample of Position Analysis
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Modeling Applications History
0
5
10
15
20
2005 2006 2007 2008 2009 2010 2011 2012 2013
# of
Mod
elin
g An
alys
es
Year
0
5
10
15
20
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
# of
Mod
elin
g An
alys
es
Month
Number of Modeling Analyses by Year
Number of Modeling Analyses by Month
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Model Simulations Late February 2010• Large storm at the end of January 2010 filled
the Ashokan Reservoir and elevated turbidity in the West Basin of the reservoir.
• If another large storm event were to occur in late February, the West Basin would spill to the East Basin, creating elevated East Basin turbidity.
• A series of CEQUAL-W2 reservoir model simulations and OASIS system model simulations were performed to understand how the use of the Ashokan release channel reduces the risk of higher turbidity water in the West Basin spilling over the dividing weir and entering the East Basin.
0
4000
8000
12000
16000
1-Jan 31-Jan 2-Mar 1-Apr 1-MayDate - 2010
Flow
(cfs
)
1
10
100
1000
10000
1-Jan 31-Jan 2-Mar 1-Apr 1-MayDate - 2010
Turb
idity
(NTU
)
Esopus Creek Inflow
Esopus Creek Turbidity
Sample Analysis – Ashokan Reservoir
Esopus Creek
DividingWeir
CatskillAqueduct
ReleaseChannel
Spillway
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1
10
100
1000
2-Feb 16-Feb 1-Mar 15-Mar 29-Mar 12-Apr 26-Apr
Date - 2010
East
Bas
in W
ithdr
awl T
urbi
dity
(N
TU)
1
10
100
1000
2-Feb 16-Feb 1-Mar 15-Mar 29-Mar 12-Apr 26-Apr
Date - 2010
East
Bas
in W
ithdr
awl T
urbi
dity
(N
TU)
Model Simulations Late February 2010
0
0.2
0.4
0.6
0.8
1
2-Feb 16-Feb 2-Mar 16-Mar 30-Mar 13-Apr 27-Apr
Date - 2010
Frac
tion
of tr
aces
with
Tu
rbid
ity >
10
NTU
on
or b
efor
e D
ate
Position Analysis Traces
Release Channel = 0 MGD
Release Channel = 350 MGD
Cumulative ProbabilityFraction of Traces with
Turbidity > 10 NTU on or before date
Eas
t Bas
in W
ithdr
aw T
urbi
dity
(NTU
)
Simulation Date - 2010
Simulation Date - 2010Release Channel = 0 MGDRelease Channel = 350 MGD
Probability of turbidity exceeding 10 NTU by end of three month simulation period reduced from near 95% to about 35%
Sample Analysis – Ashokan Reservoir
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0.00
0.20
0.40
0.60
0.80
1.00
2-Feb 16-Feb 2-Mar 16-Mar 30-Mar 13-Apr 27-AprDate - 2010
Frac
tion
of T
race
s w
ith F
irst S
pill
on o
r bef
ore
Dat
e
Model Simulations Late February 2010
Cumulative ProbabilityFirst Date of Spill from West Basin to East
Simulation Date - 2010Release Channel = 0 MGDRelease Channel = 350 MGD
• Using release channel significantly delays and reduces risk of spill from West Basin to East Basin.
• Delay and reduction in spill reduces risks of elevated turbidity in East Basin
• Delay and reduction in West to East Spill also reduces risk and amount of spill from East Basin.
Sample Analysis – Ashokan Reservoir
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Reservoir Water Quality Model(CEQUAL-W2)
Meteorologic Input(Temp., RH, Solar Rad)
Flows Turbidity
Effluent Turbidity
Initial Conditions(Reservoir Water
Temperature/Turbidity Profiles)
Time Series Input (Forecast)
Initial Conditions (Snapshot)
Model
Results
Model Description – Application MethodKensico Sensitivity Model Application
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Reservoir Water Quality Model(CEQUAL-W2)
Meteorologic Input(Temp., RH, Solar Rad)
Flows Turbidity
Effluent Turbidity
Initial Conditions(Reservoir Water
Temperature/Turbidity Profiles)
Time Series Input (Forecast)
Initial Conditions (Snapshot)
Model
Results
Model Description – Application MethodKensico Sensitivity Model Application
• Current reservoir water surface elevations
• Limnological surveys• Data from automated
profiles of water column temperature and turbidity
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Reservoir Water Quality Model(CEQUAL-W2)
Meteorologic Input(Temp., RH, Solar Rad)
Flows Turbidity
Effluent Turbidity
Initial Conditions(Reservoir Water
Temperature/Turbidity Profiles)
Time Series Input (Forecast)
Initial Conditions (Snapshot)
Model
Results
Model Description – Application MethodKensico Sensitivity Model Application
• Forecast based on historical record or weather service analysis• Multiple traces representing many potential future input time
series
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Reservoir Water Quality Model(CEQUAL-W2)
Meteorologic Input(Temp., RH, Solar Rad)
Flows Turbidity
Effluent Turbidity
Initial Conditions(Reservoir Water
Temperature/Turbidity Profiles)
Time Series Input (Forecast)
Initial Conditions (Snapshot)
Model
Results
Model Description – Application MethodKensico Sensitivity Model Application
Prescribed constant time series based on expected turbidity and potential flow rates from upstream reservoirs (via aqueducts)
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Reservoir Water Quality Model(CEQUAL-W2)
Meteorologic Input(Temp., RH, Solar Rad)
Flows Turbidity
Effluent Turbidity
Initial Conditions(Reservoir Water
Temperature/Turbidity Profiles)
Time Series Input (Forecast)
Initial Conditions (Snapshot)
Model
Results
Model Description – Application MethodKensico Sensitivity Model Application
For each combination of fixed turbidity and flow inputs the model produces multiple traces of turbidity results based on the meteorologic input traces
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0
4000
8000
12000
16000
20000
1-Jan 2-Mar 1-May 30-Jun 29-Aug 28-Oct 27-Dec
Flow
(cfs
)
Date - 2010
0
500
1000
1500
2000
2500
1-Jan 2-Mar 1-May 30-Jun 29-Aug 28-Oct 27-Dec
Turb
idity
(NTU
)
Date - 2010
Esopus Creek Inflow
Esopus Creek Turbidity
Catskill Influent
Catskill Effluent
Delaware Effluent
Delaware Influent
• Large event in October produced large input of turbidity to Ashokan Reservoir. There was a large impact on Ashokan diversion turbidity and stop shutters were employed to reduce flow to Kensico Reservoir.
• Kensico 2D reservoir model used to determine effects of elevated turbidity and various Catskill Aqueduct flow rates on Kensico Reservoir effluent.
(20 or 40 NTU)(50, 150 or 250 MGD) (1150, 1050 or
1000 MGD)
(1.5 NTU)
(400 MGD)
(800 MGD)
Sample Kensico AnalysisOctober 2010
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October 2010Simulated Catskill Effluent Turbidity
20 NTU
40 NTU
These runs indicated that if Catskill influent turbidity was above 20 NTU flow rate should be reduced to 150 MGD. If Catskill influent turbidity rises to about 40 NTU for an extended period, then flow should be reduced to about 50 MGD.
Catskill Aqueduct Inflow
0.0
2.5
5.0
7.5
10.0
1-Oct 8-Oct 15-Oct 22-Oct 29-Oct0.0
2.5
5.0
7.5
10.0
1-Oct 8-Oct 15-Oct 22-Oct 29-Oct
0.0
2.5
5.0
7.5
10.0
1-Oct 8-Oct 15-Oct 22-Oct 29-Oct0.0
2.5
5.0
7.5
10.0
1-Oct 8-Oct 15-Oct 22-Oct 29-Oct
CatskillAqueduct Influent Turbidity
150 MGD 250 MGD
0.0
2.5
5.0
7.5
10.0
1-Oct 8-Oct 15-Oct 22-Oct 29-Oct
0.0
2.5
5.0
7.5
10.0
1-Oct 8-Oct 15-Oct 22-Oct 29-Oct
50 MGD
Sample Kensico Analysis
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Conclusions
• Over the last decade DEP has developed and applied an extensive suite of water quality and water system models to analyze turbidity transport within the Catskill System Reservoirs.
• DEP’s water quality models have been effectively used to help inform operational decisions to minimize use of alum and turbidity at water supply intakes.
• Development and application of these models continues under the Operations Support Tool project.