integrating aquatic nutrient and contaminant simulation...

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Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong Zhang, PhD, PE, Xinzhong Du, PhD, and Billy Johnson, PhD, PE LimnoTech, Environmental Laboratory, ERDC, Vicksburg, MS 2015 SWAT Conference at Purdue University

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Page 1: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Integrating Aquatic Nutrient and

Contaminant Simulation Modules into SWAT

Zhonglong Zhang, PhD, PE, Xinzhong Du, PhD, and Billy Johnson, PhD, PE

LimnoTech, Environmental Laboratory, ERDC,

Vicksburg, MS

2015 SWAT Conference at Purdue University

Page 2: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Outline

“Plug in” water quality modules

Aquatic nutrient simulation module

Aquatic contaminant simulation module

Integrating NSM and CSM into SWAT

Model verification and evaluation

Page 3: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Hydrologic and hydraulic models

• HEC-RAS

• HEC-HMS

• GSSHA

“Plug in” water quality modules

• Temperature

• Nutrients

• Contaminants

• Mercury

Dynamic linked library (dll)

Water Quality Modules

Page 4: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Water Quality Modules

Page 5: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

HEC-RAS (River Analysis System)

HEC-RAS, Version 4.2:

• Performs 1D hydraulic

calculations for a full

network of natural and

constructed channels

• Sediment transport

• Dimension: longitudinal

HEC-RAS Version 5.0

• Adds support for 2D

hydraulic modeling

• Dimensions: longitudinal

and lateral

• 1D Water quality

modeling (temperature,

nutrients, contaminants)

Page 6: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

HEC-HMS (Hydrologic Modeling

System)HEC-HMS simulates the

complete hydrologic

processes of dendritic

watershed systems

Capabilities:

• Event infiltration

• Unit hydrographs

• Hydrologic routing

• Evapotranspiration

• Snowmelt

• Soil moisture accounting

• Gridded runoff simulation

• Sediment transport

• Reach water quality (NSM)

Page 7: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Nutrient Simulation Module I (NSMI)

Page 8: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Nutrient Simulation Module I (NSMI)

State variables (16)

• Algae (phytoplankton, benthic)

• Nitrogen (OrgN, NH4, NO3)

• Phosphorous (OrgP, TIP)

• Carbon (POC, DOC, DIC)

• Organic matter (POM, POM2)

• CBOD

• DO

• Alkalinity

• Pathogen

Derived variables

• Algal biomass

• TON, TKN, TN, DIP, TOP, TP, TOC, CBOD5

• Light attenuation, oxygen reaeration rate, pH

Page 9: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

SWAT- NSMI

Page 10: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Contaminant Simulation Module

(CSM)

Page 11: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Contaminant Simulation Module

(CSM) Multi-media kinetics

• Water column

• Underlying sediment layer

Multiple phase partitioning (equilibrium and non-equilibrium)• Water

• DOC (Dissolved Organic Carbon)

• Algae

• Organic matter

• Inorganic solids

Eight (8) biochemical transformation processes• Ionization (5 species)

• Degradation

• Hydrolysis

• Photolysis (Photodegradation)

• Volatilization

• User-defined extra reaction (second-order)

• Transformations and daughter products

Page 12: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

SWAT - CSM

Page 13: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Model Testing and Verification -

Proof of Concept

Page 14: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Nutrient Model Testing and

Verification - Proof of Concept

0

200

400

600

800

1000

1200

kg

/day

Nitrate (NO3)NO3_SWAT

NO3_NSM

Page 15: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Nutrient Model Testing and

Verification - Proof of Concept

0

200

400

600

800

1000

1200

kg

/day

Dissolved Inorganic Phosphorous

SOLP_SWAT

DIP_NSM

Page 16: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Nutrient Model Testing and

Verification - Proof of Concept

0

500

1000

1500

2000

2500

kg

/day

Chlorophyll-a (chla)

Chla_SWAT

Ap_NSM

Page 17: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Contaminant Model Testing and

Verification - Proof of Concept

0

20000

40000

60000

80000

100000

120000

140000

160000

180000

1/1/1993 7/20/1993 2/5/1994 8/24/1994 3/12/1995 9/28/1995 4/15/1996 11/1/1996 5/20/1997 12/6/1997

mg

/da

y

Total Pesticide

SWAT-Pesticide

CSM-CT

Page 18: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Contaminant Model Testing and

Verification - Proof of Concept

0

20

40

60

80

100

120

1/1/1993 7/20/1993 2/5/1994 8/24/1994 3/12/1995 9/28/1995 4/15/1996 11/1/1996 5/20/1997 12/6/1997

mg

/da

y

Dissolved PesticideSWAT-Pesticide

CSM-Cd

Page 19: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Model Testing and Verification –

Callaguas Creek Watershed

Page 20: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Summary

NSM and CSM has been integrated into SWAT• Further testing and verification

• Refining model linkage

The applicability of the SWAT-NSM/CSM model

needs to be further validated/evaluated directly

against field data sets. • Callugaes Creek watershed

Documentation (report, paper).

Page 21: Integrating Aquatic Nutrient and Contaminant Simulation ...swat.tamu.edu/media/115037/k2_3_zhang.pdf · Integrating Aquatic Nutrient and Contaminant Simulation Modules into SWAT Zhonglong

Questions/Comments