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Application of the MIKE SHE Model to Assess the Hydrology Criteria for Defining Wetlands : Wetland Distribution in Watershed WS80 on the Santee Experimental Forest Zhaohua Dai, Carl C Trettin, Devendra M. Amatya

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Page 1: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Application of the MIKE SHE Model to Assess the

Hydrology Criteria for Defining Wetlands :

Wetland Distribution in Watershed WS80 on the Santee Experimental Forest

Zhaohua Dai, Carl C Trettin, Devendra M. Amatya

Page 2: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Wetland Definition • Vegetation – At least 50% of the vegetation must be

hydrophytic (obligate, facultative).

• Soil – The soil must be hydric (evidence of mottling, organic

matter accumulation or reduced conditions near the surface).

• Hydrology – Water table must be within 30 cm of the surface

for a continuous period of 14+ days during the growing season

in 50% of the years.

Issue: How does the growing season definition affect the hydrology criteria? The normal definition is soil temperature > 5°C; however, for the Atlantic and Gulf Coastal Plain a 365 day growing season is suggested for “areas near the ocean”. (COE 2010)

Page 3: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

How to Assess Changes in the Growing Season Designation on Water Table Depth Criteria?

MIKE SHE

• Physically-based,

distributed;

• Spatially and temporally

explicit;

• Complete terrestrial water

cycle, including 3-D water

movement in saturated

and unsaturated zones, 2-

D water movement of

overland flow, 1-D water

movement in river/stream

flow, and

evapotranspiration (ET).

a) Long-term water table data, preferably along an upland – wetland gradient.

b) Simulation of the water table across a watershed.

Page 4: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Santee Experimental Forest

The study area is the first-order watershed (WS80) on Santee Experimental Forest on the Atlantic Coastal Plain in South Carolina, USA (33.15°N, 79.8°W). WS80 has gauging records since 1969, and long-term water table measurements.

Page 5: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Soils and NWI Wetlands

- All soils on WS80 are hydric (NRCS

criteria);

- Water table depth can be ≤ 30 cm during

the growing season - if the saturated

hydraulic conductivity is <15.24 cm/hr in

any soil layer within a depth of 50 cm.

Soil

Series

Area

(ha)

Fraction

(%)

Hydraulic conductivity (cm/hr)

Min max mean$ Drainage*

Bethera 9.6 6.0 0.15 5.04 1.49 VP

Craven 26.8 16.8 0.50 15.12 4.16 MWD

Goldsboro 13.3 8.3 1.44 50.76 13.63 MWD

Meggett 30.0 18.8 0.50 15.12 5.63 P

Wahee 79.9 50.1 0.50 5.04 1.54 SWP

*Drainage: MWD – Moderately well drained, SWP – Somewhat poorly, P – Poorly, VP – Very Poorly $: The mean hydraulic conductivity is depth weighted

Page 6: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Distribution of Wells on WS80*

Background: Soil distribution on WS80 (SCS, 1980)

Page 7: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

MIKE SHE Calibration and Validation Using Observations of

Water Table Depth across the Watershed and Stream Flow

The calibrated and validated model was employed to simulate daily spatial

water table dynamics in the period from 1950-2007

Page 8: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Observed (O) vs. Simulated (P) Stream Flow

Page 9: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Observed and Simulated Daily Water Table Depth at Well D (Upland)

-2.7

-2.4

-2.1

-1.8

-1.5

-1.2

-0.9

-0.6

-0.3

0.0

0.3

Jan-0

3

Jul-

03

Jan-0

4

Jul-

04

Jan-0

5

Jul-

05

Jan-0

6

Jul-

06

Jan-0

7

Jul-

07

Jan-0

8

Jul-

08

Jan-0

9

Jul-

09

Jan-1

0

Jul-

10

Jan-1

1

Jul-

11

Wate

r ta

ble

dep

th (

m)

Date

MES-WD SIM-WD

30 cm water table level line below the ground surface

E=0.79, ∆WT=3.9 cm on average, ∆WT=mean error

Page 10: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Observed and Simulated Daily Water Table Depth at Well H (Wetland)

-3.3

-3.0

-2.7

-2.4

-2.1

-1.8

-1.5

-1.2

-0.9

-0.6

-0.3

0.0

0.3

Jan

-03

Jul-

03

Jan-0

4

Jul-0

4

Jan-0

5

Jul-0

5

Jan-0

6

Jul-0

6

Jan-0

7

Jul-0

7

Jan-0

8

Jul-0

8

Jan-0

9

Jul-0

9

Jan-1

0

Jul-1

0

Jan-1

1

Jul-1

1

Wate

r ta

ble

dep

th (

m)

Date

MES-WH

SIM-WH

E=0.81, ∆WT=3.5 cm

30 cm water table level line below the ground surface

Page 11: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Observed and Simulated Spatial Water Table Depth at 33 Manual Wells and Two Automatic Wells on Watershed 80

y = 0.964x + 0.003 R² = 0.776

-3.0

-2.5

-2.0

-1.5

-1.0

-0.5

0.0

0.5

1.0

-3 -2.5 -2 -1.5 -1 -0.5 0 0.5

Ob

se

rve

d d

aily w

ate

r ta

ble

(m

)

Predicted daily water table (m)

Observation periods:

1992-1994 (manual, 33 wells)

2003-2005 (manual, 10 wells)

2003-2007 (automatic, 2 wells)

Samples: n = 6644

Mean water table

Observed: -0.64 m

Simulated: -0.67 m

Model performance:

E = 0.77 R2 = 0.78

Page 12: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

How Does the Growing Season Length Affect the Hydrology Criteria?

• The normal criteria is that the growing season is defined the period when soil temperature is > 5 °C at 30 cm depth, or between the median dates of 28 °F air temperature in spring and fall.

– This is typically the period of March -December.

• For the southeastern Coastal plain the COE suggest that the period be 365 days.

Page 13: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

WDR and WHR are regressed WT using the regression models; WDP and WHP are the simulated WT

0

25

50

75

100

125

0 25 50 75 100 125 150 175

Per

cen

tag

e o

f y

ears

Duration of continuous period with water

table depth ≤ 30cm, days

WHR_28F

WHR_365D

WHP_28F

WHP_365D

WHO_28F

WHO_365D

14

days

18

days

Water Table Dynamics from Observations (9 years) and Simulations (57-years)– Wetland Soils

Page 14: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Water Table Dynamics from Observations (9 years) and Simulations (57 years) – Upland Soils

WDR and WHR are regressed WT using the regression models; WDP and WHP are the simulated WT

0

25

50

75

100

125

0 10 20 30 40

Per

cen

tag

e o

f y

ears

Duration of continuous period with water

table depth ≤ 30cm, days

WDR_28F

WDR_365D

WDP_28F

WDP_365D

WDO_28F

WDO_365D

14

days

18

days

Page 15: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Well Transect on WS80 (28F)

0

25

50

75

100

125

0 20 40 60 80 100 120 140

Per

cen

tag

e o

f (5

7)

yea

rs

Duration of continuous period with WTD≤30 cm, days

L1-28F WF_28F L2-28F W21_28F W23_28F

L3-28F WD_28F L4-28F W27_28F WH_28F

Page 16: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Well Transect on WS80 (365D)

0

25

50

75

100

125

0 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150

Per

cen

tag

e o

f (5

7)

yea

rs

Duration of continuous period with WTD≤30 cm, days

L1-365D WF_365D L2-365D W21_365D W23_365D

L3-365D WD_365D L4-365D W27_365D WH_365D

Page 17: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Summary - Well transect

Well No Forest Type1 Soil2 Duration Range3 Mean4 Land Type

Well F Mixed HW Mg 0 - 19 6.6 Upland

Well 21 Mixed HW Mg 9 - 122 45.1 Wetland

Well 23 HW pine Mg 2 - 67 25.4 Wetland

Well D Pine HW Cv 0 - 20 8.8 Upland

Well 27 Pine HW Wa 0 - 20 7.5 Upland

Well H Pine HW Wa 9 - 122 48.3 Wetland

*: All wells were located on the line of the well transect on the last slide. 1: LULC is the current Land Use Land Cover; HW is hardwoods. 2: The soil is occurred on the soil map of Soil Conservation Service (SCS, 1980) 3: Duration Range is the range of the annual longest duration (days) of continuous period with water table ≤30 cm in the 57 years from 1951- 2007 4: Mean is the averaged annual longest duration (days) of continuous period with water table ≤30 cm in the period from 1951-2007

Page 18: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Water Table Level During High Precipitation in Growing Seasons (Changes in WT between 7 days)

08-30-2004 09-05-2004

Page 19: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Water Table Level During High Precipitation in Growing Seasons (Changes in WT between 21 days)

09-19-2004 08-30-2004

Page 20: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Difference in Water Table Level between Wet and Dry periods in Growing Season

08-30-2007 08-30-2004

Page 21: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Water Table Duration by Soil Series Using Simulated WT

0

25

50

75

100

125

0 10 20 30 40 50 60 70 80

Per

cen

tag

e o

f (5

7)

yea

rs

Duration of continuous period with water table depth ≤ 30 cm, days

Cv-28F Go_28F Mg_28F Wa_28F Be_28F

“Upland

soils”

“Wetland soils”

Page 22: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Wetland Fraction in WS80 based on Soils and Water Table Depth Using Two GS Criteria

Criterion

Percent

growing

season

Wetlands

(ha)

Uplands

(ha)

Wetlands

(%)

Uplands

(%)

28°F (-2.2°C) 5.0 110 49 69 31

8.8 96 63 60 40

12.5 62 97 39 61

365 days 5.0 116 43 73 27

8.8 99 60 62 38

12.5 87 72 55 45

Soil Type* 119 40 75 25

NWI 48 111 30 70 *: Very poorly drained soils are located in wetlands, including Bethera loam, Meggett loam and Wahee loam; other soils, located in uplands, are Goldsboro loamy sand and Craven loam with 0-2 percent slopes

Page 23: Application of the MIKE SHE Model to Assess the Hydrology … · 2012. 6. 21. · • Models can be an effective tool to assess the wetland criteria: – The model validation using

Summary • Models can be an effective tool to assess the wetland

criteria: – The model validation using spatial water table depth (4.85 ha

per well on average) showed that MIKE SHE predicted water table depth effectively, thereby providing a sound basis to assess wetland hydrology criteria on a first-order watershed.

• Expanding the growing season to 365 days did not change the wetland distribution in the lower coastal plain of South Carolina: – Both observations and simulations demonstrate that the

difference in cumulative frequency of a high water table (< 30 cm) won’t be affected by the growing season length.

• The NWI underestimates the jurisdictional wetland area in this forested wetland landscape: – The hydrology criteria are diagnostic in the lower coastal plain

where imperfectly-drained soils and facultative vegetation are common.