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Evaluating Soil Phosphorus and Evaluating Soil Phosphorus and Surface Runoff Phosphorus Surface Runoff Phosphorus Relationships at the Plot and Relationships at the Plot and Watershed Scale Watershed Scale David R. German David R. German Dr. Ronald H. Gelderman Dr. Ronald H. Gelderman James R. Gerwing James R. Gerwing South Dakota State University South Dakota State University Dr. Frank V. Schindler Dr. Frank V. Schindler Southwest Minnesota State University Southwest Minnesota State University

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Page 1: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Evaluating Soil Phosphorus and Evaluating Soil Phosphorus and Surface Runoff Phosphorus Surface Runoff Phosphorus

Relationships at the Plot and Relationships at the Plot and Watershed ScaleWatershed Scale

David R. GermanDavid R. GermanDr. Ronald H. GeldermanDr. Ronald H. Gelderman

James R. GerwingJames R. GerwingSouth Dakota State UniversitySouth Dakota State University

Dr. Frank V. SchindlerDr. Frank V. SchindlerSouthwest Minnesota State UniversitySouthwest Minnesota State University

Page 2: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 3: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 4: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 5: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Sources of N and P to Watershedsin Central United States

(1995 GAO report to U.S. Congress)

Atmosphere Fertilizer Manure Point Source

Nitrogen Phosphorus

Page 6: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Manure applications based on the N needs of a crop results in application of P in excess of what the crop can use

Page 7: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

In Agricultural Phosphorus and Eutropication. USDA-ARS, ARS-149. July 1999. A.N. Sharpley, T. Daniel, T. Sims, J. Lemunyon, R. Stevens, and R. Parry

Page 8: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

In Agricultural Phosphorus and Eutropication. USDA-ARS, ARS-149. July 1999.A.N. Sharpley, T. Daniel, T. Sims, J. Lemunyon, R. Stevens, and R. Parry

Page 9: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Objectives:

• Develop correlation between runoff P and soil test P on select soils of South Dakota using rainfall simulation.

• Relate field runoff to indoor runoff.

Page 10: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Procedures:

• Identify Field Sites• Select Sites ranging

from low to high STP• Use National P

protocol (SERA-17)• Outdoor Rainfall

Simulation• Indoor Rainfall

Simulation

Page 11: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

285

6

210

100

34

Page 12: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 13: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 14: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Moody: Y = 0.0035STP + 0.0687; R2 = 0.93Vienna: Y = 0.0027STP + 0.0772; R2 = 0.94Poinsett: Y = 0.0035STP + 0.1156; R2 = 0.76Kranzburg: Y = 0.0038STP + 0.0055; R2 = 0.77Barnes: Y = 0.0032STP + 0.1155 R2 = 0.76

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

0 50 100 150 200 250 300 350Olsen P (ppm)

TDP

(ppm

)

Vienna Moody Poinsett Kranzburg Barnes

A

Field TDP runoff versus STP

Page 15: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Kranzburg: TDP = 0.0059STP - 0.0725; R2 = 0.97Poinsett: TDP = 0.0046STP + 0.039; R2 = 0.97

Vienna: TDP = 0.0025STP + 0.0695;R2 = 0.96

Barnes: TDP = 0.0039STP + 0.03; R2 = 0.91

0.00

0.20

0.40

0.60

0.80

1.00

1.20

1.40

1.60

0 50 100 150 200 250 300 350

Olsen-P (ppm)

TDP

(ppm

)

Kranzburg Poinsett Vienna Barnes

A

Indoor TDP runoff versus STP

Page 16: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Conclusions:

• As STP increases, the amount of phosphorus dissolved P in runoff also increases.

• The increase is linear over the ranges tested.

• Field runoff highly correlated to indoor runoff.

Page 17: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

P Loss on a Watershed Scale

• Soil test P vs. Runoff P Relationships on a Watershed Scale.

• Can data from field plots predict P in runoff at the watershed scale?

Page 18: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 19: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 20: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Watershed size:

• South = 5.17 acres.

• Middle = 5.53 acres.

• North = 5.6 acres.

Page 21: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 22: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Olsen STP: .5 acre grid

• South = 112 ppm.

• Middle = 83 ppm.

• North = 72 ppm.

Page 23: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 24: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 25: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 26: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 27: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 28: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 29: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 30: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Middle Watershed

0

5

10

15

20

25

30

35

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7

Stage (ft)

Lite

rs/S

econ

d

Page 31: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

North Watershed

0505

20253035

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7

Stage (ft)

Page 32: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

South Watershed

05

101520

253035

4045

0 0.2 0.4 0.6 0.8Stage (ft)

Lite

rs/S

econ

d

Page 33: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Middle Watershed

y = 78.767x2 - 4.8367x + 0.2818R2 = 0.9984

0.1 0.2 0.3 0.4 0.5 0.6 0.7

Stage (ft)

Page 34: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 35: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 36: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 37: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 38: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 39: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

South Watershed8/13/06 Event

-0.08-0.06-0.04-0.02

00.020.040.060.080.1

0.120.140.160.18

2:15:0

0 AM

2:45:0

0 AM

3:15:0

0 AM

3:45:0

0 AM

4:15:0

0 AM

4:45:0

0 AM

5:15:0

0 AM

5:45:0

0 AM

6:15:0

0 AM

6:45:0

0 AM

7:15:0

0 AM

7:45:0

0 AM

8:15:0

0 AM

8:45:0

0 AM

9:15:0

0 AM

9:45:0

0 AM

10:15

:00 AM

10:45

:00 AM

11:15

:00 AM

11:45

:00 AM

12:15

:00 PM

12:45

:00 PM

1:15:0

0 PM

1:45:0

0 PM

2:15:0

0 PM

2:45:0

0 PM

3:15:0

0 PM

3:45:0

0 PM

4:15:0

0 PM

4:45:0

0 PM

5:15:0

0 PM

Sample Date

Stag

e

Page 40: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 41: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Watershed P Rainfall Events

1.71 1.78

0.77

2.74

6.16

1.07

1.17

00.5

11.5

22.5

33.5

44.5

55.5

66.5

3/1/2006 4/1/2006 5/1/2006 6/1/2006 7/1/2006 8/1/2006 9/1/2006

Rainfall Date

Rain

fall

Am

ount

(inc

hes)

Page 42: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 43: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David
Page 44: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Watershed Runoff vs. Seedbed Plot vs. Mature CornAll 2006 Events

1.4

1.81.6

0.20.2

0.3 0.40.30.2

0.0

0.5

1.0

1.5

2.0

North Middle South

ppm

Watershed RunoffAll 2006 EventsSeedbed PlotRunoff 6/28-29/06Mature Corn PlotRunoff 8/22-23/06

Page 45: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Watershed Runoff vs. Seedbed Plot vs. Mature Corn PlotRunoff Event April 28-30, 2006

1.4

2.1

1.1

0.3 0.2 0.40.2 0.3 0.2

0.0

0.5

1.0

1.5

2.0

2.5

North Middle South

ppm

Watershed RunoffApril 28-30, 2006

Seedbed PlotRunoff 6/28-29/06

Mature Corn PlotRunoff 8/28-29/06

Page 46: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Watershed Runoff vs. Seedbed Plot vs. Mature Corn PlotRunoff Event August 13, 2007

0.6

2.0

1.2

0.3 0.2 0.40.2 0.3 0.2

0.0

0.5

1.0

1.5

2.0

2.5

North Middle South

ppm

Watershed RunoffAugust 13, 2006

Seedbed PlotRunoff 6/28-29/06

Mature Corn PlotRunoff 8/22-23/06

Page 47: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Watershed Runoff vs. Seedbed Plot vs. Mature CornRunoff Event September 1-3, 2006

1.41.6 1.7

0.20.3 0.20.20.3

0.2

0.0

0.5

1.0

1.5

2.0

North Middle South

ppm

Watershed RunoffSeptember 1-3, 2006

Seedbed Plot Runoff6/28-29/06

Mature Corn PlotRunoff 8/28-29/06

Page 48: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Watershed Runoff vs. Seedbed Plot vs. Mature CornRunoff Event September 16, 2006

0.0

2.0

1.0

0.20.3 0.2

0.20.3 0.2

0.0

0.5

1.0

1.5

2.0

2.5

North Middle South

ppm

Watershed RunoffSeptember 16, 2006

Seedbed Plot Runoff6/28-29/06

Mature Corn PlotRunoff 8/28-29/06

Page 49: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Total Rainfall

0

1

2

3

4

5

6

7

12:0

0 A

M

1:26

AM

2:52

AM

4:19

AM

5:45

AM

7:12

AM

8:38

AM

10:0

4 A

M

11:3

1 A

M

12:5

7 P

M2:

24 P

M

3:50

PM

5:16

PM

6:43

PM

8:09

PM

9:36

PM

11:0

2 P

M

12:2

8 A

M

1:55

AM

3:21

AM

4:48

AM

6:14

AM

7:40

AM

9:07

AM

10:3

3 A

M

12:0

0 P

M

Inch

es

9/2/069/1/06

Total Rainfall: 6.16 Inches

Page 50: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Rainfall Intensity9/1/06 to 9/2/06

0

0.5

1

1.5

2

2.5

12:0

0 AM

1:26

AM

2:52

AM

4:19

AM

5:45

AM

7:12

AM

8:38

AM

10:0

4 AM

11:3

1 AM

12:5

7 PM

2:24

PM

3:50

PM

5:16

PM

6:43

PM

8:09

PM

9:36

PM

11:0

2 PM

12:2

8 AM

1:55

AM

3:21

AM

4:48

AM

6:14

AM

7:40

AM

9:07

AM

10:3

3 AM

12:0

0 PM

Inch

es p

er H

our

9/1/06 9/2/06

Total Rainfall: 6.16 Inches3.47 Inches

1.49 Inches1.20 Inches

Page 51: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Watershed size (acres) and discharge9/1/06 to 9/7/06

5.17 5.53 5.60

2.25 2.53

1.09

0.001.002.003.004.005.006.00

South Middle North

acresinches of runoff

Page 52: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

South Watershed 9/1-3/06 Runoff Event

00.5

11.5

22.5

33.5

44.5

5

9/1/

06 3

:36

AM9/

1/06

7:1

2AM

9/1/

06 1

0:48

AM9/

1/06

2:2

4PM

9/1/

06 6

:00

PM9/

1/06

9:3

6PM

9/2/

06 1

:12

AM9/

2/06

4:4

8AM

9/2/

06 8

:24

AM9/

2/06

12:

00PM

9/2/

06 3

:36

PM9/

2/06

7:1

2PM

9/2/

06 1

0:48

PM9/

3/06

2:2

4AM

9/3/

06 6

:00

AM9/

3/06

9:3

6AM

9/3/

06 1

:12

PM9/

3/06

4:4

8PM

ppm

0

0.5

1

1.5

2

2.5

3

3.5

4

feet

Tot Dissolved Phos mg/L (ppm) Total Phosphorus mg/L (ppm) Stage

Page 53: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

North Watershed 9/1-3/06 Runoff Event

0

0.5

1

1.5

2

2.5

9/1/

06 3

:36

AM

9/1/

06 7

:12

AM

9/1/

06 1

0:48

AM

9/1/

06 2

:24

PM

9/1/

06 6

:00

PM

9/1/

06 9

:36

PM

9/2/

06 1

:12

AM

9/2/

06 4

:48

AM

9/2/

06 8

:24

AM

9/2/

06 1

2:00

PM

9/2/

06 3

:36

PM

9/2/

06 7

:12

PM

9/2/

06 1

0:48

PM

9/3/

06 2

:24

AM

9/3/

06 6

:00

AM

9/3/

06 9

:36

AM

9/3/

06 1

:12

PM

ppm

00.20.40.60.811.21.41.61.82

feet

Tot Dissolved Phos mg/L (ppm) Total Phosphorus mg/L (ppm) Stage

Page 54: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

TDP flow weighted concentration (ppm)9/1/06 to 9-5/06

1.90

1.461.64

0.23 0.330.15

0

0.5

1

1.5

2

South Middle North

watershed runoffplot runoff

Page 55: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

TDP flow weighted concentration (ppm)9/1/06 first 30 min of runoff

0.86

1.18

0.61

0.230.33

0.15

00.20.40.60.8

11.21.4

South Middle North

watershed runoffplot runoff

Page 56: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Olsen P vs. TDP

R2 = 0.91750.00

0.50

1.00

1.50

2.00

0 50 100 150 200 250

Olsen P

TDP North

South

Middle

Vienna

Page 57: Evaluating Soil Phosphorus and Surface Runoff Phosphorus ... · PDF fileEvaluating Soil Phosphorus and Surface Runoff Phosphorus Relationships at the Plot and Watershed Scale David

Partners:

• SD Agricultural Experiment Station• SD Dept. Environment and Natural Resources• Water Resources Institute• SD Extension Service • SD Beef Industry Council• SD Corn Utilization Council• SD Soybean Utilization Council• East Dakota Water Development District