1
2x more total P lost when broadcasted. 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 Total Phosphorus Load (kg/ha) Control Fall Broadcast Spring Injected 0.0 50.0 100.0 150.0 200.0 250.0 Dissolved P Load (g/ha) No Cover Cover Crop 0.01 0.44 0.67 0.65 0.59 0.43 0.28 0.55 0.12 0.76 0.76 0.65 P-values: 0.0 0.5 1.0 1.5 2.0 2.5 Total P Load (kg/ha) No Cover Cover Crop 0.01 0.01 0.18 0.64 0.68 0.14 0.01 0.21 0.01 0.37 0.73 0.70 P-values: 0 500 1000 1500 2000 2500 3000 3500 Sediment Load (kg/ha) No Cover Cover Crop 0.01 0.01 0.46 0.64 0.73 0.12 0.06 0.14 0.01 0.21 0.66 0.04 P-values: 0 10 20 30 40 50 60 70 80 90 100 0 10 20 30 40 50 60 70 80 90 100 Runoff (mm) Precipitation (mm) Precipitation No Cover Cover Crop Cover Crop and Fertilizer Management to Improve Water Quality David S. Abel, Nathan O. Nelson, Gerard J. Kluitenberg, Kraig L. Roozeboom, Philip L. Barnes Justification Agriculture productions alter aquatic ecosystems when phosphorus fertilizers leave fields through surface runoff. In extreme cases this nutrient rich runoff can cause massive algae blooms that result in hypoxic zones. Understand the effect cover crops and phosphorus fertilizer management has on phosphorus loss. Objective Methods The Kansas Agriculture Watershed study includes 18 watersheds in a corn-soybean rotation approximately 0.5 ha in size. Treatments are arranged in a 2x3 factorial design containing two levels of cover crop and three levels of phosphorus fertilizer management replicated 3 times in a randomized block design. Each watershed is equipped with a 0.46 m H-flume, automated water sampler, and a pressure induced bubbler module to record precise flow data throughout a runoff event. A wet spring in 2015 resulted in 12 runoff events. There were three days in which Ashland Bottoms received over 60 mm of precipitation generating a lot of runoff. Results Conclusions Cover Crop reduced total runoff volume, sediment, total phosphorus, and dissolved phosphorus losses in a conventional-till corn crop. Initial results indicate that including a cover crop in a conventional-till cropping system may be a best management practice for reducing P loss from fall-broadcasted fertilizers. Phosphorus loss was affected by the magnitude of the rain event, the time from phosphorus application, the way phosphorus was applied, and the cropping system. More research over multiple water years is needed in order to better understand these relationships and how they relate to other weather and cropping system factors. Fall broadcast fertilizer Diammonium Phosphate (18-46-0) Spring injected fertilizer Ammonium Polyphosphate (10-34-0) Cover C rop Mix Wheat, rapeseed, hairyvetch The cover crop was planted in November of 2014 following soybean and terminated at corn planting in 2015. Prior to cover crop planting the study was under conventional tillage management. 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 Depth (ft) 301 302 303 304 305 306 Watershed ID 0 50 100 150 200 250 0 200 400 600 800 1000 1200 Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Monthly Precipitation (mm) Cumulative Precipitation (mm) monthly mean 1981-2010 precip. (mm) monthly 2014-2015 precip. (mm) cumulative mean 1981-2010 precip. cumulative 2014-2015 precip. Phosphorus rich runoff from agriculture Phosphorus rich runoff Phosphorus rich runoff Oxygen-deprived Water C A C C B C 0 5 10 15 20 25 30 Control Fall Broadcast Spring Injected Dissolved P Load (g/ha/event) No Cover Cover Crop 17% reduction in runoff with cover crop. 58% reduction in erosion with cover crop. 62% reduction in dissolved P with cover crop. 58% reduction in total P with cover crop. 0 20 40 60 80 100 120 140 160 180 200 Dissolved P Load (g/ha) Control Fall Broadcast Spring Injected 5x more dissolved P lost when broadcasted. Raw flow data from six watersheds during a runoff event on September 10 th B B A NS NS NS NS NS NS NS NS NS NS NS A B B B B A A A B B B B NS NS NS NS NS NS NS NS When analyzed by individual event cover crop significantly impacts runoff prior to 5/26/2015 but the effect does not persist later into the season. Erosion is largely dependent on the intensity and volume of the rain event. There were significant differences in sediment lost between the cover and no cover plots when the events were larger. Since phosphorus binds strongly with the soil particles it is not surprising to see similarities in the amount of sediment lost and the total phosphorus loss. Dissolved phosphorus is the fraction of total phosphorus that is dissolved in the water. Dissolved phosphorus loss is particularly important because it is readily available for algal uptake. Statistical differences in total phosphorus loss among fertilizer treatments were only observed in the first event after fertilizer application. Since the first event also resulted in the largest amount of runoff it is hard to say whether time or event magnitude is the primary cause. Dissolved phosphorus behaved somewhat differently than total phosphorus. There were four events throughout the season, including the first and the last, where significant differences were observed in dissolved phosphorus. 45% reduction in dissolved P with cover crop in the broadcast treatment. Although cover crop played no real role in the spring injected and control treatments it was the main character in the fall broadcast treatment. With more data the benefit cover crops provide to fields where phosphorus fertilizer is broadcast will become more clear. Acknowledgments Runoff Total Suspended Solids Total P Dissolved P Sediment Load Total P Load Dissolved P Load Analysis for main effect utilizing all 12 runoff events Cover 0.0061 0.0053 0.0003 0.1745 <.0001 <.0001 0.0023 Event <.0001 <.0001 <.0001 <.0001 <.0001 <.0001 <.0001 Event*Cover 0.1588 0.0005 <.0001 0.0193 <.0001 <.0001 <.0001 Fertilizer 0.9285 0.8318 0.247 <.0001 0.6464 0.0545 <.0001 Event*Fertilizer 0.9994 0.65 0.1906 <.0001 0.0749 <.0001 <.0001 Analysis for interactions utilizing 5 runoff events. Complete factorial analysis could not be conducted over all events due to missing data. Fertilizer 0.5277 0.4751 0.328 <.0001 0.6414 0.3508 <.0001 Cover 0.0922 0.0127 0.0161 0.0717 0.0218 0.0112 0.0321 Fertilizer*Cover 0.684 0.5124 0.8917 0.0086 0.5949 0.6185 0.002 Event <.0001 <.0001 <.0001 0.0439 <.0001 <.0001 <.0001 Event*Fertilizer 0.9506 0.5052 0.3295 0.0104 0.5864 0.8707 <.0001 Event*Cover 0.94 0.0156 0.1026 0.4862 0.0828 0.1096 0.6277 Event*Fert.*Cover 0.9977 0.3873 0.8713 0.8384 0.5702 0.8815 0.8085 Results from the analysis of variance tests of fixed effects (p-values) for selected water quality related parameters. ANOVA computed by SAS proc mixed using repeated measures analysis, where runoff “event” was the repeated effect.

Cover Crop and Fertilizer Management to Improve Water Quality 2015 Post… · Control Fall Broadcast Spring Injected) No Cover Cover Crop 17% reduction in runoff with cover crop

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Page 1: Cover Crop and Fertilizer Management to Improve Water Quality 2015 Post… · Control Fall Broadcast Spring Injected) No Cover Cover Crop 17% reduction in runoff with cover crop

2xmore total P lost when broadcasted.

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

1.8

Tota

l Ph

osp

ho

rus

Load

(kg

/ha)

Control Fall Broadcast Spring Injected

0.0

50.0

100.0

150.0

200.0

250.0

Dis

solv

ed P

Lo

ad (

g/h

a)

No Cover

Cover Crop

0.01 0.440.67 0.650.59 0.430.28 0.550.12 0.76 0.76 0.65P-values:

0.0

0.5

1.0

1.5

2.0

2.5

Tota

l P L

oad

(kg

/ha)

No Cover

Cover Crop

0.01 0.010.18 0.640.68 0.140.01 0.210.01 0.37 0.73 0.70P-values:

0

500

1000

1500

2000

2500

3000

3500

Sed

imen

t Lo

ad (

kg/h

a)

No Cover

Cover Crop

0.01 0.010.46 0.640.73 0.120.06 0.140.01 0.21 0.66 0.04P-values:

0

10

20

30

40

50

60

70

80

90

100

0

10

20

30

40

50

60

70

80

90

100

Ru

no

ff (

mm

)

Pre

cip

itat

ion

(m

m)

Precipitation No Cover Cover Crop

Cover Crop and Fertilizer Management to

Improve Water QualityDavid S. Abel, Nathan O. Nelson, Gerard J. Kluitenberg, Kraig L. Roozeboom, Philip L. Barnes

JustificationAgriculture productions alter aquatic ecosystems when phosphorus fertilizers leave fields through surface runoff. In extreme cases this nutrient rich runoff can cause massive algae blooms that result in hypoxic zones.

Understand the effect cover crops and phosphorus fertilizer management has on phosphorus loss.

Objective

MethodsThe Kansas Agriculture Watershed study includes 18 watersheds in a corn-soybean rotation approximately 0.5 ha in size. Treatments are arranged in a 2x3 factorial design containing two levels of cover crop and three levels of phosphorus fertilizer management replicated 3 times in a randomized block design.

Each watershed is equipped with a 0.46 m H-flume, automated water sampler, and a pressure induced bubbler module to record precise flow data throughout a runoff event.

A wet spring in 2015 resulted in 12 runoff events. There were three days in which Ashland Bottoms received over 60 mm of precipitation generating a lot of runoff.

Results

Conclusions

• Cover Crop reduced total runoff volume, sediment, total phosphorus, and dissolved phosphorus losses in a conventional-till corn crop.

• Initial results indicate that including a cover crop in a conventional-till cropping system may be a best management practice for reducing P loss from fall-broadcasted fertilizers.

• Phosphorus loss was affected by the magnitude of the rain event, the time from phosphorus application, the way phosphorus was applied, and the cropping system.

• More research over multiple water years is needed in order to better understand these relationships and how they relate to other weather and cropping system factors.

Fall broadcast fertilizerDiammonium Phosphate (18-46-0)

Spring injected fertilizerAmmonium Polyphosphate (10-34-0)

Cover Crop MixWheat, rapeseed, hairyvetch

The cover crop was planted in November of 2014 following soybean and terminated at corn planting in 2015. Prior to cover crop planting the study was under conventional tillage management.

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

Dep

th (

ft)

301 302

303 304

305 306

Watershed ID

0

50

100

150

200

250

0

200

400

600

800

1000

1200

Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct

Mo

nth

ly P

reci

pit

atio

n (

mm

)

Cu

mu

lati

ve P

reci

pit

atio

n (

mm

)

monthly mean 1981-2010 precip. (mm)

monthly 2014-2015 precip. (mm)

cumulative mean 1981-2010 precip.

cumulative 2014-2015 precip.

Phosphorus rich runoff from agriculture

Phosphorus rich runoff

Phosphorus rich runoff

Oxygen-deprived Water

C

A

CC

B

C

0

5

10

15

20

25

30

Control Fall Broadcast Spring Injected

Dis

solv

ed P

Lo

ad (

g/h

a/ev

ent)

No Cover

Cover Crop

17% reduction in runoff with cover crop.

58% reduction in erosion with cover crop.

62% reduction in dissolved P with cover crop.

58% reduction in total P with cover crop.

0

20

40

60

80

100

120

140

160

180

200

Dis

solv

ed P

Lo

ad (

g/h

a)

Control Fall Broadcast Spring Injected

5xmore dissolved P lost when broadcasted.

Raw flow data from six watersheds during a runoff event on September 10th

B

B

A

NSNSNS

NS

NSNS

NSNS

NS

NS

NS

A

B

B

BB

A

A A

BB B BNSNS

NSNS

NSNS

NSNS

When analyzed by individual event cover crop significantly impacts runoff prior to 5/26/2015 but the effect does not persist later into the season.

Erosion is largely dependent on the intensity and volume of the rain event. There were significant differences in sediment lost between the cover and no cover plots when the events were larger.

Since phosphorus binds strongly with the soil particles it is not surprising to see similarities in the amount of sediment lost and the total phosphorus loss.

Dissolved phosphorus is the fraction of total phosphorus that is dissolved in the water. Dissolved phosphorus loss is particularly important because it is readily available for algal uptake.

Statistical differences in total phosphorus loss among fertilizer treatments were only observed in the first event after fertilizer application. Since the first event also resulted in the largest amount of runoff it is hard to say whether time or event magnitude is the primary cause.

Dissolved phosphorus behaved somewhat differently than total phosphorus. There were four events throughout the season, including the first and the last, where significant differences were observed in dissolved phosphorus.

45%reduction in dissolved P with cover crop in the broadcast treatment.

Although cover crop played no real role in the spring injected and control treatments it was the main character in the fall broadcast treatment. With more data the benefit cover crops provide to fields where

phosphorus fertilizer is broadcast will become more clear.

Acknowledgments

RunoffTotal Suspended

SolidsTotal P Dissolved P Sediment Load Total P Load Dissolved P Load

Analysis for main effect utilizing all 12 runoff events

Cover 0.0061 0.0053 0.0003 0.1745 <.0001 <.0001 0.0023

Event <.0001 <.0001 <.0001 <.0001 <.0001 <.0001 <.0001

Event*Cover 0.1588 0.0005 <.0001 0.0193 <.0001 <.0001 <.0001

Fertilizer 0.9285 0.8318 0.247 <.0001 0.6464 0.0545 <.0001

Event*Fertilizer 0.9994 0.65 0.1906 <.0001 0.0749 <.0001 <.0001

Analysis for interactions utilizing 5 runoff events. Complete factorial analysis could not be conducted over all events due to missing data.

Fertilizer 0.5277 0.4751 0.328 <.0001 0.6414 0.3508 <.0001

Cover 0.0922 0.0127 0.0161 0.0717 0.0218 0.0112 0.0321

Fertilizer*Cover 0.684 0.5124 0.8917 0.0086 0.5949 0.6185 0.002

Event <.0001 <.0001 <.0001 0.0439 <.0001 <.0001 <.0001

Event*Fertilizer 0.9506 0.5052 0.3295 0.0104 0.5864 0.8707 <.0001

Event*Cover 0.94 0.0156 0.1026 0.4862 0.0828 0.1096 0.6277

Event*Fert.*Cover 0.9977 0.3873 0.8713 0.8384 0.5702 0.8815 0.8085

Results from the analysis of variance tests of fixed effects (p-values) for selected water quality related parameters. ANOVA computed by SAS proc mixed using repeated measures analysis, where runoff “event” was the repeated effect.