Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R....

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Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie, M. Stone, H. Zhang, B. Raun

Transcript of Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R....

Page 1: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization

Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization

K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie, M. Stone, H. Zhang, B. Raun

K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie, M. Stone, H. Zhang, B. Raun

Page 2: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

ReviewReview

Pre-sidedress nitrate test (PSNT) was an extension of preplant nitrate tests, in-season soil nitrate analysis was used to refine topdress rates (Bundy and Andraski, 1995).

Predicting N mineralized from soil organic matter could lead to improved N fertilizer recommendations (Cabrera and Kissel, 1988).

Mulvaney et al. (2001) found that the concentration of amino sugar N was highly correlated with check-plot yields and fertilizer N response.

Temporal variability strongly influences N supplied by soil organic matter and the demand for in-season N

Pre-sidedress nitrate test (PSNT) was an extension of preplant nitrate tests, in-season soil nitrate analysis was used to refine topdress rates (Bundy and Andraski, 1995).

Predicting N mineralized from soil organic matter could lead to improved N fertilizer recommendations (Cabrera and Kissel, 1988).

Mulvaney et al. (2001) found that the concentration of amino sugar N was highly correlated with check-plot yields and fertilizer N response.

Temporal variability strongly influences N supplied by soil organic matter and the demand for in-season N

Page 3: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

Review (cont)Review (cont)

In many states, 33 kg N ha-1 is recommended for every 1 Mg of anticipated wheat yield (2 lb N ac-1 for every bushel of expected wheat grain yield)

This strategy explicitly places the risk of predicting the environment (good or bad year) on the farmer

Varvel et al. (1997) employed chlorophyll meter readings to calculate a sufficiency index: in-season N fertilizer applications were made when index values were below 95%.

Sufficiency index < 90% at the V8 growth stage in corn, maximum yields could not be achieved with in-season N fertilizer applications (Varvel, 1997).

In many states, 33 kg N ha-1 is recommended for every 1 Mg of anticipated wheat yield (2 lb N ac-1 for every bushel of expected wheat grain yield)

This strategy explicitly places the risk of predicting the environment (good or bad year) on the farmer

Varvel et al. (1997) employed chlorophyll meter readings to calculate a sufficiency index: in-season N fertilizer applications were made when index values were below 95%.

Sufficiency index < 90% at the V8 growth stage in corn, maximum yields could not be achieved with in-season N fertilizer applications (Varvel, 1997).

Page 4: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

ReviewReview

Normalized difference vegetation index (NDVI) divided by the number of days from planting to sensing used to predict mid-season winter wheat yield potential (OSU)

Response Index: N Rich Strip (sufficient nitrogen but not excess) strip and the adjacent area with the field rate of preplant applied N.

Although systems have been developed to determine midseason N fertilizer topdress recommendations, the need exists for a simple system that cereal grain producers can use to quickly estimate required N topdress rates.

Normalized difference vegetation index (NDVI) divided by the number of days from planting to sensing used to predict mid-season winter wheat yield potential (OSU)

Response Index: N Rich Strip (sufficient nitrogen but not excess) strip and the adjacent area with the field rate of preplant applied N.

Although systems have been developed to determine midseason N fertilizer topdress recommendations, the need exists for a simple system that cereal grain producers can use to quickly estimate required N topdress rates.

Page 5: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

Long term N-P-K Experiments(1969-2004)

Dr. Billy Tucker

Long term N-P-K Experiments(1969-2004)

Dr. Billy Tucker

Response IndexResponse Indexvariable from year to year in the same fieldvariable from year to year in the same field

Response IndexResponse Indexvariable from year to year in the same fieldvariable from year to year in the same field

1995

RI = 1.2

1995

RI = 1.2

2004

RI = 1.7

2004

RI = 1.7

Page 6: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

0

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1983

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1995

1997

1999

2001

2003

Year

Gra

in y

ield

, M

g/h

a 0 kg N/ha

112 kg N/ha

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2.5

3

3.5

4

4.5

19

71

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73

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75

19

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79

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81

19

83

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85

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01

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03

Year

Re

sp

on

se

Ind

ex Response Index

min: 1.0max: 4.1avg: 1.7

min: 1.0max: 4.1avg: 1.7

Response to Fertilizer NLong-Term Wheat Experiment

Lahoma, OK 1970-2003

Response to Fertilizer NLong-Term Wheat Experiment

Lahoma, OK 1970-2003

Page 7: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

0

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4

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1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983

Gra

in Y

ield

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/ha

0-N kg/ha

UAN-180 kg N/ha

Response to Fertilizer N

Mead, NE, 1969-1983

Response to Fertilizer NLong-Term Corn ExperimentLong-Term Corn Experiment

Mead, NE, 1969-1983

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2

2.5

3

3.5

4

1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983

Res

po

nse

Ind

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Prof. R.A. OlsonProf. R.A. Olson

Page 8: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

Materials and MethodsMaterials and Methods

2003 Honda FourTrax Foreman ES 4-wheeler (433-cc, 127-cm wheel base, 116-cm wide) with a 3-m wide spray boom and a 1-m spacing between nozzles

Modified to deliver a range of fixed N rates as urea ammonium nitrate (28 %N) within a 9-m2 grid.

9 separate 1-m2 areas Four corners receive no fertilizer N. Rates of 22, 45, 67, 90, and 112 kg N ha-1 occupy the

other 5

2003 Honda FourTrax Foreman ES 4-wheeler (433-cc, 127-cm wheel base, 116-cm wide) with a 3-m wide spray boom and a 1-m spacing between nozzles

Modified to deliver a range of fixed N rates as urea ammonium nitrate (28 %N) within a 9-m2 grid.

9 separate 1-m2 areas Four corners receive no fertilizer N. Rates of 22, 45, 67, 90, and 112 kg N ha-1 occupy the

other 5

Page 9: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

CalibrationStampCalibrationStamp

Page 10: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

80 80

100100

4040

00

6060

00

002020

00

lb N / acrelb N / acre

Blue Dye, 30 ml L-1

Page 11: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

Automated Calibration StampAutomated Calibration Stamp

Pumpless pressurized spray system19L auxiliary air tank11.3L Spartanburg stainless steel tankProgrammable logic controllerRemcor solenoid valves

Page 12: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

Winter WheatCalibration Stamp applied in DecemberVisual Interpretation in March

Winter WheatCalibration Stamp applied in DecemberVisual Interpretation in March

Page 13: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

Topdress N rate prescribed by choosing the lowest N rate where no visual differences were observed between it and the highest rate. Topdress N rate prescribed by choosing the lowest N rate where no visual differences were observed between it and the highest rate.

Page 14: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

DecemberDecember

MarchMarchCalibrationStampCalibrationStamp

Page 15: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

ResultsResults

Field-specific topdress N rate prescribed by choosing the lowest N rate where no visual differences were observed between it and the highest rate.

N Rate NDVI N Rate NDVI N Rate NDVI 100 0.80 100 0.76 100 0.69

80 0.79 80 0.74 80 0.68 60 0.78 60 0.68 60 0.69 40 0.65 40 0.55 40 0.67 20 0.55 20 0.45 20 0.68 0 0.51 0 0.41 0 0.54

Field-specific topdress N rate prescribed by choosing the lowest N rate where no visual differences were observed between it and the highest rate.

N Rate NDVI N Rate NDVI N Rate NDVI 100 0.80 100 0.76 100 0.69

80 0.79 80 0.74 80 0.68 60 0.78 60 0.68 60 0.69 40 0.65 40 0.55 40 0.67 20 0.55 20 0.45 20 0.68 0 0.51 0 0.41 0 0.54

Page 16: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

http://www.soiltesting.okstate.edu/SBNRC/SBNRC.phphttp://www.soiltesting.okstate.edu/SBNRC/SBNRC.php

www.nue.okstate.edu

Page 17: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,
Page 18: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

N Rich Strip (J. Lawles, S. Reed)NTech Industrieswww.ntechindustries.com

N Rich Strip (J. Lawles, S. Reed)NTech Industrieswww.ntechindustries.com

Page 19: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

SummarySummary

Calibration stamps applied preplant or soon after planting assist in providing visual interpretation of N mineralization + atmospheric N deposition from planting to the time mid-season N is applied, and improved determination of topdress N rates.

Cost: Honda 4X = $5000Tanks, Controller, Nozzles, Valves, Boom, Programming, Labor = $800

Can be used with on-line Sensor Based N Rate Calculator to improve mid-season N management

Calibration stamps applied preplant or soon after planting assist in providing visual interpretation of N mineralization + atmospheric N deposition from planting to the time mid-season N is applied, and improved determination of topdress N rates.

Cost: Honda 4X = $5000Tanks, Controller, Nozzles, Valves, Boom, Programming, Labor = $800

Can be used with on-line Sensor Based N Rate Calculator to improve mid-season N management

Page 20: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

GreenSeeker-RedGreenSeeker-Red

Average NDVI = 0.816, standard deviation in NDVI = 0.0056Distance to target: 0.8-1.2mAverage NDVI = 0.816, standard deviation in NDVI = 0.0056Distance to target: 0.8-1.2m

Page 21: Automated Calibration Stamp Technology for Improved In-Season Nitrogen Fertilization K. Freeman, R. Teal, C. Mack, K. Martin, B. Arnall, K. Desta, J. Solie,

>15 readings 0.4m2

+/- 0.005