Update on the OSU GreenSeeker Program - PowerPoint PPT Presentation

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Update on the OSU GreenSeeker Program

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Title: Update on the OSU GreenSeeker Program


1
Update on the OSU GreenSeeker Program
2
Update on the OSU GreenSeeker Program
  • Review
  • Strip Calibration
  • Visual
  • Sensor
  • Other Crops
  • RT200 Low Resolution GreenSeeker Applicator

3
Sensor-BasedNitrogen Management
4
0.5
Visible
Near Infrared
Measure of living plant cells ability to reflect
infrared light
Reflectance ()
0.25
PhotosyntheticPotential
Plant Reflectance
0.00
450
550
650
750
850
950
1050
500
600
700
1000
900
800
Wavelength (nm)
5
NDVI
  • Normalized Difference Vegetative Index
  • Developed as an irradiance index for remote
    sensing
  • Varies from -1 to 1
  • Soil NDVI -0.05 to .05
  • Plant NDVI 0.4 to 0.9
  • Typical plants with soil background
    NDVI0.3-0.8
  • NDVI from different sources vary
  • Bandwidths for Red, NIR vary
  • Irradiance vs. reflectance based

6
Normalized Difference Vegetative Index - NDVI
  • Calculated from the red and near-infrared bands
  • Equivalent to a plant physical examination
  • Correlated with
  • Plant biomass
  • Crop yield
  • Plant nitrogen
  • Plant chlorophyll
  • Water stress
  • Plant diseases
  • Insect damage

7
GreenSeekerTM Sensor Light Detection and Filtering
8
Sensor Function
9
(No Transcript)
10
Spatial Variability and VR Resolution
Research at Oklahoma State University in 1996
showed that soil nutrients vary within 3
feet Economic analysis indicates nutrients should
be managed at 3 ft by 3 ft areas for best returns
11
Temporal Variability
12
Procedure to Calculate N Rate
13
WINTERWHEAT
NDVI at F5

INSEY
days from planting to F5, GDDgt0
Good predictor of final grain yieldRequires
only one sensor readingWorks over different
regions/biotypes
Units N uptake, kg ha-1 day-1 where GDDgt0
14
IKONIS Satellite Image of a Wheat Field Near
Covington, Oklahoma
NDVI Map
15
NRich Strip for Determining Benefit of Added
Fertilizer
NRich Strip
Field Rate
Sensor data mapped and images vectorized with SST
Toolbox GIS software
16
N Rich Strip Applicator (J. Lawles, S.
Reed)NTech Industrieswww.ntechindustries.com
17
Handheld GreenSeekerTM Sensor
Measuring Wheat Breeding Lines
Measuring Corn
18
Use the Handheld GreenSeekerTM Sensor to
Calculate Response Index
19
In-Season Response Index (RINDVI)
Farmer Check
Non-N Limiting
20
http//www.soiltesting.okstate.edu/SBNRC/SBNRC.php
21
Procedure to Calculate N Rate
22
Summary of Results - 5 On Farm Trials, 2003
Treatment Loc A Loc B Loc C Loc D Loc F Loc G Aver-age
_________________________________ bu/ac ________________________________ _________________________________ bu/ac ________________________________ _________________________________ bu/ac ________________________________ _________________________________ bu/ac ________________________________ _________________________________ bu/ac ________________________________ _________________________________ bu/ac ________________________________ _________________________________ bu/ac ________________________________
Check, 0 lb N/ac 29.2 50.9 13.3 41.1 41.1 49.6 37.5
Preplant, 80 lb N/ac 67.2 69.8 21.8 42.2 47.5 65.9 52.4
Topdress, 80 lb N/ac 61.9 67.7 23.7 36.9 46.4 71.4 51.3
40 lb N/ac Pre Variable Rate 70.7(95) 67.7(59) 22.6(70) 42.7(56) 46.7(49) 68.5(60) 53.2(65)
23
Method of Application and Resolution Tipton, OK
2004
Treatment PrePlant N Topdress N Grain Yield N Use Efficiency
lb/ac lb/ac bu/ac
Check 0 0 50.5 ---
Fixed Rate 1 90 0 69.8 30
Fixed Rate 2 0 90 70.3 31
Var. Rate 3 x3 ft 0 30 63.5 60
Var. Rate 6 x 12 ft 0 33 63.5 55
Var. Rate 12 x 24 0 31 60.9 47
24
Method of Application and Resolution Chickasha,
OK - 2004
Treatment PrePlant N Topdress N Grain Yield N Use Efficiency
lb/ac lb/ac bu/ac
Check 0 0 18.1 ---
Fixed Rate 1 90 0 25.2 11
Fixed Rate 2 0 90 26.5 13
Var. Rate 3 x3 ft 0 30 24.2 24
Var. Rate 6 x 12 ft 0 33 25.4 23
Var. Rate 12 x 24 0 31 26.0 27
25
NDVI - RT500 Hennessy, OK2004
Second N Application
First N Application
26
CalibrationStamp
27
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28
Winter Wheat Calibration Stamp Applied in
December Visual Interpretation in February or
March
29
Topdress N rate prescribed by choosing the lowest
N rate where no visual differences are observed
between that rate and the highest rate
30
Results
  • 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

31
Calibration Strips
32
ATV Mounted Calibration Strip Applicator
33
Spatial Variability and VR Resolution
Research at Oklahoma State University in 1996
showed that soil nutrients vary within 3
feet Economic analysis indicates nutrients should
be managed at 3 ft by 3 ft areas for best returns
34
GreenSeeker RT200
GreenSeeker RT500
35
GreenSeeker RT200
GreenSeeker RT500
36
RT200 and RT 500 Specifications
  • Estimated Price 60,000 for 60 ft applicator
  • Senses and treats each 2 ft by 2 ft area
  • Uses NTech high speed and high resolution
    controller and valves
  • Sense and Treat strategy
  • Reaction time lt 0.1 s
  • Estimated Price 15,000 for 60 ft applicator
  • Senses and treats boom width by 20 to 30 feet
  • Utilizes existing variable rate sprayer
    controllers and valves
  • Combination Sense and Treat, and Sense, Predict,
    and Treat strategies
  • Reaction time limited by existing controller and
    valves

37
Sensing and Treatment Scale and Strategy
30 ft by 60 ft
RT500
RT200
High Resolution Sense and Treat Strategy
Sensed Area
Treated Area
2 ft by 2 ft
Sense, Predict, and Treat Strategy
38
Sensing and Treatment Scale
39
RT200 and RT500 Specifications
  • 6 sensors on 60 ft boom
  • Can readily be mated with existing dry fertilizer
    and anhydrous ammonia applicators
  • Fast installation with minimal modifications
  • System intended for fertilizer and possibly and
    possibly products such as growth regulators and
    defoliants
  • 30 sensor on 60 ft boom
  • Existing dry fertilizer applicators cannot be
    used with this system
  • System custom installed on each manufacturers
    sprayer /boom
  • Can detect and spray weeds in fallow/no-till as
    well as apply fertilizer
  • System can be used for other crops and materials

40
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41
By-plant-yield (entire plants, stalkear
harvested at the base) over 6 m of row, and
corresponding NDVI sensor readings collected from
the same area at the 7 leaf and 10 leaf growth
stages, 87 and 70 days earlier, Texcoco, Mexico,
2002.
42
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43
Corn, Oklahoma - 2003
y 447.03e0.0199x R2 0.78
Kyle Freeman, Ph.D. Student
44
CORN
Kent Martin, M.S. Student
45
BERMUDAGRASS
y 133.85e1846x R2 0.64
OSU and Noble Foundation
46
Hagie Sprayer - Corn
47
Gary Wagner, Sugarbeets, MN
48
LSU Cotton With RT200
49
Grapes in the Napa Valley
50
www.nue.okstate.edu
Google Nitrogen Use Efficiency
51
Questions
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