Title: Update on the OSU GreenSeeker Program
1Update on the OSU GreenSeeker Program
2Update on the OSU GreenSeeker Program
- Review
- Strip Calibration
- Visual
- Sensor
- Other Crops
- RT200 Low Resolution GreenSeeker Applicator
3Sensor-BasedNitrogen Management
40.5
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)
5NDVI
- 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
6Normalized 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
7GreenSeekerTM Sensor Light Detection and Filtering
8Sensor Function
9(No Transcript)
10Spatial 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
11Temporal Variability
12Procedure to Calculate N Rate
13WINTERWHEAT
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
14IKONIS Satellite Image of a Wheat Field Near
Covington, Oklahoma
NDVI Map
15NRich Strip for Determining Benefit of Added
Fertilizer
NRich Strip
Field Rate
Sensor data mapped and images vectorized with SST
Toolbox GIS software
16N Rich Strip Applicator (J. Lawles, S.
Reed)NTech Industrieswww.ntechindustries.com
17Handheld GreenSeekerTM Sensor
Measuring Wheat Breeding Lines
Measuring Corn
18Use the Handheld GreenSeekerTM Sensor to
Calculate Response Index
19In-Season Response Index (RINDVI)
Farmer Check
Non-N Limiting
20http//www.soiltesting.okstate.edu/SBNRC/SBNRC.php
21Procedure to Calculate N Rate
22Summary 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)
23Method 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
24Method 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
25NDVI - RT500 Hennessy, OK2004
Second N Application
First N Application
26CalibrationStamp
27(No Transcript)
28Winter Wheat Calibration Stamp Applied in
December Visual Interpretation in February or
March
29Topdress N rate prescribed by choosing the lowest
N rate where no visual differences are observed
between that rate and the highest rate
30Results
- 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
31Calibration Strips
32ATV Mounted Calibration Strip Applicator
33Spatial 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
34GreenSeeker RT200
GreenSeeker RT500
35GreenSeeker RT200
GreenSeeker RT500
36RT200 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
37Sensing 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
38Sensing and Treatment Scale
39RT200 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(No Transcript)
41By-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(No Transcript)
43Corn, Oklahoma - 2003
y 447.03e0.0199x R2 0.78
Kyle Freeman, Ph.D. Student
44CORN
Kent Martin, M.S. Student
45BERMUDAGRASS
y 133.85e1846x R2 0.64
OSU and Noble Foundation
46Hagie Sprayer - Corn
47Gary Wagner, Sugarbeets, MN
48LSU Cotton With RT200
49Grapes in the Napa Valley
50www.nue.okstate.edu
Google Nitrogen Use Efficiency
51Questions