Predicting the Potential Response to Applied N (Response Index) Using Nitrogen Rich Strips or the Also see Ramped Calibration Strips |
Wheat N Ramp Increased NUE for mid-season topdress N rates |
Tailoring Topdress Nitrogen (The Furrow, John Deere) (N Rich Strip Original Pictures) |
Article from Pioneer, 2010 on Sensors for better N Management |
The influence of temporal variability on the need (or lack thereof) for fertilizer N is huge, yet our fertilizer N rate recommendations seldom account for this. Soil testing (NH4-N and NO3-N) works, but when collected preplant, applying a static value on N demands that will become dynamic mid-season, makes no sense. For precisely this reason, we have developed methods that account for the influence of temporal variability on N demands, by making better fertilizer N decisions mid-season when the growing crop can tell us precisely how much N was delivered for free (comparison between the N Rich Strip and the Farmer Practice, mid-season). The GreenSeeker sensor via NDVI measurements provides a highly accurate estimate of plant biomass, as a result, total N uptake can be estimated from mid-season measurements. More importantly, yield potential can be predicted mid season using both sensor and known climatic data from planting to sensing. By estimating yield, we can then estimate total grain N removed. Yield potential (YP0) is then multiplied times the response index (estimated in-season from NDVI readings collected in the N Rich Strip and Farmer Practice) to obtain the yield obtainable if N fertilizer is to be applied (YPN). The fertilizer N rate is determined by subtracting N uptake at YP0 from N uptake at YPN, and divided by an expected NUE. This entire algorithm is completely delineated in the "Optical Sensor Based Algorithm" article below.
Optical Sensor Based Algorithm
for Crop Nitrogen Fertilization Commun. Soil Sci. Plant Anal.
36:2759-2781 (pdf)
Figure 1. Wheat grain yields in the check (0 kg N/ha) and the N rich (112 kg N/ha) plots, and the associated response index (grain yield N rich, divided by the grain yield in the check) from 1971 to 2007 in the Stillwater 222 long-term winter wheat experiment. Figure 2. Corn grain yields in the check (0 kg N/ha) and the N adequate or N rich (180 kg N/ha) plots, and the associated response index (grain yield N rich, divided by the grain yield in the check) from 1969 to 1983 in the RC-RS long-term corn experiment conducted by Professor R.A. Olson near Mead, Nebraska.
Relationship between RINDVI and RIHarvest at Feekes 5 across 62 locations in Oklahoma, 1998-2003.
2007: Relationship between the response index measured in season, (NDVI of fertilized plot / NDVI of check plot) from readings of cotton at growth stages from 60 to 80 days after planting, and measured lint yield and the response index measured at harvest (yield of fertilized plot / yield of check plot) from all site years. |
RAMPED CALIBRATION STRIP |
Summary:
The new Ramped Calibration Strip Applicator applies increasing levels of N in a strip across a fixed distance (160 to 320) feet. The levels applied range from 0 at the start of the strip to the maximum that could ever be expected to be used. This fertilizer is applied pre-plant or in a very early crop growth stage. An N-rate recommendation can be determined by visual inspection or with a hand-held sensor by walking the strip from the low rate toward the high rate and stopping at the point where there are no further changes in crop growth or NDVI. The N-rate applied at that spot (where no further changes in NDVI were noted) is the N-rate recommendation. |
Brent Rendel,
Rendel Farms has Built a Producer Version of the RAMP Applicator
(low cost, manually controlled version that virtually anyone could build)
(Spring 2007) 6504 South 600 Road Miami, OK 74354 |
Curtis and Levi Johnson (Johnson
Farms) J2 RAMP Applicator (Spring 2007) R.Rt 1, Box 82 Helena, OK 73741 |
How to build your own RCS Applicator (OSU, 2006) Randy Taylor Department of Biosystems and Agricultural Engineering Oklahoma State University Stillwater, OK 74078 405 744 5277 randy.taylor@okstate.edu |
RAMP Page (Brian Arnall) |
Jason Lawles (RAMP Applicator) Spring 2007 Western Equipment 4501 E. Main, P.O. Box 391 Weatherford, OK 73096 580 772-5578 580-331-7107
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N Rich Strip Adopters Brent Rendel (see link below where he has developed
several rampers) Jimmy Wayne Kinder, near Walters Panhandle via extension presentations Brian gave in
Boise City and Woodward Jason Lawles via Western Equipment (several hundred) Curtis Fischer (Kingfisher) Kim Metcalf (now with Estes Chemical) Gerald Wynes (Ponca City), many Jagadeesh Mosali (N rich strips in Bermuda, many locations) Roger Gribble (many) Ivan Peck (many on his own for the last 5 years) Monsanto (many via Kyle Freeman, Kyle Lawles, and Paul Hodgen) |
Delaware County, Bermudagrass, 2007 (RAMP peaked at 200 lb N/ac, with a range from 0 to 350 lb N/ac. |
Some of our earlier approaches are included on this page, in addition to equipment configurations delineated by our Agricultural Engineering Team |
Are you
Spending Too Much on Nitrogen Fertilizer? How precise is Precision Farming |
Visible spatial variability within the RAMP, western Oklahoma. |
RAMP at Efaw, just west of Stillwater, March 22, 2007
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RAMP concept and results being demonstrated at a field day, May 18, 2007 in Lahoma to wheat and corn farmers by Dr. Randy Taylor |
Dr. Randy Taylor asks producers, "Is it better than what you are doing today?" Many producers embraced this approach given the prices of fertilizer N, and the reality that most have not changed their fertilizer N practices in over 30 years. |
Ramp Calibration Strip applied in Corn, Lake Carl Blackwell, OK |
How to obtain highly accurate mid-season fertilizer N rates using the Ramped Calibration Strip The new Ramped Calibration Strip Applicator applies 16 different N rates (10 to 20 foot intervals), over 160 to 320 feet (actual rates and distances can be adjusted depending on the crop). Companies interested in building variants of this applicator can adjust distances, N rates, intervals, etc., as they see fit. The Ramped Calibration Strip is used to visually determine precise mid-season fertilizer N rates for wheat and corn production. Although the use of hand-held GreenSeeker sensors are not required, the sensors offer the opportunity to sense the entire "RAMP" and thus accurately determine where the peak in NDVI exists over the range of N rates applied. Without the sensor, farmers can simply walk from one end of the RAMP to the other and stop where they no longer see any differences. Whether determined visually, or with a handheld sensor, the point where no differences no longer exist, is the TOPDRESS N Rate.
Looking at the graph above, you can see exactly why this is the case.
By stopping at the point (recording distance in feet) where there are no
longer visible or recorded differences in NDVI, you can plot a line directly
down to "distance" that has a predetermined N rate associated with it.
That N rate (depending on how you set up the intervals to change the rate,
and the actual rates chosen) is the TOPDRESS N Rate to be recommended.
For the 3 fields above where NDVI values were plotted with distance (green
squares, red triangles, and blue circles), the recommended topdress N rates
would have been 40, 80, and 100 lbs N/ac, respectively. Why? You
have to remember that the Ramped Calibration Strip is applied "ON-TOP" of the
farmer practice (whatever that may be). Assuming that we can "catch
up" and/or achieve maximum yields from the mid-season N application, and
assuming that yield potentials were not severely restricted by excess early
season N stress, the RAMP interpolated rate is how much you would need to
apply on the rest of the field to achieve the same "visible" or "NDVI
recorded" response. For those farmers/producers interested in using the sensors for determining their topdress N rates, all they have to do is mark the start and end of the Ramped Calibration Strip (preplant), and collect sensor data using the handheld GreenSeeker sensor walking at a constant speed over the length of the ramp. Using the program below, they can automatically read that file, and it will compute the optimum N rate. We recommend the use of the sensors simply because our eyes are not as sensitive in picking up these differences. NOTE: This approach (interpreting the Ramped Calibration Strip) is for determining field rate application (flat rates) and accounts for only temporal variability. Simultaneous consideration of temporal and spatial variability requires on-the-go prediction of yield potential (YP0) and use of the response index for each 0.4m2 area (wheat), and every 2-3 plants in corn.
Ramp
Data Processor (excel version 1.5) |
ALSO SEE "CALIBRATION STAMP TECHNOLOGY" that was replaced by the Ramped Calibration Strip following farmer input |
The relationship between RI NDVI and the final N recommendation using SBNRC is listed above.
The Ramped N Reference Strip will allow researchers to refine mid-season fertilizer N rates by knowing exactly what the RI was (NDVI Max, divided by NDVI Min), and by integrating the area under the curve over the distance included within the ramp (currently set at 150 feet, but than can be altered to increased rate change intervals). |
Click
on the Question to See the VIDEO. Tom Denker, Farmer near Enid, OK Question: What is the benefit of GreenSeeker Technology? Question: What do you think about OSU working with private industry to make this type of technology available to producers? Question: Would you like to add anything?
Jerrel Powell, Farmer near Council Hill, OK |
Wheat farmer in Ciudad Obregon, Mexico displays on his right hand (3, for 300 kg urea applied preplant) and on his left hand (0, for 0 kg urea applied preplant). The N rich strip and response index indicated that NO topdress N should be applied. The farmer was elated. |
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Loy Marshall, N Rich STrip on Left (RI = 1.38 at this site). Jason Lawles (NTech Industries, www.ntechindustries.com ) inspects the N Rich Strip prior to taking NDVI sensor readings.
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Managing N Fertilizer Using a N-Rich-Strip: Projected Profitability
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62 locations in Oklahoma, 1998-2003 |