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Fertilizer nitrogen recommendations for silage cornin high-fertility environment based on pre-sidedresssoil nitrate testB. J. Zebarth a , J. W. Paul b , M. Younie c & S. Bittman da Potato Research Centre , Agriculture and Agri-Food Canada , P.O. Box 20280,Fredericton, NB, E3B 4Z7, Canadab Transform Compost Systems Ltd. , 34642 Mierau Street, Abbotsford, BC, V2S 4W8,Canadac BC Environment , 46360 Airport Road, Chilliwack, BC, V2P 1A6, Canadad Pacific Agri-Food Research Centre , Agriculture and Agri-Food Canada , P.O. Box 1000,Agassiz, BC, VOM 1A0, CanadaPublished online: 20 Aug 2006.
To cite this article: B. J. Zebarth , J. W. Paul , M. Younie & S. Bittman (2001) Fertilizer nitrogen recommendations forsilage corn in high-fertility environment based on pre-sidedress soil nitrate test, Communications in Soil Science and PlantAnalysis, 32:17-18, 2721-2739
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FERTILIZER NITROGENRECOMMENDATIONS FOR SILAGE CORN
IN HIGH-FERTILITY ENVIRONMENTBASED ON PRE-SIDEDRESS SOIL NITRATE
TEST
B. J. Zebarth,1,* J. W. Paul,2 M. Younie,3 andS. Bittman4
1Potato Research Centre, Agriculture and Agri-Food
Canada, P.O. Box 20280, Fredericton, NB,
Canada E3B 4Z72Transform Compost Systems Ltd., 34642 Mierau Street,
Abbotsford, BC, Canada V2S 4W83BC Environment, 46360 Airport Road, Chilliwack, BC,
Canada V2P 1A64Pacific Agri-Food Research Centre, Agriculture and
Agri-Food Canada, P.O. Box 1000, Agassiz, BC,
Canada V0M 1A0
ABSTRACT
The purpose of this study was to measure corn response to
nitrogen (N), to evaluate the feasibility of using the pre-sidedress
soil nitrate test (PSNT) for making fertilizer N recommendations
for silage corn, and to evaluate the environmental and economic
implications of adopting fertilizer N recommendations based on
the PSNT in south coastal British Columbia, Canada, a region of
2721
Copyright q 2001 by Marcel Dekker, Inc. www.dekker.com
*Corresponding author.
COMMUN. SOIL SCI. PLANT ANAL., 32(17&18), 2721–2739 (2001)
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high soil N fertility. Eighty-seven trials were conducted from
1994–1996 with corn or forage grass as a preceding crop on fields
having a history of manure application. Non-manured trials
received no spring manure application whereas manured trials
received a spring application typical of that farm field. In 1994,
treatments included sidedress N rates of 0, 30, 60, 90, 120, and
150 kg N ha21 replicated twice. In 1995 and 1996, trials with less
than 30 mg NO3-N kg21 soil to 30 cm depth prior to sidedress
received the same treatments as in 1994, whereas trials with
concentrations above this value received two treatments, 0 and
150 kg N ha21, replicated four times. Trials received less than
50 kg N ha21 at planting. Yield response to sidedress N was
limited, with 71, 87, and 55% of trials with 90% or higher relative
yield (yield at 0 kg N ha21 divided by yield at 150 kg N ha21) in
1994, 1995 and 1996, respectively. The limited yield response was
attributed to high soil N mineralization, which averaged 166 and
146 kg N ha21 for non-manured trials in 1995 and 1996,
respectively. The critical PSNT value (above which no yield
response to sidedress N is expected) was predicted to be 19 and
23 mg NO3-N kg21 soil using the Cate-Nelson procedure and a
linear-plateau regression procedure, respectively. A critical PSNT
test value of 32 mg NO3-N kg21 soil was predicted using a linear-
plateau regression of the estimated N rate which would maximize
economic return (NMER) against PSNT test value. In addition, a
model designed to minimize the risk of yield loss was developed
with a critical PSNT test value of 30 mg NO3-N kg21 soil.
Average soil NO3 content at harvest was slightly higher for
sidedress N rates based on the minimum risk model (70 kg N ha21)
than at NMER (64 kg N ha21). Based on a survey of farm fields, the
potential to reduce fertilizer N application in south coastal BC was
estimated to be about 90 kg N ha21 yr21.
INTRODUCTION
South coastal British Columbia (BC), Canada, is an agricultural region
characterized by high animal densities and intensive field and horticultural crop
production. The region has high N inputs as manure and fertilizer relative to crop
N removal (1). As a result, there is growing concern over the contribution from
agricultural production to groundwater contamination by nitrate.
Silage corn (Zea mays L.) is a major field crop in the region, accounting for
about 20–25% of the land used for dairy production, and is grown in rotation
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with forage grass, primarily orchardgrass (Dactylis glomerata L.). Most corn
fields receive heavy annual applications of manure. Consequently, large
quantities of N are supplied to the corn crop by manure and by mineralization of
soil organic N (2). However, the quantity of N supplied to a corn crop from
manure and mineralization varies substantially among fields and years, making
the fertilizer N requirement of corn difficult to predict. No established system for
making fertilizer N recommendations for corn exists in this region.
The pre-sidedress soil nitrate test (PSNT) was developed in Vermont to
predict the inorganic fertilizer N requirement of corn (3,4). The test is based on a
soil sample taken when the corn is at approximately the six-leaf stage. This
timing is chosen to be just prior to the period of rapid crop N uptake, yet after
significant mineralization of soil organic N has occurred (4). The PSNT has
proved successful in a number of regions in the United States for identifying corn
fields for which a yield response to additional N at sidedress is not likely to occur
[e.g., Meisinger et al. (5) and Klausner et al. (6)]. In some cases, the accuracy of
N recommendations using the PSNT was improved by separating sites into
different crop yield potentials (7,8). The PSNT is generally more effective in
identifying the need for N fertilizer at sidedress than for predicting the quantity of
fertilizer N required (6).
Previously, growing season soil N dynamics were used to identify the
PSNT as the most promising approach for a soil N test for silage corn in south
coastal BC (9). Most of the additional inorganic N associated with spring manure
application was already present, and nitrification of manure ammonium had
occurred, at the time when PSNT sampling is done. In addition, up to about 60%
of the total apparent net mineralization which occurs during the growing season
may have occurred by the time the PSNT sample is taken (unpublished data by
authors).
The purpose of this study was to measure corn response to N, to evaluate
the feasibility of using the PSNT for making fertilizer N recommendations for
silage corn, and to evaluate the environmental and economic implications of
adopting fertilizer N recommendations based on the PSNT in south coastal BC.
Soil and climatic conditions and crop production practices in this region are
similar to those in coastal areas of the Pacific Northwest of the United States, and
are characterized by high soil N fertility.
MATERIALS AND METHODS
Trials were conducted at 17, 16, and 12 field sites in 1994, 1995, and 1996,
respectively. The sites were chosen to reflect the range of soil types on which
silage corn is grown, and included both corn and forage grass as preceding crops
(Table 1). Soil sand, clay (pipette method), and organic matter (loss-on-ignition
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Table 1. Crop and Soil Response Parameters for Trials in Three Years by Preceding Crop and Spring Manure History
Soil Nitrate at Harvestd
Year
Preceding
Crop
Spring
Manure N
PSNT Test
(mg N kg21
Relative
Yield a (%)
Crop N
Accumulationb
(kg N ha21)
Apparent net
Soil N
Mineralizationc
(kg N ha21) 0 kg N ha21 150 kg N ha21
1994 Corn No 11 22 (9–42) 91 (80–104) 147 (108–182) NA 49 (11–184) 80 (23–169)
Yes 11 32 (11–54) 97 (72–119) 194 (125–220) NA 81 (24–156) 164 (85–272)
Grass No 6 43 (22–72) 97 (86–104) 219 (182–255) NA 131 (39–364) 212 (94–501)
Yes 6 51 (22–70) 98 (91–105) 201 (134–252) NA 161 (69–278) 257 (93–520)
1995 Corn No 13 27 (14–49) 97 (82–110) 171 (136–209) 144 (55–217) 56 (11–137) 125 (23–289)
Yes 12 43 (16–76) 103 (93–129) 201 (150–268) NA 147 (31–378) 241 (111–493)
Grass No 3 36 (29–46) 99 (91–104) 169 (121–205) 249 (126–333) 126 (16–213) 190 (92–266)
Yes 3 62 (57–67) 99 (94–106) 190 (175–208) NA 177 (112–248) 308 (191–417)
1996 Corn No 8 13 (7–18) 87 (82–96) 140 (96–207) 137 (66–219) 48 (6–103) 48 (22–89)
Yes 7 27 (7–56) 95 (80–105) 170 (100–230) NA 85 (10–218) 91 (24–200)
Grass No 4 22 (9–36) 90 (64–102) 149 (78–208) 168 (65–226) 66 (5–104) 75 (26–119)
Yes 3 23 (13–29) 93 (79–102) 132 (88–189) NA 54 (7–91) 105 (47–167)
a Dry matter yield for 0 kg N ha– 1 rate divided by yield for 150 kg N ha21 rate.b Crop N accumulation for the 0 kg N ha21 rate.c Increase in soil plus crop N between planting and harvest, calculated for the 0 kg N ha21 rate for non-manured trials only. Data not
available for 1994.d Soil nitrate content to 90 cm depth at harvest.
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at 4508C) contents ranged from 20–740, 80–590, and 28–224 g kg21,
respectively. All sites had a history of manure application, mostly as liquid
dairy manure with some sites receiving solid poultry, solid horse, or liquid swine
manure. Detailed information on the site management and soil properties is
presented elsewhere (10).
A total of 87 trials were conducted, with two trials conducted at most
sites; one following the normal spring manure management for that farm and
one with no manure applied in spring. Autumn applied manure has no effect
on corn growth or N uptake in the following growing season in south coastal
BC because of intensive leaching during the autumn and winter (2). Starter N
applied with the planter averaged 27 kg N ha21, and was never more than
50 kg N ha21. No pre-plant broadcast of N was applied to any trial. The
experimental unit was a plot 12 m� 3 m (4 corn rows) in size established at the
time of corn emergence.
In 1994, each trial consisted of six treatments in a randomized complete
block design with two replications. Treatments included N rates of 0, 30, 60, 90,
120 and 150 kg N ha21 as NH4NO3 applied at sidedress when the corn was at
approximately the six-leaf stage. Fertilizer N treatments were not modified based
on starter N rates. The fertilizer was applied as a band approximately 15 cm from
each side of the corn row and 5 cm deep using a precision fertilizer sidedresser,
modified from a commercial small plot seed drill and with tines mounted on the
frame to perform tillage for weed control.
In 1995 and 1996, soil samples were collected to 30 cm depth from each
trial approximately one week prior to the time of sidedress and analyzed for soil
NO3 concentration. Trials with concentrations less than 30 mg NO3-N kg21 soil
received the same treatments as in 1994 replicated four times, whereas trials with
concentrations of 30 mg NO3-N kg21 soil or more received two treatments, 0 and
150 kg N ha21, replicated four times.
Soil samples were collected from each site in early spring prior to manure
application in 1995 and 1996 for depth increments of 0–15, 15–30, 30–60 and
60–90 cm. Each sample was a composite of 10 cores for the 0–15 and 15–30 cm
depths, and 5 cores for the 30–60 and 60–90 cm depths, using a 2.54-cm
diameter soil probe. Soil samples were collected at the six-leaf stage by replicate
in 1995 and 1996, and from each half of each replicate in 1994 (in order to get
four samples from the two replicates), and were collected at harvest from each
plot, for the same soil depths. All soil samples were kept frozen until analyzed. A
15-g subsample of moist soil was oven dried at 1058C to determine gravimetric
soil water content. A 20-g subsample of moist soil was extracted using 100 mL of
2 M KCl and 1-h shaking time (11). Concentrations of NO3-N and NH4-N in the
extract were determined spectrophotometrically by flow injection analysis (2).
Soil NO3-N and NH4-N concentrations were converted to units of kg N ha21
using soil bulk density determined using the soil core method.
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Corn was hand harvested from a 1.5 m (2 corn rows)� 6 m harvest area in
each plot and total silage yield determined. Ten representative corn plants from
each plot were chopped, and a 700 g subsample dried at 608C for determination of
dry matter content and ground to pass a 2-mm sieve. Total N concentration was
determined by a dry ash method using a Leco FP-428 N Determinator (Leco
Corporation, St. Joseph, MI) or by a standard Kjeldahl digestion, followed by
determination of NH4 concentration in the digest using an AutoAnalyzer. The
two methods were cross-calibrated to ensure consistency of results. Statistical
analyses were performed using the GLM procedure of SAS (12).
Apparent net soil N mineralization (ANM) was estimated from the
0 kg N ha21 treatment for non-manured trials in 1995 and 1996 as:
ANM ¼ crop N uptake 1 soil N at harvest 2 soil N in early spring
2 starter N ð1Þ
where soil N is NO3-N plus NH4-N measured to 90 cm depth.
Three approaches were used to evaluate the relationship between crop
yield response and the PSNT test value (soil NO3-N concentration to 30 cm
depth at approximately the corn six-leaf stage, sampled midway between corn
rows to avoid N fertilizer banded at planting). The first was the Cate-Nelson
procedure (13), adapted to computer spreadsheet form (14). This procedure can
choose a critical value for separating measured response to some parameter,
such as a soil test, into two categories. For the PSNT, the critical value is the
PSNT test value above which no additional yield response to sidedress N is
expected to occur. The calculations were done using relative yield (yield for the
0 kg N ha21 rate divided by yield for the 150 kg N ha21 rate) and PSNT test
value. The optimum sidedress N rate for PSNT test values greater than or equal
to the critical value is zero. This procedure cannot be used to predict the
optimum sidedress fertilizer N rate for any PSNT test value below the critical
value. A relative yield of 90% was chosen to separate trials which were
responsive or non-responsive to sidedress N.
Second, a linear-plateau regression model was fit to the relative yield and
PSNT test values using the NLIN procedure of SAS (12). The critical value is
defined by the intersection point of the linear and plateau portions of the response
curve. Interpretation of the critical value is similar to that for the Cate-Nelson
procedure.
Third, the rate of sidedress N estimated to maximize economic return
(NMER) was plotted against the PSNT test value. A regression model of the form
Y ¼ a 1 bX 1 cX2; where Y is dry matter yield and X is the fertilizer N rate at
sidedress, was fit to the corn dry matter yield treatment means for all trials which
had a PSNT test value of less than 40 mg NO3-N kg21 soil, and in which six rates
of sidedress N were applied. The expected shape of the response curve (i.e., b > 0;
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c, 0) was obtained for 37 of the 54 trials to which curves were fit. Where the
expected shape of the response curve was not obtained, NMER was set to zero. For
each trial with the expected shape of the response curve, NMER was estimated
using the method of Zebarth et al. (15) using a cost:price ratio (CPR) of 17.1,
assuming values for fertilizer N and silage corn of CDN$0.89 kg21 N and
CDN$0.052 kg21 silage (dry weight), respectively, realistic values for south
coastal BC at the time of the study. The NMER for each trial was also calculated
for CPR values of 12 and 22. For three trials with CPR ¼ 12 where NMER was
greater than 150 kg ha21, the highest sidedress N rate used, NMER was set to
150 kg ha21. A linear-plateau regression model was then fit to the NMER and
PSNT test value data, and the intersection point between the linear and plateau
portions of the curve was interpreted as defining the critical PSNT value.
Growing season (April to September) air temperatures at Agassiz, BC
were 1.2, 1.4, and 0.28C above the long term (1961–1990) average of 14.98C,
and growing season rainfall was 82, 84 and 120% of the long term average of
516 mm, in 1994, 1995, and 1996, respectively (16). Similar climatic trends
were present elsewhere in the region. Growing conditions were generally good
for corn in 1994 and 1995 although the warm dry spring in 1994 may have
resulted in moisture stress in some fields. Very wet spring conditions and cool
May temperatures in 1996 resulted in late corn planting and delayed early
growth.
RESULTS AND DISCUSSION
Crop Response
Corn dry matter yield at the 150 kg N ha21 rate averaged 16.4 and
17.9 t ha21 in 1994 and 1995, respectively, compared to 14.1 t ha21 in 1996 (data
not presented). Corn yield was generally not sensitive to preceding crop or spring
manure management. A wide range in dry matter yield was obtained among sites,
however. For example in 1994, dry matter yield for the 150 kg N ha21 rate ranged
from 10.6 to 25.0 t ha21.
Yield response to sidedress N was limited, with corn relative yield (yield
for 0 kg N ha21 rate divided by yield for 150 kg N ha21 rate) of 90% or greater for
71, 87, and 55% of the trials in 1994, 1995, and 1996, respectively (Table 1).
Nitrogen accumulation in the above-ground portion of the crop for the
0 kg N ha21 rate from non-manured trials was high at 170, 170, and
143 kg N ha21 for 1994, 1995, and 1996, respectively, despite the low starter N
applied. These results suggest that soil N fertility levels were high, and that crop
response to sidedress N application was small, and therefore that much of the
variation in dry matter yield among sites was not due to N fertility.
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Soil Inorganic Nitrogen
Soil NO3 content was low in early spring, with an average of 53 and
23 kg N ha21 to 90 cm depth for 1995 and 1996, respectively (data not presented).
Soil NO3 was not measured in early spring of 1994. These results are generally
consistent with previous studies which concluded that much of the nitrate
remaining in the soil after harvest is leached out of the root zone over the autumn
and winter in south coastal BC (2,17). However, the higher average soil NO3
content in 1995 was due to high soil NO3 from 30–90 cm depth at three sites
where incomplete leaching of nitrate appears to have occurred. In comparison,
soil NO3 content to 90 cm depth at sidedress averaged 139 (range 65–329), 143
(range 61–232) and 107 (range 47–209) kg N ha21 for non-manured trials, and
183 (range 104–303), 220 (range 98–393), and 171 (range 66–411) kg N ha21
for manured trials, in 1994, 1995 and 1996, respectively. Soil NH4 content was
relatively low, ,50 kg N ha21, for most trials in early spring and at sidedress. The
exception to this was one site in 1994 with organic subsoils which had soil NH4
contents as high as 800 kg N ha21. Therefore, the limited yield response to
sidedress N, and high crop N uptake with no sidedress N for non-manured trials,
was attributed primarily to high soil N mineralization.
Apparent net mineralization, as calculated for non-manured trials using
Eq. 1, averaged 166 (range 55–333) and 146 (range 65–226) kg N ha21 in 1995
and 1996, respectively (Table 1). Highest apparent net mineralization values
were commonly associated with a preceding forage grass crop. There was no
significant relationship between apparent net mineralization and soil sand, clay,
and organic matter contents as determined using multiple linear regression (data
not presented).
The estimates of apparent net mineralization in this study are similar to or
higher than the 96 to 158 kg N ha21 reported previously for silage corn fields in
south coastal BC (2). The high soil N mineralization was likely due primarily to
the history of manure use at these sites, and in some cases to the preceding forage
grass crop. Manure management history is an important factor influencing soil N
mineralization (2,18), which is consistent with the lack of a significant
relationship between apparent net mineralization and soil sand, clay, and organic
matter contents at these sites.
Pre-sidedress Soil Nitrate Test
PSNT test values ranged from 7 to 76 mg NO3-N kg21 soil (Table 1). As
expected, there was a general trend toward higher PSNT test values following
forage grass than following corn, and for manured trials as compared to non-
manured trials.
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The critical PSNT value was estimated at 19 mg NO3-N kg21 soil using the
Cate-Nelson procedure (Fig. 1a). In comparison, the critical PSNT value
estimated using the linear-plateau regression model was 23 mg NO3-N kg21 soil
(Fig. 1b). The effect on the critical values of separation of trials into those with
corn or forage grass as a preceding crop, into those with or without spring manure
application, and into those with high or low yield potential, was investigated for
both approaches. Generally one of two results was obtained for each case: either
Figure 1. Critical PSNT values as estimated by the Cate–Nelson procedure (A) and by a
linear-plateau regression procedure (B) for 87 trials 1994–1996.
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critical values remained similar to those obtained with the complete data set, or
the resulting estimate was erratic based on an insufficient data set.
In previous North American studies, critical PSNT values were estimated
to range from 13 to 25 mg NO3-N kg21 soil using the Cate-Nelson procedure
(6,7,14,19–24), and from 20 to 27 mg NO3-N kg21 soil based on a regression
model approach (5–8,25). Bundy and Andraski (8) estimated a lower critical
value for medium yield potential (19 mg NO3-N kg21 soil) compared to high
yield potential (21 mg NO3-N kg21 soil) sites, or a critical value of 26 mg
NO3-N kg21 soil for all sites combined, using a linear-plateau regression
procedure.
For CPR ¼ 17:1; NMER ranged from 0 to 108 kg N ha21. A linear-plateau
regression model of NMER against PSNT test value predicted a critical value of
32 mg NO3-N kg21 soil, with a maximum predicted sidedress N rate of
62 kg N ha21 for a PSNT test value of zero (Fig. 2). The regression model under-
Figure 2. Best fit and minimum risk of yield loss models for the relationship between the
estimated sidedress N rate to provide maximum economic return (NMER) and PSNT test
value for cost:price ratio of 17.1 for 54 trials 1994–1996.
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estimated NMER for almost all trials in which NMER was greater than zero,
because of the large number of trials for which NMER was equal to zero. There
was no consistent pattern with respect to preceding crop, soil texture, or soil
organic matter content for trials in which NMER was equal to zero.
The best-fit relationship between the estimate of NMER and PSNT test
value has been reported in previous studies (6,8,21). The critical value
estimated by this approach was similar to or higher than obtained using the
Cate-Nelson or linear-plateau regression model procedures (8,21). In each
study, the best-fit relationship underestimated the optimum N rate by
50 kg N ha21 or more for some trials. As a result of the relatively poor
relationship between PSNT test value and NMER, the PSNT is generally more
effective in identifying the need for N fertilizer at sidedress than for predicting
the quantity of fertilizer N required (6). In this case, the PSNT can be used to
make a yes/no decision for sidedress N application, and traditional methods,
for example crop yield potential and N credit systems, can be used to predict
the rate of fertilizer N to apply.
It is important to producers in south coastal BC to obtain optimal crop yield
because of high land values. Producer acceptance of the PSNT will be therefore
be limited if there is a risk that the optimum fertilizer N rate will be significantly
underestimated. Such a risk is present for the best fit model between NMER and
the PSNT test value (Fig. 2). The PSNT could be used to make a yes/no decision
for sidedress N application, however, no other approach is available for use with
the PSNT to predict the fertilizer N rate to apply if the PSNT value is below the
critical value. Therefore, a model designed to minimize the risk of yield loss
(Fig. 2) was developed between NMER and PSNT test value such that most
extreme NMER values were encompassed by the model. Though not developed
mathematically, it is a model which is readily accepted by growers. It is
recognized that this approach will tend to overestimate the actual fertilizer N
required to achieve optimum yield. It may be feasible to reduce fertilizer N
recommendations somewhat as grower acceptance of the PSNT increases.
The points which lie along the ascending portion of the minimum risk
model (Fig. 2) are from all three project years, include trials with both corn and
forage grass as a preceding crop, include manured and non-manured trials, and
represent sites with a range of soil textures and organic matter contents.
Consequently, these recommendations were assumed to apply to all silage corn
fields, except possibly the small number with organic soils. The minimum risk of
yield loss model was generally suitable over a wide range of CPR values (Fig. 3).
Fertilizer N recommendations based on the PSNT were developed from the
minimum risk of yield loss model using increments of 25 kg N ha21 (where PSNT
has units of mg NO3-N kg21 soil): 0 kg N ha21 for PSNT>30; 25 kg N ha21
for 30$ PSNT > 26; 50 kg N ha21 for 26$ PSNT > 21; 75 kg N ha21 for
21$ PSNT > 18; 100 kg N ha21 for 18$ PSNT > 14; and 100 kg N ha21 for
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14$ PSNT. On average, fertilizer N recommendations based on the minimum
risk of yield loss model are 42 kg N ha21 higher than NMER.
The reliability of the PSNT is commonly evaluated by determining the
number of trials which fall into each of four quadrants based on the PSNT critical
value, and based on the relative yield (90% relative yield in this study) chosen to
distinguish between sites which are responsive or non-responsive to sidedress N
(Fig. 4). In Quadrant I, the PSNT correctly predicts no yield response to sidedress
Figure 3. Minimum risk of yield loss model based on a cost:price ratio (CPR) of 17.1,
plotted against the relationship between estimated sidedress N rate to provide maximum
economic return (NMER) as a function of PSNT test value for CPR ¼ 12 or 22.
Figure 4. Distribution of individual trials falling into the four quadrants (see text for
definition and interpretation of quadrants) for trials in 1994 to 1996 for critical PSNT test
values of 19, 23, and 30 mg NO3-N kg21 soil based on the Cate–Nelson procedure, linear-
regression procedure, and minimum risk of yield loss model, respectively.
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N, and in Quadrant III the PSNT correctly predicts a yield response to sidedress
N. The success rate for the PSNT is commonly defined as the proportion of trials
falling into Quadrants I and III. In Quadrant II, the PSNT predicts that a yield
response to sidedress N will occur, whereas no yield response was measured. In
this case, the PSNT prediction is incorrect, however, optimum crop yield is still
obtained. In Quadrant IV, the PSNT predicts no yield response to sidedress N,
whereas a yield response was measured. This case is of most concern in south
coastal BC because optimum yield is not obtained.
The success rate was 79, 75, and 67%, and the number of trials which fell
into Quadrant IV was 10, 7, and 5%, based on the critical PSNT value predicted
using the Cate-Nelson procedure, the linear-plateau regression procedure, and the
minimum risk of yield loss model, respectively. Therefore, the lower the
predicted critical PSNT value, the higher the success rate, but the greater the risk
of yield loss for trials with PSNT test values greater than the critical value. In
comparison, the success rate for the PSNT in previous studies ranged from 68 to
88% (6,14,20,21,24) and the proportion of trials which fell into Quadrant IV
ranged from 0 to 7% (6,20,21,24).
Environmental Implications of PSNT Adoption
Soil NO3 contents at harvest in this study were quite variable, with
generally higher values for manured trials than non-manured trials, for trials with
a preceding grass crop than with a preceding corn crop, for the 150 kg N ha21 rate
than for the 0 kg N ha21 rate, and in 1994 and 1995 as compared to 1996 (Table
1). Soil NO3 to 90 cm depth at harvest where no sidedress N was applied varied
widely from 5 to 378 kg N ha21 and from 22 to 520 kg N ha21 for the 0 and
150 kg N ha21 rates at sidedress, respectively.
Soil NO3 at harvest is an estimate of the risk of nitrate leaching in south
coastal BC, and 100 kg N ha21 has been suggested as the maximum acceptable
soil NO3 content in the root zone at harvest from a nitrate leaching perspective
(26). The percentage of trials with soil NO3 to 90 cm depth at harvest exceeding
100 kg N ha21 when no sidedress N was applied was 23 and 50% for non-
manured and manured trials, respectively. The high soil N content at harvest was
attributed to high soil N mineralization. The risk of nitrate leaching in these fields
is expected to be enhanced where forage grass was the preceding crop, where
there is a history of high rates of manure application, on soils with high to very
high soil OM, especially organic soils, and in years with climatic conditions
favorable for mineralization.
When all trials were considered, the PSNT test value explained 57% of the
variation in soil nitrate content to 90 cm depth at harvest where no sidedress N
was applied (Fig. 5). Based on this regression, average soil NO3 at harvest of 50,
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63, and 86 kg N ha21 would be expected at PSNT test values of 19, 23, and 30 mg
NO3-N kg21 soil, the critical PSNT values predicted using the Cate-Nelson
procedure, the linear-plateau regression procedure, and the minimum risk of yield
loss model, respectively. For the 54 trials for which NMER was calculated,
average soil NO3 content to 90 cm depth at harvest was 64 kg N ha21 at NMER,
compared to 70 kg N ha21 at the fertilizer N rate based on the minimum risk of
yield loss model. Overall, the results suggest that use of the fertilizer
recommendations based on the minimum risk of yield loss model should result in
a similar or slightly higher risk of nitrate leaching as compared to NMER.
Excessive soil NO3 at harvest was primarily due to a greater supply of N from soil
N mineralization, mineralization of forage residues from the previous growing
season, and spring manure application than was required by the crop, rather than
from excessive fertilizer N application.
Economic Implications of PSNT Adoption
The economic implications of adopting the PSNT have been evaluated
previously (27–29). It is difficult to perform a similar economic evaluation of
adoption of the PSNT in south coastal BC because no established system for
making fertilizer N recommendations for silage corn exists. The lack of an
Figure 5. Regression of soil NO3 content to 90 cm depth at harvest for the treatment
receiving no sidedress N against PSNT test value.
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established system may be due in part to the nature of N cycling in the region,
where high but variable contributions of N to the crop from soil N mineralization
and manure application are common.
Soil samples were taken from a total of 37, 74, and 111 silage corn fields
in south coastal BC in 1994, 1995, and 1996, respectively to measure the
PSNT test value (Fig. 6). A total of 70, 81, and 41% of the fields exceeded the
critical PSNT value of 30 mg NO3-N kg21 soil based on the minimum risk of
yield loss model in 1994, 1995, and 1996, respectively, suggesting that no
sidedress N was required to obtain optimum crop yield. For the fields with a
PSNT test value below the critical value, an average of 9, 7, 4, 7, and 5% of
fields fell into the ,14, 14–18, 18–21, 21–26, and 26–30 mg NO3-N kg21
soil test categories when averaged across the three years of the study (Fig. 6).
The weighted average sidedress N that would be recommended was 21, 17,
and 41 kg N ha21 in 1994, 1995 and 1996, respectively. If it is assumed that all
fields would receive an average of 25 kg N ha21 as starter, then corn fields
would, on average, receive 46, 42, and 66 kg N ha21 in 1994, 1995 and 1996,
respectively.
Information on the total quantity of fertilizer N applied to a corn fields in
south coastal BC is not available. Nitrogen budgets for the Lower Fraser Valley
estimated an average of 140 kg N ha21 inorganic fertilizer N for silage corn (1). If
this value is correct, and assuming the three years of the project are typical with
respect to PSNT test values, then the average potential reduction in fertilizer N is
about 90 kg N ha21, or about $80 ha21 not including any reduction in fertilizer
application costs.
Figure 6. Relative frequency of PSNT soil test values in farm fields in south coastal BC
in three years.
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While these estimates are not directly comparable to those obtained in other
studies, the potential economic benefit estimated from this study is generally
higher than reported elsewhere. Musser et al. (29) estimated that use of the PSNT
in Pennsylvania would increase economic return to producers by from $9 to
$34 ha21, and reduce fertilizer N use by 23 to 67 kg N ha21. Babcock and
Blackmer (27) estimated use of the PSNT in Iowa could result in an average
reduction in fertilizer N use of 38%, and an increase in economic return to the
producer of up to $54 ha21. For Pennsylvania, Roth et al. (28) estimated that use
of the PSNT would result in reduced fertilizer N application for 52% of fields,
with an average reduction of 25 kg ha21 across all corn fields.
The greater potential economic benefit associated with the use of the PSNT
in south coastal BC is likely due primarily to the very high level of soil N fertility,
and the lack of an established system for making fertilizer N recommendations,
allowing substantial reductions in fertilizer N application to be made while
maintaining optimum yield. Such potential reductions are large despite the choice
of a relatively high critical PSNT value.
CONCLUSIONS
Corn yield response to N fertilization in south coastal BC was limited due
to high soil N fertility. The high fertility was due in part to high soil N
mineralization, resulting from favourable climatic conditions and a history of
annual manure application on most corn fields. High and variable soil N supply to
the corn crop was provided by soil N mineralization, spring manure application
for manured trials, and in some fields from plough-down of a preceding forage
grass crop.
Critical PSNT test values of 19 and 23 mg NO3-N kg21 soil were estimated
using the Cate-Nelson and linear-plateau regression approaches, respectively.
These critical values, and the associated success rates for the PSNT, were similar
to those reported in previous studies. Producer acceptance of these critical values
is limited because of the risk of sub-optimal yield, because this approach does not
allow prediction of fertilizer N recommendations below the critical PSNT value,
and because no alternative system for making fertilizer N recommendations
below the critical value exists for this region.
For CPR ¼ 17:1; NMER ranged from 0 to 108 kg N ha21. A linear-plateau
regression model for the relationship between NMER and PSNT test value
indicated a higher critical PSNT test value of 32 mg NO3-N kg21 soil, however,
this model underestimated NMER by 50 kg N ha21 or more in some trials. As a
result, a minimum risk of yield loss model, which encompassed most extreme
NMER values was developed which had a critical PSNT value of 30 mg
NO3-N kg21 soil and a maximum fertilizer N recommendation of 125 kg N ha21.
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Adoption of fertilizer N recommendations based on the minimum risk of
yield loss model should result in a similar or slightly higher risk of nitrate
leaching as compared to fertilization at NMER. Excessive soil NO3 at harvest was
primarily due to a greater supply of N from soil N mineralization, mineralization
of forage residues from the previous growing season, and spring manure
application than was required by the crop, rather than from excessive fertilizer N
application.
Adoption of fertilizer N recommendations based on the PSNT was
estimated to reduce fertilizer N application to silage corn in south coastal BC by
90 kg N ha21, or about $80 ha21, not including any reduction in application
costs.
ACKNOWLEDGMENTS
The assistance and cooperation of all the growers who allowed us to work
on their fields is gratefully acknowledged. Funding for the project was provided
by Agriculture and Agri-Food Canada, the Canada-British Columbia Green Plan
for Agriculture, Coast Agri Ltd., and the Fraser River Action Plan of
Environment Canada. The assistance of M. Betts, BCMAFF in conducting trials
on Vancouver Island is gratefully acknowledged. Laboratory and field
assistance was provided by B. Harding, G. Telford, L. Birston, D. Chapple,
and C. Watson.
REFERENCES
1. Zebarth, B.J.; Paul, J.W.; Van Kleeck, R. The Impact of Nitrogen
Management in Agricultural Production on Water and Air Quality:
Evaluation on a Regional Scale. Agric. Ecosystems Environ. 1998, 72,
35–52.
2. Zebarth, B.J.; Paul, J.W.; Schmidt, O.; McDougall, R. Influence of the Time
and Rate of Liquid Manure Application on Yield and Nitrogen Utilization
of Silage Corn in South Coastal British Columbia. Can. J. Soil Sci. 1996,
76, 153–164.
3. Magdoff, F.R.; Ross, D.; Amadon, J. A Soil Test for Nitrogen Availability
to Corn. Soil Sci. Soc. Am. J. 1984, 48, 1301–1304.
4. Magdoff, F. Understanding the Magdoff Pre-sidedress Nitrate Test for
Corn. J. Prod. Agric. 1991, 4, 297–305.
5. Meisinger, J.J.; Bandel, V.A.; Angle, J.S.; O’Keffe, B.E.; Reynolds, C.M.
Presidedress Soil Nitrate Test Evaluation in Maryland. Soil Sci. Soc. Am. J.
1992, 56, 1527–1532.
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6. Klausner, S.D.; Reid, W.S.; Bouldin, D.R. Relationship Between Late
Spring Soil Nitrate Concentrations and Corn Yields in New York. J. Prod.
Agric. 1993, 6, 350–354.
7. Magdoff, F.R.; Jokela, W.E.; Fox, R.H.; Griffin, G.F. A Soil Test for
Nitrogen Availability in the Northeastern United States. Commun. Soil Sci.
Plant Anal. 1990, 21, 1103–1115.
8. Bundy, L.G.; Andraski;, T.W. Soil Yield Potential Effects on Performance
of Soil Nitrate Tests. J. Prod. Agric. 1995, 8, 561–568.
9. Zebarth, B.J.; Paul, J.W. Growing Season Nitrogen Dynamics in Manured
Soils in South Coastal British Columbia: Implications for a Soil Nitrate Test
for Silage Corn. Can. J. Soil Sci. 1997, 77, 67–76.
10. Zebarth, B.J.; Paul, J.W.; Younie, M.; Bittman, S.; Telford, G. Reducing
Risk of Ground Water Contamination Through Development of a Nitrogen
Test for Silage Corn in South Coastal British Columbia; Potato Research
Centre Tech. Rept. 99-01, 76 pp. Agriculture and Agri-Food Canada:
Fredericton, NB, Canda, 1999.
11. Keeney, D.R.; Nelson, D.W. Nitrogen-Inorganic Forms. In Methods of Soil
Analysis, Part 2 Chemical and Microbiological Properties; 2nd Ed; Page,
A.L. Ed.; ASA-SSSA: Madison, WI, 1982, 643–698.
12. SAS Institute Inc., SAS/STAT User’s Guide: Statistics,Version 6; 4th Ed;
SAS Institute Inc. Cary, NC, 1990.
13. Cate, R.B.; Nelson, L.A. A Simple Statistical Procedure for Partitioning
Soil Test Correlation Data into Two Classes. Soil Sci. Soc. Am. Proc. 1971,
35, 658–659.
14. Marx, E.S. Evaluation of Soil and Plant Analyses as Components of a
Nitrogen monitoring Program for Silage Corn M.Sc., 113 pp. Dept. Crop
and Soil Sci., Oregon State Univ. Corvallis, OR 1995.
15. Zebarth, B.J.; Sheard, R.W.; Curnoe, W.E. A Soil Test Calibration Method
for Potassium on Alfalfa Which Allows for Variation in Crop Value and
Fertilizer Cost. J. Prod. Agric. 1991, 4, 317–322.
16. Atmospheric Environment Service, Environment Canada, unpublished
data.
17. Kowalenko, C.G. The Dynamics of Inorganic Nitrogen in a Fraser Valley
Soil With and Without Spring or Fall Ammonium Nitrate Applications.
Can. J. Soil Sci. 1987, 67, 367–382.
18. Magdoff, F. Field Nitrogen Dynamics: Implications for Assessing N
Availability. Commun. Soil Sci. Plant Anal. 1991, 22, 1507–1517.
19. Fox, R.H.; Roth, G.W.; Iversen, K.V.; Piekielek, W.P. Soil and Tissue
Nitrate Tests Compared for Predicting Soil Nitrogen Availability to Corn.
Agron. J. 1989, 81, 971–974.
ZEBARTH ET AL.2738
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ORDER REPRINTS
20. Sims, J.T.; Vasilas, B.L.; Gartley, K.L.; Milliken, B.; Green, V. Evaluation
of Soil and Plant Nitrogen Tests for Maize on Manured Soils of the Atlantic
Coastal Plain. Agron. J. 1995, 87, 213–222.
21. Heckman, J.R.; Govindasamy, R.; Prostak, D.J.; Chamberlin, E.A.; Hlubik,
W.T.; Prostko, E.P. Corn Response to Sidedress Nitrogen in Relation to
Soil Nitrate Concentration. Commun. Soil Sci. Plant Anal. 1996, 27,
575–583.
22. Jemison, J.M., Jr; Lytle, D.E., Jr Field Evaluation of Two Nitrogen Testing
Methods in Maine. J. Prod. Agric. 1996, 9, 108–113.
23. Spellman, D.E.; Rongni, A.; Westfall, D.G.; Waskom, R.M.; Soltanpour,
P.N. Pre-sidedress Nitrate Soil Testing to Manage Nitrogen Fertility in
Orrigated Corn in a Semi-arid Environment. Commun. Soil Sci. Plant Anal.
1996, 27, 561–574.
24. Evanylo, G.K.; Alley, M.M. Presidedress Soil Nitrogen Test for Corn in
Virginia. Commun. Soil Sci. Plant Anal. 1997, 28, 1285–1301.
25. Blackmer, A.M.; Pottker, D.; Cerrato, M.E.; Webb, J. Correlations Between
Soil Nitrate Concentrations in Late Spring and Corn Yields in Iowa. J. Prod.
Agric. 1989, 2, 103–109.
26. Zebarth, B.J.; Bowen, P.A.; Toivonen, P.M.A. Influence of Nitrogen
Fertilization on Broccoli Yield, Nitrogen Accumulation and Apparent
Fertilizer-nitrogen Recovery. Can. J. Plant Sci. 1995, 75, 717–725.
27. Babcock, B.A.; Blackmer, A.M. The Value of Reducing Temporal Input
Nonuniformities. J. Agric. Resour. Econ. 1992, 17, 335–347.
28. Roth, G.W.; Beegle, D.B.; Bohn, B.J. Field Evaluation of a Presidedress
Soil Nitrate Test and Quicktest for Corn in Pennsylvania. J. Prod. Agric.
1992, 5, 476–481.
29. Musser, W.N.; Shortle, J.S.; Kreahling, K.; Roach, B.; Huang, W.; Beegle,
D.B.; Fox, R.H. An Economic Analysis of the Pre-sidedress Nitrogen Test
for Pennsylvania Corn Production. Rev. Agric. Econ. 1995, 17, 25–35.
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