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a Agric. & Agri-Food Canada, Southern Crop Protection & Food Research Centre, 1391 Sandford St., London, ON, N5V 4T3 Canada
b R.C. Roy (deceased), Agric. & Agri-Food Canada, Southern Crop Protection & Food Research Centre, Delhi, ON, N4B 2W9 Canada
* Corresponding author (ballb{at}agr.gc.ca)
| ABSTRACT |
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Abbreviations: INJ, inject LSM, liquid swine manure LSM-N, liquid swine manure total N Ninorg, soil inorganic N PSNT, presidedress nitrate test TD, topdress
| INTRODUCTION |
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Growers sometimes compensate for low manure-N efficiency by either increasing manure application rates or applying fertilizer N in addition to manure. This loading may cause N movement to ground- and surface waters and build-up of soil P in the case of increased manure application rates (Cote et al., 1999). Swine wastewater applications in North Carolina led to increased NO3N concentrations in groundwater and increased NH3N and NO3N in stream water (Stone et al., 1998). Nitrogen moves to groundwater by leaching and to surface waters both with overland flow and through tile drains. The ensuing N enrichment impairs drinking water quality, and in surface waters contributes to eutrophication (Hubbard et al., 2004).
Since N-use efficiency of land-applied manure can vary greatly depending on the method and time of application (Mooleki et al., 2002), there is potential for improvement. Few studies report manure N-use efficiency from sidedress application despite numerous advantages, such as the opportunity for seasonal rate adjustment based on soil supply and crop demand. Seasonal rate adjustment has resulted in considerable economic and environmental gains in fertilized systems (Sogbedji et al., 2001). Also in fertilized systems, tools such as the postharvest topsoil (Andraski et al., 2000) and corn stalk (Brouder et al., 2000) NO3N tests have been developed to assess N management. For example, stalk NO3N concentrations >2 g kg1 indicate either excess NO3N in soil or stress occurrence (Binford et al., 1990). Data are needed to confirm whether these tools are similarly useful for reporting on N balance in manured systems.
The transition from mixed arable-livestock farming to specialized operations has resulted in the uncoupling of nutrient cycles and consequent pollution (Hooda et al., 2000). Systems that restore soil-plant-animal nutrient cycles are needed for economic and environmental sustainability. We hypothesized that manure N-use efficiency could be improved through precision in timing, rate, and placement to the extent that corn nutrient requirements could be met using liquid manure without compromising the environment. Objectives of this study were to determine effects of rate and method of sidedressed LSM on N partitioning in the plantsoilwater system and on N balance indicators such as the end-of-season soil and stalk NO3N tests.
| MATERIALS AND METHODS |
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Sampling and Analyses
Corn Grain Yield, Nitrogen Concentration, and Uptake
Corn grain yield was measured every 1 to 3 s along the entire plot length (two six-row passes per plot) using a combine equipped with a yield monitor and GPS receiver in late October or early November each year. Grain subsamples were manually collected before combining from four 6-m sections per plot approximately 40 m apart along the center of each 12-row plot. Following weight and moisture determination, grain samples were dried to approximately 15% moisture, ground to <2 mm using a Wiley mill, and then ground finer by rolling for 48 h on a conveyor in glass jars containing stainless steel rods. Total N in ground grain was then determined by combustion analysis (LECO Corp., St. Joseph, MI). Grain N uptake was calculated by multiplying yield (kg ha1) corrected to 15.5% moisture at each subsampling location by grain N concentration at the same location.
Grain yield response to total N in injected manure (LSM-N as the independent variable) was analyzed using the Mixed procedure for repeated measures (SAS Institute, 1999), with subsampling location specified as the residual effect in the repeated statement (replicate pooled across total N rate as the subject) and preapplication soil NO3N (PSNT, Ball-Coelho et al., 2005a) as the covariate. The response was analyzed by year rather than with all years combined because unlike LSM volume, LSM-N rates were unique each year, due to yearly variation in LSM-N concentration (Table 1). The PSNT was used as a covariate due to spatial variation and correlations with grain yield (r = 0.39, P = 0.032 in 1999; r = 0.11, P = 0.65 in 2000; r = 0.31, P = 0.015 in 2001; and r = 0.43, P = 0.0059 in 2002, INJ treatments). When grain yield response to LSM-N was affected by the PSNT (all but 2002, Table 1), yield means and regression curves were adjusted using several (4 to 5) PSNT values each year representative of the PSNT range measured in the field (3 to 20 mg NO3N kg1 in 1999; and 3 to 12 mg NO3N kg1 in 2000 and 2001). Adjusted regressions were generated using adjusted least squares mean yields at that PSNT level and the reciprocal of the square of the standard error of each mean as weights (Milliken and Johnson, 2002b). Total amounts of N in injected manure required to achieve 95% of maximum grain yield (optimal yield) were calculated using the quadratic response functions.
The PSNT was also correlated with grain N concentration (r = 0.55, P < 0.0001) and grain N uptake (r = 0.38, P < 0.0001) from 1999 to 2002. Therefore grain N concentration and uptake data were analyzed with the PSNT specified as a covariate using the Mixed procedure for repeated measures (SAS Institute, 1999), with site-year (19992002) specified as a repeated effect in a random statement (replicate pooled across method x rate as the subject) and subsampling location specified as the residual effect in the repeated statement (year x replicate pooled across method x rate as the subject). Rate was specified on a volume basis for these models. Grain N data collected from two subsample locations of one replicate in 1999 could not be included in covariate analyses because corresponding preapplication soil samples were not collected. Grain N data collected from locations where fertilizer N was inadvertently applied (two subsample locations in 2000, described in Ball-Coelho et al., 2005a) were also excluded because covariate adjustment did not completely remove the fertilizer effect. Grain N data were subset for two balanced analyses. Method effects were assessed by excluding data at rates where both methods were not tested, while rate effects were assessed by excluding TD data since it was not tested at all rates. The relationship between grain N data (19992002 grouped data) and the PSNT varied each year, as indicated by PSNT x year interactions for both grain N concentration and uptake. Grain N concentration increased with PSNT in 1999 and 2002 but not in 2000 or 2001, while grain N uptake increased with PSNT each year except 2000. Therefore method and rate means were adjusted to the average PSNT of the experiment each year and compared within years.
Agronomic efficiency was calculated based on grain yield (kg grain ha1 ÷ kg total N in applied manure ha1). Manure-N recovery (kg grain N uptake ha1 ÷ kg total N in applied manure ha1) and apparent recovery (kg grain N uptake ha1 [manured check] ÷ kg total N in applied manure ha1) were calculated based on N removed in harvested grain. For comparison to literature values, apparent LSM-N recovery was also calculated using aboveground crop uptake by assuming stover N uptake was 20 (control) and 40 (manured) kg N ha1 (measured response to fertilizer N; Ball-Coelho et al., 2005b).
Inorganic Nitrogen in Topsoil Postharvest and Down the Soil Profile
Residual Ninorg in topsoil (020 cm) following harvest was determined from a composite of nine (1999), ten (2000, 2002), or 12 (2001) 2-cm diam. cores collected from each subsample location on 15 Oct. 1999, 14 Nov. 2000, 12 Nov. 2001, and 21 Oct. 2002. Nitrogen partitioning in deeper layers of the soil profile was assessed by collecting cores from LSM0 INJ, LSM37.4 INJ, LSM74.8 INJ, and LSM37.4 TD treatments about 3 mo after the second (on 27 Aug. and 11 Sept. 2001) and third (45 Sept. 2002) application of LSM at the silt loam site as described in Ball-Coelho et al. (2005a). Soil sampled to 180 (2001) and 120 (2002) cm deep was divided into five or seven depth increments (020, 2040, 4060, 6090, and 90120 cm in both 2001 and 2002, as well as 120150 and 150180 cm in 2002). Soil was mixed by pushing through a 6-mm opening screen, and Ninorg was then extracted by shaking 12.5 g of field-moist soil in 25 mL of 2 M KCl for 1 h. Concentrations of NO3N and NH4N in filtered soil extracts (Maynard and Kalra, 1993) were determined using continuous flow (Tel and Rao, 1981) colorimetry for 19992001 samples, and flow injection (Lachat Instruments, Milwaukee, WI) analysis (Liao, 1999; Diamond, 2001) for samples collected in 2002. Concentrations were corrected to a dry soil weight basis using gravimetric water content determined separately for each sample.
A log10 transformation normalized postharvest topsoil NO3N data and application method and rate effects were analyzed using the Mixed procedure for repeated measures (SAS Institute, 1999), with site-year (19992002) specified as a repeated effect in a random statement (replicate pooled across method x rate as the subject) and subsampling location specified as the residual effect in the repeated statement (year x replicate pooled across method x rate as the subject). Soil profile NO3N amounts were calculated based on significant treatment differences in NO3N concentrations (Ball-Coelho et al., 2005a) and bulk densities estimated from core weights and volumes.
End-of-Season Stalk Nitrates
Eight 20-cm stalk sections (the section 1535 cm above the soil surface) were collected on 16 Oct. 2002 from each of the 64 subsample locations where corn was manually harvested, and leaf debris was removed. Dried stalks were ground to <2 mm, a 0.5-g ground sample was shaken in 20 mL of dilute (2%) acetic acid for 1 h, and NO3N concentrations in the filtered extracts were determined. A natural log transformation normalized corn stalk NO3N (2002) data, which were analyzed according to the randomized complete block design using the General Linear Models procedure (SAS Institute, 1999) for ANOVA.
Tile and Adjacent Surface Water NO3N Concentrations
To collect tile water samples, access holes were excavated at the downstream ends of plots using a post-hole digger. Initially (June 2000) holes were excavated in only LSM0, LSM56.1, and LSM93.5 INJ, and LSM56.1 TD treatment plots. Exposed tiles were fitted with a metal trough, and corrugated plastic culverts were installed to stabilize access hole walls. It was noted during the 2000 season that the grooves of the installed culverts allowed mice to access and potentially contaminate tile drainage water. Therefore when access to the remaining eight tiles was installed in October 2000, walls of all access holes were instead stabilized using smooth plastic barrels, which when sealed off around the tile opening using insulating foam, excluded most rodents. Tile water samples were collected manually in 2000 and 2001. In 2002, automated water samplers (Isco Inc., Lincoln, NE) were used to collect water from all but four (LSM0 TD and LSM28.1 INJ treatments) of the 16 outlets, where samples were collected manually. Liquid level actuators placed in a plastic cup below each outlet were used to trigger automatic samplers whenever flow commenced. When flow was continuous, samplers were programmed for collection every 15 min for the first few hours and for every hour thereafter. Float-triggered bilges pumped out any standing water to ensure that samples were collected from water flowing directly out of the tiles.
Water samples were also collected manually from the main outlet draining the experimental area (20002002), and from the drainage ditch below, both up- and downstream of the outlet (20012002). Water from the outlet consisted of drainage water from all tiles in the experimental area plus several tiles draining the surrounding field, which was also planted with corn but did not receive manure. Samples collected from tiles, the outlet, and ditch until approximately fall freeze-up (November or December) were filtered (0.45 µm) and then frozen until concentrations of dissolved NH4N and NO3N were determined by flow injection analysis (Liao, 1999; Diamond, 2001).
Drainage water NO3N concentration data were grouped seasonally for analyses because treatment effects were observed later in the season (post-nitrification) rather than immediately after LSM application due to characteristically low NO3N in LSM. June to October 2000 data were analyzed as a separate group since tile water was accessed from only four treatments at that time. Thereafter, tile water was collected from all treatments, and data were grouped according to when LSM was applied: fall 2000 to preapplication 2001, post-application (summer) 2001 to preapplication (spring) 2002, and finally preapplication 2002 until monitoring ended on 30 July due to dry weather and lack of flow. Treatment effects on tile water NO3N concentrations were assessed using the Mixed procedure for repeated measures (SAS Institute, 1999), with sampling event within a season specified in the repeated statement (replicate pooled across method x rate as the subject). Tile data were subset for two analyses as described for grain N data.
The Akaike information criterion (AIC) for goodness of fit (Littell et al., 1998) was used to determine whether separate variance estimates each year were required for grain N and post-harvest topsoil NO3N data as site and year were confounded in 1999, and to determine the appropriate structure of the covariance matrix for all repeated models (Littell et al., 1998). Grain yield and N models were simplified with respect to the covariate (PSNT) as described in Milliken and Johnson (2002a). For all response variables, when treatment effects were significant, means were compared using the protected LSD at a 0.05 probability level (SAS Institute, 1999).
| RESULTS AND DISCUSSION |
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Application Method Effects on Grain Nitrogen Concentration and Uptake
Grain N concentrations were greater with INJ than TD in years when corn was sidedressed early (4- to 6-leaf stage in 2001, 2002), but did not differ with method in 1999 or 2000 when corn was sidedressed at 8- to 10-leaf stage (Tables 3 and 4). Furthermore, averaged over 4 yr, grain N concentrations were greater with INJ than TD in the manured (LSM37.4 and LSM56.1) plots (Tables 3 and 4). Grain N uptake followed trends similar to concentrations. In 2001 and 2002, grain N uptake was greater with INJ than TD (at LSM37.4 and LSM56.1), but in 1999 and 2000 with later sidedressing, was not affected by application method (Tables 3 and 4).
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Reduced N availability with topdressing is attributed to NH3N volatilization. Less notable method effects on N availability in years when sidedressing occurred later was likely the result of less volatilization with TD under the larger canopy where near surface air movement and temperature were reduced. Sodium bicarbonate-extractable P in the top 20 cm of soil remained the same for TD and INJ (Ball-Coelho et al., 2005a), providing evidence that runoff was not a major mechanism of nutrient loss with TD.
Liquid Swine Manure-Nitrogen Use Efficiency and Recovery
Agronomic efficiency of LSM-N (Table 5) was greater with INJ than TD in most cases (at 37.4 and 56.1 m3 ha1). At the injection rate for optimum yield, agronomic efficiency averaged 45 kg grain kg LSM-N1 over 4 yr (PSNT = 9 mg kg1), was greatest in 2002 (unadjusted), and least in 2000 (Table 2). Lower grain yield per unit LSM-N applied with INJ in 2000 than in other years (Tables 2 and 5) was likely due to wet conditions, which limited yield potential and may have increased N leaching.
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Apparent LSM-N recovery, which accounts for crop N uptake with no N applied, was greater with INJ than TD, particularly at LSM37.4 (Table 5). Similarly, Mooleki et al. (2002) found greater apparent LSM-N recoveries with injection than with broadcast plus incorporation most years. Calculated in terms of aboveground crop (grain + stover) N uptake rather than grain N uptake alone (crop N removal), apparent N recovery from LSM37.4 INJ averaged 43%. This is comparable with other estimates of 25 to 45% of LSM-N by canola, wheat, and barley (grain + straw) in Saskatchewan (Mooleki et al., 2002); 25 to 32% of dairy manure N by fescue in British Columbia (Bittman et al., 1999); 54% of urea ammonium nitrate N by corn in Ontario (3 yr average, 150 kg N ha1, Ball-Coelho and Roy, unpublished data), and 37% of fertilizer N on farms in North Central USA (Cassman et al., 2002).
Nitrogen Management Indicators
Post-Harvest Topsoil NO3N
Residual topsoil NO3N concentrations increased with LSM-N rate more so for INJ than TD and were greater with INJ than TD at both LSM37.4 and LSM56.1 (Table 3, Fig. 2
). Method and rate effects (Table 3) were more prominent in years when greater amounts of LSM-N were applied (2000, 2001; data not shown). Schmitt et al. (1995) similarly observed greater fall soil (030 cm) NO3N concentrations with (preplant) injected than with broadcast manure application.
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Tile Drainage Water NO3N
Dissolved NO3N concentrations in tile drainage water reflected total N balance in the system. In 2000, application rate effects were apparent approximately 1 mo after sidedressing. Tile water NO3N concentrations increased with LSM93.5, decreased with the control (LSM0), and were unchanged at the near-optimal application rate of LSM56.1 (Table 6, Fig. 3
). By August 2000, concentrations were 10 to 20 mg L1 greater with LSM93.5 than LSM0 or LSM56.1. On October 16, LSM93.5 tiles were not flowing, but LSM56.1 concentrations were more than 5 mg L1 greater than LSM0 (Fig. 3). From the time that all 16 tile access points became operational until before application the following spring (14 Nov. 200019 Jun. 2001), the rate effect was consistent (Table 6), with greater concentrations following LSM93.5 and LSM74.8 than LSM0 (Fig. 3). From 19 Jun. 2001 to 19 Jun. 2002, concentrations at LSM74.8 > LSM18.7 on most dates, LSM56.1 > LSM0 on six dates, LSM37.4 > LSM0 on two dates, and LSM56.1 > LSM37.4 on three dates (Table 6, Fig. 3).
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Impact of Liquid Swine Manure Application on NO3N in Receiving Surface Waters
Concentrations of NO3N in water from the main header outlet (into which all plots drained) relative to concentrations in the receiving surface waters both up- and downstream indicated that flow from the experimental area (integration of treatments over 3 ha) had little measurable impact on surface water NO3N loading. Generally concentrations were no greater at the down- than at the upstream location. Concentrations were sometimes greater from the outlet than from up- or downstream points (before 2001 application and 23 Jul. 2002), but instances also occurred when concentrations were either less in the outlet than in the stream (fall 2001) or were similar in both locations (June 2001 and 2930 Jul. 2002).
Nitrogen Partitioning in Crop, Soil, and Tile Drainage Water
Amounts of NO3N deeper in the soil profile indicated some N partitioning to subsoil layers at excess LSM application rates. The difference in NO3N accumulation for appropriate as compared with excessive application rates was 21 (2001) to 28 (2002) kg ha1 more NO3N at 40 to 90 cm deep with LSM74.8 than with LSM37.4 INJ. In terms of N applied in excess of crop uptake, 14 (2001) and 29% (2002) of the surplus N applied with LSM74.8 was recovered as NO3N in subsoil layers. Amounts of NH4N in topsoil postharvest (<5 kg ha1), deeper in the profile (data not shown), and transferred to tiles within 2 d of application (<0.5 kg ha1, data not shown) were insignificant relative to overall N balance.
We estimated NO3N transfer to tiles by assuming that 25% of the rain which fell from October to May each year drained to tiles. Drainage proportions were based on literature values from Ontario (30%, Drury et al., 1996), the UK (20%, Goulding et al., 2000), and Indiana (15%, Kladivko et al., 2004). Multiplying this flow estimate by average tile water NO3N concentration, approximately 9, 11, and 18 kg NO3N ha1 moved to tiles from fall 2000 to spring 2001 and 15, 26, and 36 kg NO3N ha1 from fall 2001 to spring 2002 with LSM0, LSM37.4, and LSM74.8 INJ, respectively. Greater transfer from 20012002 than from 20002001 is attributable to differences in precipitation, as NO3N concentrations were similar. Amounts are comparable with estimates from fertilized corn systems in Ontario of 26 kg NO3N ha1 yr1 (Drury et al., 1996), Indiana of 18 to 70 kg NO3N ha1 yr1 (Kladivko et al., 1991), Minnesota of 50 kg NO3N ha1 yr1 (Randall et al., 1997), and Iowa of 5 to >65 kg NO3N ha1 yr1 (Jaynes et al., 1999). As a proportion of the LSM-N applied, amount that moved to tiles as NO3N ranged from 5 to 6% (kg NO3N ÷ kg N applied) in 20002001 and 8 to 11% in 20012002 with LSM37.4 and LSM74.8, respectively. This is comparable with proportions observed in a fertilized watershed by Jaynes et al. (1999) of 10% of the N amount applied in a dry year, although NO3N movement to drainage water in their study ranged more widely (847% of N applied) in wetter years.
The difference in N movement to tile for appropriate as compared with excessive application rates was small in terms of the overall N budget, amounting to 7 (20002001) to 10 (20012002) kg ha1 more NO3N transferred to tiles following LSM74.8 than LSM37.4. In terms of N applied in excess of crop uptake, the proportion of N that moved to tiles was 5% from fall 2000 to spring 2001 following LSM93.5 and 11% from fall 2001 to spring 2002 following LSM74.8. Thus a larger proportion of the N applied in excess of uptake was recovered as NO3N in soil (23% topsoil + 21% in subsoil = 44%) than in tile drainage water (8%). Some of the NO3N contained in subsoil was within 1 m of the surface and thus remained available for subsequent crops. A portion of subsoil NO3N would also move to groundwater or more likely be denitrified. Cambardella et al. (1999) for example determined that Iowa subsoils (glacial till parent material, as in our study) have the capacity to denitrify 20 340 kg N ha1, the equivalent of 36 kg N ha1 yr1 for 565 yr. Further to denitrification losses, some of the unrecovered N likely remained in organic form in soil.
| CONCLUSIONS |
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Rate of injection was critical for both optimizing N-use efficiency and minimizing the environmental impacts of fertilizing corn with LSM. With LSM37.4 INJ, apparent N recovery by corn, which accounts for uptake in the control was 32%. This is comparable with reported values of apparent fertilizer N recovery and greater than previous estimates of manure N recovery. At optimal sidedress INJ rates, there was little evidence of significant N transfer to the surrounding environment. In contrast, where manure was injected at above-optimal rates, residual topsoil NO3N concentrations rose above 10 mg kg1, tile drainage water NO3N concentrations increased in the fall and following spring, and NO3N moved to deeper soil layers. The stalk NO3N test similarly indicated surplus N where LSM-N was injected in excess of crop demand, with treatment effects identical to those in the topsoil postharvest. Nitrate concentrations in topsoil, stalks, and tile water at the end of the season and in tile water the subsequent spring were all good indicators of residual N and are thus useful for reporting on N management. Tile water NO3N concentrations did not change in the weeks following application and so were not useful for tracing incidental manure movement to tile drainage water (i.e., bypass flow). Partitioning of LSM-N applied in excess of crop uptake was greater in soil (23% in topsoil + 21% in subsoil) than in tile drainage water (8%) at supra-optimal application rates (average of LSM93.5 and LSM74.8). With precise application rates, placement, and timing, corn nutrient requirements can be met using LSM without compromising the environment. When manure was injected rather than topdressed at rates near optimal for yield, which averaged 216 kg LSM-N ha1 in our study, crop N use was efficient and environmental impacts were minimal.
| ACKNOWLEDGMENTS |
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Received for publication April 12, 2005.
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