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a USDA-ARS, 117 Keim Hall, Univ. of Nebraska, Lincoln, NE 68583-0934
b Dep. of Agron. and Hortic., Univ. of Nebraska, Lincoln, NE 68583-0915
* Corresponding author (cwortmann2{at}unl.edu).
Received for publication December 11, 2002.
| ABSTRACT |
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| INTRODUCTION |
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Rotation of corn and soybean is often preferred to continuous cropping with either crop because the rotation produces greater grain yield of both crops (Peterson and Varvel, 1989a, 1989b; Varvel, 1994; West et al., 1996). Input costs are often less with rotation (Foltz et al., 1995), with less N fertilizer needed for the cornsoybean rotation compared with continuous corn. A cornsoybean rotation is also more effective in preventing deep leaching of nitrate N than continuous corn (Katupitiya et al., 1997; Varvel and Peterson, 1990). Reduced stress from pests may be one of the reasons for improved yield with crop rotations (Boosalis and Doupnik, 1976).
Reports on the effects of tillage and crop sequence (rotation) on grain yield of both corn and soybean in the Corn Belt vary considerably. Planting corn and soybean without tillage results in increased yield in some environments but less in other environments. Several researchers have shown that the crop rotation benefit is greater with no-till than with tillage (Griffith et al., 1988; Lund et al., 1993). The summary statement that yield increase with no-till compared with tillage is less likely for continuous corn compared with corn in rotation on poorly drained soils in northern latitudes is supported by results of tillage studies conducted on both poorly and well-drained soils in Ohio (Dick et al., 1991) and on poorly drained soils in Illinois (McIsaac et al., 1990) and Iowa (Brown et al., 1989).
On well-drained soils, crop yields were less with no-till than with tillage in studies conducted in Iowa (Chase and Duffy, 1991), Indiana (West et al., 1996), northwestern Iowa (Bakhsh et al., 2000), and Wisconsin (Adee et al., 1994; Lund et al., 1993). In contrast, yields were greater with no-till in Nebraska (Dickey et al., 1994) and Ohio (Dick et al., 1991). To further complicate the issue, no differences in yield between no-till and tilled treatments were reported for studies conducted in Michigan (Hesterman et al., 1988) and Wisconsin (Al-Darby and Lowery, 1986; Lund et al., 1993). Corn and/or soybean yield was greater with ridge-till than with no-till in Indiana (West et al., 1996) but not different in Nebraska (Cahoon et al., 1999) and Wisconsin (Al-Darby and Lowery, 1986). Griffith and Wollenhaupt (1994) summarized these differing results by stating that the probability of a corn yield increase with no-till is greatest on well-drained soil when grown in rotation and in southern latitudes of the United States. The objective of this research is to evaluate the influence of seasonal temperature and precipitation on tillage and crop sequence (rotation) effects on the grain yield responses in corn and soybean production.
| MATERIALS AND METHODS |
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The experiment was designed as a randomized complete block (six blocks) with a split-plot arrangement of treatments. Tillage treatments were assigned to whole plots and included chisel plow (chisel), tandom disk (disk), moldboard plow (plow), no-till, ridge-till, and subsoil tillage. Subplot treatments were continuous corn, continuous soybean, soybeancorn, and cornsoybean so that each phase of all crop sequences was presented each year. Whole plots were 18.3 (twenty-four 0.76-m rows) by 22.9 m. Subplots were 4.6 (six 0.76-m rows) by 22.9 m.
After grain harvest from 1986 through 1999, corn stover was chopped on the chisel, plow, and subsoil treatments. These treatments were then tilled. Depth of tillage was approximately 25 cm for the chisel and plow treatments and 36 cm for the subsoil treatment. The straight chisel shanks with straight points were at a 25-cm spacing. The subsoil implement (Blu-jet Subtiller1, Thurston Manufacturing Co., Thurston, NE) was equipped with standard shanks and fall-till points at a 76-cm spacing and positioned to operate between the planted rows. Residue was chopped in spring for the disk, no-till, and ridge-till treatments. Depth of tillage for the disk treatment was approximately 10 cm. All tilled treatments were disked to <10 cm depth before planting (including the disk treatment, which was disked a second time). No primary or secondary preplant tillage operations were performed on the no-till or ridge-till treatments. Corn was planted in the first week of May as weather and soil conditions allowed, except in 1996 when planting was delayed, because of wet soil, until 26 May. Soybean planting also depended on weather and soil conditions but was usually delayed by 1 wk (by 2 wk in 1989 when soybean was planted on 17 May) after corn was planted. All crops were planted in 76-cm rows with a planter equipped with six Kinze Precision Placement Style A row units (Kinze Manufacturing Co., Williamsburg, IA) with double-disk openers. Scalloped trash disks were adjusted to remove 3 to 5 cm of soil from the top of the ridge in the ridge-till treatment. In the no-till treatment, the trash disks were adjusted to move 0 to 2 cm of soil and the old crown from the row. All treatments, except no-till, were cultivated between the V5 and V8 growth stages (Ritchie et al., 1986) for corn and about V5 growth stage (Ritchie et al., 1996) for soybean. At this time, or within 2 wk, ridges were formed in the ridge-till treatment. Both cultivating and ridging were done with a Buffalo row-crop cultivator (Fleischer Manufacturing Co., Columbus, NE). Since 1999, stalks were chopped on all treatments, and all of the tilled treatments (including disk) were tilled in fall after grain harvest. All tilled treatments were disked lightly before planting.
Other cultural practices were similar to those used by local producers. Currently recommended hybrids of corn and varieties of soybean were planted each year. Planting population for corn ranged from 40000 kernels ha1 in the early years of the study to 58000 kernels ha1 in more recent years (since 1996). Soybean was planted at rates between 250000 and 375000 seeds ha1. Insecticides (which varied over years) were applied to corn at planting according to label procedures to reduce rootworm damage. For both corn and soybean, a combination of pre- and postemergence herbicides (again products varied over the years of study), cultivation, and hand weeding were used to control weeds. Roundup Ready varieties of soybean have been planted since 1998. Roundup Ready hybrids of corn have been planted since 1999. Nitrogen was broadcast to corn at 113 kg N ha1 as ammonium nitrate at about the V3 growth stage. Other plant nutrients were within optimum levels for corn and soybean production.
Corn and soybean were harvested after reaching physiological maturity. Before 1998, yield was determined by hand-collecting all ears from an area of at least 9.3 m2 within each corn plot. Grain was removed from the ears, weighed, and sampled for water content determination. During this period, soybean yield was determined by collecting all plants from an area of at least 4.6 m2. Plant samples were air-dried and grain threshed from stover. Grain was weighed and sampled for water content determination. Since 1998, both corn and soybean grain were harvested with a plot combine to determine yield. Three central rows of each plot were sampled. All yield data were adjusted to 155 g1 kg1 for corn and 130 g1 kg1 for soybean.
Precipitation use efficiency was determined by dividing grain yield by annual precipitation (1 October to 30 September) and expressed as kilograms per hectare per centimeter.
Data were analyzed using a split plot in time and space analysis of variance as calculated by SAS PROC MIXED (Littell et al., 1996). Years were considered as split plots in time and a random effect. Block, tillage, and rotation effects were considered fixed in determining the expected mean squares and appropriate F tests in the analysis of variance. Residuals were similar for all tillage and rotation treatments for both the corn and soybean yields. Alpha = 0.05 was used in this study to declare effects or differences significant, unless stated otherwise.
To assess the influence of weather during different parts of the season on productivity, correlations were calculated between grain yield and mean air temperature and total precipitation of weekly intervals over each season (1 October through 30 September). Weekly intervals with high correlations to grain yield tended to cluster, but the clusters were not consistent between air temperature and precipitation. Intervals with significant (p < 0.05 unless indicated otherwise) correlations with grain yield are reported. Results of these analyses are reported as yield response (increase or decrease) to temperature and precipitation. When we state, for example, that yield was less with high temperature for a specific period, we are comparing temperature and the yield response for the specific year to the average temperature for the duration of the study. Stated in other terms, if for the specified period, a negative correlation occurred between grain yield and temperature, this means that greater-than-average yields occurred in years when temperature for the period was less than average. No specific value can be assigned to high or low temperature or precipitation, the specific values differed for each period and each comparison. Even though specific values cannot be stated, the significant correlations indicate that the relative relationship occurred with a frequency greater than can be attributed to chance.
When treatment x environment (year or site) interactions are significant, the stability model of Eberhart and Russell (1966) is a tool often used by crop breeders, geneticists, and agronomists for further analysis (Lin et al., 1986; Mekbib, 2002). With this model, treatment yield is regressed (linearly) on an environmental index. Eberhart and Russell (1966) stated, "An index independent of the experimental varieties (treatments) and obtained from environmental factors such as rainfall, temperature, and soil fertility would be desirable." Unfortunately, an independent environmental index describing the yield potential of each environment has been difficult to construct given the variation in weather, edaphic, biotic, and management characteristics for the duration of the season and the interactions of these characteristics on crop performance. In the absence of such an independent index, Eberhart and Russell (1966) suggested that a surrogate environmental index can be composed of the trial means from the range of environments over which the experiment was conducted, thereby quantifying the production potential for each environment in terms of grain yield. This surrogate environmental index has been widely used to execute stability analyses (Saeed et al., 1987; Boman et al., 1997). For our analyses, the environmental index was composed of the annual mean yield for the entire experiment (mean of all 12 treatment combinations for each crop). Regressing the treatment means for each environment on the environmental index gave a regression coefficient (ß), which is a measure of a treatment's general responsiveness to the environment, and deviations from regression (1 r2) and standard errors of slope, which are estimates that measure a treatment's specific response to environmental conditions.
It is traditional to report and discuss the interactions before presenting the main effects in scientific papers. In this paper, we deviate from this mold and present the reader a general overview of the main effects before dissecting the interactions. Therefore, for both corn and soybean, we present a brief summary for the main effect before using the Eberhart and Russell (1966) stability analysis and regression analysis of weekly temperature and precipitation on grain yield to examine interactions. We feel this approach improves presentation of outcomes from this study.
| RESULTS AND DISCUSSION |
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The rotation x year interaction was significant for corn yields (Table 1). The fitting process associated with the EberhartRussell stability analysis resulted in lines with similar slopes (i.e., lines were parallel) when the observed yield data for rotated and continuous corn were regressed on the environmental index (Table 4). A greater rotation effect was associated with lower spring temperatures (from 26 March through 13 May; r = 0.49, p = 0.056; Table 3), possibly because of less mineralization of nutrients (Linn and Doran, 1984) under cooler soil conditions.
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The tillage x year interaction (Table 1) was not explained by regressing treatment means on the environmental index (Table 4). The relatively low r2 value for the plow (r2 = 0.93), continuous corn treatment was because of a major negative deviation from the regression line in 2000, but this was not explained by the weekly weather data analysis. Grain yield with the no-till treatment was less than for the plow treatment with cooler weather from 19 March through 10 June (r = 0.53, p = 0.036; Table 3). Early-season soil temperature was not monitored throughout the duration of this study, but in 1987, no-till soil (at 10-cm depth) was 2°C cooler than plow or disk while in 1988, soil was warmer with plow than disk and no-till (Baumert-Powers, 1989). The yield advantage of plow over no-till, under the continuous corn system, was increased with greater rainfall from 9 July to 5 August (r = 0.45, p < 0.10; Table 3).
The rotation x tillage interaction was not significant in this study (p = 0.80; Table 1). In Wisconsin, Lund et al. (1993) did not observe a tillage effect on corn yield following soybean (rotation), but continuous corn yield was less with no-till than with tillage. They associated the reduced yield of no-till, continuous corn with the greater amount of crop residue and cooler soil temperature in the spring (2.7°C less). West et al. (1996) also reported less grain yield with no-till than with other tillage systems, but the yield reduction was greater with continuous corn than with corn following soybean. Swanson and Wilhelm (1996) found that different amount of spring-applied surface residue (one of the changes in the soil associated with tillage) did not affect grain yield.
The rotation x tillage x year interaction (Table 1, p = 0.025) for corn yield was not because of differences in treatment response to the environment index (Table 4). When treatment means were regressed on the environmental index of annual overall mean yields, all slopes were equal to 1. The three-way interaction effect was primarily caused by greater deviations for three treatments [continuous corn with no-till (r2 = 0.94) and both rotated (r2 = 0.94) and continuous (r2 = 0.93) corn with plow tillage] from the normal response of the other treatments to the environmental index as indicated by the lower r2 values and greater standard error (Table 4).
Soybean Yield
The main effects of rotation and year, as well as the tillage x year and rotation x year interactions, were significant for soybean yield (Table 1). The average grain yield for soybean rotated with corn for the period 1986 through 2001 was 2.58 Mg ha1, with individual-year average yields ranging from 1.56 to 4.01 Mg ha1 (Table 5). For continuous soybean, the average grain yield was 2.35 Mg ha1 but ranged from 1.27 to 3.52 Mg ha1 for individual years (Table 5). The mean yield increase associated with crop rotation (0.23 Mg ha1; Table 5) was similar to that observed in eastern Nebraska by Peterson and Varvel (1989b) where the mean yields for rotated and continuous soybean were 2.7 and 2.4 Mg ha1, respectively.
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Soybean yield was less with greater temperatures from 23 July to 12 August (Table 3 and Fig. 4) . Yamoah et al. (1998) also found increased late-summer temperature to be negatively correlated with soybean yield, especially for continuous soybean.
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While soil water was not monitored continuously in this study, cumulative water use by soybean was similar (within 10 mm) for plow, disk, and no-till treatments in both 1987 and 1988. In addition, leaf water potential increased and decreased more slowly (in response to rainfall and drying events, respectively) for no-till than disk and plow (Baumert-Powers, 1989). As would follow, soybean leaf water potential fluctuated more with plow than with disk or no-till. Mean precipitation use efficiency was 36.9 kg ha1 cm1 (21.150.3 kg ha1 cm1) for continuous soybean and 40.7 kg ha1 cm1 (21.352.2 kg ha1 cm1) for soybean following corn.
| CONCLUSIONS |
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| ACKNOWLEDGMENTS |
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| NOTES |
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| REFERENCES |
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