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a USDA-ARS, Crop Genet. and Prod. Res. Unit, P.O. Box 343, Stoneville, MS 38776
b Dep. of Agric. Econ., P.O. Box 9755, Mississippi State, MS 39762
c USDA-ARS Appl. and Prod. Technol. Res. Unit, P.O. Box 36, Stoneville, MS 38776
* Corresponding author (lheatherly{at}ars.usda.gov)
Received for publication January 9, 2001.
| ABSTRACT |
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Abbreviations: CSPS, conventional soybean production system ESPS, early soybean production system IRR, irrigated MG, maturity group NI, nonirrigated NR, narrow row POST, postemergent PRE, pre-emergent RW, row width WR, wide row WTRT, weed management treatment
| INTRODUCTION |
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Soybean, especially that not irrigated, provides relatively low gross return with a small margin for profit in the midsouthern USA (Heatherly et al., 1994; Heatherly and Spurlock, 1999; Williams, 1999). The small profit margin from soybean grown without irrigation dictates that all costs associated with production must be minimized and that yield losses due to controllable pests such as weeds must be prevented within economic constraints. In previous research at Stoneville, where drought was common during the reproductive period of soybean, level of weed management in nonirrigated (NI) CSPS plantings was of little consequence when the weeds present were not highly competitive species (Heatherly et al., 1994). However, weed management expenditures are made early in the season before the onset of drought stress and without knowledge of the ensuing moisture status for subsequent crop and weed development.
Inputs used for weed management in soybean represent a significant cost (Buhler et al., 1997; Heatherly et al., 1994; Johnson et al., 1997) and must be managed early [pre-emergent (PRE)] or on an as-needed basis [postemergent (POST)]. In narrow-row (NR) soybean plantings, effective weed management systems will almost exclusively involve herbicides (Johnson et al., 1997, 1998; Oliver et al., 1993), but this can lead to improved weed control in NR systems that will result in greater yield and net returns than from wide-row (WR) systems (Mickelson and Renner, 1997; Swanton et al., 1998). Use of combinations of PRE and POST herbicides with POST cultivation for broadleaf and grass weed control is commonplace in WR-CSPS systems in the midsouthern USA (Askew et al., 1998; Heatherly et al., 1993, 1994; Hydrick and Shaw, 1995; Oliver et al., 1993; Poston et al., 1992).
Wide-row soybean production systems are used because they match the row-spacing requirements of other row crops in a producer's crop mix. Wide-row systems are amenable to band application of herbicides and POST cultivation, which may result in lower weed control costs. Narrow-row systems, on the other hand, preclude POST cultivation, which normally has been used in WRs (
0.75 m) of the CSPS (Buhler et al., 1997; Hooker et al., 1997; Newsom and Shaw, 1996; Swanton et al., 1998). Bowers et al. (2000) determined that yields of MG III and MG IV indeterminate cultivars grown in NRs were greater than yields from WRs at 50% of the sites in a regional study (Arkansas, Louisiana, and Texas). However, weed control was essentially 100% in these studies, so the economic importance of yield responses could not be determined. Thus, determination of economically feasible weed management systems using broadcast-applied PRE and POST herbicides without POST cultivation in NRs and using band-applied PRE and POST herbicides with POST cultivation in WRs in the ESPS is necessary.
Many weed management systems will provide similar control of weeds, but cost differences can be large (Buhler et al., 1997; Heatherly et al., 1993, 1994). This cost difference, coupled with differences in yield among weed management systems, can mean significant differences in net return among systems of weed control (Buhler et al., 1997; Heatherly et al., 1993, 1994; Johnson et al., 1997). Only analysis of the economic effect of yield differences coupled with the effect of differing costs among weed management systems in different row widths (RWs) can accurately determine which production system is more profitable.
Plantings using the ESPS are being made in fields previously cropped using the CSPS where weed control was excellent and subsequent weed pressure is low. Varying the RW for soybean is expected to affect weed pressure because of RW's effect on time of canopy closure. Combinations of row spacing and cultivar with varying weed management in continuous (year after year) ESPS plantings in the midsouthern USA have not been evaluated. The objective of this study was to determine the effect of PRE and POST weed management on weed cover in and seed yield from NI and irrigated (IRR) ESPS plantings of nontransgenic soybean cultivars grown in NRs (0.5 m wide) and WRs (1 m wide) and to evaluate this effect on yield in relation to cost of and net return from the various systems.
| MATERIALS AND METHODS |
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Plantings were made on 8 Apr. 1997 and 1 Apr. 1998. A conventional plate planter with double-disk openers and closing wheels to seal the seed trench was used. Cultivars were Dixie 478 (MG IV, early maturing) and DP 3588 (MG V, later maturing), which were chosen based on yield history at the study site, regional variety trial results, and use patterns by producers. The MG IV cultivar has an indeterminate growth habit with upright stature and little branching. The MG V cultivar has a determinate growth habit with a bushy canopy structure resulting from branching up the entire length of the main stem. Seed were treated with mefenoxam [N-(2,6-dimethylphenyl)-N-(methoxyacetyl)-D-alanine methyl ester] fungicide at 0.11 g a.i. kg-1 seed before seeding.
Row widths were 0.5 m (NR) and 1 m (WR). Seeding rate was 16 seed m-1 NR and 33 seed m-1 WR, or about 50 kg ha-1 seed. Plots were 4 m (eight NRs or four WRs) wide and 21.5 m (IRR) or 30.5 m (NI) long in both years. All experiments were seeded into a stale seedbed (Heatherly and Elmore, 1983; Heatherly et al., 1993; Heatherly, 1999b) that had been tilled with a disk-harrow and/or a spring-tooth field cultivator in the fall. Glyphosate [N-(phosphonomethyl)glycine] at either 560 (1997) or 840 (1998) g a.i. ha-1 in 94 L ha-1 water was applied preplant to IRR in 1997 and to NI and IRR in 1998 to kill weed vegetation. Populations of emerged soybean plants were visually assessed to determine adequacy and uniformity within plots and among plots of different treatments. Random measurements were made after emergence each year, and stands were determined to be of acceptable density and uniformity in all plots.
Weed management treatments were selected along the following premises. First, uncontrolled weeds will reduce soybean yield. Therefore, no weedy check was included. Second, the inclusion of economic analyses in this study dictated that all WTRTs be practical and realistic. Also, there was no intent to determine how WTRT related to an economically unattainable or unfeasible weed-free environment. Therefore, a weed-free check was not included. Third, both PRE and POST broadleaf weed management may not be necessary, especially in WRs with POST cultivation. Fourth, cultivation in WRs was assumed to be a POST weed control measure that could be used in lieu of POST herbicides in a treatment with a POST component. Finally, the intent was to have weed management options that differ in cost. Broadcasting herbicides in NRs vs. banding herbicides along with supplemental POST cultivation in WRs is one way of doing this. Another way is to use PRE (based on expected weed infestations) vs. POST (based on actual weed infestations) herbicides in various combinations. Based on these premises, WTRTs were (i) PRE broadleaf and POST grass weed control, (ii) POST broadleaf and grass weed control, and (iii) PRE and POST broadleaf weed control and POST grass weed control. Weed management in NRs was done exclusively with herbicides, whereas both herbicides and POST cultivation were used in WRs. Postemergent cultivation was conducted in WRs three times in 1997 and two times in 1998. Within each WTRT, use of herbicides and their combinations in both NRs and WRs and use of cultivation in WRs was dictated by expected weed populations (PRE) or actual populations (POST). Selection of POST herbicides was based on expert opinion from assessing the presence and size of particular weed species in plots of each WTRT within each RW. The objective was to minimize weed competition within the constraints of each individual treatment.
Herbicides (see Table 1 for chemical notation) were broadcast-applied to NRs and band-applied (0.5-m-wide band centered over each row) to WRs each year at labeled rates with recommended adjuvants and in recommended tank mixes. Pre-emergent herbicides were applied immediately after planting each year. In 1997, rainfall did not occur until 14 d after PRE herbicide application, whereas 18.5 mm of rain fell 2 d after the PRE application in 1998. The 14-d period between the PRE treatment and rain in 1997 resulted in more intensive POST weed management in 1997 than in 1998 (see Table 1). Pre-emergent herbicides and POST broadleaf herbicides were applied in 187 L ha-1 water, whereas POST grass herbicides were applied in 94 L ha-1 water. Herbicides were applied using a canopied sprayer (Ginn et al., 1998a) for over-the-top applications (to prevent drift to adjacent plots of different treatments) or a directed sprayer (Ginn et al., 1998b) for applications underneath the developing soybean canopy. Herbicides and application rates were premix of metribuzin at 450 g a.i. ha-1 plus chlorimuron at 75 g a.i. ha-1 applied PRE, premix of bentazon at 560 g a.i. ha-1 plus acifluorfen at 280 g a.i. ha-1 applied POST, sethoxydim at 213 g a.i. ha-1 applied POST, fluazifop at 213 g a.i. ha-1 applied POST, and a tank mix of 2,4-DB at 224 g a.i. ha-1 plus linuron at 560 g a.i. ha-1 applied POST as a directed spray underneath the soybean canopy.
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Just before harvest each year, mature plant height (length from the soil surface to the tip of stem) was measured in all plots. Lodging ratings were recorded each year, but none exceeded a score of 1 (almost all plants erect). Thus, lodging data are not presented. A field combine modified for small plots was used to harvest the two (WR) or four (NR) center rows of each plot on 5 September (Dixie 478) and 22 September (DP 3588) in 1997 and on 27 August (Dixie 478) and 21 September (DP 3588) in 1998. Seed from all plots were cleaned by the harvesting machine; thus, correction for foreign matter content in seed of any treatment combination was not necessary in any year. Harvested seed were weighed and adjusted to 130 g moisture kg-1 seed.
Estimates of total expenses and returns were developed for each annual cycle of each experimental unit using the Mississippi State Budget Generator (Spurlock and Laughlin, 1992). Total specified expenses were calculated using actual inputs for each treatment in each year of the experiment and included all operating expenses and machinery ownership costs but excluded charges for land, management, and general farm overhead, which were assumed to be the same for all treatment combinations. Machinery ownership costs for tractors, self-propelled harvesters, implements, sprayers, and the irrigation system were estimated by computing the annual capital recovery charge for each machine and applying its per-hectare rate to each field operation. Operating expenses included those for herbicides and adjuvants, seed, rollout vinyl pipe used in irrigation, and labor; fuel, repair, and maintenance of machinery and irrigation systems; hauling harvested seed; and interest on operating capital. Planting expenses associated with NRs were $4 to $6 ha-1 greater than those for WRs and resulted from the difference in ownership costs of planters that is associated with the differing number of row units needed for a NR vs. WR planter. Weed management expenses after planting were calculated for each treatment and included charges for herbicides, surfactants, and application, plus POST cultivation in WRs. All application charges included both operating expenses and ownership costs associated with tractors and sprayers.
Costs for machinery and operating expenses were based on prices paid by Mississippi farmers each year. Irrigation expenses were based on a 65-ha furrow irrigation setup and included an annualized cost for the engine, well, pump, gearhead, generator, fuel tank and lines, and land leveling. Within the NI and IRR environments, expenses for both cultivars within a WTRT and year were essentially the same.
The USDA loan rate of $0.196 kg-1 soybean for Mississippi was used to calculate income from each experimental unit each year and to assess break-even prices, which were calculated by dividing the total expense for each treatment combination by its yield. Net return above total specified expenses was determined for each experimental unit each year.
Analysis of variance [PROC MIXED (SAS Inst., 1996)] was used to evaluate the significance of treatment effects on weed cover, plant height, seed yield, and net return within the separate NI and IRR experiments. Analyses across years treated year as a fixed effect to determine interactions involving year. Analyses for individual years treated RW, cultivar, and WTRT as fixed effects. Mean separation was achieved with an LSD0.05.
| RESULTS AND DISCUSSION |
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Nonirrigated
Plant Height
Row width, cultivar, and WTRT significantly affected plant height in both 1997 and 1998 (Table 3). In 1997, plants in NRs averaged 54 cm and those in WRs 50 cm; DP 3588 plants were an average 6 cm taller than Dixie 478 plants; and plants in WTRT 2 (POST-only weed management) averaged 6 cm or more taller than plants in the other WTRTs, which included PRE weed management. In 1998, the RW x cultivar x WTRT interaction was significant. For Dixie 478, plants in NRs were taller than those in WRs in WTRTs 1 and 3 while for DP 3588, NR and WR plants within a WTRT were not significantly different in height. Plants of DP 3588 were taller than those of Dixie 478 only in WR-WTRTs 1 and 3. Plants of both cultivars in WTRT 2 (POST-only weed management) were taller than those in WTRTs 1 and 3 (PRE weed management). Bowers et al. (2000) concluded that the effect of RW on plant height was inconsistent in NI-ESPS environments and not large enough to be agronomically important. In our study, RW had a relatively small and inconsistent effect on plant height.
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Weed cover at harvest was significantly affected by RW and cultivar in both years (Table 5). In 1997, average weed cover was greater in WRs (22%) than in NRs (9%) and in Dixie 478 (26%) than in DP 3588 (5%). More than half of the weed cover in all treatment combinations in 1997 was provided by browntop millet [Brachiaria ramosa (L.) Stapf]. In 1998, average percentage weed cover in WRs and Dixie 478 (9%) was greater than the 4% weed cover in NRs and DP 3588. Browntop millet and pitted morningglory (Ipomoea lacunosa L.) dominated. Thus, the taller cultivar and NRs resulted in less weed cover in both years.
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In the RW x cultivar interaction involving net return, higher average net return was received from Dixie 478 than from DP 3588 in both RWs, but the difference between the two was greater in NRs. Dixie 478 provided greater average return in NRs than in WRs while there was no difference between NR and WR returns using DP 3588. For the RW x WTRT interaction, NR net return from WTRT 1 was greater than net return from the same treatment in WRs while WTRTs 2 and 3 produced similar returns across RWs. In WRs, average net return of $112 ha-1 from WTRT 2 was greater than return from the other treatments while in NRs, average net returns of $100 and $112 ha-1 from WTRTs 1 and 2, respectively, exceeded that from WTRT 3.
Conclusions for No Irrigation
Use of NRs, a MG V cultivar, and POST-only weed management resulted in significantly taller plants. Use of NRs vs. WRs resulted in better weed control as indicated by less weed cover in NRs at soybean maturity, but this was associated with greater weed management expense in NRs. Others have reported varying degrees of enhanced weed control in NRs vs. WRs (Mickelson and Renner, 1997; Nelson and Renner, 1998). Seed yield from NRs was greater than that from WRs in 1 of the 2 yr, whereas net return from NRs was greater than that from WRs only with Dixie 478 in 1998. Net return from DP 3588 was greater than that from Dixie 478 in 1997 while the opposite was true in 1998. These contrasting differences in net returns between cultivars resulted from the different weather patterns of the 2 yr. Thus, choice of MG for ESPS plantings and choice of RW for MG V cultivars in ESPS plantings that are not irrigated appears arbitrary, but MG IV cultivars in ESPS plantings should be in NRs. Use of both PRE and POST broadleaf weed management in both NRs and WRs resulted in lower net returns because of greater weed management expense with no concurrent yield enhancement.
Irrigated
Plant Height
In 1997 and 1998, average height of plants in NRs was greater than that of plants in WRs, and average height of DP 3588 plants was greater than height of Dixie 478 plants (Table 3). However, the difference in average height between NRs and WRs was greater for DP 3588 (84 vs. 60 cm in 1997 and 77 vs. 52 cm in 1998) than for Dixie 478 (64 vs. 51 cm in 1997 and 55 vs. 46 cm in 1998). In 1997, the 70-cm average plant height in WTRT 2 (POST-only weed management) was greater than average plant height of the other WTRTs (all received PRE herbicides) while in 1998, WTRT 2 average height of 63 cm was greater than the 56- and 54-cm average height of plants in WTRTs 1 and 3, respectively. The magnitude of difference in plant height between NRs and WRs in these IRR plantings was larger than that between NRs and WRs in NI plantings, and such large differences are assumed to be agronomically significant in canopy formation.
Weed Management Expense and Weed Cover
Expense for each WTRT within each RW was the same for the two cultivars within each year. Therefore, expense associated with each WTRT is shown only for each RW (Table 4). Because each sub-subunit received the same weed management across replicates, all differences in weed management expense are significant.
Weed management in NRs was more expensive than that in WRs in both years (Table 4). Thus, the banding of herbicides plus POST cultivation resulted in less expense for WRs. As stated earlier, this is a common finding when economic comparisons are made between NR and WR systems. In both years, weed management in WTRT 3 (PRE and POST broadleaf and POST grass weed management) was the most expensive.
Weed cover at harvest was significantly affected by RW, cultivar, and WTRT each year (Table 5). In 1997, the RW x cultivar and cultivar x WTRT interactions were significant. Weed cover in WRs of both cultivars was greater, but the difference between WRs and NRs of Dixie 478 (62 vs. 24%) was greater than the difference between WRs and NRs of DP 3588 (16 vs. 4%). With Dixie 478, WTRT 1 (PRE broadleaf and POST grass weed management) and WTRT 2 (POST broadleaf and grass weed management) had less weed cover than did WTRT 3 (PRE plus POST broadleaf and POST grass weed management) while with DP 3588, weed cover differences among WTRTs were not significant. Annual grasses {browntop millet and red sprangletop [Leptochloa filiformis (L.) Beauv.]} were dominant.
In 1998, average weed cover in Dixie 478 (66%) was greater than the 23% average cover in DP 3588. The RW x WTRT interaction was significant. Within NRs, differences in weed cover among WTRTs were not significant while in WRs, average weed cover in WTRT 2 (41%) was lowest. Browntop millet was the dominant weed in all WR treatment combinations while NR treatment combinations contained mixes of browntop millet, ivyleaf morningglory [I. hederacea (L.) Jacq.], pitted morningglory, and johnsongrass [Sorghum halepense (L.) Pers.]. Essentially the only adequate weed control through maturity in 1998 resulted from use of DP 3588 in NRs or in WRs with WTRT 2.
All WTRTs resulted in excellent weed control at the end of the weed control period each year (before irrigation). These results indicate that late-season weed infestations were more problematic with the shorter indeterminate Dixie 478, especially in the WR environment where the final soybean canopy was incomplete and soil moisture from irrigation during reproductive development enhanced weed growth through the incomplete canopy. Weed cover was greater in WRs regardless of weed management. Nelson and Renner (1998) and Swanton et al. (1998) reported that weed control by herbicide treatments in studies using conventional plantings conducted at more northern latitudes (Michigan and Ontario) was enhanced in 19- vs. 75-cm WRs.
Seed Yield and Net Return
The WTRT main effect and the RW x cultivar interaction significantly affected yield and net return in both 1997 and 1998. In 1997, average yield (3720 kg ha-1) and net return ($291 ha-1) from WTRT 2 were greater than average yield and return from WTRT 3 and statistically equal to average yield and return from WTRT 1 (Tables 6 and 7). In 1998, WTRT 2 average yield (2700 kg ha-1) and net return ($114 ha-1) exceeded average yields and returns from WTRTs 1 and 3. Thus, use of POST-only weed management resulted in yields and net returns that were as good as or greater than those resulting from use of weed management that included PRE herbicides in both years.
For the RW x cultivar interaction, both cultivars in NRs outyielded their WR counterparts in both years. In NRs in 1997, Dixie 478 (4395 kg ha-1) outyielded DP 3588 (3910 kg ha-1) while in WRs, the opposite was true. In NRs in 1998, average yields of Dixie 478 (2895 kg ha-1) and DP 3588 (2735 kg ha-1) were not different while in WRs, DP 3588 outyielded Dixie 478. Thus, in both years, both cultivars grown in NRs outyielded their WR counterparts; Dixie 478 yielded as much as or more than DP 3588 in NRs; and DP 3588 outyielded Dixie 478 in WRs. In 1997, net return from Dixie 478 in NRs exceeded that from DP 3588 in NRs, whereas the opposite was true for WRs. The same trend occurred in 1998. Net returns to all cultivarWTRT treatment combinations in 1998 were low or negative.
Conclusions for Irrigated
Use of NRs, a MG V cultivar, and POST-only weed management resulted in taller plants. Use of NRs vs. WRs and DP 3588 vs. Dixie 478 resulted in much better weed control as indicated by weed cover differences at soybean maturity (Table 5). Expenses for NR weed management were greater than those for WR weed management. In both years, NRs outyielded WRs; MG IV Dixie 478 yielded as much as or more than MG V DP 3588 in NRs; and DP 3588 outyielded Dixie 478 in WRs. Differences in net returns followed yield differences. Use of POST-only broadleaf and grass weed management (WTRT 2) resulted in the lowest weed management expensehighest net return combination across the 2 yr. These results indicate that a MG IV cultivar planted in NRs with POST-only weed management appears to be the most profitable option in an IRR-ESPS planting. If WRs are required for management reasons in an ESPS, MG V cultivars should be used.
| OVERALL CONCLUSIONS |
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| ACKNOWLEDGMENTS |
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| REFERENCES |
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