* - decimal code for spring barley development during experimental years: 1997, 1998 and 1999.
1. Introduction
Evolving together with agricultural plants, weeds have adapted their growth and biological cycle of development. The dispersal of weed seeds in agriculture fields is increased by current grain harvesting technology after seed set [1, 2]. Herbicides are used to prevent new weed seed bank additions. Although herbicides cannot control all weeds, they may partially control them, thus weeds ripen fewer seed numbers. Therefore, infest soil, straws and awns by seeds [3]. Intensive use of herbicides following the traditional crop growing technologies, however, does not entirely solve the problem of weediness [4]. Surviving weeds after herbicide applications are able to produce new seeds [6], depending on species, significantly decreasing total seed production [5]. Even a few weed plants left undamaged by herbicides can produce considerable weed seed amounts [7]. Previous research of Leguizamon and Roberts (1982) revealed that after cultivation in early April of a sandy loam soil with 9500 apparently viable seeds m2 in 0–10 cm, 295 seedlings m2 emerged, of which about half survived to maturity in July. Seeds were dispersed from mid-June to November and 136,460 m2 were returned to the soil, representing a 14-fold increase in the seed bank. Application of soil-active herbicides reduced the numbers of weeds and the total seed output, but that of tolerant species was increased. Maximum numbers of seeds were 59,980 m2 for
2. Evaluation of spring barley agrophytocenosis
Spring barley was harvested at the stages of maturity:
1. Stem elongation 39-41*, 37-39, 31 | 5. Late milk-early dough 77-83, 77-83, 77-83 |
2. Heading 57-59, 55, 57-59 | 6. Dough 87, 85, 87 |
3. Early milk 71-73, 69-71, 69-71 | 7. Hard 92, 91-92, 92 |
4. Milk (medium milk) 75, 73-75, 73 |
Experimental treatments were replicated four times. Total size of each experimental plot was 96 m2 (4x24m) and results recording plot size – 66 m2 (3x22m).
3. Weediness of spring barley agrophytocenosis
The field experiments were carried out in separate fields with different weed infestations (Table 1). The experiment initiated on a very weedy field. The second year of the experiment trial was moved to the field where weed density was established more than three times and weed air-dry biomass was 2.6 times less comparing with the spring barley agrophytocenosis of the first year experiment. During the experiment in 1999 weed density was 135 weeds m-2, i.e. analogically as in 1998 but their air-dry biomass was more than 6 times less and weighed only 18.9 g m-2. During the three year experiment in spring barley agrophytocenosis, annual weeds dominated accounting for 68-98% of crop air-dry weed biomass and 84-98% of the total weed number. Perennial weeds comprised 2-32% of total weed air-dry biomass and 2-16% of the total weed number in the crop. Our results are similar to previous research indicating in Lithuania prevailing weeds as short-lived annual dicotyledons that comprise 70-90% of total spread weeds [4, 29]. Consequently, in the experimental spring barley agrophytocenosis, annual weeds prevailed that are commonly spread by seeds while perennials commonly propagate by vegetative parts and spreading by seeds is less important except for infesting new soils. However, Zwerger [30] pays high attention to the perennial weed spreading by seeds analyzing potential danger of
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0 | 0.0 | 0 | 0.0 | 10.83 | 0.14 |
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0 | 0.0 | 0 | 0.0 | 0 | 0.0 |
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0 | 0.0 | 0 | 0.0 | 0 | 0.0 |
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0 | 0.0 | 0 | 0.0 | 0 | 0.0 |
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0 | 0.0 | 0 | 0.0 | 0 | 0.0 |
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0 | 0.0 | 0 | 0.0 | 0 | 0.0 |
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17.1 | 1.37 | 2.50 | 0.44 | 13.33 | 1.40 |
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0.4 | 0.01 | 1.25 | 0.04 | 2.50 | 1.57 |
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29.5 | 131.3 | 70.0 | 53.96 | 66.25 | 5.67 |
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2.9 | 5.58 | 2.08 | 3.43 | 0.83 | 0.25 |
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3.3 | 0.88 | 0 | 0.0 | 0 | 0.0 |
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0 | 0.0 | 0 | 0.0 | 2.5 | 2.3 |
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62.1 | 6.39 | 1.67 | 0.19 | 1.25 | 0.08 |
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3.8 | 0.18 | 0.83 | 0.20 | 0.83 | 0.05 |
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2.1 | 0.14 | 5.42 | 1.45 | 0 | 0.0 |
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0 | 0.0 | 1.67 | 0.29 | 0 | 0.0 |
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0 | 0.0 | 0.83 | 0.17 | 0 | 0.0 |
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2.5 | 0.30 | 2.08 | 1.08 | 0 | 0.0 |
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1.2 | 0.05 | 0 | 0.0 | 0.83 | 0.18 |
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1.2 | 0.18 | 0 | 0.0 | 0 | 0.0 |
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0 | 0.0 | 0 | 0.0 | 1.67 | 0.28 |
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1.7 | 0.13 | 0 | 0.0 | 0 | 0.0 |
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2.5 | 0.13 | 0.42 | 0.81 | 2.92 | 0.06 |
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7.5 | 0.50 | 0 | 0.0 | 5.0 | 0.10 |
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0.4 | 0.07 | 0 | 0.0 | 0 | 0.0 |
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8.3 | 0.91 | 3.75 | 0.56 | 0.42 | 0.01 |
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0.4 | 0.17 | 0 | 0.0 | 0 | 0.0 |
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0 | 0.0 | 0 | 0.0 | 0 | 0.0 |
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147.9 | 69.23 | 1.67 | 1.05 | 0 | 0.0 |
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16.4 | 8.98 | 3.33 | 5.21 | 0.87 | 0.44 |
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0.3 | 0.17 | 15.84 | 24.77 | 6.21 | 3.14 |
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0 | 0.0 | 0.42 | 0.25 | 0 | 0.0 |
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0 | 0.0 | 0 | 0.0 | 0.42 | 0.01 |
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37.9 | 17.13 | 7.08 | 3.79 | 9.17 | 2.73 |
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4.6 | 0.49 | 0 | 0.0 | 0.42 | 0.08 |
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34.2 | 10.92 | 0 | 0.0 | 2.92 | 0.22 |
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1.2 | 0.02 | 0 | 0.0 | 0 | 0.0 |
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0 | 0.0 | 1.25 | 0.12 | 0 | 0.0 |
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2.5 | 0.08 | 0 | 0.0 | 4.17 | 0.09 |
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3.3 | 0.18 | 0.42 | 0.04 | 1.67 | 0.05 |
Annual | 388.3 | 249.54 | 102.92 | 68.72 | 120.46 | 12.81 |
Perennial | 7.0 | 5.90 | 19.59 | 29.13 | 14.55 | 6.13 |
All weeds | 395.3 | 255.4 | 122.5 | 97.8 | 135.0 | 18.9 |
Weed density linearly depended on weed air-dry biomass. With increase of air-dry weed biomass by 1 gram per square meter weed density enlarges by 1.21 weed plants. There was established opposite dependence of weed air-dry biomass on weed density. It showed change of weed air-dry biomass by 0.7 g m-2 with change of weed density by 1 plant (Figure 3).
4. Weed seed rain
4.1. Weed seed rain initiation
Dispersed weed seeds in spring barley agrophytocenosis during three years of the experiment belonged to 29 weed species from 12 families (Table 2). Weed seed rain in spring barley begins when spring barley is at stem elongation stage and increases to the hard stage of maturity. Ephemeral weeds of short vegetation
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97 | 98 | 99 | ||
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M. | N. | M.e. |
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M. | M. | M.e. |
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S.e. | M.e. | He. | |
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M. | M. | He. |
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M.l.-D.e. | D. | N. | |
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M. | M.l.-D.e. | N. | |
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M.l.-D.e. | M.l.-D.e. | M.l.-D.e. | |
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M. | N. | M. | |
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D. | N. | N. |
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D. | N. | N. | |
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D. | M.l.-D.e. | D. | |
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D. | H. | N. | |
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M.l.-D.e. | M. | M.e. | |
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D. | M.l.-D.e. | D. | |
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D. | N. | D. | |
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S.e. | M.e. | He. |
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N. | M.l.-D.e. | N. | |
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N. | N. | M. |
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M.e. | M. | N. |
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N. | M.e. | N. |
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N. | M. | N. | |
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S.e. | N. | N. | |
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D. | M. | M. |
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M. | M.l.-D.e. | M. | |
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M. | N. | N. | |
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D. | N. | N. | |
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M.l.-D.e. | M.l.-D.e. | N. |
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M. | M.e. | M. |
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N. | M.l.-D.e. | N. |
Winter annual weeds such as
The experimental data showed that
4.2. Weed seed rain dynamics
Weed seed rain is more intensive in weedier cereal crop, considering weed density and especially weed air-dry weight. It was confirmed by the correlation-regression analysis. Weed seed rain linearly and positively depended on weed dry weight r =0.842** and on weed density r = 0.686*. Weed air-dry biomass increase of 1 g m-2 induced increase of weed seed rain by 11.7 seeds m-2 while increase in weed density by one plant enhanced weed seed rain by 7.3 seeds m-2. Hence, total weed seed rain was more dependent on the weed air-dry biomass than on weed density (Figure 4).
It was established that seed rain depended directly on plant density of
Weed seed rain during separate years of the experiment varied in accordance with the spring barley crop weediness. However, seeds matured and dispersed 29 (Figure 7) of 40 weed species (Table 1) grown in spring barley agrophytocenosis. Presumptively it was influenced by the low density of some weed species and limiting solar light to others by successful smothering by spring barley. The most important weed species in weed seed rain dynamics biologically belonged to annual weeds. Dispersed seeds of
The data of the field trial proved that weeds ripened regularly. Analyzing seed rain of all weed species of spring barley agrophytocenosis were established 4543 seeds m-2 in 1997, 2753 seeds m-2 in 1998 and 821 seeds m-2 in 1999 (Table 3).
Different number of dispersed weed seeds depended on crop and meteorological conditions. Initially, weed seed rain every year of the experiment was slow with low numbers of weed species and low numbers of dispersed seeds. At medium milk stage of spring barley maturity, dispersed seed covered just 6%-23% of total seeds. At late milk-early dough stage of spring barley maturity, it already covered 27%-42% of total dispersed weed seed number. Usually, weed seeds which were left in the crop could be taken from the field together with harvest (biomass of spring barley for silage) and would not infest the soil. Harvesting spring barley for biomass or silage at medium milk stage of maturity, 77%-94% of weed seeds would be removed from the field while harvesting at late milk-early dough stage of maturity, 58%-73% of weed seeds could be removed from the field. When harvesting cereal at hard stage of maturity, most of the weed seeds already are dispersed on the soil and naturally increase weed infestation in the following crop of the crop rotation.
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seed m-2 | % | seed m-2 | % | seed m-2 | % | |
Stem elongation | 8** | 0.17 | 0** | 0.0 | 0** | 0.0 |
Heading | 16** | 0.35 | 0** | 0.0 | 12** | 1.5 |
Early milk | 207** | 4.6 | 47** | 1.7 | 60** | 7.3 |
Milk (medium milk) | 764** | 16.8 | 161** | 5.8 | 189** | 23.0 |
Late milk-early dough | 1289** | 28.4 | 731** | 26.6 | 343** | 41.8 |
Dough | 3871 | 85.2 | 1331** | 48.3 | 744* | 90.6 |
Hard | 4543 | 100 | 2753 | 100 | 821 | 100 |
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707.0 | - | 417.7 | - | 71.5 | - |
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968.4 | - | 572.1 | - | 97.9 | - |
Moreover, most weed seeds which, together with crop biomass, get in silage [35-38], in manure [36, 37, 39], in sewage [40] in compost [41], or going through alimentary canal of cattle [35, 42], lost their germinating power and would not infest the crop in the future.
4.3. Weed seed rain and meteorological conditions
Weed seed rain increases during the time of cereal ripening (Figure 4, 6, Table 3) but it decreases in separate vegetation periods depending on change of meteorological conditions. Growth and development of all plants are influenced by environmental factors from which meteorological ones are highly important [43].
Meteorological conditions such as temperature, rainfall, and sunlight at sprouting and germination stage influenced vegetation and can determine plant density in the crop. For example, germination of
Weed seed rain changed dynamically, increasing and decreasing during vegetation regardless of total seed number dispersed during separate years of experiment (Figure 7). In our experiment, established weed seed rain fluctuations significantly depended on active air temperature (> 10oC), rainfall and sunlight duration (Figures 9-11). Weed seed rain regularly intensified with increase of sum of active air temperature (Figure 9) as well as with increase of sunlight duration (Figure 11). This phenomenon is based on plant physiological processes such as development and water circulation in plant tissues that are significantly dependent on sunlight and environmental temperature. In contrast to the sum of active air temperature and sunlight duration, rainfall inhibited weed seed rain (Figure 10). Jointly, during rainy periods, active air temperatures decreased and shortened sunlight duration which leads to an increase of humidity accumulation in plants. Excess humidity amounts reaching weed seeds managed to slow physiological maturation and as well inhibited seed rain. Statistically reliable non-linear dependencies of total weed seed rain on active air-temperatures r2=0.528**, r2=0.538**, r2=0.119*, rainfall r2=0.567**, r2=0.608**, r2=0.155* and sunlight duration r2=0.512**, r2=0.418**, r2=0.136* are presented in figures 9-11.
4.4. Weed seeds in grains
The later the cereal harvest, the fewer amounts of weed seeds get into grain, but the more of them infested the soil [12]. In cereal grain yield of hard maturity (in the sample of 100 g), on average, are found less weed seeds by 820 when comparing with grain yield of dough maturity. Such decrease makes up to 21 million (12–39 million) fewer weed seeds in crop yield from 1 ha with a biomass of approximately 38 kg (13–53 kg). This regularity motivates the necessity of earlier spring barley harvesting not only because of frequently experienced grain losses but also because of weed seed spreading limitation [50].
4.5. Spring barley crop productivity
Spring barley dry matter yield increased significantly while cereal matured from stem elongation to late milk-early dough growth stages. In the further growth stages of spring barley - dough and hard – total above-ground dry matter yield decreased significantly (Figure 12). The yield of dry matter begins to decrease at anthesis complete growth stage of spring barley [51]. The optimal period for gathering cereal is considered 4 weeks after heading [52] or 2-3 weeks before hard growth stage, when dry matter yield reaches maximum and begins to decrease [53]. The maximum increase of dry matter in cereal is characteristic from heading till milk stage but the biggest yield accumulates in milk-dough and dough stages of maturity [54], thereafter it decreased slightly for the two-row cultivars [55]. Dynamics of dry matter in cereal can be influenced by meteorological conditions, soil, fertilization and other factors [56]. However, dynamics of dry matter accumulation in cereals depends on decrease of assimilation surface when leaves decline and on allocation and transformation of assimilation products [51, 53, 57]. The general decrease of dry matter yield is influenced by decrease of vegetative biomass [58]. Growth stages of spring barley and other cereals can be theoretically divided into three groups according accumulation dynamics of harvest: increase, reach of maximum, and decrease. The logical solution is to limit yield losses, i.e. to refuse the third group. By cutting cereal at milk-dough stages of maturity, it would be possible to achieve that. Of course, then it would be necessary to refuse conventional harvesting of cereal for grain applying an alternative use of all above-ground biomass for forage at such stage of maturity when maximum yield of dry matter and metabolizable energy is reached [1, 59].
The concentration of crude protein, crude fibre, crude fat and crude ash variation of each year of the experiment preserved analogical tendency (Table 4). The concentration of crude protein and crude ash was the greatest at stem elongation growth stage and as the spring barley matured the concentration of crude protein and crude ash decreased. However, in the grain of dough and hard growth stages, concentration of these components increased but in the straw it decreased. Therefore, total yield of crude protein and crude ash decreased significantly at dough and hard growth stages compared with milk and late milk-early dough stages of spring barley maturity. The concentration of crude fibre and crude fat tended to increase or decrease as the spring barley matured. However, the yield of crude fibre and crude fat at dough and hard growth stages decreased significantly (Table 4).
Likewise, as in our experiment, the greatest concentration of nutrition at stem elongation growth stage of spring barley and other cereals was determined. The concentration of nutrition essentially decreased to minimum at the end of vegetation [61] and remained constant near maturity [55, 62]. At the end of cereal vegetation, growth of DM is zero and biological yield does not increase but even begins to decrease [63]. Losses of DM in spring barley yield can be decreased additionally using nitrogen fertilizers. However, spring barley loses a part of whole-plant DM yield before reaching hard stage in variables of the trials fertilized and non-fertilized by nitrogen [64]. That is because the index of green plant surface area decreases to zero when respiration occurs in plant ears, which requires energy. So, if photosynthesis does not occur, spring barley matures about 3 weeks before harvesting using non-replenished energetic resources. Moreover, development of DM in plant organs fully influences not only the product (grain) but also the growth of a plant and biological yield [59]. Usually the differences between agricultural plants and their varieties are seen in differences of speed usage of DM of assimilation tissues. In some cases, when general biomass of cereal increases, grain yield does not increase because of the development of some assimilation products in vegetative organs [53]. The metabolizable energy (ME) in spring barley yield for ruminants (cows) is given in Table 5. Metabolizable energy is energy directly intaken and used in an animal’s organs. Total forage energetic losses are rejected beforehand, which are experienced in an animal’s organs for various reasons (energetic losses with feces, urine and intestine gas and energy necessary for digestion processes) [16, 65].
The ME (MJ kg-1 DM) was similar to the chemical composition dynamics. In contrast to the ME content (MJ kg-1 DM), the amount of ME per hectare increased significantly as the spring barley matured to the late milk-early dough growth stage, and likewise, DM, digestible organic matter in the dry matter, crude protein and crude ash yield decreased significantly at dough and hard growth stages.
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1997 | ||||||||
Stem elongation | 12.98 | 0.31 | 27.32 | 0.66 | 2.42 | 0.06 | 10.76 | 0.26 |
Heading | 9.60 | 0.46 | 32.13 | 1.55 | 1.69 | 0.08 | 7.99 | 0.39 |
Early milk | 6.61 | 0.51 | 31.61 | 2.45 | 2.30 | 0.18 | 9.46 | 0.74 |
Milk (medium milk) | 7.16 | 0.53 | 28.44 | 2.10 | 2.20 | 0.16 | 7.40 | 0.55 |
Late milk-early dough | 7.71 | 0.54 | 25.27 | 1.77 | 2.11 | 0.15 | 5.34 | 0.37 |
Dough | - | 0.32# | - | 1.64# | - | 0.12# | - | 0.25# |
Grain | 7.91 | 0.186 | 6.42 | 0.15 | 2.37 | 0.06 | 2.63 | 0.06 |
Straw | 3.94 | 0.136 | 43.31 | 1.49 | 1.81 | 0.06 | 5.86 | 0.19 |
Hard | - | 0.31# | - | 1.62# | - | 0.10# | - | 0.21# |
Grain | 8.55 | 0.213 | 6.69 | 0.17 | 2.63 | 0.06 | 2.46 | 0.06 |
Straw | 3.07 | 0.094 | 47.48 | 1.45 | 1.23 | 0.04 | 4.91 | 0.15 |
LSD05 | 0.05 | 0.28 | 0.02 | 0.06 | ||||
1998 | ||||||||
Stem elongation | 16.60 | 0.50 | 28.57 | 0.86 | 1.74 | 0.05 | 11.30 | 0.34 |
Heading | 9.66 | 0.35 | 28.90 | 1.05 | 2.73 | 0.10 | 8.49 | 0.31 |
Early milk | 8.70 | 0.47 | 26.68 | 1.43 | 2.33 | 0.12 | 6.64 | 0.36 |
Milk (medium milk) | 8.23 | 0.49 | 25.84 | 1.55 | 2.04 | 0.12 | 6.01 | 0.36 |
Late milk-early dough | 6.88 | 0.48 | 22.10 | 1.55 | 2.39 | 0.17 | 5.21 | 0.37 |
Dough | 0.32# | - | 1.37# | - | 0.09# | - | 0.28# | |
Grain | - | 0.20 | 5.32 | 0.116 | 2.65 | 0.058 | 2.89 | 0.06 |
Straw | 9.20 | 0.12 | 42.85 | 1.251 | 1.25 | 0.036 | 7.54 | 0.22 |
Hard | 4.04 | 0.39# | - | 1.17# | - | 0.10# | - | 0.18# |
Grain | - | 0.30 | 5.08 | 0.146 | 2.75 | 0.08 | 2.47 | 0.07 |
Straw | 10.54 | 0.09 | 45.73 | 1.028 | 1.03 | 0.02 | 5.05 | 0.11 |
LSD05 | 0.05 | 0.24 | 0.02 | 0.05 | ||||
1999 | ||||||||
Stem elongation | 14.26 | 0.29 | 23.93 | 0.48 | 2.31 | 0.05 | 10.97 | 0.22 |
Heading | 9.95 | 0.38 | 28.44 | 1.09 | 2.18 | 0.08 | 6.04 | 0.23 |
Early milk | 7.60 | 0.37 | 21.70 | 1.05 | 2.16 | 0.10 | 6.75 | 0.33 |
Milk (medium milk) | 7.98 | 0.46 | 25.05 | 1.43 | 2.64 | 0.15 | 5.87 | 0.34 |
Late milk-early dough | 7.13 | 0.41 | 23.17 | 1.34 | 2.18 | 0.13 | 4.38 | 0.25 |
Dough | - | 0.33# | - | 1.00# | - | 0.10# | - | 0.19# |
Grain | 11.59 | 0.25 | 5.56 | 0.12 | 3.15 | 0.07 | 2.70 | 0.06 |
Straw | 3.60 | 0.07 | 43.42 | 0.88 | 1.51 | 0.03 | 6.70 | 0.13 |
Hard | - | 0.34# | - | 0.93# | - | 0.09# | - | 0.19# |
Grain | 11.93 | 0.27 | 5.79 | 0.13 | 2.89 | 0.07 | 2.89 | 0.06 |
Straw | 3.78 | 0.07 | 42.48 | 0.79 | 1.45 | 0.03 | 6.84 | 0.13 |
LSD05 | 0.07 | 0.21 | 0.02 | 0.06 |
When spring barley grain matures at hard growth stage compared with dough stage, the yield of DM, crude protein, crude fibre and ME increases. The yield of crude fat and crude ash almost does not differ. However, when the quality of straw becomes worse, the general value of yield remains fewer than at milk-dough stage. Martin and Seibold [66] determined comparable results: ME of 9.56 MJ kg-1 DM at heading stage of maturity and ME of grain 12.93 MJ kg-1 DM and 6.80 MJ kg-1 DM of straw at hard stage of spring barley maturity.
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Stem elongation | 10.80 | 9.24 | 9.97 | 26.03 | 27.91 | 20.04 |
Heading | 10.00 | 9.02 | 8.61 | 48.30 | 32.83 | 32.89 |
Early milk | 8.38 | 9.54 | 8.01 | 65.20 | 51.04 | 38.69 |
Milk (medium milk) | 8.49 | 9.45 | 8.56 | 62.74 | 56.61 | 49.05 |
Late milk-early dough | 8.60 | 9.67 | 8.64 | 60.29 | 67.98 | 50.11 |
Dough | - | - | - | 51.76# | 42.18# | 38.94# |
Grain | 11.97 | 11.30 | 11.84 | 28.13 | 24.75 | 25.93 |
Straw | 6.85 | 5.97 | 6.47 | 23.63 | 17.43 | 13.01 |
Hard | - | - | - | 50.69# | 46.80# | 36.02# |
Grain | 12.44 | 12.50 | 11.01 | 30.98 | 36.00 | 25.32 |
Straw | 6.44 | 4.80 | 5.72 | 19.71 | 10.80 | 10.70 |
LSD05 | - | - | - |
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Positive, statistically reliable, linear dependence of spring barley crude protein [t ha-1] r1997=0.736***, r1998=0.317, r1999=0.858***, crude fibre [t ha-1] r1997=0.964***, r1998=0,937***, r1999=0.961***, crude fat [t ha-1] r1997=0.960***, r1998=0.911***, r1999=0.957*** and crude ash [t ha-1] r1997=0.689***, r1998=0.335, r1999=0.646*** on dry matter yield [t ha-1] and linear dependence of metabolizable energy [Gj ha-1] on spring barley dry mass [t ha-1], r1997=0.992***, r1998=0.985***, r1999=0.983***, crude protein [t ha-1] r1997=0.750***, r1998=0.420*, r1999=0.844***, crude fibre [t ha-1] r1997=0.967***, r1998=0.900***, r1999=0.948***, crude fat [t ha-1] r1997=0.926***, r1998=0.931***, r1999=0.953*** and crude ash yields [t ha-1] r1997=0.671***, r1998=0.385*, r1999=0.576** were established [59].
Digestibility
4.6. Economic evaluation of technology
Cereals in Lithuania are some of the most important agricultural crops. In 2011, cereal crop area comprised 51.7% of all crops [70] while conventionally they cover 60-64 % of crop area [71]. The biggest part of grain (approx. 70 %) is used for forage [72]. With the increasing intensity of agricultural production, spring barley is becoming one of the most important cereals in Lithuania [73, 74]. Spring barley covers more than 23% of total cereal crop area in the country [70]. Edwards et al. [75] proposed that it would be more purposeful to use the whole plant for forage than to feed animals with separate processed grain and straw. Silage significantly decreases cereal processing costs; expensive combining, straw processing, grain transport, grain cleaning and grain drying can be omitted. Moreover, inevitable grain losses, especially due to unfavourable meteorological conditions during the harvest can be avoided. When preparing whole plant silage from late milk-early dough and dough stages of spring barley maturity, higher nutritive value was achieved when evaluating total metabolizable energy received from plot area compared with earlier harvested for biomass or harvested at hard maturity for grains spring barley whole plant above-ground plant part energetic value as fodder for ruminants [68]. Of special interest is, whether in technology can be reduced unnecessary input use [77]. Therefore, the aim of this research was to determine economical efficiency of different spring barley growing and yield harvesting [at late milk-early dough suitable for silage and hay making and hard (grains and straws are obtained) stages of maturity] technologies as well as the economical background.
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Autumn plough | 76.09 | 76.09 | 76.09 |
Autumn loosening | 26.03 | 26.03 | 26.03 |
Spring loosening | 26.03 | 26.03 | 26.03 |
Spring loosening with harrow | 24.82 | 24.82 | 24.82 |
Sow | 106.75 | 106.75 | 106.75 |
Harvest | 16.50 | 16.50 | 16.50 |
Press to rolls | 199.50 | 214.13 | 176.67 |
Rolls involve in film | 126.04 | 126.40 | 104.28 |
Transport | 57.48 | 57.65 | 47.56 |
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Autumn plough | 76.09 | 76.09 | 76.09 |
Autumn loosening | 26.03 | 26.03 | 26.03 |
Spring loosening | 26.03 | 26.03 | 26.03 |
Spring loosening with harrow | 24.82 | 24.82 | 24.82 |
Sow | 106.75 | 106.75 | 106.75 |
Harvest | 350.52 | 405.42 | 323.77 |
Press straw to rolls | 125.74 | 92.45 | 76.84 |
Grain transport | 25.02 | 28.94 | 23.12 |
Straw transport | 22.25 | 16.36 | 13.59 |
Grain clean | 7.47 | 8.64 | 6.90 |
Grain dry | 49.80 | 57.60 | 46.00 |
Due to the maturing process of spring barley, dry matter yield is gradually accumulated by reaching maximum at the late milk-early dough growth stages. The dry matter yield decreased significantly as the spring barley matured from late milk-early dough to hard growth stage (see subchapter 4.5). When harvesting spring barley at two different growth stages, the costs during separate years varied from 604.7 to 869.1 Lt ha-1 and depended on the different yields and proceedings. The costs associated with harvesting spring barley at the late milk-early dough stage decreased by 19-22% (Table 6), when compared with the control treatment, i.e. hard stage maturity.
When harvesting at the hard stage of maturity, the value of spring barley yield mainly depended on the grain value (91-94% of the spring barley yield value). The grain value at the late milk-early dough stage of maturity was much lower and made 71-77% of the spring barley biomass value. Comparing spring barley biomass yield value at the late milk-early dough stage of maturity with grain and straw yield value at the hard stage of maturity, it was determined that it was by 12-19% lower (Table 7).
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Late milk-early dough | Biomass for silage | 707.00 | 857.65 | 663.91 |
Hard | Grain + straw | 879.42 | 982.35 | 786.49 |
Grain | 796.80 | 921.60 | 736.00 | |
Straw | 82.62 | 60.75 | 50.49 |
Analyzing the economical effect of different technologies, it was determined that the profit increased when harvesting spring barley at the late milk-early dough stage of maturity compared to the hard stage of maturity. In 1997 the profit increased by 22.7 %, in 1998 by 61.8 % and in 1999 by 61.9 %, respectively (Table 8). The larger profit and smaller costs influenced the larger productive profitability, which increased 1.6 times in 1997, 2.1 times in 1998 and 2.0 times in 1999 while harvesting spring barley at the late milk-early dough stage of maturity [76].
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Late milk-early dough | 47.75 | 183.25 | 59.18 | 7.2 | 27.2 | 9.8 |
Hard | 38.91 | 113.22 | 36.55 | 4.6 | 13.0 | 4.9 |
Economical calculations show that costs on the average were 819.9 Lt ha-1 and production value was 882.8 Lt ha-1, when spring barley were grown according to conventional farming technology. Therefore, the average profit was 61.9 Lt ha-1, and profitability 7.7 %. When spring barley was grown according to alternative technology, the costs were 646.1 Lt ha-1, while yield value, profit and profitability were 742.9 Lt ha-1, 96.7 Lt ha-1 and 15.0 % respectively. Other authors [78] determined analogous value of spring barley yield 771-846 Lt ha-1 according to economical evaluation of crop technologies. Economical evaluation of technologies for spring barley growth and harvest determined that the alternative farming technology – harvesting spring barley at the late milk-early dough stage of maturity –is more effective. Compared with the conventional farming technology, costs decreased by 21.2 %, profit and profitability increased 1.5 and 1.9 times, respectively. The economical efficiency of the spring barley growth technologies directly depended on the dry matter yield. Linear relationships between spring barley yield and costs and between the yield and received profit were recognized (Figure 13). With the increase of the dry biomass yield of spring barley by 1 t ha-1, growing costs decreased on the average by 50 Lt ha-1 and the received profit increased by 24 Lt ha-1 [76]. Additionally, the alternative technology of spring barley growth and harvest reduces weed seed spreading and weediness of the future crop.
5. Conclusion
Spring barley agrophytocenosis on separate experimental plots was distinguished for different weed infestation: 395 weeds m-2 and 255 g m-2 air-dry biomass of weeds in 1997, 122 weeds m-2 and 98 g m-2 in 1998 and 135 weeds m-2 and 19 g m-2 in 1999.
Analyzing seed rain of all weed species in spring barley agrophytocenosis, there were established 4543 seeds m-2 in 1997, 2753 seeds m-2 in 1998 and 821 seeds m-2 in 1999. Weed seed rain was dependent on weed dry weight r=0.842** and on weed density r=0.686*. Consequently, it is very important to minimize accumulated weed biomass in the crop by weed control means before ripening and dispersal; new weed seeds build the soil weed seedbank and further field weediness.
Weed seed rain during vegetation non-linearly depended on active air temperature sum r2= 0.528**, 0.538*, 0.119*; on rainfall r2= 0.512**, 0.418*, 0.136* and on sunlight duration r2= 0.567**, 0.608**, 0.155*. Increasing sum of active air-temperatures and sunlight duration increased weed seed rain by 12-54% and 14-51%, respectively. In contrast to the air temperatures and sunlight, rainfall inhibited weed seed rain by 16-57%.
Weed seed rain in spring barley agrophytocenosis began at the stem elongation stage and gradually increased until hard stage of maturity. At medium milk stage of maturity, 6-23% weed seeds were dispersed out and at late milk-early dough stage of maturity, 27-42% of weed seeds were dispersed. When harvesting cereal at milk or late milk-early dough stage of maturity, non-mature weed seeds are taken from the field together with crop yield and did not infest the soil. When harvesting cereals at medium milk stage of maturity and at late milk-early dough stage of maturity, 77-94% and 58-73%, of new weed seeds are removed from the field, respectively. Accordingly, it helped to control weed seed dispersal and potential weediness of future crops.
Growing and developing spring barley gradually accumulated dry biomass and metabolizable energy that reached the largest amount at milk and late milk-early dough stages. At later stages of spring barley maturity, yield and amount of metabolizable energy in spring barley decreased. Spring barley whole-plant dry matter yield at late milk-early dough maturity stage reached 7.03 t ha-1 and 5.80 t ha-1 accumulating 68.0 Gj ha-1 and 50.1 Gj ha-1 of metabolizable energy, respectively.
Alternative cereal harvesting (late milk-early dough stage of maturity, when grain humidity is 38-45 %) is promising. Harvesting of the largest crop yield could make it be possible to reduce the price of concentrated forage as well as to decrease weediness. By making whole-plant silage or haylage from cereals at late milk-early dough stage of maturity, more than 20% greater dry matter yield could be harvested.
Harvesting spring barley at the late milk-early dough growth stage helps to avoid expensive combining, grain and straw managing. Comparing these alternative and conventional technologies economically, it was established that using alternative technology, costs decreased by 21%, profit increased 1.5 times and profitability increased 1.9 times.
Acknowledgments
We would like to thank Mrs. Vilma Pilipavičienė for her help in English paper corrections.
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