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For Review OnlyThe effects of soil tillage techniques on weed flora in high
input barley systems in northern Spain
Journal: Canadian Journal of Plant Science
Manuscript ID CJPS-2019-0178.R3
Manuscript Type: Article
Date Submitted by the Author: 14-Nov-2019
Complete List of Authors: Santín-Montanyá, M.I.; National Institute for Agricultural Research (INIA), Plant ProtectionSombrero Sacristán, A.; Agrarian and Technological Institute of Castile - Leon (ITACyL)
Keywords: weed community, conservation tillage, Agro-ecosystems, Germination, Light dependence
Is the invited manuscript for consideration in a Special
Issue?:Not applicable (regular submission)
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Canadian Journal of Plant Science
For Review Only
The effects of soil tillage techniques on weed flora in high input barley
systems in northern Spain
M. I. Santín-Montanyá1 & A. Sombrero Sacristán2
1 Environment-Agronomy Department. Instituto Nacional de Investigación y Tecnología
Agraria y Alimentaria (INIA).Madrid, Spain
2 Agrarian and Technological Institute of Castile - Leon (ITACyL). Valladolid, Spain
*To whom all correspondence should be addressed:
Dr. M. I. Santín-Montanyá
Environment-Agronomy Department, Instituto Nacional de Investigación y Tecnología
Agraria y Alimentaria (INIA)
Ctra. de la Coruña Km. 7.5, 28040, Madrid, Spain.
Telephone and fax: +34 91 347 87 08; +38 91 347 14 79
E-mail address: [email protected]
Short running title: Weed response to soil tillage in barley systems
Abstract
In barley cropping systems of northern Spain, agronomic practices and weather
conditions are key components of weed control efficacy. We compared the short-term
effects of conventional tillage (CT) with minimum tillage (MT) and zero-tillage (ZT), in
barley monoculture and barley rotation systems. Weed density and weed species
number were measured at tillering and flowering barley stages. We found that tillage
system can influence weed density and weed species establishment due to, in part, the
available light for weed seeds.
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mailto:[email protected]
For Review Only
The results obtained indicate that MT system facilitate the prevalence of the grass weed
Bromus diandrus Roth (50.37%) and the annual dicots Galium aparine (L.) and
Lithospermun arvense (L.) abundant were high in MT system too, 43.71% and 43.97%
respectively. The germination of these species showed high dependence on light
availability. We saw that barley-monoculture plots had a great infestation of Bromus
(71.29%) and barley-rotated plots presented more infestation of Galium and
Lithospermun (74.36% and 84.4%). After herbicide application, weed infestation in
conservation systems was reduced in barley-rotated plots compared to barley-
monoculture. If conservation systems avoided the presence of dominant weeds, the
weight of each weed species was balanced within competitive relationships of the
cropping systems. Our results confirmed that MT and ZT systems favour different weed
species emergences in barley-rotated plots. The combination of MT and barley rotated
cropping system resulted in terms of greater weed diversity and lower total weed
density.
Keywords: Agro-ecosystems; germination; light dependence; weed community;
conservation tillage
Introduction
Changes in weed density and weed community composition are dependent on variations
in agronomic practices and as result of selection pressure. Studies indicate that
minimum tillage, diversifying rotations, some fertilizers strategies, and combinations of
these techniques, can be effective methods of reducing weed density (Schutte et al.,
2014; Sullivan et al., 2013; Harker and Clayton, 2003). Information regarding
interaction of agronomic practices with weed species biology and environmental
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conditions (data collected from field experiments) can provide a broad basis for
understanding weed response to agronomic and environmental factors.
In agricultural environments, weed seeds fall from the mature plants in different
maturity stages. Light has an influence on the germination of the seeds of a high number
of species. Although there seems to be no single scheme of the action of light on
germination, this process has an impact on the state of dormancy or the maturity level of
the seeds. Therefore, weed germination varies greatly by species, for some weeds all
seeds complete germination within a few weeks while other can take months.
In this context, soil tillage plays a crucial role, as it affects both the productivity of the
cropping systems in terms of yield as well as its environmental impacts (Weber et al.,
2017). Tillage causes soil disturbances, which affects weed infestation (Forcella 2000;
Chachalis and Reddy 2000; Swanton et al., 2000). The effects of tillage on weed flora
vary widely due to differences in local conditions and weed management. In some
cases, weed increase in non ploughed soils because exposure to light induces the weed
emergences from the top layer (Hartmann and Nezadal 1990; Mohler and Galford 1997;
Grundy et al., 1999; Botto et al., 2000). In Mediterranean agro-ecosystems, the seeds
exposure to light, due to different soil tillage systems, is an important factor that can
increase or hinder the germination and emergence of weeds. Increasing our
understanding of species that emerge and growth under similar conditions would allow
us to improve efficiency of control and efficacy as well within species assembly.
In northern Spain, non-inversion conservation tillage techniques (minimum-tillage and
zero-tillage systems), in winter barley systems, are very dependent on herbicides, which
are expensive. They are therefore both considered high input systems. Cost being an
important factor for farmers, explains why, when they convert conventional systems to
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conservation systems, they prefer minimum tillage, because they can reduce input costs
by adapting existing machinery.
Weed control in these non-inversion tillage systems is very difficult to achieve, with
only herbicides as a resource (Rydahl, 2004) and it will depend to a high extent on the
tillage system variant put into practice (Dorado and López-Fando, 2006). Also, the
specific weeds in the area and the crop selection on the land are considered worthy
being analysed, because weeds germination can take advantage over crops due to,
among other factors, the weather variability, which complicates the choice of
agricultural practices and cause serious economic losses, and/or which require special
control measures. In winter barley crops, conservation tillage demands a particularly
effective weed control strategy; this is in terms of sufficient doses to control weeds and
a high efficacy level herbicide, as shown by Cussans et al. (1988). Other researchers
focus their efforts to reduce the dependence on herbicides (Derksen et al., 2002) by
means of the development of strategies that minimize densities of weeds as crops
establish, and keep weed communities out of equilibrium to reduce the dominant weed
species (Légère and Samson, 1999). Buhler (2002) highlighted the challenge of
integrating multiple weed management strategies into integrated weed management
systems. A common solution in the northern provinces of Spain is using a legume in the
rotation. Liebman and Davis (2000) reported that crop rotation works to diversify weed
populations, which prevents the prevalence of a single dominant weed species.
In this article, we show a field study that assesses the effects of weed control, by means
of herbicides, in conjunction with soil tillage techniques in barley monoculture and
barley within cropping sequence, determining the extent to which agronomic practices
effect the weed community . Bearing this in mind, the overall objective of this research
was to achieve a good understanding of the relationship between agronomic practices
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(tillage, crop rotation and herbicides) and environment conditions. As specific objective,
we compared the short-term effects of conventional tillage and conservation tillage. We
looked at weed density and weed species, in barley monoculture and barley rotation
systems. In this context, our hypothesis was that conservation tillage techniques
combined with crop rotation would affect weed populations in a different way (better
weed control) than conservation tillage in monoculture.
Material and methods
An experiment was established in 1998 at the Torrepadierne farm (42º13’17’’N,
4º22’45’’W), located on the Duero Valley cereal belt in the Spanish province of Burgos.
The soil, classified as Typic Calcixerolls, is characterized by a loamy-clay texture in the
upper surface horizon, gradually changing to clay with depth (SSS, 1994). Its mean pH
is 8.3, its bulk density 1.13 g/cm3 and its organic matter content 1.8%. The area has a
Mediterranean-continental climate, according to Papadakis classification (1966), with a
frost-free period running from 3 May to 22 October, with average annual rainfall of 447
mm, and average annual temperature of 9°C. These climatic conditions are suitable for
cereal grain production. The monthly rainfall in the years and months of the experiment
is showed in Figure 1.
The experimental design was a four-replicated split-plot randomized complete block, in
which tillage was the main factor (plot) and crop system the secondary factor (sub-
plot).Three tillage systems were: mouldboard ploughing [conventional tillage (CT), at
30-45 cm], chisel [minimum tillage (MT), at 10cm], and zero-tillage (ZT). The cropping
system was based on winter barley monoculture (Hordeum vulgare L.) and winter
barley rotated with winter wheat (Triticum aestivum L.), and vetch (Vicia sativa L.).
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The three tillage systems were randomly assigned to the experimental plots in 1998 and
were maintained until 2001, and the rotational schemes were also randomly assigned
into each main plot. In this study, we compared barley monoculture vs barley rotation
plots for each tillage system. Every year, the study covered twenty-four elementary
plots of 450 m2 (15 × 30 m). Table 1 shows the list of treatments.
The crops were sown at the end of autumn, according to soil moisture conditions, with a
Sola Super 395-sd (SOLA, M.A. Santidrián, Burgos, Spain) driller on the same day in
November in all tillage systems, which were managed in accordance with local practice.
Preparatory works was conducted in early November, 15-20 days approximately before
the seeding. In CT, the crop residue was packed into bales and, in MT and NT, crop
residue was not removed. Plots were sown with 180 kg ha-1 of winter barley (cv.
Tipper), 200 kg ha-1 of winter wheat (cv.Marius) and 160 kg ha-1 of vetch (cv. Buza).
CT and MT plots were fertilised yearly with the mineral fertilizer 8-24-8 (N, P, K) at
400 kg ha-1, which was applied at seedbed preparation. In ZT plots, this fertilizer was
applied at planting time. In addition, in the subsequent tillering-stem elongation phase,
300 kg ha-1 of ammonium sulphate (27-0-0) was applied. A pre-sowing herbicide
treatment of glyphosate (360 g a.i. ha-1) was applied on minimal and zero-till plots. In
all crops, post-emergence herbicides were employed over the whole field: in all cereals,
ioxinil (187.5 g a.i. ha-1) plus bromoxinil (187.5 g a.i. ha-1) plus mecoprop (937.5 g a.i.
ha-1) and tralkoxydim (400 g a.i. ha-1) were applied. Propaquizafop at 100 g a.i /ha plus
80% nonionic surfactant (0.5 l ha-1) were applied in vetch plots.
Each year, weed species were identified and counted in two randomly sampled quadrats
(0.25m2) per sub-plot, within a 5 × 10 m central area, to avoid edge effects. Sampling
took place at the start of March, before post-herbicide treatment to control weeds, and at
the end of May every year. Sampling time was based on general tillering for cereal
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(stage 24 on Zadoks scale) and cereal flowering (stage 59 on Zadoks scale) (Zimdahl,
2004). Both stages are critical competition stages for weeds.
The data were recorded on the following parameters:
Weed density m-2: a quadrat of 0. 25 m-2 was thrown two times in each sub-plot, then
were recorded the number of weeds and were calculated per unit area (1 m2).
Relative weed density m-2 (RWD): we generated, the value for relative density by using
the following formula:
RWD = (Number of weeds of a particular species / Total number of weeds counted) x
100
A linear mixed model analysis of variance was carried out to compare the tillage
systems and cropping systems as fixed effects terms and year as random effect, over a
3-year study period, on all weed data collected for tillering stage (total weed density and
relative weed species density). At flowering stage of cereal, we also analysed the total
weed density as a linear mixed model.
Means were separated by using the Tukey´s HSD Test, calculated at α = 0.05. Weed
density data were log transformed prior to analysis to meet the normality assumptions
associated with ANOVA. For presentation, the Figures 2 and 3 show the back
transformed data. The statistical analyses were performed using the software package R
Studio (R Development Core Team, 2013)
Results
The field experiment was located in an intensively managed agrarian region.
Precipitation levels were different every year, in terms of total and monthly rainfall
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(Figure 1). 1998-99 was extremely dry (329.7 mm), in 1999-00 precipitation levels
(451.4 mm) were similar to historical mean. The highest rainfall level (602.2 mm) was
recorded in 2000-01, although cumulative precipitation from April to June 2001 was
only 50.6 mm
The results showed that total weed density, at both tillering and flowering stages of
cereal, was significantly affected by tillage techniques, and the cropping systems (Table
2). Throughout the experiment, significantly higher levels of weed infestation with MT
and ZT compared to CT were observed (Figure 2A and 2B). In general, post-emergence
herbicides controlled the total weed density. The last year of study, characterized by
highest total rainfall and high total weed density at tillering stage, we saw the best
performance of post-emergence herbicides.
The effects of tillage technique in combination with crop system significantly affected
the total weed density at tillering and flowering stages (Table 2). At tillering stage, in
all tillage systems, we observed higher weed density values in barley-rotated compared
to barley-monoculture (Figure 2A). At flowering stage, after application of post-
emergence herbicides, weed infestation was reduced in all plots. The reduction in weed
density was greater in barley-rotated plots compared to barley-monoculture, in
conservation systems even though the initial density values were much higher (Figure
2B). This higher herbicide efficacy in barley-rotated plots in conservation systems was
probably due to a greater weed species variety. Herbicides were less effective when the
grass weed species Bromus diandrus Roth dominated in monoculture plots. Therefore,
by avoiding the appearance of a singular dominant weed species in rotated plots, weed
density was reduced dramatically.
Significant differences in weed species composition were found when comparing tillage
or crop systems, during the 3-year study period, at tillering and flowering stages of
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barley (Table 2). In both cereal stages, the number of species varied between the three
soil tillage systems, with highest values generally found in MT plots (Figure 3A and
3C). In both barley tillering and flowering periods, the weed number of species was
significantly higher in barley-rotated than barley monoculture plots (Figure 3B and 3D).
Table 3 shows the relative weed density (RWD) data of the most common persistent
weed species after the application of post-emergence herbicides. Regarding the relative
abundance of grass weeds, Avena sterilis (L.), during the experiment, this species
showed less density in conventional tillage systems (24.35%) than in conservation
systems, minimum tillage and zero-tillage (39.21 and 36.43% respectively). Although
its relative density did not show great differences between barley-monoculture (52.07%)
and barley-rotated (47.92%) plots, The other grass weed of this study, Bromus diandrus
Roth, is of particular concern in minimum-tillage and zero-tillage plots (50.37% and
42.19%) in contrast with CT plots (7.42%). and was especially abundant in barley-
monoculture (71.29%) compared to barley-rotated (28.70%) plots. This suggests that
both grass weeds were affected by different agronomic practices.
The dicotyledonous Galium aparine (L.) took advantage of minimum tillage fields
(43.71%), where it showed a significant prevalence. We also observed high values of
this species in ZT (34.34%) compared to CT plots (21.94%). We found this species
consistently present in barley-rotated plots (74.36%), despite the use of post-emergence
herbicides, compared to monoculture plots (25.63%). Lithospermun arvense (L.) was
more abundant in MT (43.97%) than CT (25.93%) and ZT (30.09%), and the density of
this species was particularly abundant in barley- rotated (84.74%) compared to barley-
monoculture plots (15.25%). Papaver rhoeas (L.) density was highest under ZT
(40.65%) and was higher in barley-monoculture (74.52%) than rotated (25.47%) plots.
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In contrast, Polygonum aviculare (L.) showed more density in conventional tillage
(51.37%) than conservation tillage, minimum tillage and zero-tillage (33.48% and
15.20% respectively).This dicot weed was particularly abundant in barley- rotated
(61.96%) compared to barley-monoculture plots (38.08%) during the experiment.
Sinapis arvensis (L.) was not affected by tillage systems but it showed more density in
barley-rotated (71.18%) than barley-monoculture plots (28.81%).
Discussion
In general, our short-term monitoring of this site indicated that there were significant
differences between conventional and conservation soil tillage techniques in total weed
density. These differences between the tillage techniques were consistent particularly
with the annual grass Bromus diandrus Roth and the annual dicot Galium aparine (L.).
We consistently observed that both species were more abundant in MT and ZT than in
CT plots. However, Torrensen (1998) found that for most of annual weed species, in the
experiment, a more intensive tillage resulted in greater emergence in the field. In this
study was reported the highest emergence rates in ploughing, intermediate rates in
minimum-tillage and the lowest rates in zero-tillage. Contrary findings by Torrensen et
al. (2007) were observed in the long-term. They reported that weed flora increased with
less intensive tillage compared to ploughed plots, especially perennial weed species.
Soil tillage alters soil seed depth (Cousens and Moss 1990; DuCroix Sissons et al.
2000). Conservation and conventional soil tillage techniques move weed seeds within
the soil profile in different ways (Gallagher and Cardina 1998). Shaner and Beckie
(2014) propose that soil management methods can be used to control the dominance of
problematic weeds. The conditions created in the topsoil, in particular the soil moisture
and light availability, due to different soil tillage technique leads to variations of weed
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emergences (Bullied et al. 2003). Therefore, a better understanding of the ecology of
these weeds is important to improve farm management regarding weed control.
In Northern Spain, Bromus diandrus Roth is widespread (Riba and Recasens, 1997;
Arrúe et al., 2007), proliferating in wheat and barley with the introduction of
conservation tillage over the past 20 years (Young and Thorne, 2004; Kleemann and
Gill, 2006). Pre-sowing control of this species, with glyphosate treatment, leads to
extended seedling establishment and avoidance of early control measures (Kleemann
and Gill, 2006). Furthermore, chemical control of B. diandrus in post-emergence is
usually not completely effective and surviving plants are able to restore, maintain or
even increase the infestations. The use of mesosulfuron-methyl plus iodosulfuron-
methyl sodium offers an efficient control of B. diandrus (Couloume and Adrien, 2005;
Rapparini et al., 2006). However, this post-emergence herbicide is selective in wheat
but not in barley, which is the main crop in the region. Although there is little published
information about Bromus diandrus Roth, we know more information about related
species such as B. rigidus and B. hordeaceus. Germination in these species seems
dependent on light, and this means that seeds closer to the surface are more likely to
germinate, in fact, the majority of these weeds emerge from the top layer (often less
than 3cm) (Grundy et al., 1999; Mohler and Galford, 1997). Conventional tillage is
therefore a useful strategy to control B. diandrus because the ploughing movement
pushes the seeds deeper into the ground. ZT management practices reduce soil
disturbance and keep B. diandrus seeds near the soil surface, a more favourable
condition for germination and seedling establishment. Additionally, the general lack of
B. diandrus specific herbicides (Dastegheib et al., 2003), has accentuated the spread of
this species.
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Regarding the other grass weed, Avena sterilis (L.) germination also seems dependent
on light and CT system controlled this species better than MT and ZT systems.
With respect to the dicot weed species in our experiment, we found that Galium aparine
(L.) was increasingly problematic in MT systems. In this context, Reid and Van Acker
(2005) clearly showed that under field conditions, Galium genus is facilitated by tillage,
even low-intensity, minimum tillage. Chauhan et al. (2006) concluded that Galium
tricornutum seedling establishment was higher under minimum tillage (25 to 27%) than
ZT (15 to 18%) in the field. Similarly, Lithospermun arvense (L.), showed higher
density in conservation system (MT) than conventional system (CT). Other dicot weed
species of our study, Papaver rhoeas (L.) was highest under ZT, and its germination
seemed dependent on light. In contrast to Polygonum aviculare (L.) that was abundant
in CT system, and its germination was less dependent on light. And Sinapis arvensis
(L.) was not affected by tillage techniques, therefore it’s germinationis likely influenced
by other untested factors.
The cropping systems affected the weed relative density. B. diandrus Roth, as dominant
weed in our experiment, showed a better control in barley-rotated system than in barley-
monoculture plots. In contrast, the relative weed density of dicot weeds in this study
showed higher values in barley-rotated than barley-monoculture plot. These results
confirm us that, without dominant species, the weeds have a balanced weight within
competitive relationships in barley-rotated systems.
Our estimation of total weed species number in each cropping system shows us that a
crop-rotation system is an agronomic practice that favours weed species diversity
compared to monoculture systems.
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Conclusions
In arable fields, weed communities vary according to agricultural practices. Therefore,
all information must be understood in light of the interaction of agronomic practices
with weed species biology and environmental conditions. We found that soil tillage
influences germination and emergence of weed species due to, in part, the available
light conditions created by each tillage technique. Giving this kind of information
allows farm managers to adopt specific tillage practices based on detection of certain
weeds to avoid dominance of a single species.
Despite the fact that conservation tillage techniques (minimum-tillage and zero-tillage
systems) conserve soil and reduce tillage costs compared to conventional tillage, they
are still considered high input, expensive, systems because of the dependence on
herbicides to control weeds. Bearing this in mind, we conclude that minimum tillage, as
a tillage technique more available for farmers who want to change from conventional to
conservation systems, combined with a crop rotation. There is a need for further
research focussed on specifically problematic weeds. In order to maximize profits, we
need to improve integrated weed management options for farmers who would like to
have greater weed control while protecting the soil.
Acknowledgments
We are grateful to Spanish Ministry of Economy and Competitiveness, Grant/Award
Number: RTA 2017-00006-C03-01, that supports this study.
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Ed. Phytoma España-Sociedad Española de Malherbología. pp: 25–35.
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Figure captions
Figure 1. Monthly rainfall (mm) at Torrepadiernes, Spain, in growing seasons 1998-
2001 and historic means values.
Figure 2. Effects of tillage systems by crop systems, over 3-years of study, on total
weed density, at Tillering (A) and Flowering stages (B) of barley.
Figure 3. Effects of tillage systems and cropping systems, over 3-years of study, on
number of weed species emerged in the field, at Tillering (A and B) and Flowering (C
and D) stages of barley.
Tables
Table 1. Experimental designed scheme used in the growing season.
Table 2. Analysis of variance results (F statistics and p-values in italics) for tillage
system, crop system effects over 3 years of study, on total weed density and total weed
species at barley Tillering and Flowering stages.
Table 3. Analysis of variance results (p-values in italics) for tillage system, crop system
and the interaction effects, on weed species density, found over three seasons (1999-
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2001). The Relative weed density (RWD) expressed as percentage, at each tillage and
crop systems, after application of post-emergence herbicides.
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Figure 1. Monthly rainfall (mm) at Torrepadiernes, Spain, in growing seasons 1998–2001 and historic mean values.
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For Review OnlyA) B)
0
100
200
300
400
500
CT MT ZT
nº p
lant
s.m
-2
Til lage techniques
B-mon
B-rot
0
100
200
300
400
500
CT MT ZT
nº p
lant
s.m
-2
Til lage techniques
B-mon
B-rot
Figure 2. Effects of tillage systems by crop systems, over 3-years of study, on total weed density, at Tillering (A) and Flowering stages (B) of barley.
TILLERING FLOWERING
Note: Significant level was set at P ≤ 0.05 according to Tukey´s HSD Test. Bars represent the standard deviation of the data.
CT- conventional tillage; MT- minimum tillage; ZT- zero-tillage; B-mon (Barley-monoculture) and B-rot (Barley-rotated).
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A) C)
B) D)
0
1
2
3
4
5
CT MT ZT
nº s
peci
es
Ti l lage techniques
0
1
2
3
4
5
B-mon B-rot
nº s
peci
es
Crop system
0
1
2
3
4
5
CT MT ZT
nº s
peci
es
Ti l lage techniques
0
1
2
3
4
5
B-mon B-rot
nº s
peci
es
Crop system
Figure 3. Effects of tillage systems and cropping systems, over 3-years of study, on number of weed species emerged in the field, at Tillering (A and B) and Flowering (C and D) stages of barley.
TILLERING FLOWERING
Note:
Significant level was set at P ≤ 0.05 according to Tukey´s HSD Test. Bars represent the standard deviation of the data.
CT- conventional tillage; MT- minimum tillage; ZT- zero-tillage; B-mon (Barley-monoculture) and B-rot (Barley-rotated).
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Table 1. Experimental designed scheme used in the growing season.
Main plot (CT/MT/ZT)Year Sub-plot 1
(Monoculture scheme)Sub-plot 2
(Rotation scheme)
1998-99 Barley-monoculture Wheat Vetch Barley-rotated
1999-00 Barley-mononulture Vetch Barley-rotated Wheat
2000-01 Barley-mononulture Barley-rotated Wheat Vetch
Note: Main plot (CT = conventional tillage, mouldboard ploughing at 35-40 cm; MT = minimum tillage, chisel ploughing, 15 cm; and ZT = zero tillage, direct drilling). Sampling was carried out in barley sub-plots: Barley-monoculture) and Barley-rotated.
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Table 2. Analysis of variance results (F statistics and P values) for tillage system, cropping system effects over 3 years of study, on total weed density and total weed species at barley Tillering and Flowering stages.
Tillering Flowering
Treatments Df Total weed densityTotal weed
speciesTotal weed
densityTotal weed
speciesTillage system
(TS) 222.410
(
For Review Only
Table 3. Analysis of variance results (P values in italics) for tillage system, crop system and the interaction effects, on weed species density, found over three seasons (1999-2001). The Relative weed density (RWD) expressed as percentage, at each tillage and crop systems, after application of post-emergence herbicides.
Treatments Avena sterilisBromus diandrus
Galium aparine
Lithospermun arvense
Papaver rhoeas
Polygonum aviculare
Sinapis arvensis
Tillage system (TS) 0.001** 0.000*** 0.000*** 0.022* 0.125 0.000*** 0.236
CT 24.35 7.43 21.95 25.93 15.44 51.32 38.09
MT 39.21 50.37 43.71 43.98 30.13 33.48 30.72
ZT 36.43 42.19 34.34 30.09 54.43 15.20 31.19
Crop system (CS) 0.428 0.000*** 0.000*** 0.000*** 0.038* 0.021* 0.000***
Barley-monoculture 52.07 71.29 25.63 15.25 74.52 38.08 28.82
Barley rotated 47.93 28.70 74.37 84.75 25.47 61.92 71.18
TS x CS 0.441 0.000*** 0.456 0.208 0.008** 0.525 0.006**
Note : CT (conventional tillage); MT (minimum tillage); ZT (zero-tillage).All weed density data were log transformed before analysis.Significant P values are indicated at the 0.05*, 0.001** and 0.0001*** significance level.
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