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The Weed-Suppressive Ability of Summer Cover Crops in the Northern Grains Region of Australia - MDPI
agronomy
Article
The Weed-Suppressive Ability of Summer Cover Crops in the
Northern Grains Region of Australia
Asad Shabbir * , Lucy Hickman and Michael Walsh

                                          School of Life and Environmental Sciences, The University of Sydney, Camden, NSW 2570, Australia;
                                          lhic4374@uni.sydney.edu.au (L.H.); m.j.walsh@sydney.edu.au (M.W.)
                                          * Correspondence: asad.shabbir@sydney.edu.au; Tel.: +61-409411878

                                          Abstract: Pressure is mounting on the agricultural sector to reduce reliance on herbicides for weed
                                          control leading to increased interest in the potential of cover crops to control weeds in summer
                                          fallows. The weed suppression ability of three summer cover crop species, buckwheat, millet and
                                          teff, was evaluated in field trials at two sites near Camden, NSW in 2021. Buckwheat, millet and teff
                                          reduced weed biomass by 65%, 77% and 95%, respectively at Bringelly and by 94%, 92% and 90%,
                                          respectively at Lansdowne. Following cover crop desiccation, teff residues reduced weed emergence
                                          in subsequently planted wheat by 73% and 26% at Bringelly and Lansdowne, respectively. Overall
                                          cover crops were found to be effective in suppressing weed emergence, growth, and reproductive
                                          capacity. These studies identified teff grass as an important summer crop option for the northern
                                          grains region.

                                          Keywords: fallow; northern region; weed suppression; IWM; teff grass; weed emergence

                                          1. Introduction
Citation: Shabbir, A.; Hickman, L.;
Walsh, M. The Weed-Suppressive                  The summer fallow period in the northern grain-based farming systems of Australia
Ability of Summer Cover Crops in          is the time between winter crop harvest (December) and the following winter crop planting
the Northern Grains Region of             (May). This fallow period enables beneficial outcomes of the accumulation of mineral
Australia. Agronomy 2022, 12, 1831.       nutrients, increased soil water storage and improved soil health [1]. As the northern grains
https://doi.org/10.3390/                  region experiences summer-dominant rainfall (Table 1), the production of winter crops such
agronomy12081831                          as wheat, chickpeas and canola is dependent on effective fallow management to ensure
                                          maximum soil water storage. Fifty percent of winter crop yield potential can be directly
Academic Editor: Ilias Travlos
                                          attributed to summer rainfall and summer fallow management, in particular the increase
Received: 25 June 2022                    in stored soil water and N [2], making it essential for farmers to efficiently manage summer
Accepted: 27 July 2022                    fallow lands.
Published: 2 August 2022                        Despite the potential benefits of fallow periods, there can be negative consequences
Publisher’s Note: MDPI stays neutral      when the soil is left bare over this period. This includes increased evaporation, rainfall
with regard to jurisdictional claims in   runoff and erosion, as well as the emergence of unwanted weeds that can persist into
published maps and institutional affil-   the following cash crop. Weeds in summer fallow are a particular concern to growers in
iations.                                  Australia’s northern grains region as they deplete the levels of available soil water and
                                          nutrients for following crops. [3]. The lack of control of summer weeds, such as flax-leaf
                                          fleabane (Conyza bonariensis (L.) Cronq.), awnless barnyard grass (Echinochloa colona (L.)
                                          Link), and common sowthistle (Sonchus oleraceus L.), in fallows has been estimated to result
Copyright: © 2022 by the authors.         in annual losses of up to 1.7 M tonnes of grain yield, equivalent to over AUD 428 million [4].
Licensee MDPI, Basel, Switzerland.        Such losses make summer fallow weed control a major focal point for northern region
This article is an open access article    grain producers.
distributed under the terms and
                                                Typically, summer fallow weed control has been reliant on herbicides, in particular
conditions of the Creative Commons
                                          glyphosate, which has resulted in the evolution of glyphosate resistance in 17 weed species
Attribution (CC BY) license (https://
                                          commonly occurring in fallow and crop situations in Qld and NSW [5]. Glyphosate resis-
creativecommons.org/licenses/by/
                                          tance is now occurring at high frequencies in populations of awnless barnyard grass (36%),
4.0/).

Agronomy 2022, 12, 1831. https://doi.org/10.3390/agronomy12081831                                         https://www.mdpi.com/journal/agronomy
Agronomy 2022, 12, 1831                                                                                              2 of 9

                          windmill grass (Chloris truncata R.Br.) (56%), feathertop Rhodes grass (Chloris virgata. Sw.)
                          (68%) and common sowthistle (14%) [6].
                               High frequencies of glyphosate resistance have led to an increasing interest in alterna-
                          tive weed control options and the adoption of integrated weed management techniques.
                          These include agronomic management decisions such as enhanced crop competition (e.g.,
                          narrow row spacing and higher plant densities) and competitive crop species and cultivars
                          as well as the introduction of cover crops to suppress weeds [7]. During a fallow, cover
                          crops can be used to effectively control weed populations while not negatively impacting
                          following crop yields, particularly by sustaining and improving soil water retention [8].
                               Cover crop is a broad term used to describe a crop that is grown for ecological benefits
                          other than being solely a harvestable product. Such crops are often planted in periods of
                          fallow, when the soil would otherwise be left bare, or with some crop residue (stubble)
                          cover. For cover crops to be viable in fallow, they must have a positive impact on the
                          farming system and/or subsequent crop [9]. There have been extensive studies on the
                          benefits of cover crops, including their ability to stabilise soils, fix carbon, alter nutrient
                          availability, increase agroecosystem diversity and complexity and supress weed emergence
                          and growth [10–12]. The ability of cover crops to suppress the emergence and growth
                          of weeds is a significant benefit for northern growers as they look towards new ways to
                          manage glyphosate-resistant weeds.
                               Common commercially available summer crop species suitable for cover crop use
                          in the northern region include Japanese millet (Echinochloa esculenta A. Braun), lablab
                          (Lablab purpureus L.) and soybean (Glycine max L. Merrill) [13], with other species such
                          as Sudan grass (Sorghum sudanense L.), forage rape (Brassica napus L.) and buckwheat
                          (Fagopyrum esculentum Moench.) also common [14]. These options all possess similar char-
                          acteristics of fast establishment rates, rapid growth and high levels of biomass production.
                          Although the species listed above are suitable as cover crops, there is always a need for
                          additional and potentially superior cover crop options.
                               Teff grass or teff (Eragrostis tef (Zuccagni) Trotter), originally from Ethiopia, is a self-
                          pollinating annual grass with small seeds that has been grown for human consumption
                          for centuries in African countries while emerging as a popular forage crop in recent
                          decades [15]. Teff could potentially be a successful summer cover crop in the northern
                          grains region as it prefers warm temperatures; has rapid establishment rates, high biomass
                          production and organic matter building potential; and can be incorporated with relative
                          ease into a cropping system [16]. While currently not widely grown, there have been
                          limited studies on the use of teff as a cover crop and its weed-suppressive ability [16,17]
                          with hope that more research into the species could help validate it as a valuable option for
                          northern grain production systems.
                               The aims of this study were to (i) determine the potential for teff as a summer cover
                          crop species for the northern grains region by comparing biomass production and weed
                          suppression with other cover crop species and (ii) determine if there is a relationship
                          between cover crop biomass production and weed suppression.

                          2. Materials and Methods
                          2.1. Experimental Sites
                               Field experiments evaluating the weed-suppressive ability of summer cover crop species
                          were established at two sites on 18 February 2021, at Bringelly (33.9453◦ S, 150.6821◦ E) and
                          Lansdowne (34.0215◦ S, 150.6647◦ E) farms of the University of Sydney. The field trials
                          were established at two sites to increase the validity of the results while determining
                          if varying factors such as soil type and background weed population impacted cover
                          crop establishment and growth. Both sites were prepared for crop planting through the
                          application of glyphosate (1 L ha−1 ). The Bringelly site has a loamy soil, in contrast with
                          Lansdowne, which has a finer, well-draining, sandy soil. Due to their proximity, both
                          Bringelly and Lansdowne experience similar climatic conditions to that of Camden, with a
                          predominantly summer rainfall pattern averaging 238 mm over December, January and
Agronomy 2022, 12, x FOR PEER REVIEW                                                                                                 3

Agronomy 2022, 12, 1831                                                                                                                 3 of 9
                                                   proximity, both Bringelly and Lansdowne experience similar climatic conditions to
                                                   of Camden, with a predominantly summer rainfall pattern averaging 238 mm over
                                                   cember, January and February. This rainfall pattern, similar to that of the northern g
                                   February. This region,
                                                   rainfall was
                                                            pattern,  similar
                                                                 reflected in to that
                                                                               the     of the
                                                                                    2021      northern
                                                                                          climate data grains region,
                                                                                                       ; however,     was
                                                                                                                   both    reflected
                                                                                                                        sites experienced hi
                                   in the 2021 climate  data; however,   both   sites experienced
                                                   than average rainfall in March (Table 1).        higher than average  rainfall in
                                   March (Table 1).
                                                   Table 1. Climate of Camden, NSW. Long-term maximum and minimum temperature data are b
                                   Table 1. Climateonofaverages
                                                        Camden,    NSW. Long-term
                                                                of 1971–2021,          maximum
                                                                              while rainfall       andon
                                                                                             is based  minimum     temperature
                                                                                                         data for 1943–2021.    data Bureau
                                                                                                                             (Source: are   of Me
                                   based on averages  of 1971–2021,
                                                   ology) [18].      while rainfall is based on data for 1943–2021. (Source: Bureau of
                                   Meteorology) [18].
                                                              Jan    Feb   Mar Apr May Jun Jul                       Aug      Sep     Oct        Nov      D
                             Jan        Feb      Mar       Apr     May Long-term
                                                                             Jun      Julclimate
                                                                                               Aug     Sep          Oct       Nov      Dec
                      Mean min temp (°C)                      17     17      15      11        7     5      3          3.9      7      10        13
                                                            Long-term climate
                  ◦
   Mean min temp ( C) Mean
                        17 max temp
                                 17 (°C)15                 11 30     29
                                                                     7       275     24 3     213.9 18   7 17        1019      22
                                                                                                                              13       24
                                                                                                                                       15        26
                  ◦
   Mean max temp ( C) Total
                        30  rainfall
                                 29 (mm)27                 24 80    101
                                                                    21       95
                                                                              18     6417     5319  65 22 35         2441      38
                                                                                                                              26       62
                                                                                                                                       29        74
    Total rainfall (mm)       80        101       95       64       53        65       35
                                                                              2021 climate   * 41       38           62       74        57
                          Mean min temp (°C)                  2021
                                                              16   climate
                                                                     13    * 15       9        8     4      3             4     6       -         -
   Mean min temp (◦ C)    16        13       15             9        8         4        3        4       6    -                -         -
   Mean max temp (◦ C)
                        Mean
                          30
                              max temp
                                    17
                                          (°C)25           24
                                                              30     17
                                                                    20
                                                                             25
                                                                              17
                                                                                     2417
                                                                                              2020
                                                                                                    17  23
                                                                                                           17 -
                                                                                                                20             -
                                                                                                                                23      --        -
    Total rainfall (mm) Total
                          64 rainfall
                                    85 (mm)327             14 64     85
                                                                    82      327
                                                                              45     1416     8242  45 23 16  - 42             -23      --        -
                                                * Months  averages  shown   in bold indicate
                              * Months averages shown in bold indicate experiment duration.
                                                                                             experiment duration.

                                                   2.2.
                                   2.2. Experimental    Experimental Design
                                                      Design
                                         The experimentalThe design
                                                               experimental
                                                                       at eachdesign    at eachofsite
                                                                                 site consists         consists
                                                                                                    four         of four
                                                                                                          treatments         treatments
                                                                                                                          (three          (three cover
                                                                                                                                  cover crop
                                   species and a crop-free control-fallow), with four replicates of each treatment arranged in a arrang
                                                   species   and  a crop-free  control-fallow),   with   four replicates    of each  treatment
                                                   a randomised
                                   randomised complete               complete
                                                             block design.      block
                                                                              This     design.
                                                                                    design  wasThis   designat
                                                                                                  repeated     was
                                                                                                                 bothrepeated    at bothareas
                                                                                                                         sites. Buffer    sites. Buffer a
                                   were left around the trials to minimise the risk of external weed contamination and spray and s
                                                   were   left around   the trials to minimise   the  risk of external    weed   contamination
                                   drift. Each plotdrift. Each plot
                                                     including        including
                                                                  buffer  zones buffer   zones
                                                                                   and the  fourand   the four treatments
                                                                                                  treatments    measured measured
                                                                                                                                12 m × 4812 m.m × 48 m
                                                   three   treatment   cover  crops   used  were   teff  grass (E.  tef), buckwheat
                                   The three treatment cover crops used were teff grass (E. tef ), buckwheat (F. esculentum)            (F. esculentum)
                                   and white Frenchwhite    French
                                                        millet      millet (P. milliaceum)
                                                                (P. milliaceum)   (Figure 1)(Figure
                                                                                              with a 1)   with aplot
                                                                                                        control    control
                                                                                                                        usedplot   used to replicate
                                                                                                                               to replicate  a         a
                                   bare fallow.    fallow.

                                   Figure 1. The three cover
                                                    Figure 1. crop species
                                                              The three    grown
                                                                        cover  cropinspecies
                                                                                      field trials
                                                                                             grown at in
                                                                                                      Lansdowne
                                                                                                         field trials and Bringelly: (A)
                                                                                                                      at Lansdowne   and buck-
                                                                                                                                         Bringelly: (A)
                                   wheat, (B) white wheat,
                                                    French(B)
                                                           millet  and (C) teff.
                                                               white French millet and (C) teff.

                                        Individual plots (2 × 12 m)
                                                       Individual    were
                                                                   plots (2planted
                                                                            × 12 m) in 6 rows,
                                                                                    were       25 cm
                                                                                          planted in 6apart
                                                                                                       rows,on
                                                                                                             2518
                                                                                                                cmFebruary
                                                                                                                   apart on2021
                                                                                                                            18 February
                                   with buckwheat   and  millet planted  using a plot seeder, model  Wintersteiger  Plotseed XL. Plotseed
                                                  with buckwheat and millet planted using a plot seeder, model Wintersteiger
                                   Because of the small seed size, teff was planted by mixing the seed with potting mixture
                                   and spreading it by hand over the designated areas. The teff plots were then run over with
                                   the plot seeder, where the disc disturbance moved the seeds into rows. Fertiliser, MAP
                                   supreme Zn at the rate of 50 kg ha− 1 , was applied to all plots at sowing. Trial sites were
Agronomy 2022, 12, 1831                                                                                             4 of 9

                          irrigated with an overhead sprinkler system as required, ensuring the proper establishment
                          and growth of the crops. Each site had a top dressing of urea fertilizers (N) applied 6 weeks
                          after emergence.

                          2.3. Data Collection
                               Cover crop and weed emergence counts were conducted by counting crop and weed
                          plants in 4 × 0.25 m2 quadrats placed randomly in each plot three weeks after planting.
                          At seven weeks after planting, the crop heights of three randomly selected plants were
                          recorded in each plot using a metre ruler to measure height from the ground to the highest
                          standing point of the crop plant. At the same time, the biomass of cover crops and any
                          weeds present was assessed by cutting crop and weed plants at ground level in 4 × 0.25 m2
                          quadrats in each plot. Harvested crop and weed plant samples were placed in separate
                          pre-labelled brown paper bags and put in a dehydrator set at 70 ◦ C for 72 h. The dried
                          samples were then weighed to determine dry biomass production.

                          2.4. Wheat Crop Establishment and Weed Emergence in Cover Crop Residues
                               To investigate the effects of cover crop residues on following wheat crop establish-
                          ment, both cover crop trials were desiccated eight weeks after cover crop planting using
                          glyphosate (Roundup) at the rate of 1 L ha−1 plus saflufenacil (Sharpen) 25 g ha−1 , followed
                          by the slashing of the trial area in preparation for wheat planting. The entire trial site area
                          at both sites were planted with wheat at a rate of 175 seed m−2 in early June using the
                          plot seeder, as described above. Wheat crop establishment and weed emergence counts
                          in the trial area were collected six weeks after planting by counting plants in 4 × 0.25 m2
                          quadrats in each plot. Any emergent plants that were not wheat, including cover crop
                          residual plants, were recorded as weeds.

                          2.5. Data Analysis
                                All data were analysed using GenStat (18th Edition). The data were entered into MS
                          Excel sheets for the calculation of the averages, standard deviations and standard errors
                          of each treatment as well as the percentages of weed density and biomass suppressed by
                          test species compared with control at both sites. Further analysis was then carried out with
                          weed and crop biomass data sets transformed from both sites using log10 and square root
                          variates, respectively, because the Shapiro–Wilk test for normality was not initially met
                          (Supplementary Table S1). Analysis of variance (ANOVA) was performed on transformed
                          data to determine differences between treatments, with a significance probability level of
                          0.05. Treatment means were compared using a Tukey’s test (p = 0.05). The results presented
                          for crop and weed biomass are based on backtransformed data. Between-site comparisons
                          were few due to high levels of variations between the sites, leading to each site’s data being
                          analysed separately, reducing external factor variability.

                          3. Results
                          3.1. Initial Crop Establishment and Weed Emergence
                                Cover crop treatments, regardless of species and establishment densities, reduced
                          average weed emergence by more than 70% at both the Bringelly and Lansdowne sites
                          (p < 0.05). Buckwheat, millet and teff reduced initial weed emergence by 71%, 80% and
                          84%, respectively, at Bringelly compared with the control plots. Similarly, at Lansdowne,
                          buckwheat, millet and teff suppressed weed emergence by 92%, 76% and 85%, respectively
                          (Table 2). Weed counts at Lansdowne were relatively low, averaging 65 plants m−2 across
                          all treatments, compared with Bringelly, where there were on average 459 plants m−2 .
                          Bringelly had higher densities of broadleaf weeds than grass weeds, with 47% higher
                          counts of broadleaf weeds, while Lansdowne had similar densities of both weed types.
Agronomy 2022, 12, 1831                                                                                                     5 of 9

                          Table 2. Cover crop establishment and weed densities (± standard error values) three weeks after
                          crop planting at the Bringelly and Lansdowne trial sites. Different letters show significant differences
                          (p < 0.05).

                                                          Crop Plants                 Weed Density (Plants m−2 )
                               Site        Treatment
                                                             (m−2 )       Grass Weeds       Broadleaf Weeds       Total Weeds
                                          Buckwheat          21 ± 3             124                199             323 ± 93 a
                                            Millet          315 ± 23             25                150             175 ± 34 a
                            Bringelly
                                             Teff           109 ± 25             68                155             223 ± 39 a
                                           Control              -               360                757            1116 ± 197 b
                                          Buckwheat         104 ± 14             10                  4               14 ± 4 a
                                            Millet          129 ± 10             11                 15              26 ± 18 a
                           Lansdowne
                                             Teff           178 ± 18             32                 10               42 ± 5 a
                                           Control              -               101                 76             177 ± 55 b

                                There was poor establishment of buckwheat at Bringelly, where plant densities were
                          five times lower compared with the Lansdowne site. However, both millet and teff were
                          well established at both sites (>100 plant m−2 ). Millet establishment was higher at Bringelly
                          than at Lansdowne.

                          3.2. Crop and Weed Biomass
                                Cover crops on average reduced weed biomass by 86% (p < 0.05) compared with
                          control across both the Lansdowne and Bringelly field sites (Figure 2A,B). At Bringelly,
                          buckwheat and millet reduced weed biomass by 65% and 77%, respectively, compared
                          with the control, with teff achieving weed biomass suppression of 95% (Figure 2A). Millet
                          and teff both had relatively high biomass,1.5 and 2.9 t ha−1 , respectively compared with
                          buckwheat (0.4 t ha−1 ) at Bringelly. Despite having higher (p < 0.05) emergence counts early
                          in the trial (Table 2), millet biomass production was relatively low (1.5 t ha−1 ) at Bringelly
                          site compared with Lansdowne (3.6 t ha−1 ) (Figure 2A). Poor buckwheat crop establishment
                          resulted in low biomass production at Bringelly (Table 2, Figure 2A). However, despite
                          this low crop density, buckwheat reduced (p < 0.05) weed biomass by 65% compared with
                          control (p < 0.05) (Figure 2A). Similarly, at Lansdowne, all three cover crop treatments
                          reduced (p < 0.05) weed biomass compared with the control treatment, with buckwheat,
                          millet and teff crops suppressing weeds by 94%, 92% and 90%, respectively (Figure 2B).
                          Buckwheat and millet yielded 92% and 59% higher biomass, respectively, at Lansdowne
                          than at Bringelly (Figures 1 and 2). Teff biomass production (2.9 t ha−1 ) was consistent
                          across both sites (Figure 2), indicating that it could be a successful inclusion in farming
                          systems across different soil types, such as those at Bringelly and Lansdowne.

                          3.3. Crop Height
                               The heights of all cover crop species were lower (p < 0.05) at Bringelly than at Lans-
                          downe (Figure 3). Teff was taller (p < 0.05) than other cover crop treatments at Bringelly
                          and taller (p < 0.05) than buckwheat at Lansdowne (Figure 3).

                          3.4. Wheat and Weed Emergence
                               At both Bringelly and Lansdowne, wheat emergence was consistent across all treat-
                          ments, averaging 100 plants m−2 (Figure 4). Summer-grown cover crop residues did not
                          interfere with wheat crop establishment as there were no differences (p > 0.05) in wheat
                          plant emergence between the cover crop and bare fallow treatments (Figures 4 and 5).
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Agronomy 2022,
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                     7                                                                                                                                               7

                                                         6                                                                                A                          6                                            a                                         B
                                         7                                                                                                                                                     7                                  a
                                                         5                                                                                                           5
                                      biomass (t ha−1)

                                                                                                                                              A                                                                                                                     B

                                                                                                                                                  biomass (t ha−1)
                                         6 4                                                                                                                                                   6                          a
                                                                                                                                  b                                  4
                                                                                                                                                                                                                                             a   a
                                                                                                                                                                                                       x
                                         5 3                         x                                                                                                                         5
            biomass (t ha−1)

                                                                                                                                                                     3

                                                                                                                                                                     biomass (t ha−1)
                                                                                                                         b
                                         4 2                                                                                          b                              2                         4
                                                                              a                                   y                                                                                                                                             a
                                                                                                                                                                                                             x
                                         3 1                     x                                                            y                                      1
                                                                                                                                          z                                                    3                                                        y
                                                                                                                          b                                                                                           y                y
                                                         0                                                                                                           0
                                         2                                                                                                                                                     2
                                                               Control    Buckwheat                                      Millet   Teff                                                             Control   Buckwheat            Millet             Teff
                                                                            a                                y
                                         1                                cover crop                                     weed y                                                                1                 cover crop           weed
                                                                                                                                              z                                                                               y                  y                  y
                                         0                                                                                0 weeds produced at Bringelly (A) and Lansdowne
                                                             Control      Figure 2. Average
                                                                         Buckwheat           dry biomassTeff
                                                                                          Millet         of cover crops and
                                                                                                                               Controlbefore
                                                                          (B). The cover crop and weed biomass data were transformed      Buckwheat         Millet       Teff
                                                                                                                                             analysis, and backtransformed
                                                                          data for both cover crop weed biomasses are presented. Error bars represent approximate standard
                                                                         cover  crop weed                                                    cover crop      weed
                                                                          errors of mean calculated based on backtranformed values. Different letters show significant differ-
                                                                          ences (p < 0.05) (ab for weed biomass and xyz for crop biomass).
                                                                              Figure
                                                                         Figure         2. Average
                                                                                   2. Average           dry biomass
                                                                                                  dry biomass           of cover
                                                                                                                 of cover        crops
                                                                                                                           crops and     and weeds
                                                                                                                                       weeds   producedproduced    at Bringelly
                                                                                                                                                          at Bringelly   (A) and (A)  and Lansdowne
                                                                                                                                                                                  Lansdowne
                                                                          3.3.(B).
                                                                         (B).   Crop
                                                                              The   The   cover
                                                                                       Height
                                                                                    cover    crop crop   and weed
                                                                                                   and weed    biomassbiomass   datatransformed
                                                                                                                          data were   were transformed      before analysis,
                                                                                                                                                    before analysis,            and backtransformed
                                                                                                                                                                       and backtransformed
                                                                         datadata
                                                                               for
                                                                                 Theboth
                                                                                     for   cover
                                                                                         both
                                                                                       heights    ofcrop
                                                                                                 cover    weedweed
                                                                                                     all crop
                                                                                                         cover  biomasses
                                                                                                               crop          are
                                                                                                                      biomasses
                                                                                                                      species    presented.
                                                                                                                              werearelower  (pError
                                                                                                                                       presented.    bars
                                                                                                                                                       at represent
                                                                                                                                                    Error
                                                                                                                                               < 0.05)                approximate
                                                                                                                                                           bars represent
                                                                                                                                                          Bringelly   than     Lans- standard
                                                                                                                                                                             approximate
                                                                                                                                                                            at              standard er-
                                                                         errors
                                                                          downe   of mean
                                                                                     (Figure  calculated
                                                                                               3).  Teff   based
                                                                                                         was      on
                                                                                                              taller  backtranformed
                                                                                                                     (p < 0.05) than     values.
                                                                                                                                      other      Different
                                                                                                                                             cover  crop     letters
                                                                                                                                                          treatments show
                                                                                                                                                                        at  significant
                                                                                                                                                                           Bringelly
                                                                              rors of mean calculated based on backtranformed values. Different letters show significant differences    differ-
                                                                         ences
                                                                          and    (p < 0.05)   (ab for  weed   biomass at and xyz for crop   biomass).
                                                                              (ptaller
                                                                                 < 0.05)(p  0.05) in wheat
                                                     0                                                                    0
                                                                       plant emergence between the cover crop and bare fallow treatments (Figures 4 and 5).
                                                               Control Buckwheat Millet            Teff                         Control Buckwheat           Millet        Teff
                                                                             At Bringelly, millet and teff cover crop residues had the lowest weed emergence com-
                                                                           Wheat
                                                                         pared      buckwheat and control, averaging 58 and 25Wheat
                                                                               with Weed                                                   Weed m−2, respectively.
                                                                                                                                     weed plants
                                                                                        Density
                                                                             Figure4.4.Density
                                                                            Figure             of of wheat
                                                                                                  wheat  andand  weed
                                                                                                               weed    plants
                                                                                                                    plants     at Bringelly
                                                                                                                           at Bringelly     (A) and
                                                                                                                                        (A) and       Lansdowne
                                                                                                                                                 Lansdowne           (B). Error
                                                                                                                                                               (B). Error       bars show
                                                                                                                                                                          bars show
                                                                            standard  error. Different letters show significant differences (p < 0.05) (ab for  weed  density
                                                                             standard error. Different letters show significant differences (p < 0.05) (ab for weed density andand x x for
                                                                            for wheat  density).
                                                                             wheat density).

                                                                                                                                                                        A                                                                                               B
0                                                               0
             Control      Buckwheat     Millet     Teff                     Control   Buckwheat      Millet      Teff
                           Wheat      Weed                                             Wheat      Weed

Agronomy 2022, 12, 1831    Figure 4. Density of wheat and weed plants at Bringelly (A) and Lansdowne (B). Error bars show          7 of 9
                           standard error. Different letters show significant differences (p < 0.05) (ab for weed density and x
                           for wheat density).

                                                                 A                                                       B

                           Figure 5. Wheat crop establishment and the emergence of weeds in the control (A) and teff (B) plots
                                     Figure 5. Wheat crop establishment and the emergence of weeds in the control (A) and teff (B) plots
                           at Bringelly site in winter (June) 2021.
                                     at Bringelly site in winter (June) 2021.

                                            At Bringelly, millet and teff cover crop residues had the lowest weed emergence
                                      compared with buckwheat and control, averaging 58 and 25 weed plants m−2 , respectively.
                                      Teff suppressed weed emergence by 74% and 73% (p < 0.05) compared with the buckwheat
                                      and control treatments, respectively (Figures 4A and 5).
                                            The Lansdowne results were less defined. Any cover crop seedlings that emerged
                                      in the wheat crop were counted as weeds, and a high number of volunteer buckwheat
                                      seedlings resulted in high weed densities (157 plants m−2 ) in these treatments. The number
                                      of weeds in the buckwheat residues were 240% higher than those in the control plots,
                                      highlighting the importance of proper cover crop desiccation prior to viable seed production.
                                      However, millet and teff had 67% and 26% less weed emergence than the control plots and
                                      86% and 69% less than the buckwheat plots, respectively (Figure 4B).

                                      4. Discussion
                                           Cover crop species that established well and produced the highest levels of biomass
                                      substantially restricted the emergence and growth of weeds in field trials at Bringelly
                                      and Lansdowne. For instance, millet with higher emergence and biomass at Bringelly
                                      provided greater levels of weed suppression, whilst those crops that were less established,
                                      were less competitive and allowed more weeds to persist. These results aligned with
                                      those of Creech [19], who stated that, “A large part of successful weed suppression lies
                                      in rapid and complete cover crop establishment”. Similarly, low initial weed counts in
                                      well-established treatments, particularly teff, correlated with Brown [16], who found that
                                      teff was able to supress weed emergence even when the weed seed bank levels were
                                      considered high, which was the case at the Bringelly site. Gebrehiwot et al. [17] had similar
                                      findings on the importance of having well-established teff treatments, concluding that a teff
                                      cover crop with suitable plant establishment had 41% less overall weed cover compared
                                      with those that failed to successfully establish. Our findings, therefore, align with other
                                      studies that attribute strong initial weed suppression levels to cover crops that possess fast
                                      establishment rates and early ground cover [14,16].
                                           The direct relationship between cover crop biomass and weed suppression rates was
                                      evident in this study, with the highest biomass-yielding crops being teff at Bringelly and
                                      buckwheat at Lansdowne; these produced the greatest restrictions on weed growth. Sim-
Agronomy 2022, 12, 1831                                                                                                                8 of 9

                                  ilarly, previous studies by Smith et al. [20] and Alonso-Ayuso et al. [12] determined that
                                  cover crop biomass is the major influence on weed suppression. These results also corre-
                                  sponded with the findings of Teasdale et al. [10], who described the negative correlation
                                  between crop and weed biomass in studies on a range of cover crop species and weeds.
                                        Cover crops offer the potential for two periods of weed control, first when cover crops
                                  are actively growing and second after their termination; then, the residues act as a mulch
                                  on the soil surface and interfere with weed emergence in the following crops. In our study,
                                  the cover crops planted not only suppressed the weed emergence and growth during the
                                  summer fallow (Feb-Apr), but their residue also suppressed the emergence of weeds in the
                                  subsequently planted wheat crop in autumn (May). Teff and millet both suppressed the
                                  weed emergence in following wheat crop by more than 70% at Bringelly, a site with a high
                                  density of summer weeds (1116 ± 197 weed plants m−2 ). Cover crop mulch reduces the
                                  quantity and quality of light and is a physical barrier to weed seedling emergence [21,22],
                                  especially those of small-seeded species. Wheat crop establishment was, however, not
                                  affected by the presence of any cover crop residue or its absence (fallow control). These
                                  results have important implications for the northern grain region, where early weed control
                                  in winter crops is critical for reliable crop yields.

                                  5. Conclusions
                                        The strong correlation between cover crop biomass and weed growth suppression
                                  was consistent across all trials, indicating that high cover crop biomass is imperative when
                                  selecting cover crop species. Teff has the potential to become a widely incorporated cover
                                  crop in the northern region as it proved itself a fast-establishing, high biomass-producing
                                  and weed-suppressive species that performs in a range of soil types. However, more
                                  research is required to determine the mechanisms of weed suppression by different cover
                                  crops, especially studies aiming to disentangle the physical (competition) and chemical
                                  (allelopathy) nature of interference.

                                  Supplementary Materials: The following supporting information can be downloaded at: https:
                                  //www.mdpi.com/article/10.3390/agronomy12081831/s1, Table S1: The normality test results of
                                  original and transformed data of biomass of cover crop and weeds at Bringelly and Lansdowne sites.
                                  Author Contributions: Conceptualization, L.H., A.S. and M.W.; methodology, L.H.; software, A.S.;
                                  formal analysis, A.S. and L.H.; investigation, L.H.; resources, M.W.; data curation, L.H.; writing—
                                  original draft preparation, L.H. and A.S.; writing—review and editing, M.W and A.S.; supervision,
                                  A.S. and M.W; project administration, M.W.; funding acquisition, M.W. All authors have read and
                                  agreed to the published version of the manuscript.
                                  Funding: Part of this study was made possible thanks to the Grains Research Development Coopera-
                                  tion (GRDC US00084).
                                  Data Availability Statement: Data available on request.
                                  Acknowledgments: The authors would like to thank Dr Peter Thompson for his help in statistical analyses.
                                  Also thank you to Paul Lipscombe for helping in field trial planting and management. Part of this study
                                  was made possible thanks to the Grains Research Development Cooperation (GRDC US00084).
                                  Conflicts of Interest: The authors declare no conflict of interest.

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