2.1. Greenhouse Experiment
A greenhouse experiment was conducted, with two identical independent trials to ensure experimental repetition, to evaluate the herbicidal efficacy of PA on some important weed species: Abutilon theophrasti Medik. (velvetleaf, ABUTH, Malvaceae), Alopecurus myosuroides Huds. (black-grass, ALOMY, Poaceae), Conyza sumatrensis (Retz.) E. Walker (tall fleabane, CONSU, Asteraceae), Lolium rigidum Gaud. (rigid ryegrass, LOLRI, Poaceae), Persicaria maculosa Gray (ladysthumb, POLPE, Polygonaceae), Setaria pumila (Poir.) Roem. & Schult. (yellow foxtail, SETPU, Poaceae), and Solanum nigrum L. (black nightshade, SOLNI, Solanaceae). These species are key weeds for several main crops in Europe. In particular, A. myosuroides and L. rigidum are important weed species for winter cereals, while A. theophrasti, P. maculosa, S. pumila, and S. nigrum are common weeds in spring crops such as maize and soybean. Finally, C. sumatrensis is a key weed species in perennial crops such as orchards and vineyards.
This range of species enabled the testing of PA herbicidal activity on weeds belonging to different botanical families with different morphological traits. Seeds of A. theophrasti, A. myosuroides, C. sumatrensis, P. maculosa, S. pumila, and berries of S. nigrum were collected in summer and autumn in fields at the experimental farm “L. Toniolo” of the University of Padova, Italy (45°21′04″ N 11°57′02″ E, 8 m asl). Seeds of L. rigidum originated from plants cultivated in a greenhouse on the same farm. Seeds were collected from at least 50 mother plants per species to maintain intra-population variability by gently shaking inflorescences to collect only fully ripened seeds and fruits. Seeds of S. nigrum were then manually extracted from the berries. Seeds of the different species were cleaned, left to dry at room temperature (20 °C) for 2 weeks, and stored afterward in paper bags at 4 °C until the start of the experiments.
In order to break dormancy and promote germination, seeds were sown in Petri dishes on moistened peat substrate and exposed to various chilling treatments according to the specific requirements of each species. Seeds of A. myosuroides and L. rigidum were vernalized in a fridge at 4 °C in dark conditions for 3 days. Seeds of A. theophrasti, P. maculosa, S. pumila, and S. nigrum were maintained at the same conditions for 7 days. On the contrary, seeds of C. sumatrensis did not require any dormancy-breaking treatment and were directly incubated for germination. After the chilling treatment, seeds were incubated in germination chambers at an alternate temperature regime of 25 (light) −15 (dark) °C and a 12 h light photoperiod, with neon tubes providing a photosynthetic photon flux density (PPFD) of 15–30 µmol m−2 s −1. Given that the length of germination and seedling early-growth phase depends on species, petri dishes were maintained in the germination chamber for periods ranging from 4 days for A. myosuroides and L. rigidum to 14 days for C. sumatrensis and P. maculosa, respectively, to obtain enough seedlings of the adequate growth stage for transplant. For each species and replicate, 15–20 seedlings were transplanted into rectangular plastic pots (160 × 160 × 200 mm) filled with a standard potting mix (60% silty loam soil, 15% sand, 15% perlite, and 10% peat). Pots were transferred in the greenhouse with regular irrigation to maintain optimal water availability for plants throughout the experiment. Light in the greenhouse was provided with metal halide lamps (400 W), 14 h photoperiod, PPFD~160 μmol m−2 s−1. During the experiment, the minimum and maximum temperatures in the greenhouse varied from 20 to 23 °C and from 25 to 30 °C.
The experimental layout was a completely randomized design with three replicates and included three doses of PA (commercial Beloukha herbicide, pelargonic acid 680 g a.i. L
−1, Belchim Crop Protection Italia S.p.A, Rozzano, MI, Italy). Applied doses of PA were: 10,880, 8160, and 5440 g a.i. ha
−1, corresponding to 16, 12, and 8 L ha
−1 of the commercial Beloukha herbicide, respectively (hereafter: PEL16, PEL12, PEL8). PEL16 is the recommended field dose of this herbicide for crop seedbed cleaning. Untreated control pots were also included for all species. The total number of treatments was 4 (three herbicide doses + untreated) * 7 (weed species) = 28. The experiment was repeated two months after the first run. PA was applied when weed seedlings reached the stage of 1–2 tillers or BBCH 21-22 [
31] for grasses (
A. myosuroides,
L. rigidum,
S. pumila) and of 4–6 true leaves or BBCH 14-16 for dicots (
A. theophrasti,
C. sumatrensis,
P. maculosa,
S. nigrum). The application was performed using a precision bench sprayer equipped with three flat fan hydraulic nozzles (TeeJet TP11001-VH, Glendale Heights, IL, USA), with a spray volume of 200 L ha
−1 applied at a pressure of 215 kPa and speed of 0.6 m s
−1. This spray volume is the minimum of the range (200–400 L ha
−1) recommended for field application of PA and was selected in order to maximize PA concentration in the spray solution and, consequently, its herbicidal activity. This was feasible since these experimental conditions, that is, PA application performed with a precise bench sprayer on non-stressed weed plants at the right stage ensured optimal droplet coverage and persistence on weed leaves.
The survival and biomass of treated plants were evaluated 3 weeks after treatment (3 WAT). Plant survival was expressed as a percentage of the alive plants counted before the treatment in each pot. For each species, the above-ground biomass of the three untreated replicates was collected, and the total plant fresh weight was measured; then, the average plant weight was calculated by dividing the total plant weight by the number of live plants before herbicide application. For each species, to assess biomass reduction, the average plant weight of treated replicates was then expressed as a percentage of the average plant weight of the untreated. A value of 100% for a given replicate means that its biomass is the same as the untreated. The mean and standard error were calculated for all treatments for both response variables (Plant survival, Biomass fresh weight).
A factorial ANOVA (
p < 0.05) was performed using JASP software (
www.jasp-stats.org, accessed on 15 January 2023) to test the effect of the factors trial, dose (hereafter: P Dose), species, and their interaction on the response variables plant survival and biomass fresh weight. This first analysis determined whether data from the two trials could be pooled and analyzed together. Otherwise, factorial ANOVA was performed for each trial as a single experiment with a completely randomized design. Assumptions, that is, data normality and homogeneity of variances, were tested for each ANOVA performed. Tukey’s HSD test (
p < 0.05) was then applied to identify significant differences between treatment means.
2.2. Field Experiment
A field experiment was conducted with three identical independent trials to ensure experimental repetition in spring, summer, and autumn 2022 to simulate the conditions of PA application for seedbed cleaning or stale seedbed technique for spring-summer or autumn sown crops. The experiments were set up at the experimental farm “L. Toniolo” of the University of Padova, Italy. This farm is located at Legnaro (45°21′04″ N 11°57′02″ E, 8 m asl) and has silt-loamy soil. Three doses, corresponding to those included in the greenhouse experiment, of PA (commercial Beloukha herbicide, pelargonic acid 680 g a.i. L
−1, Belchim Crop Protection Italia S.p.A, Rozzano, MI, Italy) were tested: PEL16, PEL12, and PEL8. Untreated control plots were also included. The experimental layout was a complete randomized block design with 3 replicates, each corresponding to a 10 m
2 plot. Weather data (daily air maximum, mean and minimum temperature, daily precipitation) were collected throughout the experiment from a nearby weather station managed by the Regional Agency for Prevention and Environmental Protection (
www.arpa.veneto.it, accessed on 20 December 2022). Soil tillage was performed for seedbed preparation for crop sowing. Given the scarcity of rainfall during 2022, sprinkler irrigation for a total of 25 mm was performed at the beginning of each trial to promote weed germination and seedling establishment.
Weed emergence was monitored, and a few days before herbicide application, weed seedlings were identified and counted in two 30 * 30 cm sampling areas per replicate. PA was applied on weeds at the initial growth stages (from 2–3 true leaves to 2 tillers, BBCH 12-22). Field application of PA was conducted using a back-pack sprayer (MOD. 40007 Fox Sprayers; nozzle 8261036, color code: light blue, RS 110-10.) with a spray volume of 350 L ha−1. This spray volume is significantly larger than the one adopted for greenhouse PA application (200 L ha−1) and was selected in order to maximize leaf coverage and persistence of the spray solution to ensure a satisfactory penetration inside weed leaves under the specific field conditions (high temperature and solar radiation, low air relative humidity, and presence of a dust layer on weed leaves). The application of a lower spray volume, even with a higher concentration of PA, could have significantly decreased the persistence of spray droplets and eventually limited the herbicide’s efficacy.
The herbicidal efficacy of the different doses of PA was evaluated with a second weed assessment 2 weeks after PA application. During that assessment, weeds were collected in four 30 * 30 cm sampling areas per replicate, and fresh weight was measured. The specific dates of the two weed assessments and of PA application in the three field trials are reported in
Table 1.
A factorial ANOVA (
p < 0.05) was first performed using JASP software (
www.jasp-stats.org, accessed on 15 January 2023) to test the effect of the factor trial, block, and pelargonic acid dose (hereafter: P Dose), on weed biomass. This first analysis would show whether data from the three trials could be pooled and analyzed together. Otherwise, factorial ANOVA was performed for each trial as a single experiment with a completely randomized block design. Assumptions, that is, data normality and homogeneity of variances, were tested for each ANOVA performed. Tukey’s HSD test (
p < 0.05) was then applied to identify significant differences between treatment means.