Author Contributions
Conceptualization, M.R., L.M., C.F., M.F., A.P. and C.D.; methodology, M.R., L.M., C.F., M.F., A.P. and C.D.; validation, L.M., M.R., C.F., M.F., A.P., and C.D.; formal analysis, L.M., M.R., C.F., M.F., A.P. and C.D.; investigation, L.M., M.R., C.F., M.F., A.P. and C.D.; resources, L.M., M.R., C.F., M.F., A.P. and C.D.; data curation, L.M.; writing—original draft preparation, L.M.; writing—review and editing, L.M., M.R., C.F., M.F., A.P. and C.D.; visualization, L.M., M.R., C.F., M.F., A.P. and C.D.; supervision, L.M., M.R., C.F., M.F., A.P. and C.D.; project administration, M.R., L.M., C.F., and C.D.
Acknowledgments
This study was self-financed by the Department of Agriculture, Food and Environment of the University of Pisa (Pisa, Italy). The authors would like to thank Adrian Wallwork (e4ac.com) for providing the English language editing of this paper; Valentina Panicucci from the Department of Agriculture, Food and Environment of University of Pisa (Pisa, Italy) for her contribution to the 2016 experiment; Piergiorgio Castellani from Castellani Spa (Pontedera, Pisa, Italy) for hosting the trials; and Alessandro Moretto from Castellani Spa, Paolo Belluomini and Piero Puntoni from the Department of Agriculture, Food and Environment of University of Pisa for their technical support.
Figure 1.
Monthly cumulated rainfall and monthly average temperatures (January 2016–December 2018) recorded by the meteorological station in Siberia, Crespina-Lorenzana (Pisa, Italy) (43°35′31.2″ N 10°32′38.4″ E) [
13].
Figure 1.
Monthly cumulated rainfall and monthly average temperatures (January 2016–December 2018) recorded by the meteorological station in Siberia, Crespina-Lorenzana (Pisa, Italy) (43°35′31.2″ N 10°32′38.4″ E) [
13].
Figure 2.
The flaming machine PFV-600 (Officine Mingozzi, Ferrara, Italy) coupled with a SAME Frutteto 100 (SAME, Treviglio, Italy) tractor.
Figure 2.
The flaming machine PFV-600 (Officine Mingozzi, Ferrara, Italy) coupled with a SAME Frutteto 100 (SAME, Treviglio, Italy) tractor.
Figure 3.
Flame suckering applied on 21 April 2017 at the 13 BBCH sucker growth stage.
Figure 3.
Flame suckering applied on 21 April 2017 at the 13 BBCH sucker growth stage.
Figure 4.
Flame suckering applied on 21 April 2016 at the 12–13 BBCH sucker growth stage.
Figure 4.
Flame suckering applied on 21 April 2016 at the 12–13 BBCH sucker growth stage.
Table 1.
Date of suckering treatments, and the growth stage of the most developed suckers at the time of suckering.
Table 1.
Date of suckering treatments, and the growth stage of the most developed suckers at the time of suckering.
Treatment | Year | Date of Application | Suckers Growth Stage |
---|
FlamingA | 2016 | 21 April | 12–13 BBCH |
FlamingB | 2016 | 5 May | 15–16 BBCH |
FlamingC | 2016 | 21 April and 5 May | 12–13 BBCH on 21 April, 15–16 BBCH on 5 May |
Hand | 2016 | 21 April | 12–13 BBCH |
FlamingA | 2017 | 21 April | 12–13 BBCH |
FlamingB | 2017 | 5 May | 15–16 BBCH |
FlamingC | 2017 | 21 April and 5 May | 12–13 BBCH on 21 April, 15–16 BBCH on 5 May |
Hand | 2017 | 21 April | 12–13 BBCH |
FlamingA | 2018 | 2 May | 12–13 BBCH |
FlamingB | 2018 | 16 May | 15–16 BBCH |
FlamingC | 2018 | 2 May and 16 May | 12–13 BBCH on 2 April, 15–16 BBCH on 16 May |
Hand | 2018 | 2 May | 12–13 BBCH |
Table 2.
Least squares means of the number of suckers per plant log transformed and standard errors (SE) as affected by different types of suckering methods and data collection date in the three-year experiment. These data are useful for computing all pairwise comparisons.
Table 2.
Least squares means of the number of suckers per plant log transformed and standard errors (SE) as affected by different types of suckering methods and data collection date in the three-year experiment. These data are useful for computing all pairwise comparisons.
Date | Year | Log (No. of Suckers) (±SE) |
---|
FlamingA | FlamingB | FlamingC | Hand | Control |
---|
21 April | 2016 | 1.38 (0.11) | 1.40 (0.11) | 1.43 (0.13) | 1.58 (0.16) | 1.37 (0.12) |
5 May | 2016 | 0.65 (0.17) | 1.40 (0.12) | 0.77 (0.18) | 0.44 (0.28) | 1.41 (0.13) |
12 May | 2016 | 0.67 (0.17) | 0.41 (0.18) | −0.97 (0.41) | 0.57 (0.26) | 1.42 (0.13) |
9 June | 2016 | 0.68 (0.16) | 0.59 (0.17) | −0.56 (0.34) | 0.57 (0.26) | 1.45 (0.12) |
21 April | 2017 | 1.04 (0.13) | 0.98 (0.14) | 1.11 (0.13) | 1.38 (0.19) | 0.98 (0.15) |
5 May | 2017 | 0.80 (0.15) | 1.10 (0.14) | 0.73 (0.15) | −0.60 (0.46) | 1.00 (0.15) |
12 May | 2017 | 0.98 (0.14) | 0.50 (0.17) | −0.01 (0.21) | −0.42 (0.42) | 1.04 (0.14) |
9 June | 2017 | 0.98 (0.14) | 0.58 (0.17) | 0.11 (0.20) | −0.01 (0.35) | 1.10 (0.14) |
2 May | 2018 | 0.88 (0.19) | 1.07 (0.17) | 0.88 (0.19) | 1.01 (0.18) | 0.95 (0.18) |
16 May | 2018 | 0.28 (0.25) | 1.12 (0.17) | 0.08 (0.28) | −0.41 (0.36) | 1.01 (0.18) |
23 May | 2018 | 0.40 (0.24) | 0.22 (0.26) | −0.41 (0.36) | −0.19 (0.32) | 1.10 (0.18) |
20 June | 2018 | 0.51 (0.23) | 0.40 (0.24) | −0.09 (0.31) | −0.01 (0.29) | 1.18 (0.17) |
Table 3.
Inverse transformed values (from the log scale) and lower and upper confidence intervals (LCI, UCI) of the least squares means of the number of suckers per plant as affected by different type of suckering methods and data collection date in the three-year experiment.
Table 3.
Inverse transformed values (from the log scale) and lower and upper confidence intervals (LCI, UCI) of the least squares means of the number of suckers per plant as affected by different type of suckering methods and data collection date in the three-year experiment.
Date | Year | No. of Suckers (LCI, UCI) |
---|
FlamingA | FlamingB | FlamingC | Hand | Control |
---|
21 April | 2016 | 3.97 (3.17, 4.98) | 4.04 (3.25, 5.03) | 4.17 (3.26, 5.34) | 4.88 (3.59, 6.63) | 3.93 (3.08, 5.01) |
5 May | 2016 | 1.92 (1.39, 2.66) | 4.07 (3.25, 5.11) | 2.16 (1.52, 3.05) | 1.55 (0.90, 2.65) | 4.10 (3.20, 5.25) |
12 May | 2016 | 1.96 (1.42, 2.71) | 1.51 (1.06, 2.16) | 0.38 (0.17, 0.85) | 1.76 (1.06, 2.94) | 4.28 (3.37, 5.45) |
9 June | 2016 | 1.97 (1.43, 2.72) | 1.80 (1.30, 2.50) | 0.57 (0.30, 1.10) | 1.77 (1.07, 2.93) | 4.28 (3.37, 5.46) |
21 April | 2017 | 2.84 (2.19, 3.67) | 2.66 (2.03, 3.48) | 3.04 (2.37, 3.90) | 3.97 (2.74, 5.74) | 2.66 (2.01, 3.52) |
5 May | 2017 | 2.24 (1.67, 2.99) | 3.00 (2.30, 3.91) | 2.08 (1.54, 2.81) | 0.55 (0.22, 1.35) | 2.72 (2.04, 3.62) |
12 May | 2017 | 2.66 (2.01, 3.50) | 1.65 (1.18, 2.32) | 0.99 (0.65, 1.50) | 0.66 (0.29, 1.51) | 2.84 (2.13, 3.78) |
9 June | 2017 | 2.68 (2.04, 3.51) | 1.79 (1.29, 2.48) | 1.12 (0.76, 1.66) | 0.99 (0.50, 1.96) | 3.00 (2.27, 3.95) |
2 May | 2018 | 2.41 (1.66, 3.50) | 2.91 (2.07, 4.09) | 2.41 (1.66, 3.50) | 2.74 (1.93, 3.89) | 2.59 (1.81, 3.72) |
16 May | 2018 | 1.33 (0.81, 2.18) | 3.07 (2.20, 4.29) | 1.08 (0.62, 1.87) | 0.66 (0.33, 1.33) | 2.76 (1.94, 3.92) |
23 May | 2018 | 1.49 (0.93, 2.39) | 1.24 (0.74, 2.08) | 0.66 (0.33, 1.33) | 0.83 (0.44, 1.55) | 3.01 (2.13, 4.24) |
20 June | 2018 | 1.66 (1.06, 2.60) | 1.49 (0.93, 2.39) | 0.91 (0.50, 1.66) | 0.99 (0.56, 1.77) | 3.26 (2.35, 4.52) |
Table 4.
Analysis of variance for yield, average cluster weight, average berry weight, total soluble solids, pH and tartaric acid, and analysis of deviance (type II Wald chi-square test) for the number of clusters.
Table 4.
Analysis of variance for yield, average cluster weight, average berry weight, total soluble solids, pH and tartaric acid, and analysis of deviance (type II Wald chi-square test) for the number of clusters.
Variable | p-Values |
---|
Treatment | Year | Treatment:Year |
---|
Yield (kg plant−1) | 0.928 | <0.001 | 0.743 |
No. of clusters (cluster plant−1) | 0.979 | <0.001 | 1.000 |
Average cluster weight (g cluster−1) | 0.435 | <0.001 | 0.324 |
Average berry weight (g berry−1) | 0.464 | <0.001 | 0.874 |
Total soluble solids (°Brix) | 0.674 | <0.001 | 0.998 |
pH | 0.861 | <0.001 | 0.685 |
Tartaric acid (g L−1) | 0.430 | <0.001 | 0.730 |
Table 5.
Least squares means and standard errors of the yield, clusters number (log transformed) average cluster weight and average berry weight as affected by the type of treatment and the year. Inverse transformed values and lower and upper 95% confidence intervals (LCI, UCI) of clusters number log transformed are reported.
Table 5.
Least squares means and standard errors of the yield, clusters number (log transformed) average cluster weight and average berry weight as affected by the type of treatment and the year. Inverse transformed values and lower and upper 95% confidence intervals (LCI, UCI) of clusters number log transformed are reported.
Variable | Year | Treatment |
---|
FlamingA | FlamingB | FlamingC | Hand | Control |
---|
Yield (kg plant−1) (±SE) | 2016 | 3.46 (0.24) | 3.57 (0.24) | 3.36 (0.24) | 3.42 (0.39) | 3.12 (0.24) |
Yield (kg plant−1) (±SE) | 2017 | 2.52 (0.24) | 2.46 (0.24) | 2.73 (0.25) | 2.93 (0.39) | 2.88 (0.24) |
Yield (kg plant−1) (±SE) | 2018 | 1.80 (0.35) | 1.50 (0.335) | 1.56 (0.335) | 1.91 (0.35) | 1.51 (0.335) |
log[Clusters (no. plant−1)] (±SE) | 2016 | 2.24 (0.07) | 2.23 (0.07) | 2.22 (0.07) | 2.21 (0.11) | 2.20 (0.07) |
log[Clusters (no. plant−1)] (±SE) | 2017 | 2.42 (0.06) | 2.42 (0.06) | 2.41 (0.06) | 2.38 (0.10) | 2.40 (0.06) |
log[Clusters (no. plant−1)] (±SE) | 2018 | 1.98 (0.11) | 1.94 (0.11) | 1.93 (0.11) | 1.94 (0.115) | 1.94 (0.11) |
Clusters (no. plant−1) (LCI, UCI) | 2016 | 9.42 (8.25, 10.77) | 9.34 (8.17, 10.68) | 9.21 (8.05, 10.54) | 9.08 (7.28, 11.32) | 9.05 (7.90, 10.36) |
Clusters (no. plant−1) (LCI, UCI) | 2017 | 11.30 (10.00, 12.77) | 11.21 (9.92, 12.68) | 11.14 (9.82, 12.63) | 10.85 (8.85, 13.29) | 11.01 (9.72, 12.46) |
Clusters (no. plant−1) (LCI, UCI) | 2018 | 7.25 (5.81, 9.04) | 6.97 (5.61, 8.64) | 6.88 (5.54, 8.55) | 6.94 (5.53, 8.70) | 6.97 (5.61, 8.64) |
Average cluster weight (g cluster−1) (±SE) | 2016 | 357.09 (17.37) | 389.24 (17.37) | 368.13 (17.37) | 379.66 (28.33) | 344.07 (17.37) |
Average cluster weight (g cluster−1) (±SE) | 2017 | 235.17 (17.37) | 216.80 (17.37) | 226.27 (17.72) | 278.07 (28.33) | 258.70 (17.37) |
Average cluster weight (g cluster−1) (±SE) | 2018 | 239.02 (25.15) | 215.32 (24.13) | 217.47 (24.13) | 273.51 (25.39) | 221.21 (24.13) |
Average berry weight (g berry−1) (±SE) | 2016 | 1.55 (0.09) | 1.58 (0.09) | 1.71 (0.09) | 1.68 (0.09) | 1.60 (0.09) |
Average berry weight (g berry−1) (±SE) | 2017 | 1.68 (0.15) | 1.92 (0.15) | 1.66 (0.15) | 1.82 (0.15) | 1.63 (0.15) |
Average berry weight (g berry−1) (±SE) | 2018 | 2.18 (0.13) | 2.36 (0.13) | 2.35 (0.13) | 2.26 (0.13) | 2.22 (0.13) |
Table 6.
Least-squares means and standard errors of the total soluble solids, pH, and tartaric acid as affected by the type of treatment and the year.
Table 6.
Least-squares means and standard errors of the total soluble solids, pH, and tartaric acid as affected by the type of treatment and the year.
Variable | Year | Treatment |
---|
FlamingA | FlamingB | FlamingC | Hand | Control |
---|
Total soluble solids (°Brix) (±SE) | 2016 | 20.26 (0.59) | 20.38 (0.59) | 20.74 (0.59) | 20.74 (0.59) | 20.70 (0.54) |
Total soluble solids (°Brix) (±SE) | 2017 | 22.75 (0.86) | 22.90 (0.86) | 23.70 (0.86) | 23.60 (0.86) | 22.70 (0.86) |
Total soluble solids (°Brix) (±SE) | 2018 | 21.80 (0.65) | 22.13 (0.65) | 22.25 (0.65) | 22.38 (0.65) | 22.43 (0.65) |
pH (±SE) | 2016 | 3.13 (0.03) | 3.11 (0.03) | 3.12 (0.03) | 3.18 (0.03) | 3.12 (0.03) |
pH (±SE) | 2017 | 3.41 (0.06) | 3.48 (0.06) | 3.43 (0.06) | 3.47 (0.06) | 3.47 (0.06) |
pH (±SE) | 2018 | 3.47 (0.05) | 3.46 (0.05) | 3.54 (0.05) | 3.44 (0.05) | 3.54 (0.05) |
Tartaric acid (g L−1) | 2016 | 6.59 (0.20) | 6.50 (0.20) | 6.36 (0.20) | 6.15 (0.20) | 6.40 (0.18) |
Tartaric acid (g L−1) | 2017 | 5.48 (0.31) | 4.65 (0.31) | 5.18 (0.31) | 5.25 (0.31) | 5.20 (0.31) |
Tartaric acid (g L−1) | 2018 | 4.91 (0.22) | 4.63 (0.22) | 4.80 (0.22) | 4.95 (0.22) | 4.74 (0.22) |
Table 7.
Flaming machine performance and costs estimation. The machine was used coupled with a SAME Frutteto 100 tractor.
Table 7.
Flaming machine performance and costs estimation. The machine was used coupled with a SAME Frutteto 100 tractor.
Performance | |
---|
Forward speed (km h−1) | 3.00 |
Working width (m) | 1.05 |
Theoretical field capacity (ha h−1) | 0.31 |
Theoretical field time (h) * | 3.17 |
Turning time (h) * | 0.23 |
Time to refuel the tractor and/or replace empty LPG tanks (h) * | 0.19 |
Machine adjustment time (includes plugging and unplugging) (h) | 0.25 |
Total time (h) * | 3.84 |
Field efficiency * | 0.83 |
Effective field capacity (ha h−1) * | 0.26 |
Costs | |
Tractor cost per hour (€ h−1) * | 28.15 |
Tractor cost per use (€ ha−1) * | 108.10 |
Flaming machine cost per hour (€ h−1) * | 43.23 |
Flaming machine cost per use (€ ha−1) * | 137.23 |
Total cost per hour (€ h−1) * | 71.38 |
Total cost per use (€ ha) * | 245.33 |