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Months Mean air
temperature (°C)Precipitation
(mm)Relative
humidity
(%)Wind
speed
(m·s−1)min max mean mean mean June 2017 19.8 28.7 0.2 75.0 1.8 July 2017 23.9 32.7 0.0 71.4 1.7 Aug. 2017 24.2 32.8 0.4 70.8 1.6 Sept. 2017 21.1 31.1 0.0 68.5 1.5 Oct. 2017 14.2 27.0 5.2 54.8 1.3 Nov. 2017 10.3 21.4 105.6 65.2 1.3 Dec. 2017 7.4 18.7 49.2 70.9 1.2 Jan. 2018 6.2 15.6 153.0 75.0 1.3 Feb. 2018 7.3 18.2 44.0 74.7 1.0 Mar. 2018 9.8 21.0 13.8 72.9 1.5 April 2018 12.0 23.8 10.4 69.9 1.3 May 2018 17.2 28.3 20.0 67.3 1.4 June 2018 20.5 29.7 4.0 72.4 1.8 July 2018 23.4 31.5 0.0 74.3 1.8 Aug. 2018 23.7 32.4 0.0 72.4 1.8 Sept. 2018 20.9 31.3 1.8 65.5 1.5 Oct. 2018 15.4 27.6 56.8 63.4 1.3 Nov. 2018 10.7 22.1 19.4 63.7 1.2 Table 1.
Meteorological parameters during the experiment period from Erdemli Weather Station in Mersin, Turkey.
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Year Treatment Green cover percentage* Traffic‡ No traffic Avg§ 2017 Cultivar A4-4 96 ab¶ 100 a 98.0 B3-6 89 c 100 a 94.5 C12-133 96 ab 100 a 98.0 Princess 77 90 c 100 a 95.0 Riviera 97 ab 100 a 98.5 Tifway 93 bc 100 a 96.5 Avg. 93.5 100 96.8 Mowing height 2.5 cm 96 a 100 a 98.0 5.0 cm 91 b 100 a 95.5 Avg. 93.5 100 96.8 2018 Cultivar A4-4 81 b 100 a 90.5 B3-6 66 d 100 a 83.0 C12-133 81 b 100 a 90.5 Princess 77 69 cd 100 a 84.5 Riviera 83 b 100 a 91.5 Tifway 74 c 100 a 87.0 Avg. 75.5 100 87.8 Mowing height 2.5 cm 80 b 100 a 90.0 5.0 cm 71 c 100 a 85.5 Avg. 75.5 100 87.8 * Green cover percentage (GCP) was rated using a 0–100 visual rating scale, where 0 = no green vegetation cover and 100 = 100% green vegetation cover. ‡ Traffic was applied using Brinkman Traffic simulator at a level equivalent to two and four soccer games per week in 2017 and 2018, respectively. §The interaction of cultivar and traffic level, and mowing height and traffic level were significant, so no statistical separation is applied to traffic, cultivar or mowing height averages. ¶ Means followed by the same letter within each variable are not significantly different according to Fisher's LSD (p < 0.05) test. Table 2.
Green cover percentage as affected by cultivar, traffic and mowing height in, Mersin-Turkey, 2017 and 2018.
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Year Treatment Turfgrass quality (1 to 9)* Traffic¶ No traffic Avg 2017‡ Cultivar A4-4 7.1 7.9 7.5 a B3-6 6.2 7.3 6.7 c C12-133 6.8 7.6 7.2 b Princess 77 6.1 7.4 6.8 c Riviera 6.9 7.7 7.3 ab Tifway 6.2 7.3 6.8 c Avg. 6.6 A 7.5 B 7.1 Mowing height 2.5 cm 5.0 cm Avg 7.4 a 6.7 b 7.1 2018§ Cultivar A4-4 5.5 c 7.3 ab 6.4 B3-6 4.6 d 6.8 b 5.7 C12-133 5.5 c 7.2 ab 6.4 Princess 77 4.9 cd 7.2 ab 6.1 Riviera 5.7 c 7.4 ab 6.6 Tifway 5.0 cd 7.6 a 6.3 Avg. 5.2 7.3 6.3 Mowing height 2.5 cm 5.0 cm Avg 2.5 cm 6.4 a 6.1 a 6.3 * Turf quality was rated on a visual scale of 1 (the worst; completely dead and brown turf) to 9 (the best). ‡ In 2017 the interaction of cultivar and traffic was not significant but main effects were significant, so statistical separation is applied to cultivar and traffic averages. Upper case letters are used to differentiate between traffic levels. §In 2018 the interaction of cultivar and traffic level was significant, so no statistical separation is applied to traffic or cultivar averages. ¶ Traffic was applied using the Brinkman Traffic simulator at a level equivalent to two and four soccer games per week in 2017 and 2018, respectively. Means followed by the same letter within each variable are not significantly different according to Fisher's LSD (p < 0.05) test. Table 3.
Turfgrass quality as affected by cultivar, traffic and mowing height in, Mersin-Turkey, 2017 and 2018.
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SH TSS SD TVD LT NDVI CHL GCP TQ ns ***
−0,73**0.43**
0.67**−
0.57**0.49**
0.89**0.29*
0.53**0.82**
0.83**0.68**
0.85**0.77**
0.91**GCP −0.23*
−0.75**0.46**
0.73**−
0.65**0.38**
0.89**0.44**
0.58**0.72**
0.860.47**
0.82**CHL −0.42**
−0.61**0.48**
0.69**−
0.56**0.39**
0.81**0.26*
0.52**0.69**
0.87NDVI −0.24*
−0.58**0.47**
0.68**−
0.65**0.50**
0.86**0.42**
0.65**LT −0.24*
−0.38**ns
0.42**−
0.67**0.59**
0.72**TVD ns
−0.71**ns
0.68**−
0.74**SD −
−0.52**−
0.48**SHS −0.33**
−0.68**ns, *, **, indicate non-significant and significant correlations at the p = 0.05 or 0.01 respectively.
***, The values above and below within each row indicates related correlation values belongs to 2017 and 2018 respectively.Table 4.
Pearson correlations (r) among traits (SH: Surface hardness, TSS: Turf shear strength, SD: Shoot density, TVD: Turf visual density, LT: Leaf texture, NDVI: Normalized difference vegetation Index, CHL: Chlorophyll index, GCP: Green cover percentage, and TQ: Turfgrass quality) measured after simulated traffic in a field experiment conducted at Mersin, Turkey in 2017 and 2018.
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Treatments Turf density* Leaf texture CHL NDVI Shear strength Surface hardness Shoot density Traffic level ‡ 2017 Traffic 7.6 a§ 7.5 a 203 b 0.631 b 14.6 b 86.5 a − No Traffic 7.9 b 7.8 b 220 a 0.691 a 16.4 a 79.1 b − Mowing Height 2.5 cm 8.0 a 7.7 a 218 a 0.695 a 15.8 a 85.0 a − 5.0 cm 7.4 b 7.5 a 205 b 0.629 b 15.2 a 81.0 b − Cultivar A4-4 7.9 a 7.8 b 220 b 0.691 a 15.5 b 83.2 a − B3-6 7.5 b 7.3 e 206 c 0.614 d 15.3 b 83.8 a − C12-133 7.9 a 7.6 c 205 c 0.674 ab 15.8 b 82.7 a − Princess 77 7.5 b 7.5 d 197 d 0.625 cd 13.9 c 85.3 a − Riviera 7.5 b 7.6 c 228 a 0.703 a 17.1 a 81.9 a − Tifway 8.0 a 8.2 a 212 c 0.663 bc 15.1 b 80.4 a − Traffic level 2018 Traffic 6.3 b 7.3 b 175 b 0.528 b 12.5 a 96.1 a 310 b No Traffic 8.1 a 7.8 a 215 a 0.638 a 15.7 b 75.2 b 383 a Mowing height 2.5 cm 7.3 a 7.6 a 204 a 0.602 a 14.4 a 87.3 a 366 a 5.0 cm 6.9 b 7.4 a 186 b 0.562 a 13.8 a 84.0 a 327 b Cultivar A4-4 7.5 ab 7.7 b 200 b 0.615 ab 14.6 a 84.8 a 363 b B3-6 6.8 c 7.1 d 184 d 0.525 c 13.9 a 86.8 a 311 c C12-133 7.3 b 7.5 c 193 bc 0.597 b 14.9 a 84.8 a 382 ab Princess 77 6.8 c 7.2 d 187 cd 0.545 c 12.0 b 88.6 a 313 c Riviera 7.2 b 7.5 c 211 a 0.631 a 15.0 a 84.7 a 321 c Tifway 7.8 a 8.0 a 196 b 0.585 b 14.4 a 86.1 a 390 a * Turf density was assessed on a visual scale of 1 (bare soil) to 9 (very high density); Turfgrass texture was rated on a visual scale of 1 (very coarse) to 9 (very fine leaf texture); CHL (Canopy-level chlorophyll content index) was collected with a handheld chlorophyll meter; NDVI values were collected with a handheld turf NDVI color meter; Shear strength was measured using a Turf Tech Shear Strength tester (Nm); Surface hardness was measured using a 2.5-kg Clegg impact soil tester (Gmax); Shoot density was determined by manually counting the shoots on three 100 mm-diameter plugs randomly collected from varying locations in each treatment plot in 2018.
‡ Traffic was applied using Brinkman Traffic simulator at a level equivalent to two and four soccer games per week in 2017 and 2018, respectively.
§ Within columns, means followed by the same letter are not significantly different according to Fisher’s LSD (p < 0.05) test.Table 5.
Turf density (visual), leaf texture, Chlorophyll index (CHL) and Normalized difference vegetation index (NDVI), Shear Strength, Surface hardness and Shoot density as affected by traffic, mowing height and cultivar in 2017 and 2018.
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