Genus | PV | FO% | MPD | Genus | PV | FO % | MPD | Genus | PV | FO% | MPD |
---|---|---|---|---|---|---|---|---|---|---|---|
Glyphosate-tolerant soybean | Conventional soybean | Natural vegetation | |||||||||
2011/12 season | |||||||||||
|
3,646 | 100 | 3,646 |
|
2,723 | 75 | 3,144 |
|
3,885 | 100 | 3,885 |
|
2,131 | 50 | 3,014 |
|
1,963 | 50 | 2,804 |
|
3,741 | 75 | 4,320 |
|
982 | 50 | 1,403 |
|
1,683 | 50 | 2,380 |
|
2,758 | 75 | 3,185 |
|
668 | 25 | 1,335 |
|
840 | 25 | 1,680 |
|
1,310 | 50 | 1,853 |
|
572 | 25 | 1,144 |
|
444 | 50 | 634 |
|
907 | 50 | 1,281 |
|
452 | 25 | 905 |
|
338 | 25 | 675 |
|
648 | 50 | 915 |
|
253 | 25 | 505 |
|
216 | 25 | 431 |
|
570 | 25 | 1,139 |
|
197 | 25 | 393 |
|
171 | 25 | 342 |
|
534 | 75 | 615 |
|
168 | 25 | 335 |
|
158 | 25 | 315 |
|
184 | 50 | 262 |
|
17 | 25 | 34 |
|
130 | 25 | 259 |
|
71 | 25 | 142 |
|
3 | 25 | 5 |
|
40 | 25 | 80 |
|
5 | 25 | 9 |
|
3 | 25 | 5 |
|
20 | 25 | 40 |
|
4 | 25 | 8 |
|
2 | 25 | 4 |
|
4 | 25 | 7 |
|
3 | 25 | 5 |
– | – | – | – |
|
3 | 25 | 5 |
|
2 | 25 | 3 |
– | – | – | – |
|
2 | 25 | 3 | – | – | – | – |
– | – | – | – |
|
2 | 25 | 3 | – | – | – | – |
2012/13 season | |||||||||||
|
2,275 | 100 | 2,275 |
|
1,448 | 100 | 1,448 |
|
2,590 | 100 | 2,590 |
|
1,230 | 89 | 1,304 |
|
988 | 44 | 1,490 |
|
2,425 | 83 | 2,662 |
|
941 | 78 | 1,065 |
|
821 | 67 | 1,003 |
|
1,615 | 100 | 1,615 |
|
827 | 67 | 1,010 |
|
553 | 33 | 962 |
|
1,414 | 67 | 1,728 |
|
824 | 67 | 1,007 |
|
365 | 33 | 635 |
|
1,156 | 83 | 1,269 |
|
781 | 56 | 1,043 |
|
334 | 22 | 711 |
|
849 | 56 | 1,134 |
|
576 | 56 | 770 |
|
286 | 22 | 610 |
|
817 | 67 | 998 |
|
298 | 33 | 519 |
|
587 | 56 | 784 |
|
323 | 33 | 562 |
|
148 | 22 | 315 |
|
241 | 22 | 513 |
|
183 | 33 | 319 |
|
63 | 11 | 190 |
|
212 | 22 | 451 |
|
151 | 17 | 365 |
|
53 | 11 | 161 |
|
206 | 33 | 439 |
|
77 | 17 | 186 |
|
42 | 11 | 126 |
|
201 | 22 | 429 |
|
68 | 17 | 165 |
|
34 | 11 | 108 |
|
98 | 11 | 295 |
|
66 | 17 | 159 |
|
7 | 11 | 22 |
|
78 | 11 | 235 |
|
65 | 17 | 157 |
|
3 | 22 | 7 |
|
8 | 55 | 11 |
|
63 | 17 | 154 |
|
3 | 22 | 6 |
|
4 | 11 | 11 |
|
7 | 17 | 16 |
|
2 | 11 | 7 |
|
3 | 11 | 10 |
|
7 | 33 | 12 |
|
2 | 11 | 6 |
|
3 | 11 | 9 |
|
5 | 17 | 13 |
– | – | – | – |
|
2 | 11 | 5 |
|
4 | 17 | 10 |
– | – | – | – | – | – | – | – |
|
4 | 17 | 9 |
– | – | – | – | – | – | – | – |
|
3 | 17 | 8 |
Crop history: growing season, crop and herbicides applied | Growing season, crop and cultivar cultivated | Agricultural practice implemented | Inorganic fertiliser applied and dosage | Glyphosate application dates and dosage rates | Nematode sampling dates | Rainfall (mm) | Minimum temperature (°C) | Maximum temperature (°C) |
---|---|---|---|---|---|---|---|---|
2011/12, sunflower, no herbicide used (hand-hoeing of weeds) | 2013/14 (1st year), soybean (cv. LS 6164 R) | Reap and plough before planting | None | 10 January 2014 and 03 February 2014 @ 2 L/ha | 1st = 30/01/2014; |
603 | 7.9 | 30.5 |
2012/13, maize, Gramoxone® (active substance bipyridyl 200 g/L as dichloride salt 276 g/L) dosage rate 3 L/ha | 2014/15 (2nd year), maize (cv. DKC 80–30 RR) | Reap and plough before planting | 2:3:2 (26) at planting @ 300 kg/ha Ureum @ 50 kg/ha 4 weeks after planting | 17 December 2014 and 13 January 2015 @ 2 L/ha | 1st = 08/01/2015; |
510 | 10.0 | 30.2 |
2011/12 | 2012/13 | ||||
---|---|---|---|---|---|
Ecosystems |
|
|
Ecosystems |
|
|
|
|||||
Glyphosate-tolerant soybean: 603 ± 1,348 |
0.15 | 0.88 | Glyphosate-tolerant soybean: 261 ± 583 |
0.06 | 0.97 |
Glyphosate-tolerant: 603 ± 1,348 |
−0.02 | 0.98 | Glyphosate-tolerant soybean: 261 ± 583 Natural veld: 227 ± 507 | 0.01 | 0.99 |
Conventional soybean: 127 ± 284 |
−0.17 | 0.87 | Conventional soybean: 150 ± 335 Natural veld: 227 ± 507 | −0.04 | 0.97 |
|
|||||
Glyphosate-tolerant soybean: 281 ± 627 |
0.06 | 0.96 | Glyphosate-tolerant soybean: 202 ± 452 |
0.001 | 1 |
Glyphosate-tolerant: 281 ± 627 |
0.08 | 0.94 | Glyphosate-tolerant: 202 ± 452 |
0.02 | 0.98 |
Conventional soybean: 560 ± 1,254 |
−0.01 | 0.99 | Conventional soybean: 201 ± 449 |
0.02 | 0.98 |
|
|||||
Glyphosate-tolerant soybean: 729 ± 1,631 |
−0.04 | 0.97 | Glyphosate-tolerant soybean: 455 ± 1,017 |
0.04 | 0.97 |
Glyphosate-tolerant: 729 ± 1,631 |
−0.12 | 0.91 | Glyphosate-tolerant: 455 ± 1,017 |
0.01 | 0.99 |
Conventional soybean: 476 ± 1,064 |
−0.05 | 0.96 | Conventional soybean: 290 ± 648 |
0.05 | 0.96 |
|
|||||
Glyphosate-tolerant soybean: 267 ± 597 |
−0.15 | 0.89 | Glyphosate-tolerant soybean: 213 ± 476 |
−0.03 | 0.97 |
Glyphosate-tolerant: 267 ± 597 |
−0.004 | 1 | Glyphosate-tolerant: 213 ± 476 |
0.09 | 0.93 |
Conventional soybean: 68 ± 153 |
−0.14 | 0.89 | Conventional soybean: 298 ± 666 |
0.05 | 0.96 |
|
|||||
Glyphosate-tolerant soybean: 101 ± 226 |
0.18 | 0.86 | Glyphosate-tolerant soybean: 154 ± 344 |
−0.02 | 0.98 |
Glyphosate-tolerant: 101 ± 226 |
0.13 | 0.9 | Glyphosate-tolerant: 154 ± 344 |
0.07 | 0.94 |
Conventional soybean: 629 ± 1,406 |
0.05 | 0.96 | Conventional soybean: 192 ± 430 |
0.05 | 0.96 |
Soybean | Maize | ||||||||
---|---|---|---|---|---|---|---|---|---|
Nematode genus | Functional guild, followed by |
Glyphosate-treated | Non-treated |
|
|
Glyphosate-treated | Non-treated |
|
|
|
Ba2 | – | 298 ± 527 | −7 |
|
888 ± 1,029 | – | −8.15 |
|
|
Ba2 | 201 ± 342 | 155 ± 172 | 0.9 | 0.37 | 1,001 ± 1,795 | 149 ± 169 | −1.57 | 0.12 |
|
Fu2 | 475 ± 746 | 189 ± 249 | 0.31 | 0.76 | 2,635 ± 3,020 | 1,762 ± 2,002 | −6.68 | 0.5 |
|
Fu2 | 240 ± 394 | – | 5.25 |
|
1,226 ± 2,090 | – | −4.15 |
|
|
Pr5 | – | 0.17 ± 1 | −1 | 0.33 | – | – | ||
|
Ba2 | 512 ± 1,011 | 189 ± 298 | 3.73 |
|
745 ± 1,098 | 256 ± 316 | −0.96 | 0.34 |
|
Pr5 | – | 0.22 ± 1 | −0.99 | 0.33 | – | – | ||
|
Fu2 | 38 ± 92 | – | 3.16 |
|
– | – | ||
|
Ba2 | 211 ± 407 | 46 ± 20 | 0.81 | 0.42 | 1,000 ± 1,129 | 89 ± 156 | −3.98 |
|
|
Fu4 | 10 ± 17 | 5 ± 13 | 1.54 | 0.13 | – | – | ||
|
Ba2 | 544 ± 1,002 | – | 17.65 |
|
1,350 ± 1,542 | 267 ± 467 | −3.41 |
|
|
Ba4 | – | – | – | – | 2 ± 7 | 16 ± 16 | 5.46 |
|
|
Fu2 | – | 306 ± 537 | −4.1 |
|
– | 267 ± 462 | 4.16 |
|
|
Fu4 | 5 ± 15 | 7 ± 17 | −0.02 | 0.99 | 24 ± 35 | 12 ± 23 | −2.76 |
|
Bacterivores | Fungivores | Omnivores | Predators | |||||
---|---|---|---|---|---|---|---|---|
Source |
|
|
|
|
|
|
|
|
Season | 42.158 | 0.001** | 17.322 | 0.001** | 10.078 | 0.006** | 4.531 | 0.049** |
Ecosystem | 0.489 | 0.622 | 0.536 | 0.595 | 0.675 | 0.523 | 6.384 | 0.009** |
Season*Ecosystem | 0.123 | 0.885 | 0.021 | 0.980 | 0.300 | 0.745 | 1.238 | 0.316 |
Locality | 1.315 | 0.307 | 2.494 | 0.075 | 4.851 | 0.007** | 8.648 | 0.001** |
Season*Locality | 1.073 | 0.388 | 3.540 | 0.039** | 8.641 | 0.001** | 24.999 | 0.001** |
Ecosystem*Locality | 0.580 | 0.794 | 0.930 | 0.526 | 0.554 | 0.814 | 2.001 | 0.108 |
Season*Ecosystem*Locality | 0.561 | 0.728 | 1.454 | 0.259 | 1.076 | 0.410 | 7.083 | 0.001** |
Soil chemical properties | Soil physical properties | ||||||||||||
Sampling season | Locality | Ecosystem and cultivar | Crop history | pH (H2O) | Ca | Mg | K | Na | P | % Sand | % Silt | % Clay | % total C |
2011/12 and 2012/13 | Bothaville | Glyphosate-tolerant soybean (PAN1664R) | Maize/Sunflower | 6.48 | 381 | 107 | 205 | 0.5 | 204 | 94.7 | 0.7 | 4.6 | 0.21 |
2012/13 | Glyphosate-tolerant soybean (PAN1664R) | Maize/Sunflower | 6.48 | 437 | 81 | 170 | 0.5 | 170 | 94.5 | 0.7 | 4.8 | 0.10 | |
2011/12 and 2012/13 | Conventional soybean (Egret) | Maize/Sunflower | 6.89 | 581 | 81 | 246 | 1 | 166 | 92.6 | 0.7 | 6.7 | 0.23 | |
2012/13 | Conventional soybean (Egret) | Maize/Sunflower | 6.43 | 374 | 96 | 203 | 0.5 | 203 | 94.6 | 0.7 | 4.7 | 0.22 | |
2011/12 and 2012/13 | Natural vegetation (grass) | 6.77 | 446 | 78 | 194 | 0.5 | 169 | 94.5 | 0.7 | 4.7 | 0.21 | ||
2011/12 and 2012/13 | Natural vegetation (grass) | 6.06 | 574 | 165 | 400 | 5 | 252 | 89.6 | 3.4 | 7 | 1.5 | ||
2011/12 and 2012/13 | Brits | Glyphosate-tolerant soybean (PAN1583R) | Maize/Sunflower | 7.28 | 1,434 | 304 | 497 | 2 | 500 | 79.9 | 5.5 | 14.6 | 1.36 |
2011/12 and 2012/13 | Conventional soybean (Egret) | Soybean/Wheat | 7.49 | 1,699 | 346 | 291 | 58.5 | 399. | 81.4 | 7.6 | 11 | 0.76 | |
2011/12 and 2012/13 | Natural vegetation (grass) | 7.11 | 2,840 | 559 | 417 | 91.5 | 509 | 58.3 | 12.4 | 29.2 | 1.51 | ||
2011/12 and 2012/13 | Natural vegetation (grass) | 7.6 | 3,206 | 636 | 342 | 98 | 53 | 74.1 | 9.1 | 16.8 | 3.95 | ||
2012/13 | Edenville | Glyphosate-tolerant soybean (PAN1664R) | Soybean | 6.15 | 1,486 | 401 | 419 | 60.5 | 40 | 59.3 | 19.1 | 21.6 | 0.20 |
2012/13 | Conventional soybean (Superboon) | Soybean | 4.97 | 512 | 213 | 292 | 9.5 | 118 | 70.7 | 9.3 | 20 | 0.49 | |
2012/13 | Natural vegetation (grass) | 5.92 | 396 | 67 | 268 | 3 | 93 | 85.9 | 3.4 | 10.7 | 3.89 | ||
2012/13 | Natural vegetation (grass) | 5.64 | 222 | 52 | 271 | 1.5 | 86 | 86.6 | 3.2 | 10.1 | 0.34 | ||
2011/12 and 2012/13 | Marble Hall | Glyphosate-tolerant soybean (PAN1454R) | Maize/Soybean | 6.09 | 666 | 228 | 390 | 20 | 402 | 84.9 | 6.7 | 8.4 | 0.56 |
2012/13 | Glyphosate-tolerant soybean (LS6164R) | Maize/Soybean | 6.64 | 541 | 149 | 146 | 23 | 118 | 91 | 3.7 | 5.1 | 0.84 | |
2012/13 | Glyphosate-tolerant soybean (LS6164R) | Maize/Soybean | 6.07 | 826 | 212 | 291 | 176 | 336 | 88.7 | 3.7 | 7.6 | 0.40 | |
2011/12 and 2012/13 | Conventional soybean (Egret) | Soybean | 7.05 | 1,001 | 402 | 390 | 34.5 | 67 | 78.6 | 8.7 | 12.7 | 0.58 | |
2012/13 | Conventional soybean (MC555) | Soybean | 6.62 | 1,012 | 244 | 509 | 14.5 | 156 | 91.2 | 3.7 | 5.1 | 1.76 | |
2011/12 and 2012/13 | Natural vegetation (grass) | 6.83 | 968 | 238 | 346 | 35.5 | 151 | 69.2 | 9.3 | 21.5 | 1.8 | ||
2011/12 and 2012/13 | Natural vegetation (grass) | 6.52 | 455 | 104 | 192 | 24.5 | 164 | 86.1 | 1.4 | 12.6 | 0.54 | ||
2011/12 and 2012/13 | Natural vegetation (grass) | 5.93 | 810 | 121 | 375 | 25 | 419 | 83.7 | 3.8 | 12.5 | 2.54 | ||
2012/13 | Viljoens-kroon | Glyphosate-soybean tolerant (PAN1583R) | Maize/Soybean | 6.82 | 381 | 96 | 330 | 5 | 295 | 94.1 | 1.2 | 4.7 | 0.2 |
2012/13 | Natural vegetation (grass) | 6.14 | 433 | 195 | 370 | 9.5 | 227 | 84.4 | 5.9 | 9.7 | 1.14 | ||
2011/12 and 2012/13 | Winterton | Glyphosate-tolerant soybean (PAN6164R) | Soybean | 5.67 | 1,782 | 400.5 | 381 | 20.5 | 85 | 81.2 | 10.4 | 8.5 | 2.49 |
2012/13 | Conventional soybean (Mukwa) | Maize/ Soybean | 6.33 | 1,565 | 198 | 182 | 2 | 390 | 78.8 | 12.9 | 8.4 | 1.3 | |
2011/12 and 2012/13 | Conventional soybean (Mukwa) | Maize/Soybean | 5.92 | 1,827 | 139 | 551 | 5.5 | 532 | 44.8 | 38.4 | 16.7 | 2.77 | |
2011/12 and 2012/13 | Natural vegetation (grass) | 6.85 | 751 | 120 | 86 | 0.5 | 335 | 61.4 | 23.3 | 15.3 | 1.62 | ||
2011/12 and 2012/13 | Natural vegetation (grass) | 5.65 | 887 | 208 | 295 | 4.5 | 358 | 45.9 | 31.4 | 22.8 | 2.59 |
Temperature (°C) | ||||
---|---|---|---|---|
Locality and province | Growing season | Min. | Max. | Rainfall (mm) |
Bothaville (Free State) | 2011/12 | 13 | 26 | 272 |
2012/13 | 14 | 30 | 255 | |
Brits (North West) | 2011/12 | 16 | 33 | 414 |
2012/13 | 16 | 32 | 365 | |
Edenville (Free State) | 2012/13 | 16 | 32 | 303 |
Marble Hall (Mpumalanga) | 2011/12 | 18 | 31 | 402 |
2012/13 | 18 | 35 | 353 | |
Viljoenskroon (Free State) | 2012/13 | 14 | 31 | 373 |
Winterton (Kwa-Zulu Natal) | 2011/12 | 14 | 30 | 409 |
2012/13 | 14 | 30 | 417 |
Genus | Functional guilda, followed by |
Glyphosate-tolerant soybean | Conventional soybean | Natural vegetation |
---|---|---|---|---|
|
Ba1 | √ | √ | √ |
|
Ba1 | √ | √ | √ |
|
Ba1 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba2 | √ | √ | √ |
|
Ba4 | √ | √ | √ |
|
Ba4 | √ | √ | √ |
|
Fu2 | √ | √ | √ |
|
Fu2 | √ | √ | √ |
|
Fu2 | √ | √ | √ |
|
Fu2 | √ | √ | √ |
|
Fu2 | √ | √ | √ |
|
Fu3 | √ | √ | √ |
|
Fu4 | √ | √ | √ |
|
Fu4 | √ | √ | √ |
|
Fu4 | √ | √ | √ |
|
Om4 | √ | √ | √ |
|
Om4 | √ | √ | √ |
|
Om4 | √ | √ | √ |
|
Pr4 | √ | √ | √ |
|
Pr4 | √ | √ | √ |
|
Pr5 | √ | √ | √ |
|
Pr5 | √ | √ | √ |
|
Pr5 | √ | √ | √ |