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. 2019 Mar 8;14(3):e0212797. doi: 10.1371/journal.pone.0212797

Table 1. Race time (Mean and SD), by sex and weather conditions, for all groups of finishers.

All finishers N = 580,990 Top 101:200 N = 8,687 Top 21:100 N = 7,148 Top 10 N = 938 Winners N = 94
Temperature (°C) Sex N Mean SD N Mean SD N Mean SD N Mean SD N Mean SD
0–7 F 43,281 04:11:30 00:44:05 800 03:11:48 00:05:47 640 02:59:18 00:06:23 80 02:33:34 00:06:59 8 02:29:00 00:05:41
0–7 M 85,233 03:44:51 00:47:56 800 02:35:49 00:05:55 640 02:28:10 00:06:22 80 02:13:21 00:03:54 8 02:10:25 00:02:17
8–15 F 120,137 04:02:49 00:36:58 2,486 03:14:10 00:07:00 2,018 03:01:14 00:07:54 278 02:35:56 00:18:36 28 02:28:56 00:10:35
8–15 M 227,503 03:36:25 00:39:46 2,800 02:37:26 00:06:05 2,240 02:28:39 00:06:11 280 02:12:38 00:03:46 28 02:09:36 00:03:09
16–24 F 36,638 04:21:18 00:42:57 802 03:19:21 00:08:20 730 03:09:23 00:12:32 110 02:44:29 00:19:24 11 02:35:22 00:13:26
16–24 M 68,198 03:50:44 00:48:40 999 02:42:12 00:06:04 880 02:33:27 00:06:04 110 02:16:31 00:03:51 11 02:12:31 00:02:04
Wind direction Sex N Mean SD N Mean SD N Mean SD N Mean SD N Mean SD
Head wind F 109,175 04:06:35 00:38:49 1,302 03:12:33 00:06:44 1,130 03:03:03 00:10:55 150 02:35:49 00:10:45 16 02:29:39 00:06:27
Head wind M 188,902 03:43:59 00:42:52 1,500 02:40:01 00:05:46 1,200 02:31:26 00:06:16 150 02:14:03 00:03:59 16 02:11:08 00:03:22
Side wind F 64,725 04:12:36 00:43:44 1,886 03:16:08 00:07:54 1,528 03:02:38 00:08:25 208 02:37:15 00:20:21 21 02:30:17 00:12:04
Side wind M 138,749 03:40:03 00:46:05 2,100 02:37:38 00:06:40 1,680 02:29:14 00:06:31 210 02:13:42 00:04:05 21 02:10:10 00:02:25
Tail wind F 26,156 04:03:10 00:36:52 900 03:14:54 00:06:52 730 03:01:58 00:09:36 110 02:40:24 00:20:01 10 02:32:04 00:14:16
Tail wind M 53,283 03:31:56 00:39:10 999 02:36:36 00:06:15 880 02:28:11 00:06:24 110 02:13:06 00:04:22 10 02:09:50 00:03:35
Precipitations Sex N Mean SD N Mean SD N Mean SD N Mean SD N Mean SD
0 F 187,393 04:07:34 00:39:22 3,888 03:15:02 00:07:32 3,228 03:02:49 00:09:43 448 02:37:25 00:18:09 45 02:30:16 00:10:59
0 M 358,780 03:41:01 00:43:12 4,399 02:38:21 00:06:23 3,600 02:29:43 00:06:31 450 02:13:27 00:04:00 45 02:10:18 00:02:57
> 0 mm F 12,663 04:15:39 00:52:30 200 03:08:45 00:02:36 160 02:58:51 00:04:20 20 02:40:08 00:05:57 2 02:34:41 00:07:23
> 0 mm M 22,154 03:38:22 00:52:05 200 02:34:30 00:06:28 160 02:29:15 00:06:44 20 02:18:40 00:03:59 2 02:13:16 00:03:49
WBGT (°C) Sex N Mean SD N Mean SD N Mean SD N Mean SD N Mean SD
0–6 F 82,843 04:03:58 00:39:15 1,986 03:12:05 00:07:45 1,608 02:59:28 00:07:35 210 02:33:21 00:09:02 21 02:28:29 00:06:51
0–6 M 165,228 03:37:48 00:42:59 2,100 02:35:28 00:06:13 1,680 02:27:31 00:06:29 210 02:12:00 00:03:24 21 02:09:15 00:02:23
7–10 F 80,620 04:07:43 00:39:36 1,502 03:16:27 00:05:28 1,280 03:04:45 00:09:59 168 02:38:21 00:21:46 17 02:30:18 00:12:01
7–10 M 148,220 03:40:02 00:42:37 1,700 02:39:17 00:05:08 1,360 02:29:59 00:05:35 170 02:13:59 00:03:14 17 02:10:41 00:02:33
11–15 F 21,361 04:05:48 00:37:07 500 03:18:27 00:08:08 420 03:06:45 00:11:18 80 02:46:56 00:22:44 8 02:35:48 00:16:13
11–15 M 44,369 03:36:57 00:39:06 699 02:42:23 00:06:05 640 02:33:45 00:05:58 80 02:17:09 00:05:14 8 02:12:39 00:04:11
16–20 F 15,232 04:35:39 00:43:54 100 03:22:45 00:02:06 80 03:10:29 00:06:09 10 02:36:36 00:03:49 1 02:31:50
16–20 M 23,117 04:15:36 00:49:48 100 02:47:14 00:01:57 80 02:37:49 00:03:41 10 02:15:26 00:02:06 1 02:12:40
Wind speed (km/h) Sex N Mean SD N Mean SD N Mean SD N Mean SD N Mean SD
9–17 F 55,457 04:11:57 00:42:33 1,586 03:14:56 00:07:55 1,290 03:01:17 00:08:17 188 02:40:06 00:24:59 24 02:32:08 00:13:42
9–17 M 95,768 03:44:43 00:46:14 1,850 02:38:25 00:06:33 1,520 02:29:46 00:06:35 190 02:13:41 00:04:13 24 02:10:50 00:03:06
18–24 F 75,953 04:03:46 00:37:50 1,702 03:16:23 00:06:34 1,440 03:04:54 00:09:55 180 02:35:08 00:07:56 13 02:27:35 00:03:09
18–24 M 180,831 03:35:33 00:41:24 1,800 02:37:39 00:07:20 1,440 02:29:40 00:07:05 180 02:14:05 00:03:47 13 02:09:50 00:02:15
25–39 F 68,646 04:09:44 00:40:50 800 03:10:45 00:06:58 658 03:00:17 00:10:05 100 02:37:03 00:13:23 10 02:30:09 00:09:25
25–39 M 104,335 03:46:32 00:44:21 949 02:38:44 00:03:44 800 02:29:37 00:05:17 100 02:12:53 00:04:27 10 02:10:14 00:03:42
Pressure (hPa) Sex N Mean SD N Mean SD N Mean SD N Mean SD N Mean SD
<1015 F 100,015 04:09:21 00:40:49 2,000 03:15:24 00:06:38 1,610 03:02:21 00:08:42 218 02:36:29 00:19:57 21 02:29:21 00:11:08
<1015 M 186,398 03:40:51 00:44:22 2,149 02:37:41 00:07:27 1,760 02:28:47 00:06:47 220 02:12:48 00:03:27 21 02:09:35 00:02:48
> = 1015 F 100,041 04:06:49 00:39:53 2,088 03:14:04 00:08:10 1,778 03:02:53 00:10:18 250 02:38:27 00:15:41 26 02:31:20 00:10:44
> = 1015 M 194,536 03:40:52 00:43:12 2,450 02:38:37 00:05:21 2,000 02:30:30 00:06:11 250 02:14:26 00:04:31 26 02:11:06 00:03:03