Ferguson, Andrew; Layton, Alice; Mailloux, Brian; Culligan, Patricia; Williams, Daniel; Smartt, Abby; Sayler, Gary; Feighery, John; McKay, Larry; Knappett, Peter; Alexandrova, Ekaterina; Arbit, Talia; Emch, Michael; Escamilla, Veronica; Ahmed, Kazi Matin; Alam, Md Jahangir; Streatfield, P Kim; Yunus, Mohammad; van Geen, Alexander (2012): Comparison of fecal indicators with pathogenic bacteria and rotavirus in rural Bangladesh groundwater [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.774444, Supplement to: Ferguson, A et al. (2012): Comparison of fecal indicators with pathogenic bacteria and rotavirus in rural Bangladesh groundwater. Science of the Total Environment, 431, 314-322, https://doi.org/10.1016/j.scitotenv.2012.05.060
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Abstract:
Groundwater is routinely analyzed for fecal indicators but direct comparisons of fecal indicators to the presence of bacterial and viral pathogens are rare. This study was conducted in rural Bangladesh where the human population density is high, sanitation is poor, and groundwater pumped from shallow tubewells is often contaminated with fecal bacteria. Five indicator microorganisms (E. coli, total coliform, F+RNA coliphage, Bacteroides and human-associated Bacteroides (HuBacteroides)) and various environmental parameters were compared to the direct detection of waterborne pathogens by quantitative PCR in groundwater pumped from 50 tubewells. Rotavirus was detected in groundwater filtrate from the largest proportion of tubewells (40%), followed by Shigella (10%), Vibrio (10%), and pathogenic E. coli (8%). Spearman rank correlations and sensitivity-specificity calculations indicate that some, but not all, combinations of indicators and environmental parameters can predict the presence of pathogens. Culture-dependent fecal indicator bacteria measured on a single date did not predict bacterial pathogens, but annually averaged monthly measurements of culturable E. coli did improve prediction for total bacterial pathogens. F+RNA coliphage were neither correlated nor sufficiently sensitive towards rotavirus, but were predictive of bacterial pathogens. A qPCR-based E. coli assay was the best indicator for the bacterial pathogens, rotavirus and all pathogens combined. Since groundwater cannot be excluded as a significant source of diarrheal disease in Bangladesh and neighboring countries with similar characteristics, the need to develop more effective methods for screening tubewells with respect to microbial contamination is necessary.
Coverage:
Median Latitude: 23.369780 * Median Longitude: 90.646520 * South-bound Latitude: 23.364000 * West-bound Longitude: 90.644000 * North-bound Latitude: 23.373000 * East-bound Longitude: 90.651000
Minimum DEPTH, sediment/rock: 7.62 m * Maximum DEPTH, sediment/rock: 36.58 m
Event(s):
Comment:
Precision of latitude/longitude is reduced to protect household privacy.
Parameter(s):
# | Name | Short Name | Unit | Principal Investigator | Method/Device | Comment |
---|---|---|---|---|---|---|
1 | Identification | ID | Ferguson, Andrew | of tubewell | ||
2 | LATITUDE | Latitude | Geocode | |||
3 | LONGITUDE | Longitude | Geocode | |||
4 | Platform | Platform | Ferguson, Andrew | |||
5 | Feature | Feature | Ferguson, Andrew | Month priming | ||
6 | DEPTH, sediment/rock | Depth sed | m | Geocode | ||
7 | Feature | Feature | Ferguson, Andrew | Pop. within 25m | ||
8 | Feature | Feature | Ferguson, Andrew | Pop. within 50m | ||
9 | Temperature, water | Temp | °C | Ferguson, Andrew | ||
10 | pH | pH | Ferguson, Andrew | |||
11 | Conductivity | Cond | mS/cm | Ferguson, Andrew | ||
12 | Oxidation reduction (RedOx) potential | Eh | mV | Ferguson, Andrew | ||
13 | Salinity | Sal | Ferguson, Andrew | |||
14 | Arsenic | As | µg/l | Ferguson, Andrew | ||
15 | Nitrogen in ammonium | N-[NH4]+ | mg/l | Ferguson, Andrew | ||
16 | Nitrogen in nitrite | N-[NO2]- | mg/l | Ferguson, Andrew | ||
17 | Nitrogen in nitrate | N-[NO3]- | mg/l | Ferguson, Andrew | ||
18 | Phosphate | [PO4]3- | mg/l | Ferguson, Andrew | ||
19 | Sulfate | [SO4]2- | mg/l | Ferguson, Andrew | ||
20 | Chloride | Cl- | mg/l | Ferguson, Andrew | ||
21 | Bromide | Br- | mg/l | Ferguson, Andrew | ||
22 | Chlorine/Bromine ratio | Cl/Br | Ferguson, Andrew | |||
23 | Escherichia coli, gene copies, log | E. coli log | #/100 ml | Ferguson, Andrew | ||
24 | Bacteroides, gene copies, log | Bact log | #/100 ml | Ferguson, Andrew | ||
25 | Bacteroides, human associated, gene copies, log | hu-Bact log | #/100 ml | Ferguson, Andrew | ||
26 | Coliform bacteria, total, log, most probable number | Coli log | MPN/100 ml | Ferguson, Andrew | ||
27 | Escherichia coli, log, most probable number | E. coli log | MPN/100 ml | Ferguson, Andrew | ||
28 | Coliphage F-RNA, plaque-forming unit, log | Coli F-RNA log | PFU/100 ml | Ferguson, Andrew | ||
29 | Frequency Escherichia coli >1, most probable number | ECMPN>1 | MPN/100 ml | Ferguson, Andrew | annual | |
30 | Frequency Escherichia coli >1, most probable number | ECMPN>1 | MPN/100 ml | Ferguson, Andrew | May-Aug | |
31 | Frequency Escherichia coli >1, most probable number | ECMPN>1 | MPN/100 ml | Ferguson, Andrew | Jan-Apr | |
32 | Invasion plasmid antigen H, gene copies, log | ipaH log | #/100 ml | Ferguson, Andrew | ||
33 | Heat labile enterotoxin, gene copies, log | eltA log | #/100 ml | Ferguson, Andrew | ||
34 | Escherichia coli attaching and effacing, gene copies, log | eae log | #/100 ml | Ferguson, Andrew | ||
35 | Shiga toxin 1, gene copies, log | stx1 log | #/100 ml | Ferguson, Andrew | ||
36 | Outer membrane protein W, gene copies, log | ompW log | #/100 ml | Ferguson, Andrew | ||
37 | Rotavirus nucleocapsid protein, gene copies, log | VP6 log | #/100 ml | Ferguson, Andrew |
License:
Creative Commons Attribution 3.0 Unported (CC-BY-3.0)
Size:
1582 data points
Data
1 ID (of tubewell) | 2 Latitude | 3 Longitude | 4 Platform | 5 Feature (Month priming) | 6 Depth sed [m] | 7 Feature (Pop. within 25m) | 8 Feature (Pop. within 50m) | 9 Temp [°C] | 10 pH | 11 Cond [mS/cm] | 12 Eh [mV] | 13 Sal | 14 As [µg/l] | 15 N-[NH4]+ [mg/l] | 16 N-[NO2]- [mg/l] | 17 N-[NO3]- [mg/l] | 18 [PO4]3- [mg/l] | 19 [SO4]2- [mg/l] | 20 Cl- [mg/l] | 21 Br- [mg/l] | 22 Cl/Br | 23 E. coli log [#/100 ml] | 24 Bact log [#/100 ml] | 25 hu-Bact log [#/100 ml] | 26 Coli log [MPN/100 ml] | 27 E. coli log [MPN/100 ml] | 28 Coli F-RNA log [PFU/100 ml] | 29 ECMPN>1 [MPN/100 ml] (annual) | 30 ECMPN>1 [MPN/100 ml] (May-Aug) | 31 ECMPN>1 [MPN/100 ml] (Jan-Apr) | 32 ipaH log [#/100 ml] | 33 eltA log [#/100 ml] | 34 eae log [#/100 ml] | 35 stx1 log [#/100 ml] | 36 ompW log [#/100 ml] | 37 VP6 log [#/100 ml] |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21682 | 23.365 | 90.649 | 0 | 0.1 | 36.58 | 31 | 26.730 | 1.32 | 40.1 | 0.65 | 0 | 1.50 | 0.460 | 6.05 | 0.0 | 2 | 45.14 | 480 | 209.33 | 3.04 | 3.98 | 2.60 | -0.60 | -0.60 | -0.76 | 0.55 | 0.25 | 0.75 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | ||
21739 | 23.368 | 90.649 | 0 | 0 | 22.86 | 11 | 11 | 26.290 | 6.73 | 0.50 | 54.9 | 0.24 | 0 | 1.00 | 0.360 | 0.28 | 0.9 | 2 | 8.13 | 310 | 58.86 | 1.70 | 2.95 | 0.60 | 0.49 | -0.60 | -1.60 | 0.23 | 0.13 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 |
21740 | 23.368 | 90.649 | 0 | 0.06 | 13.72 | 8 | 28 | 26.630 | 6.21 | 0.57 | 82.1 | 0.27 | 0 | 1.00 | 0.340 | 0.35 | 0.5 | 0 | 4.44 | 0 | 0.60 | 2.66 | 0.60 | 0.62 | -0.60 | -1.60 | 0.18 | 0.25 | 0.25 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21743 | 23.366 | 90.651 | 0 | 0 | 18.29 | 6 | 6 | 26.710 | 6.26 | 0.72 | 121.4 | 0.35 | 0 | 3.00 | 0.330 | 0.42 | 2.9 | 0 | 6.94 | 0 | 0.60 | 2.50 | 0.60 | -0.60 | -0.60 | -0.88 | 0.14 | 0.25 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21744 | 23.364 | 90.650 | 1 | 0.19 | 16.76 | 13 | 28 | 27.190 | 6.65 | 1.40 | 88.3 | 0.70 | 0 | 3.00 | 2.02 | 2.12 | 0.60 | 1.85 | -0.30 | -1.60 | 0.64 | 0.75 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.99 | 2.53 | |||||||
21745 | 23.364 | 90.651 | 0 | 0 | 36.58 | 24 | 28 | 26.090 | 6.90 | 1.52 | 157.4 | 0.76 | 0 | 1.00 | 5.130 | 2.28 | 0.3 | 0 | 99.56 | 640 | 347.05 | 2.32 | 0.60 | 0.84 | 2.61 | 1.23 | 0.63 | 0.50 | 0.50 | 0.75 | 0.97 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 |
21746 | 23.364 | 90.651 | 1 | 0.06 | 16.76 | 19 | 28 | 25.840 | 1.39 | 136.7 | 0.69 | 0 | 2.50 | 2.830 | 4.25 | 0 | 27.34 | 480 | 126.13 | 1.95 | 0.60 | 0.60 | 0.62 | -0.60 | -1.60 | 0.36 | 0.25 | 0.25 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | ||
21748 | 23.365 | 90.649 | 1 | 0.06 | 13.72 | 8 | 19 | 26.030 | 0.61 | 25.7 | 0.31 | 0 | 5.00 | 0.340 | 0.41 | 0.3 | 0 | 7.71 | 310 | 54.98 | 1.60 | 0.60 | 0.60 | 0.18 | -0.60 | -1.60 | 0.27 | 0.13 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21749 | 23.366 | 90.649 | 1 | 0.19 | 32.00 | 6 | 6 | 26.270 | 1.56 | 70.9 | 0.77 | 0 | 7.00 | 0.000 | 0.00 | 0.0 | 0 | 271.86 | 1350 | 448.44 | 2.14 | 3.82 | 0.60 | 0.41 | -0.60 | -1.60 | 0.41 | 0.50 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21750 | 23.366 | 90.648 | 0 | 0 | 27.43 | 12 | 28 | 26.560 | 0.74 | 87.3 | 0.60 | 0 | 1.00 | 0.350 | 3.03 | 0.3 | 0 | 11.69 | 330 | 77.80 | 0.60 | 4.12 | 0.60 | 0.31 | -0.60 | -1.60 | 0.27 | 0.25 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21752 | 23.367 | 90.648 | 1 | 0.19 | 15.24 | 15 | 51 | 26.540 | 0.64 | -41.2 | 0.31 | 0 | 2.00 | 1.380 | 0.31 | 0.7 | 0 | 21.96 | 360 | 134.48 | 2.79 | 4.75 | 3.59 | 2.69 | 0.72 | -1.60 | 0.41 | 0.75 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 3.12 | |
21753 | 23.367 | 90.648 | 1 | 0 | 15.24 | 12 | 42 | 27.330 | 6.24 | 0.43 | -68.5 | 0.20 | 0 | 1.50 | 2.380 | 0.63 | 0.4 | 0 | 7.81 | 0 | 1.70 | 0.60 | 0.60 | 0.00 | -0.60 | -1.60 | 0.23 | 0.38 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21754 | 23.369 | 90.645 | 0 | 0 | 10.67 | 36 | 54 | 26.230 | 6.44 | 0.55 | 137.3 | 0.26 | 0 | 3.00 | 1.760 | 0.41 | 0.3 | 0 | 25.70 | 320 | 177.39 | 0.60 | 3.80 | 0.60 | 2.08 | 0.72 | 1.41 | 0.41 | 0.38 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 |
21755 | 23.369 | 90.646 | 1 | 0 | 7.62 | 28 | 0 | 2.40 | 3.07 | 0.60 | 0.61 | -0.60 | 0.41 | 0.13 | 0.75 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |||||||||||||||
21757 | 23.371 | 90.645 | 0 | 0.19 | 13.72 | 17 | 85 | 26.910 | 6.88 | 2.47 | 149.4 | 1.19 | 0 | 1.00 | 0.31 | 0.3 | 0 | 586.85 | 3120 | 416.98 | 3.19 | 4.60 | 3.92 | 1.52 | 0.88 | 1.30 | 0.50 | 0.50 | 0.25 | 2.68 | 0.60 | 0.60 | 0.60 | 0.60 | 4.53 | |
21758 | 23.371 | 90.645 | 0 | 0.06 | 15.24 | 15 | 67 | 26.710 | 6.38 | 1.47 | 122.7 | 0.74 | 0 | 10.00 | 2.700 | 0.43 | 0.0 | 0 | 107.35 | 770 | 308.27 | 4.87 | 7.45 | 6.82 | 3.17 | 2.03 | 2.16 | 0.45 | 0.38 | 0.25 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 |
21759 | 23.371 | 90.645 | 1 | 0 | 15.24 | 15 | 70 | 26.330 | 6.28 | 1.32 | 142.5 | 0.65 | 0 | 8.00 | 0.000 | 0.27 | 0.3 | 0 | 94.62 | 800 | 263.85 | 2.53 | 3.75 | 1.47 | 0.67 | -0.30 | -0.93 | 0.23 | 0.25 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 4.11 |
21760 | 23.371 | 90.645 | 1 | 0.06 | 9.14 | 6 | 46 | 26.750 | 6.80 | 1.44 | 145.7 | 0.72 | 0 | 7.00 | 18.410 | 0.66 | 0.0 | 3 | 136.39 | 730 | 412.40 | 4.24 | 6.72 | 6.02 | 3.48 | 3.48 | 1.01 | 0.55 | 0.63 | 0.33 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 |
21762 | 23.372 | 90.646 | 1 | 0 | 15.24 | 44 | 58 | 26.660 | 6.64 | 0.90 | 167.3 | 0.44 | 0 | 0.00 | 0.690 | 12.02 | 0.4 | 28 | 100.83 | 0 | 2.14 | 3.08 | 0.60 | 1.04 | 0.00 | 1.19 | 0.23 | 0.50 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21764 | 23.371 | 90.646 | 0 | 0.06 | 15.24 | 13 | 48 | 26.320 | 6.24 | 3.93 | 189.3 | 2.06 | 0 | 4.00 | 0.000 | 0.00 | 0.4 | 0 | 933.85 | 4720 | 438.81 | 2.30 | 3.30 | 3.04 | 1.73 | 0.49 | 1.96 | 0.27 | 0.38 | 0.00 | 0.60 | 0.60 | 0.60 | 1.52 | 0.60 | 3.67 |
21765 | 23.371 | 90.646 | 0 | 0 | 15.24 | 24 | 50 | 26.470 | 6.32 | 3.20 | 119.1 | 1.66 | 0 | 10.00 | 0.000 | 0.00 | 0.0 | 0 | 740.10 | 3870 | 424.78 | 1.59 | 2.58 | 0.60 | 2.07 | 0.41 | 1.08 | 0.23 | 0.38 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 |
21766 | 23.371 | 90.646 | 1 | 0 | 15.24 | 8 | 38 | 26.030 | 6.47 | 2.15 | -207.7 | 1.10 | 0 | 2.00 | 5.240 | 0.28 | 0.4 | 0 | 314.23 | 1720 | 405.47 | 1.85 | 2.84 | 0.60 | 1.40 | -0.60 | 1.49 | 0.41 | 0.13 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 1.30 | 3.28 |
21767 | 23.370 | 90.647 | 0 | 0 | 15.24 | 22 | 35 | 26.110 | 6.17 | 0.70 | 121.0 | 0.34 | 0 | 2.00 | 5.660 | 0.41 | 0.4 | 0 | 13.51 | 310 | 95.40 | 1.65 | 0.60 | 0.60 | 0.18 | -0.60 | -1.60 | 0.50 | 0.63 | 0.25 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 |
21768 | 23.369 | 90.647 | 0 | 0.07 | 19.81 | 13 | 21 | 26.540 | 6.69 | 0.83 | 126.4 | 0.40 | 0 | 1.00 | 2.790 | 0.61 | 0.3 | 1 | 16.18 | 340 | 107.00 | 0.66 | 2.66 | 0.60 | -0.30 | -0.60 | -1.60 | 0.23 | 0.13 | 0.25 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 3.13 |
21769 | 23.369 | 90.648 | 0 | 0.13 | 21.34 | 5 | 12 | 26.970 | 6.18 | 0.81 | 91.7 | 0.40 | 0 | 2.00 | 0.340 | 0.27 | 0.5 | 0 | 7.53 | 0 | 1.26 | 0.60 | 0.60 | 1.04 | -0.30 | -0.76 | 0.23 | 0.38 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 2.85 | |
21770 | 23.368 | 90.647 | 0 | 0.07 | 18.29 | 26.230 | 6.38 | 0.50 | 130.6 | 0.24 | 0 | 1.00 | 0.830 | 0.51 | 0.0 | 0 | 6.52 | 0 | 2.09 | 2.57 | 0.60 | 0.41 | -0.60 | -1.60 | 0.23 | 0.13 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 3.24 | |||
21771 | 23.368 | 90.647 | 0 | 0 | 22.86 | 26.860 | 6.87 | 0.56 | 122.4 | 0.27 | 0 | 1.00 | 1.62 | 0.60 | 2.12 | 1.26 | 0.31 | -1.60 | 0.50 | 0.38 | 0.75 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 1.81 | |||||||||
21774 | 23.371 | 90.647 | 0 | 0.06 | 14.33 | 51 | 91 | 26.570 | 6.31 | 1.04 | 176.1 | 0.51 | 0 | 0.80 | 0.34 | 0.5 | 8 | 86.40 | 354.25 | 2.64 | 2.22 | 0.60 | 1.22 | -0.60 | 0.94 | 0.50 | 0.38 | 0.67 | 2.30 | 0.60 | 0.60 | 0.60 | 0.60 | 4.87 | ||
21775 | 23.371 | 90.647 | 1 | 0.06 | 16.15 | 43 | 97 | 26.490 | 6.39 | 1.00 | 139.9 | 0.49 | 0 | 0.40 | 2.57 | 2.23 | 0.40 | 1.53 | -0.30 | 0.86 | 0.27 | 0.13 | 0.25 | 1.96 | 0.60 | 0.60 | 0.60 | 0.60 | 5.14 | |||||||
21776 | 23.370 | 90.649 | 1 | 0 | 10.06 | 22 | 28 | 26.150 | 6.10 | 1.11 | 199.6 | 0.57 | 0 | 0.60 | 2.81 | 3.75 | 1.55 | 0.90 | -0.60 | 1.79 | 0.36 | 0.38 | 0.25 | 1.87 | 0.60 | 0.60 | 0.60 | 1.74 | 4.42 | |||||||
21777 | 23.370 | 90.648 | 0 | 0.06 | 9.14 | 16 | 40 | 26.510 | 6.49 | 0.34 | 134.8 | 0.16 | 0 | 1.00 | 2.76 | 4.45 | 0.60 | 2.21 | 0.56 | 1.64 | 0.45 | 0.50 | 0.25 | 0.60 | 0.60 | 1.60 | 0.60 | 0.60 | 4.46 | |||||||
21778 | 23.370 | 90.648 | 0 | 0 | 9.14 | 14 | 64 | 26.200 | 6.46 | 0.34 | 140.3 | 0.16 | 0 | 1.00 | 2.51 | 2.31 | 0.60 | 2.39 | 0.67 | 0.23 | 0.41 | 0.63 | 0.00 | 0.60 | 0.60 | 2.77 | 0.60 | 0.92 | 3.97 | |||||||
21779 | 23.371 | 90.645 | 0 | 0.06 | 16.76 | 30 | 98 | 25.940 | 6.17 | 1.82 | 149.1 | 0.91 | 0 | 7.50 | 0.34 | 0.3 | 367.48 | 441.28 | 0.60 | 3.97 | 0.60 | 2.04 | 0.55 | 2.12 | 0.50 | 0.63 | 0.33 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 2.48 | |||
21780 | 23.368 | 90.648 | 1 | 0.07 | 18.29 | 30 | 30 | 26.620 | 6.39 | 0.84 | -121.1 | 0.41 | 0 | 1.50 | 3.360 | 1.56 | 0.3 | 0 | 46.48 | 242.60 | 2.19 | 3.64 | 0.60 | -0.60 | -0.60 | -1.60 | 0.45 | 0.50 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 1.02 | 0.85 | |
21781 | 23.370 | 90.647 | 0 | 0 | 16.76 | 24 | 35 | 26.850 | 6.21 | 0.94 | 32.8 | 0.46 | 0 | 2.00 | 3.09 | 4.07 | 0.60 | 1.98 | 0.76 | 0.36 | 0.55 | 0.50 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |||||||
21782 | 23.371 | 90.646 | 0 | 0.13 | 13.72 | 28 | 42 | 25.830 | 6.45 | 2.86 | 143.6 | 1.47 | 0 | 2.00 | 0.000 | 0.37 | 0.3 | 1 | 604.67 | 413.99 | 5.18 | 5.70 | 2.14 | 2.95 | 2.85 | 1.59 | 0.59 | 0.63 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21784 | 23.372 | 90.645 | 1 | 0.06 | 16.76 | 39 | 60 | 26.170 | 6.23 | 2.22 | 15.4 | 1.13 | 0 | 4.00 | 2.120 | 10.13 | 0.7 | 0 | 362.28 | 647.40 | 0.60 | 4.45 | 0.60 | 0.90 | -0.60 | 1.21 | 0.55 | 0.38 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21785 | 23.372 | 90.645 | 0 | 0 | 15.24 | 28 | 62 | 26.050 | 6.02 | 2.31 | 84.4 | 1.18 | 0 | 1.00 | 0.000 | 25.75 | 0.3 | 127 | 417.73 | 769.09 | 2.87 | 3.47 | 0.60 | 3.20 | 0.84 | -0.13 | 0.64 | 0.75 | 0.25 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21786 | 23.372 | 90.644 | 0 | 0.06 | 16.76 | 17 | 65 | 26.320 | 6.49 | 1.12 | 132.1 | 0.55 | 0 | 4.50 | 0.000 | 0.25 | 0.4 | 0 | 142.70 | 399.58 | 1.40 | 2.56 | 0.60 | 1.02 | -0.60 | 0.27 | 0.50 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | ||
21787 | 23.373 | 90.644 | 1 | 0 | 16.76 | 27 | 80 | 26.560 | 6.41 | 2.49 | 161.2 | 1.28 | 0 | 4.00 | 7.420 | 0.34 | 0.0 | 1 | 506.50 | 431.29 | 1.69 | 3.72 | 0.60 | 0.72 | -0.60 | -0.51 | 0.65 | 0.63 | 0.67 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 2.68 | |
21788 | 23.373 | 90.644 | 1 | 0.31 | 18.29 | 16 | 130 | 26.570 | 6.45 | 2.90 | 169.5 | 1.49 | 0 | 2.50 | 0.000 | 0.00 | 0.0 | 1 | 665.85 | 439.35 | 1.37 | 3.78 | 0.60 | 1.02 | -0.60 | 0.12 | 0.50 | 0.63 | 0.33 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21789 | 23.373 | 90.644 | 0 | 0.38 | 18.29 | 24 | 126 | 0 | 1.12 | 3.20 | 0.60 | 0.97 | -0.60 | 0.50 | 0.38 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 2.08 | ||||||||||||||
21790 | 23.373 | 90.644 | 0 | 0 | 16.76 | 25 | 93 | 25.980 | 6.35 | 2.80 | 162.0 | 1.45 | 0 | 4.00 | 8.580 | 0.37 | 0.0 | 2 | 639.59 | 452.66 | 0.60 | 4.26 | 0.60 | 0.31 | -0.60 | -0.10 | 0.55 | 0.38 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21792 | 23.373 | 90.644 | 0 | 0 | 10.67 | 31 | 51 | 25.980 | 6.39 | 2.48 | 162.8 | 1.27 | 0 | 6.00 | 0.000 | 0.35 | 0.0 | 1 | 595.33 | 437.44 | 0.74 | 4.22 | 0.60 | 0.62 | -0.60 | -0.15 | 0.41 | 0.50 | 0.25 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21793 | 23.373 | 90.644 | 0 | 0.06 | 18.29 | 16 | 80 | 26.570 | 6.18 | 2.15 | 70.1 | 1.09 | 0 | 10.00 | 0.000 | 0.00 | 0.0 | 0 | 439.66 | 456.34 | 1.84 | 4.93 | 0.82 | 0.49 | -0.60 | 0.51 | 0.23 | 0.13 | 0.25 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 2.06 | |
21794 | 23.373 | 90.644 | 0 | 0.27 | 10.67 | 26 | 57 | 26.300 | 6.51 | 2.19 | -26.2 | 1.11 | 0 | 2.00 | 7.260 | 0.37 | 0.0 | 8 | 531.73 | 456.77 | 1.95 | 3.90 | 0.60 | 1.30 | -0.60 | -1.60 | 0.60 | 0.38 | 0.67 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21796 | 23.372 | 90.644 | 0 | 0 | 18.29 | 13 | 43 | 26.690 | 6.87 | 1.72 | 191.6 | 0.87 | 0 | 1.00 | 0.000 | 6.63 | 0.0 | 2 | 234.93 | 527.21 | 2.42 | 4.20 | 0.60 | 1.22 | 0.62 | -0.88 | 0.32 | 0.50 | 0.00 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 | |
21797 | 23.372 | 90.644 | 1 | 0.25 | 13.72 | 43 | 98 | 26.070 | 6.70 | 0.83 | 127.1 | 0.40 | 0 | 1.00 | 3.150 | 0.56 | 0.3 | 1 | 48.12 | 226.05 | 3.61 | 5.38 | 2.70 | 3.48 | 2.54 | 1.52 | 0.64 | 0.88 | 0.25 | 0.60 | 0.99 | 0.60 | 0.60 | 0.60 | 0.85 | |
21798 | 23.372 | 90.644 | 0 | 0 | 10.67 | 42 | 101 | 26.440 | 6.17 | 0.84 | 188.7 | 0.41 | 0 | 1.50 | 2.440 | 1.21 | 0.4 | 3 | 30.08 | 178.61 | 1.94 | 3.41 | 0.60 | 1.45 | 0.62 | 1.11 | 0.55 | 0.63 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 1.75 | |
21800 | 23.373 | 90.644 | 0 | 0 | 13.72 | 34 | 76 | 26.680 | 6.56 | 2.10 | 140.8 | 1.06 | 0 | 3.00 | 2.150 | 0.00 | 0.0 | 1 | 472.41 | 464.26 | 2.39 | 2.51 | 0.60 | 1.37 | 1.50 | -0.36 | 0.68 | 0.88 | 0.50 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.85 |