Research Article
Application of Clustering and Stepwise Discriminant Analysis Based on Hydrochemical Characteristics in Determining the Source of Mine Water Inrush
Table 1
Forty groups of water chemistry data.
| No. | Na++ K+ | Ca2+ | Mg2+ | Cl- | SO42- | HCO3- | TH | TA | TDS | PH | Aquifer |
| 1 | 180.44 | 3.95 | 3.58 | 107.95 | 5.14 | 265.93 | 24.62 | 261.71 | 480.00 | 8.3 | I | 2 | 352.91 | 4.69 | 4.27 | 204.86 | 44.45 | 495.48 | 29.27 | 470.38 | 1130.00 | 8.5 | I | 3 | 399.51 | 13.91 | 6.74 | 387.96 | 42.81 | 354.58 | 62.50 | 342.22 | 1067.00 | 8.3 | I | 4 | 176.85 | 11.84 | 8.37 | 110.22 | 44.03 | 273.98 | 64.05 | 249.40 | 530.00 | 8.0 | II | 5 | 209.53 | 103.56 | 45.12 | 213.38 | 214.93 | 466.98 | 444.92 | 389.48 | 1041.90 | 7.1 | III | 6 | 660.33 | 10.72 | 8.20 | 626.70 | 168.76 | 494.48 | 60.55 | 441.10 | 1774.00 | 8.3 | I | 7 | 819.74 | 9.88 | 12.47 | 1223.60 | 323.90 | 455.90 | 106.18 | 433.20 | 2995.00 | 8.3 | I | 8 | 1095.10 | 24.25 | 11.08 | 729.02 | 248.61 | 581.32 | 76.01 | 575.61 | 2139.00 | 8.1 | I | 9 | 943.76 | 68.40 | 26.86 | 1095.64 | 552.37 | 267.76 | 281.37 | 219.58 | 2749.00 | 7.8 | I | 10 | 1218.24 | 31.40 | 8.19 | 1274.71 | 523.56 | 484.84 | 112.14 | 425.29 | 3257.00 | 8.0 | I | 11 | 1076.94 | 21.86 | 34.46 | 1386.83 | 79.62 | 435.24 | 196.47 | 356.92 | 2840.17 | 7.9 | II | 12 | 478.43 | 607.44 | 123.04 | 511.77 | 2071.69 | 157.61 | 2026.45 | 129.27 | 3893.36 | 7.7 | III | 13 | 355.10 | 507.69 | 189.61 | 958.15 | 1321.24 | 106.36 | 2048.50 | 92.67 | 3512.00 | 7.8 | III | 14 | 2251.10 | 200.46 | 68.09 | 2957.06 | 1249.21 | 267.76 | 780.92 | 219.58 | 7104.00 | 7.5 | I | 15 | 2279.30 | 216.67 | 65.69 | 3009.71 | 1295.72 | 238.77 | 810.55 | 195.81 | 7164.00 | 7.8 | I | 16 | 2192.80 | 114.85 | 41.92 | 3470.28 | 59.68 | 344.95 | 459.42 | 282.88 | 6025.00 | 7.2 | II | 17 | 1541.09 | 89.42 | 59.28 | 2511.03 | 14.41 | 340.13 | 467.37 | 278.92 | 4528.00 | 7.5 | II | 18 | 1720.31 | 71.82 | 60.48 | 2720.13 | 20.99 | 385.95 | 428.39 | 316.50 | 4717.00 | 7.5 | II | 19 | 1560.05 | 78.26 | 44.74 | 2552.62 | 18.56 | 256.14 | 379.64 | 210.05 | 4401.52 | 7.5 | II | 20 | 1965.63 | 61.13 | 26.09 | 2930.70 | 1.10 | 485.56 | 260.10 | 398.24 | 5250.80 | 8.2 | II | 21 | 1985.13 | 178.44 | 89.16 | 3419.12 | 20.99 | 369.05 | 812.70 | 302.64 | 6018.00 | 7.4 | II | 22 | 2182.96 | 338.05 | 143.86 | 4233.76 | 38.69 | 238.77 | 1436.50 | 195.81 | 6862.00 | 7.3 | II | 23 | 1962.73 | 298.52 | 160.64 | 3904.72 | 14.41 | 241.67 | 1406.87 | 176.04 | 6518.00 | 7.1 | II | 24 | 958.87 | 681.82 | 176.16 | 2133.32 | 1600.27 | 219.54 | 2427.85 | 180.04 | 5769.68 | 7.2 | III | 25 | 1002.18 | 954.15 | 230.72 | 2486.43 | 1839.1 | 187.26 | 3332.50 | 153.56 | 6699.86 | 7.5 | III | 26 | 1185.44 | 890.44 | 156.55 | 1531.43 | 2030.21 | 173.88 | 2880.71 | 145.00 | 5433.13 | 7.0 | III | 27 | 2380.64 | 1294.90 | 337.36 | 5192.62 | 2263.80 | 166.46 | 4615.59 | 136.51 | 11790.00 | 7.2 | III | 28 | 2406.67 | 1200.02 | 291.58 | 4851.57 | 2346.12 | 195.39 | 4191.05 | 160.20 | 10720.00 | 7.2 | III | 29 | 2216.74 | 478.86 | 306.04 | 4067.13 | 1368.57 | 190.57 | 2455.91 | 156.27 | 8916.00 | 7.2 | II | 30 | 2164.32 | 459.00 | 195.19 | 3845.45 | 1034.35 | 205.03 | 1949.86 | 168.13 | 8022.00 | 6.6 | II | 31 | 2016.16 | 298.52 | 129.47 | 3746.78 | 158.05 | 287.04 | 1278.52 | 235.39 | 6604.00 | 7.3 | Uncertain | 32 | 2496.29 | 514.34 | 175.74 | 4650.03 | 1073.18 | 170.53 | 2008.16 | 139.86 | 9017.23 | 7.2 | Uncertain | 33 | 2394.41 | 406.56 | 153.68 | 4033.88 | 676.85 | 190.20 | 1648.10 | 156.00 | 7780.25 | 6.9 | Uncertain | 34 | 2501.58 | 540.64 | 246.78 | 4540.86 | 1084.15 | 185.74 | 2366.19 | 152.32 | 8835.00 | 6.9 | Uncertain | 35 | 2352.23 | 512.70 | 241.95 | 4365.36 | 1089.51 | 185.74 | 2276.52 | 152.32 | 8671.00 | 7.1 | Uncertain | 36 | 2384.07 | 583.20 | 280.52 | 4804.09 | 891.94 | 185.74 | 2611.39 | 152.32 | 9197.00 | 7.2 | Uncertain | 37 | 2272.06 | 531.80 | 210.98 | 4760.24 | 325.99 | 161.64 | 2196.71 | 132.56 | 8302.00 | 7.2 | Uncertain | 38 | 2405.52 | 429.00 | 210.98 | 4518.95 | 637.16 | 205.03 | 1940.00 | 168.13 | 8482.00 | 7.1 | Uncertain | 39 | 2692.93 | 617.95 | 202.42 | 4169.45 | 2114.39 | 229.13 | 2376.55 | 187.90 | 9501.00 | 7.5 | Uncertain | 40 | 2282.20 | 43.49 | 309.77 | 4167.90 | 263.42 | 262.94 | 1384.16 | 215.62 | 7279.00 | 7.0 | Uncertain |
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unit: mg/L, PH without unit.
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