248
Table 8.3 Statistics summary of minor constituents resulting from the descriptive analysis of
groundwater samples collected from the Strumica region (concentration given in μg/l)
Me
Me(BC) Md
Min
Max P 25
P 75
S
CV A(BC) B(BC)
Shallow groundwater (n = 138)
As 15
0.5
1
0.1
172
0.6
5.6
35
233 0.7
−0.5
Ba 26
4.5
26
1.3
128
14.5 31.3 19
72
0.06
1.2
Mn 480 3
21
0.3
3329 4.1
860 672 140 −0.3
−1.1
Ni
3.5
0.4
2.8
0.3
21.6 1.3
5.1
3
80
−0.5
−0.3
Cu 1.4
0.02
1.1
0.1
21.5 0.7
1.8
2
135 −0.6
1.4
Zn 38
2.4
12
2.3
1156 6.3
26.4 124 323 0.9
0.8
Mo 23
2.2
10.7 0.5
166
5.6
24
30
129 −0.2
0.3
Pb
1
−0.6
0.5
0.06
16.3 0.3
0.9
2
186 0.6
0.7
B
13
1.6
6.3
0.03
136
4.2
16.7 18
135 −2.5
7.6
Al
9
1.5
5
0.6
209
3.1
7.2
23
258 0.5
2.6
Ti
184 3.9
152
9.4
1036 69
278 153 83
−0.7
−0.4
V
0.8
−0.8
0.3
0.3
5.2
0.3
1
1
114 0.8
−0.9
Li
5.8
0.9
2.6
0.5
73
0.5
7.5
9
150 −0.03 −1.2
Be 0.4
−1.2
0.3
0.3
2.5
0.3
0.3
0.5
118 2.5
4.5
Cr
1
−0.6
0.6
0.06
6
0.3
1.2
1
112 0.02
−0.4
Co 0.4
−1.3
0.3
0.01
2.1
0.3
0.4
0.4
96
−1.5
9.2
Cd 0.06 −3.4
0.05 0.05
0.50 0.5
0.05 0.05 82
8
68
Deep groundwater (n = 53)
As 37.7 2.5
15.2 0.8
177
7.6
65.4 41.7 111 −0.7
−0.1
Ba 41.3 14.1
43
2.8
99
25
54.1 23.2 54
−0.06 −0.1
Mn 409 4.5
371
2.4
2369 2253 506 361 88
−2.8
10
Ni
2.9
0.7
2.3
0.5
10
1.2
3.6
2.2
77
−0.3
−0.6
Cu 1.2
−0.2
0.8
0.2
6.1
0.6
1.2
1.1
96
−0.1
−0.1
Zn 78
2.6
16
2.6
1371 7.3
49.2 227 290 0.6
0.3
Mo 10
1.6
5.4
1
74
2.9
10.7 14
138 0.2
−0.5
Pb
0.6
−0.9
0.4
0.1
5.1
0.3
0.8
0.7
119 0.2
0.4
B
11.7 1.3
7.6
<0.05 90
2.2
15
15
127 −1.6
3
Al
7.4
1.4
5.9
0.4
66
1.9
7.9
9.7
131 −0.4
−0.3
Ti
133 3.9
130
16.9
432
80.3 153 71
54
−0.9
2.8
V
0.6
−1.2
0.3
<0.5
7.6
0.3
0.25 1.4
239 3.4
11.7
Li
6.8
0.8
2.2
<0.5
86
0.5
6.
13.2 193 0.2
−0.9
Be 0.4
−1.3
0.3
<0.5
1.3
0.3
0.3
0.3
89
2.4
3.9
Cr
0.4
−1.2
0.3
0.1
2.5
0.3
0.3
0.4
97
0.8
1.1
Co 0.3
−1.5
0.3
0.02
1.6
0.3
0.3
0.2
80
−1.4
9.2
Cd 0.1
−3.3
<0.1 <0.1
1.8
0.05 0.05 0.3
294 7.3
53
Me mean of not transformed values, Me(BC) mean of the Box-Cox transformed values, Md
median, Min minimum, Max maximum, P25 25th percentile, P75 75th percentile, S standard deviation, CV coefficient of variance, A skewness, B kurtosis, d depth of the borehole, ECw conductivity
B. Kovacevik et al.
Table 8.3 Statistics summary of minor constituents resulting from the descriptive analysis of
groundwater samples collected from the Strumica region (concentration given in μg/l)
Me
Me(BC) Md
Min
Max P 25
P 75
S
CV A(BC) B(BC)
Shallow groundwater (n = 138)
As 15
0.5
1
0.1
172
0.6
5.6
35
233 0.7
−0.5
Ba 26
4.5
26
1.3
128
14.5 31.3 19
72
0.06
1.2
Mn 480 3
21
0.3
3329 4.1
860 672 140 −0.3
−1.1
Ni
3.5
0.4
2.8
0.3
21.6 1.3
5.1
3
80
−0.5
−0.3
Cu 1.4
0.02
1.1
0.1
21.5 0.7
1.8
2
135 −0.6
1.4
Zn 38
2.4
12
2.3
1156 6.3
26.4 124 323 0.9
0.8
Mo 23
2.2
10.7 0.5
166
5.6
24
30
129 −0.2
0.3
Pb
1
−0.6
0.5
0.06
16.3 0.3
0.9
2
186 0.6
0.7
B
13
1.6
6.3
0.03
136
4.2
16.7 18
135 −2.5
7.6
Al
9
1.5
5
0.6
209
3.1
7.2
23
258 0.5
2.6
Ti
184 3.9
152
9.4
1036 69
278 153 83
−0.7
−0.4
V
0.8
−0.8
0.3
0.3
5.2
0.3
1
1
114 0.8
−0.9
Li
5.8
0.9
2.6
0.5
73
0.5
7.5
9
150 −0.03 −1.2
Be 0.4
−1.2
0.3
0.3
2.5
0.3
0.3
0.5
118 2.5
4.5
Cr
1
−0.6
0.6
0.06
6
0.3
1.2
1
112 0.02
−0.4
Co 0.4
−1.3
0.3
0.01
2.1
0.3
0.4
0.4
96
−1.5
9.2
Cd 0.06 −3.4
0.05 0.05
0.50 0.5
0.05 0.05 82
8
68
Deep groundwater (n = 53)
As 37.7 2.5
15.2 0.8
177
7.6
65.4 41.7 111 −0.7
−0.1
Ba 41.3 14.1
43
2.8
99
25
54.1 23.2 54
−0.06 −0.1
Mn 409 4.5
371
2.4
2369 2253 506 361 88
−2.8
10
Ni
2.9
0.7
2.3
0.5
10
1.2
3.6
2.2
77
−0.3
−0.6
Cu 1.2
−0.2
0.8
0.2
6.1
0.6
1.2
1.1
96
−0.1
−0.1
Zn 78
2.6
16
2.6
1371 7.3
49.2 227 290 0.6
0.3
Mo 10
1.6
5.4
1
74
2.9
10.7 14
138 0.2
−0.5
Pb
0.6
−0.9
0.4
0.1
5.1
0.3
0.8
0.7
119 0.2
0.4
B
11.7 1.3
7.6
<0.05 90
2.2
15
15
127 −1.6
3
Al
7.4
1.4
5.9
0.4
66
1.9
7.9
9.7
131 −0.4
−0.3
Ti
133 3.9
130
16.9
432
80.3 153 71
54
−0.9
2.8
V
0.6
−1.2
0.3
<0.5
7.6
0.3
0.25 1.4
239 3.4
11.7
Li
6.8
0.8
2.2
<0.5
86
0.5
6.
13.2 193 0.2
−0.9
Be 0.4
−1.3
0.3
<0.5
1.3
0.3
0.3
0.3
89
2.4
3.9
Cr
0.4
−1.2
0.3
0.1
2.5
0.3
0.3
0.4
97
0.8
1.1
Co 0.3
−1.5
0.3
0.02
1.6
0.3
0.3
0.2
80
−1.4
9.2
Cd 0.1
−3.3
<0.1 <0.1
1.8
0.05 0.05 0.3
294 7.3
53
Me mean of not transformed values, Me(BC) mean of the Box-Cox transformed values, Md
median, Min minimum, Max maximum, P25 25th percentile, P75 75th percentile, S standard deviation, CV coefficient of variance, A skewness, B kurtosis, d depth of the borehole, ECw conductivity
B. Kovacevik et al.