|
|
|
Analysis of the data
will include descriptive statistics of both the Chemical Characteristics as
well as the Physical Characteristics of the dust samples.
Some characteristics that will be studied include
the varying concentrations of HM within different particle size ranges,
differences in size ranges between traffic intersections and thru fares, etc.
The research for the actual Thesis has not begun. In order to
demonstrate what type of work will be done, data was taken from a recent
journal article1 and used to demonstrate the statistical analysis
that will be carried out for the El Paso Area.
|
Table A1 |
|
Concentration, (mg/Kg) |
|
Sample ID |
Particle Size, (um) |
As |
Ba |
Bi |
Cr |
Cu |
Li |
Mn |
Mo |
Ni |
Pb |
Rb |
Sb |
Se |
V |
Zn |
|
GB |
500-250 |
11.0 |
232.0 |
1.5 |
14.0 |
27.0 |
7.9 |
440.0 |
4.4 |
14.0 |
26.0 |
17.0 |
1.5 |
1.2 |
23.0 |
373.0 |
|
250-125 |
8.1 |
171.0 |
0.5 |
15.0 |
40.0 |
7.5 |
309.0 |
1.9 |
22.0 |
19.0 |
19.0 |
1.3 |
1.4 |
28.0 |
229.0 |
|
125-63 |
12.0 |
527.0 |
0.5 |
58.0 |
46.0 |
9.4 |
407.0 |
4.6 |
46.0 |
33.0 |
25.0 |
2.0 |
1.8 |
47.0 |
343.0 |
|
63-40 |
12.0 |
490.0 |
0.6 |
91.0 |
78.0 |
13.0 |
558.0 |
5.4 |
75.0 |
63.0 |
32.0 |
3.7 |
1.2 |
62.0 |
576.0 |
|
40-20 |
14.0 |
502.0 |
0.5 |
88.0 |
84.0 |
16.0 |
619.0 |
7.2 |
78.0 |
67.0 |
40.0 |
3.6 |
1.3 |
80.0 |
802.0 |
|
<20 |
13.0 |
457.0 |
0.4 |
61.0 |
73.0 |
15.0 |
574.0 |
5.9 |
64.0 |
64.0 |
41.0 |
4.6 |
1.6 |
82.0 |
703.0 |
|
GO |
500-250 |
11.0 |
461.0 |
3.8 |
15.0 |
17.0 |
6.0 |
270.0 |
5.9 |
16.0 |
39.0 |
12.0 |
2.0 |
1.2 |
38.0 |
74.0 |
|
250-125 |
11.0 |
286.0 |
0.7 |
18.0 |
16.0 |
5.0 |
277.0 |
2.5 |
14.0 |
28.0 |
15.0 |
1.1 |
0.7 |
34.0 |
77.0 |
|
125-63 |
9.7 |
846.0 |
0.6 |
30.0 |
31.0 |
7.6 |
397.0 |
3.2 |
22.0 |
78.0 |
16.0 |
4.1 |
1.0 |
58.0 |
120.0 |
|
63-40 |
8.8 |
385.0 |
0.5 |
27.0 |
42.0 |
7.4 |
378.0 |
2.3 |
25.0 |
67.0 |
7.0 |
2.9 |
0.7 |
42.0 |
187.0 |
|
40-20 |
8.8 |
463.0 |
0.6 |
19.0 |
47.0 |
10.0 |
400.0 |
3.5 |
30.0 |
71.0 |
19.0 |
3.4 |
0.8 |
65.0 |
233.0 |
|
<20 |
8.2 |
372.0 |
0.5 |
14.0 |
47.0 |
11.0 |
443.0 |
3.3 |
31.0 |
69.0 |
25.0 |
4.4 |
0.8 |
66.0 |
198.0 |
|
GCO |
500-250 |
4.0 |
162.0 |
0.1 |
15.0 |
19.0 |
5.3 |
292.0 |
1.8 |
15.0 |
7.0 |
11.0 |
0.4 |
0.7 |
37.0 |
166.0 |
|
250-125 |
7.7 |
192.0 |
0.1 |
65.0 |
12.0 |
4.6 |
324.0 |
1.4 |
17.0 |
24.0 |
12.0 |
0.7 |
0.7 |
40.0 |
75.0 |
|
125-63 |
9.1 |
431.0 |
5.1 |
24.0 |
41.0 |
6.1 |
395.0 |
3.3 |
33.0 |
38.0 |
14.0 |
2.0 |
0.4 |
64.0 |
186.0 |
|
63-40 |
9.5 |
470.0 |
0.1 |
37.0 |
58.0 |
7.3 |
410.0 |
3.9 |
42.0 |
71.0 |
16.0 |
4.8 |
1.4 |
77.0 |
257.0 |
|
40-20 |
7.7 |
494.0 |
0.0 |
53.0 |
66.0 |
9.0 |
431.0 |
5.1 |
49.0 |
58.0 |
22.0 |
6.7 |
0.4 |
90.0 |
301.0 |
|
<20 |
7.8 |
429.0 |
0.5 |
17.0 |
67.0 |
10.0 |
466.0 |
5.2 |
48.0 |
55.0 |
24.0 |
11.1 |
0.0 |
90.0 |
354.0 |
|
GCE |
500-250 |
5.5 |
196.0 |
0.7 |
43.0 |
19.0 |
6.7 |
434.0 |
2.0 |
19.0 |
7.0 |
17.0 |
0.6 |
0.7 |
98.0 |
42.0 |
|
250-125 |
8.6 |
151.0 |
1.0 |
25.0 |
13.0 |
5.2 |
354.0 |
1.5 |
16.0 |
7.0 |
14.0 |
0.7 |
0.7 |
57.0 |
45.0 |
|
125-63 |
8.5 |
925.0 |
0.5 |
46.0 |
37.0 |
7.3 |
603.0 |
2.6 |
33.0 |
26.0 |
14.0 |
1.6 |
0.5 |
110.0 |
173.0 |
|
63-40 |
9.8 |
1071.0 |
0.3 |
47.0 |
48.0 |
9.8 |
553.0 |
2.6 |
36.0 |
40.0 |
11.0 |
2.0 |
0.8 |
109.0 |
225.0 |
|
40-20 |
13.0 |
864.0 |
0.3 |
49.0 |
50.0 |
13.0 |
643.0 |
3.3 |
39.0 |
32.0 |
27.0 |
2.3 |
1.2 |
117.0 |
200.0 |
|
<20 |
7.5 |
511.0 |
0.4 |
19.0 |
39.0 |
13.0 |
634.0 |
3.6 |
41.0 |
30.0 |
26.0 |
2.6 |
0.2 |
109.0 |
156.0 |
|
GCN |
500-250 |
8.9 |
280.0 |
0.5 |
29.0 |
15.0 |
7.3 |
289.0 |
1.9 |
29.0 |
19.0 |
7.0 |
1.2 |
0.7 |
75.0 |
72.0 |
|
250-125 |
14.0 |
331.0 |
0.2 |
37.0 |
19.0 |
7.6 |
326.0 |
2.5 |
26.0 |
19.0 |
13.0 |
1.2 |
0.8 |
82.0 |
145.0 |
|
125-63 |
13.0 |
569.0 |
0.1 |
47.0 |
63.0 |
9.0 |
344.0 |
4.6 |
70.0 |
37.0 |
17.0 |
3.9 |
0.7 |
139.0 |
241.0 |
|
63-40 |
16.0 |
1027.0 |
0.5 |
51.0 |
66.0 |
13.0 |
470.0 |
6.7 |
68.0 |
61.0 |
26.0 |
6.8 |
1.9 |
157.0 |
253.0 |
|
40-20 |
17.0 |
1022.0 |
0.3 |
75.0 |
57.0 |
22.0 |
474.0 |
6.4 |
61.0 |
50.0 |
28.0 |
6.9 |
0.8 |
175.0 |
254.0 |
|
<20 |
15.0 |
859.0 |
0.1 |
29.0 |
74.0 |
24.0 |
618.0 |
7.3 |
73.0 |
60.0 |
35.0 |
9.5 |
0.9 |
186.0 |
323.0 |
|
GH |
500-250 |
8.7 |
225.0 |
1.4 |
38.0 |
33.0 |
13.0 |
494.0 |
2.8 |
35.0 |
19.0 |
26.0 |
2.3 |
0.9 |
66.0 |
283.0 |
|
250-125 |
11.0 |
365.0 |
0.4 |
40.0 |
22.0 |
11.0 |
422.0 |
1.6 |
29.0 |
16.0 |
13.0 |
1.5 |
1.0 |
50.0 |
104.0 |
|
125-63 |
8.8 |
461.0 |
3.6 |
79.0 |
109.0 |
16.0 |
527.0 |
3.7 |
47.0 |
60.0 |
33.0 |
3.5 |
1.0 |
96.0 |
185.0 |
|
63-40 |
9.3 |
485.0 |
0.5 |
66.0 |
71.0 |
18.0 |
478.0 |
2.9 |
45.0 |
64.0 |
35.0 |
6.2 |
1.5 |
100.0 |
209.0 |
|
40-20 |
8.5 |
349.0 |
0.6 |
52.0 |
78.0 |
13.0 |
446.0 |
3.7 |
39.0 |
64.0 |
37.0 |
5.1 |
0.9 |
95.0 |
226.0 |
|
<20 |
7.7 |
340.0 |
0.4 |
16.0 |
60.0 |
18.0 |
435.0 |
3.6 |
38.0 |
55.0 |
37.0 |
7.0 |
0.9 |
92.0 |
236.0 |
|
GT |
500-250 |
11.0 |
133.0 |
1.9 |
14.0 |
16.0 |
5.4 |
236.0 |
1.4 |
14.0 |
10.0 |
15.0 |
1.3 |
0.7 |
34.0 |
104.0 |
|
250-125 |
9.7 |
211.0 |
0.4 |
15.0 |
33.0 |
5.7 |
298.0 |
1.9 |
14.0 |
24.0 |
13.0 |
3.2 |
0.5 |
34.0 |
76.0 |
|
125-63 |
11.0 |
450.0 |
1.2 |
21.0 |
81.0 |
7.2 |
410.0 |
4.3 |
23.0 |
77.0 |
14.0 |
8.1 |
0.7 |
57.0 |
156.0 |
|
63-40 |
13.0 |
513.0 |
0.6 |
41.0 |
189.0 |
9.2 |
400.0 |
6.2 |
34.0 |
109.0 |
16.0 |
14.0 |
0.6 |
68.0 |
239.0 |
|
40-20 |
12.0 |
431.0 |
0.4 |
52.0 |
148.0 |
9.7 |
332.0 |
6.5 |
33.0 |
87.0 |
10.0 |
14.0 |
0.6 |
49.0 |
219.0 |
|
<20 |
8.2 |
347.0 |
0.3 |
11.0 |
107.0 |
9.6 |
352.0 |
8.1 |
29.0 |
83.0 |
17.0 |
19.0 |
0.8 |
53.0 |
282.0 |
|
GF |
500-250 |
26.0 |
940.0 |
1.4 |
41.0 |
355.0 |
6.9 |
423.0 |
3.9 |
23.0 |
54.0 |
16.0 |
5.0 |
1.3 |
39.0 |
360.0 |
|
250-125 |
24.0 |
650.0 |
1.0 |
88.0 |
296.0 |
14.0 |
290.0 |
17.0 |
39.0 |
265.0 |
32.0 |
51.0 |
1.6 |
55.0 |
499.0 |
|
125-63 |
17.0 |
1864.0 |
0.3 |
90.0 |
442.0 |
7.4 |
498.0 |
10.0 |
54.0 |
189.0 |
17.0 |
20.0 |
2.2 |
70.0 |
412.0 |
|
63-40 |
14.0 |
729.0 |
0.3 |
109.0 |
300.0 |
7.3 |
425.0 |
10.0 |
54.0 |
185.0 |
20.0 |
21.0 |
1.2 |
80.0 |
411.0 |
|
40-20 |
20.0 |
870.0 |
1.3 |
100.0 |
226.0 |
12.0 |
474.0 |
12.0 |
52.0 |
174.0 |
15.0 |
22.0 |
1.3 |
71.0 |
480.0 |
|
<20 |
15.0 |
678.0 |
0.3 |
56.0 |
152.0 |
12.0 |
393.0 |
13.0 |
39.0 |
124.0 |
13.0 |
30.0 |
1.8 |
73.0 |
413.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Table A1- Adapted From: |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1. Manno, Emanuela, Daniela Varrica, and Gaetano Dongarra. "Metal
distribution in road dust samples collected in an urban area close
to a petrochemical plant at Gela, Sicily."
Atmospheric Environment 40(2006):
5929–5941. |
|
Gb, GO- Perifeal Area |
|
GCO, GCE, GCN- Industrial Area |
|
GH, GT, GF- Urban Area |
The data was collected within different
Land Use Areas throughout the City of Gela, Sicily. The Land Use categories
can be seen within the table above. They are Peripheral Areas, Industrial
Areas, and Urban Areas. This Data was then reformatted for in order to
produce the descriptive statistics shown below. These same methods would be
used in the El Paso Study.
|
|
Street Dust Anayltical Data |
|
|
Concentration, (mg/Kg) |
|
|
As |
Ba |
Bi |
Cr |
Cu |
Li |
Mn |
Mo |
Ni |
Pb |
Rb |
Sb |
Se |
V |
Zn |
|
|
4.0 |
133.0 |
0.0 |
11.0 |
12.0 |
4.6 |
236.0 |
1.4 |
14.0 |
7.0 |
7.0 |
0.4 |
0.0 |
23.0 |
42.0 |
|
|
5.5 |
151.0 |
0.1 |
14.0 |
13.0 |
5.0 |
270.0 |
1.4 |
14.0 |
7.0 |
7.0 |
0.6 |
0.2 |
28.0 |
45.0 |
|
|
7.5 |
162.0 |
0.1 |
14.0 |
15.0 |
5.2 |
277.0 |
1.5 |
14.0 |
7.0 |
10.0 |
0.7 |
0.4 |
34.0 |
72.0 |
|
|
7.7 |
171.0 |
0.1 |
14.0 |
16.0 |
5.3 |
289.0 |
1.6 |
14.0 |
10.0 |
11.0 |
0.7 |
0.4 |
34.0 |
74.0 |
|
|
7.7 |
192.0 |
0.1 |
15.0 |
16.0 |
5.4 |
290.0 |
1.8 |
15.0 |
16.0 |
11.0 |
1.1 |
0.5 |
34.0 |
75.0 |
|
|
7.7 |
196.0 |
0.1 |
15.0 |
17.0 |
5.7 |
292.0 |
1.9 |
16.0 |
19.0 |
12.0 |
1.2 |
0.5 |
37.0 |
76.0 |
|
|
7.8 |
211.0 |
0.2 |
15.0 |
19.0 |
6.0 |
298.0 |
1.9 |
16.0 |
19.0 |
12.0 |
1.2 |
0.6 |
38.0 |
77.0 |
|
|
8.1 |
225.0 |
0.3 |
15.0 |
19.0 |
6.1 |
309.0 |
1.9 |
17.0 |
19.0 |
13.0 |
1.3 |
0.6 |
39.0 |
104.0 |
|
|
8.2 |
232.0 |
0.3 |
16.0 |
19.0 |
6.7 |
324.0 |
2.0 |
19.0 |
19.0 |
13.0 |
1.3 |
0.7 |
40.0 |
104.0 |
|
|
8.2 |
280.0 |
0.3 |
17.0 |
22.0 |
6.9 |
326.0 |
2.3 |
22.0 |
24.0 |
13.0 |
1.5 |
0.7 |
42.0 |
120.0 |
|
|
8.5 |
286.0 |
0.3 |
18.0 |
27.0 |
7.2 |
332.0 |
2.5 |
22.0 |
24.0 |
13.0 |
1.5 |
0.7 |
47.0 |
145.0 |
|
|
8.5 |
331.0 |
0.3 |
19.0 |
31.0 |
7.3 |
344.0 |
2.5 |
23.0 |
26.0 |
14.0 |
1.6 |
0.7 |
49.0 |
156.0 |
|
|
8.6 |
340.0 |
0.3 |
19.0 |
33.0 |
7.3 |
352.0 |
2.6 |
23.0 |
26.0 |
14.0 |
2.0 |
0.7 |
50.0 |
156.0 |
|
|
8.7 |
347.0 |
0.3 |
21.0 |
33.0 |
7.3 |
354.0 |
2.6 |
25.0 |
28.0 |
14.0 |
2.0 |
0.7 |
53.0 |
166.0 |
|
|
8.8 |
349.0 |
0.4 |
24.0 |
37.0 |
7.3 |
378.0 |
2.8 |
26.0 |
30.0 |
14.0 |
2.0 |
0.7 |
55.0 |
173.0 |
|
|
8.8 |
365.0 |
0.4 |
25.0 |
39.0 |
7.4 |
393.0 |
2.9 |
29.0 |
32.0 |
15.0 |
2.0 |
0.7 |
57.0 |
185.0 |
|
|
8.8 |
372.0 |
0.4 |
27.0 |
40.0 |
7.4 |
395.0 |
3.2 |
29.0 |
33.0 |
15.0 |
2.3 |
0.7 |
57.0 |
186.0 |
|
|
8.9 |
385.0 |
0.4 |
29.0 |
41.0 |
7.5 |
397.0 |
3.3 |
29.0 |
37.0 |
15.0 |
2.3 |
0.7 |
58.0 |
187.0 |
|
|
9.1 |
429.0 |
0.4 |
29.0 |
42.0 |
7.6 |
400.0 |
3.3 |
30.0 |
38.0 |
16.0 |
2.6 |
0.8 |
62.0 |
198.0 |
|
|
9.3 |
431.0 |
0.4 |
30.0 |
46.0 |
7.6 |
400.0 |
3.3 |
31.0 |
39.0 |
16.0 |
2.9 |
0.8 |
64.0 |
200.0 |
|
|
9.5 |
431.0 |
0.5 |
37.0 |
47.0 |
7.9 |
407.0 |
3.5 |
33.0 |
40.0 |
16.0 |
3.2 |
0.8 |
65.0 |
209.0 |
|
|
9.7 |
450.0 |
0.5 |
37.0 |
47.0 |
9.0 |
410.0 |
3.6 |
33.0 |
50.0 |
16.0 |
3.4 |
0.8 |
66.0 |
219.0 |
|
|
9.7 |
457.0 |
0.5 |
38.0 |
48.0 |
9.0 |
410.0 |
3.6 |
33.0 |
54.0 |
17.0 |
3.5 |
0.8 |
66.0 |
225.0 |
|
|
9.8 |
461.0 |
0.5 |
40.0 |
50.0 |
9.2 |
422.0 |
3.7 |
34.0 |
55.0 |
17.0 |
3.6 |
0.8 |
68.0 |
226.0 |
|
|
11.0 |
461.0 |
0.5 |
41.0 |
57.0 |
9.4 |
423.0 |
3.7 |
35.0 |
55.0 |
17.0 |
3.7 |
0.9 |
70.0 |
229.0 |
|
|
11.0 |
463.0 |
0.5 |
41.0 |
58.0 |
9.6 |
425.0 |
3.9 |
36.0 |
58.0 |
17.0 |
3.9 |
0.9 |
71.0 |
233.0 |
|
|
11.0 |
470.0 |
0.5 |
43.0 |
60.0 |
9.7 |
431.0 |
3.9 |
38.0 |
60.0 |
17.0 |
4.1 |
0.9 |
73.0 |
236.0 |
|
|
11.0 |
485.0 |
0.5 |
46.0 |
63.0 |
9.8 |
434.0 |
4.3 |
39.0 |
60.0 |
19.0 |
4.4 |
0.9 |
75.0 |
239.0 |
|
|
11.0 |
490.0 |
0.5 |
47.0 |
66.0 |
10.0 |
435.0 |
4.4 |
39.0 |
61.0 |
19.0 |
4.6 |
1.0 |
77.0 |
241.0 |
|
|
11.0 |
494.0 |
0.5 |
47.0 |
66.0 |
10.0 |
440.0 |
4.6 |
39.0 |
63.0 |
20.0 |
4.8 |
1.0 |
80.0 |
253.0 |
|
|
12.0 |
502.0 |
0.6 |
49.0 |
67.0 |
11.0 |
443.0 |
4.6 |
39.0 |
64.0 |
22.0 |
5.0 |
1.0 |
80.0 |
254.0 |
|
|
12.0 |
511.0 |
0.6 |
51.0 |
71.0 |
11.0 |
446.0 |
5.1 |
41.0 |
64.0 |
24.0 |
5.1 |
1.2 |
82.0 |
257.0 |
|
|
12.0 |
513.0 |
0.6 |
52.0 |
73.0 |
12.0 |
466.0 |
5.2 |
42.0 |
64.0 |
25.0 |
6.2 |
1.2 |
82.0 |
282.0 |
|
|
13.0 |
527.0 |
0.6 |
52.0 |
74.0 |
12.0 |
470.0 |
5.4 |
45.0 |
67.0 |
25.0 |
6.7 |
1.2 |
90.0 |
283.0 |
|
|
13.0 |
569.0 |
0.6 |
53.0 |
78.0 |
13.0 |
474.0 |
5.9 |
46.0 |
67.0 |
26.0 |
6.8 |
1.2 |
90.0 |
301.0 |
|
|
13.0 |
650.0 |
0.7 |
56.0 |
78.0 |
13.0 |
474.0 |
5.9 |
47.0 |
69.0 |
26.0 |
6.9 |
1.2 |
92.0 |
323.0 |
|
|
13.0 |
678.0 |
0.7 |
58.0 |
81.0 |
13.0 |
478.0 |
6.2 |
48.0 |
71.0 |
26.0 |
7.0 |
1.3 |
95.0 |
343.0 |
|
|
14.0 |
729.0 |
1.0 |
61.0 |
84.0 |
13.0 |
494.0 |
6.4 |
49.0 |
71.0 |
27.0 |
8.1 |
1.3 |
96.0 |
354.0 |
|
|
14.0 |
846.0 |
1.0 |
65.0 |
107.0 |
13.0 |
498.0 |
6.5 |
52.0 |
77.0 |
28.0 |
9.5 |
1.3 |
98.0 |
360.0 |
|
|
14.0 |
859.0 |
1.2 |
66.0 |
109.0 |
13.0 |
527.0 |
6.7 |
54.0 |
78.0 |
32.0 |
11.1 |
1.4 |
100.0 |
373.0 |
|
|
15.0 |
864.0 |
1.3 |
75.0 |
148.0 |
14.0 |
553.0 |
7.2 |
54.0 |
83.0 |
32.0 |
14.0 |
1.4 |
109.0 |
411.0 |
|
|
15.0 |
870.0 |
1.4 |
79.0 |
152.0 |
15.0 |
558.0 |
7.3 |
61.0 |
87.0 |
33.0 |
14.0 |
1.5 |
109.0 |
412.0 |
|
|
16.0 |
925.0 |
1.4 |
88.0 |
189.0 |
16.0 |
574.0 |
8.1 |
64.0 |
109.0 |
35.0 |
19.0 |
1.6 |
110.0 |
413.0 |
|
|
17.0 |
940.0 |
1.5 |
88.0 |
226.0 |
16.0 |
603.0 |
10.0 |
68.0 |
124.0 |
35.0 |
20.0 |
1.6 |
117.0 |
480.0 |
|
|
17.0 |
1022.0 |
1.9 |
90.0 |
296.0 |
18.0 |
618.0 |
10.0 |
70.0 |
174.0 |
37.0 |
21.0 |
1.8 |
139.0 |
499.0 |
|
|
20.0 |
1027.0 |
3.6 |
91.0 |
300.0 |
18.0 |
619.0 |
12.0 |
73.0 |
185.0 |
37.0 |
22.0 |
1.8 |
157.0 |
576.0 |
|
|
24.0 |
1071.0 |
3.8 |
100.0 |
355.0 |
22.0 |
634.0 |
13.0 |
75.0 |
189.0 |
40.0 |
30.0 |
1.9 |
175.0 |
703.0 |
|
|
26.0 |
1864.0 |
5.1 |
109.0 |
442.0 |
24.0 |
643.0 |
17.0 |
78.0 |
265.0 |
41.0 |
51.0 |
2.2 |
186.0 |
802.0 |
|
Mean |
11.4 |
525.4 |
0.8 |
43.5 |
83.9 |
10.2 |
426.4 |
4.8 |
37.4 |
60.9 |
20.4 |
7.0 |
1.0 |
75.4 |
255.8 |
|
Median |
10.4 |
461.0 |
0.5 |
40.5 |
53.5 |
9.3 |
422.5 |
3.7 |
34.5 |
55.0 |
17.0 |
3.7 |
0.9 |
69.0 |
227.5 |
|
Min. |
4.0 |
133.0 |
0.0 |
11.0 |
12.0 |
4.6 |
236.0 |
1.4 |
14.0 |
7.0 |
7.0 |
0.4 |
0.0 |
23.0 |
42.0 |
|
Max. |
26.0 |
1864.0 |
5.1 |
109.0 |
442.0 |
24.0 |
643.0 |
17.0 |
78.0 |
265.0 |
41.0 |
51.0 |
2.2 |
186.0 |
802.0 |
|
Std. Dev. |
4.273765 |
322.0523 |
0.984048 |
26.32691 |
93.51491 |
4.397612 |
103.6729 |
3.254184 |
17.74103 |
51.79043 |
9.064559 |
9.257566 |
0.452294 |
36.39367 |
161.6073 |
|
First Quartile |
8.575 |
337.75 |
0.3 |
19 |
32.5 |
7.3 |
350 |
2.575 |
23 |
26 |
14 |
1.9 |
0.7 |
49.75 |
156 |
|
Third Quartile |
13 |
657 |
0.7 |
56.5 |
78.75 |
13 |
475 |
5.975 |
47.25 |
69.5 |
26 |
6.925 |
1.225 |
92.75 |
328 |
|
Normal |
No |
No |
No |
No |
No |
No |
Yes |
No |
No |
No |
No |
No |
No |
No |
No |
|
Log Normal |
Yes |
Yes |
No |
Yes |
No |
Yes |
Yes |
Yes |
Yes |
Yes |
Yes |
Yes |
No |
Yes |
Yes |
The analysis of the complete data set,
disregarding size ranges, is shown above. This data was then compared to the
statistical analysis done for the data within individual size ranges. The
comparison shows that there are no significant differences between the
concentrations found within the entire sample population and the individual
size fractions. The statistical analysis for the individual size ranges are
presented below.
|
Particle Size, (um) |
As |
Ba |
Bi |
Cr |
Cu |
Li |
Mn |
Mo |
Ni |
Pb |
Rb |
Sb |
Se |
V |
Zn |
|
GB |
500-250 |
11.0 |
232.0 |
1.5 |
14.0 |
27.0 |
7.9 |
440.0 |
4.4 |
14.0 |
26.0 |
17.0 |
1.5 |
1.2 |
23.0 |
373.0 |
|
GO |
500-250 |
11.0 |
461.0 |
3.8 |
15.0 |
17.0 |
6.0 |
270.0 |
5.9 |
16.0 |
39.0 |
12.0 |
2.0 |
1.2 |
38.0 |
74.0 |
|
GCO |
500-250 |
4.0 |
162.0 |
0.1 |
15.0 |
19.0 |
5.3 |
292.0 |
1.8 |
15.0 |
7.0 |
11.0 |
0.4 |
0.7 |
37.0 |
166.0 |
|
GCE |
500-250 |
5.5 |
196.0 |
0.7 |
43.0 |
19.0 |
6.7 |
434.0 |
2.0 |
19.0 |
7.0 |
17.0 |
0.6 |
0.7 |
98.0 |
42.0 |
|
GCN |
500-250 |
8.9 |
280.0 |
0.5 |
29.0 |
15.0 |
7.3 |
289.0 |
1.9 |
29.0 |
19.0 |
7.0 |
1.2 |
0.7 |
75.0 |
72.0 |
|
GH |
500-250 |
8.7 |
225.0 |
1.4 |
38.0 |
33.0 |
13.0 |
494.0 |
2.8 |
35.0 |
19.0 |
26.0 |
2.3 |
0.9 |
66.0 |
283.0 |
|
GT |
500-250 |
11.0 |
133.0 |
1.9 |
14.0 |
16.0 |
5.4 |
236.0 |
1.4 |
14.0 |
10.0 |
15.0 |
1.3 |
0.7 |
34.0 |
104.0 |
|
GF |
500-250 |
26.0 |
940.0 |
1.4 |
41.0 |
355.0 |
6.9 |
423.0 |
3.9 |
23.0 |
54.0 |
16.0 |
5.0 |
1.3 |
39.0 |
360.0 |
|
|
Mean |
10.8 |
328.6 |
1.4 |
26.1 |
62.6 |
7.3 |
359.8 |
3.0 |
20.6 |
22.6 |
15.1 |
1.8 |
0.9 |
51.3 |
184.3 |
|
|
Mode |
11.0 |
#N/A |
1.4 |
14.0 |
19.0 |
#N/A |
#N/A |
#N/A |
14.0 |
7.0 |
17.0 |
#N/A |
0.7 |
#N/A |
#N/A |
|
|
Median |
10.0 |
228.5 |
1.4 |
22.0 |
19.0 |
6.8 |
357.5 |
2.4 |
17.5 |
19.0 |
15.5 |
1.4 |
0.8 |
38.5 |
135.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Std. Dev. |
6.7 |
266.6 |
1.1 |
13.1 |
118.3 |
2.5 |
97.8 |
1.6 |
7.8 |
16.6 |
5.6 |
1.4 |
0.3 |
25.6 |
135.2 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Particle Size, (um) |
As |
Ba |
Bi |
Cr |
Cu |
Li |
Mn |
Mo |
Ni |
Pb |
Rb |
Sb |
Se |
V |
Zn |
|
GB |
250-125 |
8.1 |
171.0 |
0.5 |
15.0 |
40.0 |
7.5 |
309.0 |
1.9 |
22.0 |
19.0 |
19.0 |
1.3 |
1.4 |
28.0 |
229.0 |
|
GO |
250-125 |
11.0 |
286.0 |
0.7 |
18.0 |
16.0 |
5.0 |
277.0 |
2.5 |
14.0 |
28.0 |
15.0 |
1.1 |
0.7 |
34.0 |
77.0 |
|
GCO |
250-125 |
7.7 |
192.0 |
0.1 |
65.0 |
12.0 |
4.6 |
324.0 |
1.4 |
17.0 |
24.0 |
12.0 |
0.7 |
0.7 |
40.0 |
75.0 |
|
GCE |
250-125 |
8.6 |
151.0 |
1.0 |
25.0 |
13.0 |
5.2 |
354.0 |
1.5 |
16.0 |
7.0 |
14.0 |
0.7 |
0.7 |
57.0 |
45.0 |
|
GCN |
250-125 |
14.0 |
331.0 |
0.2 |
37.0 |
19.0 |
7.6 |
326.0 |
2.5 |
26.0 |
19.0 |
13.0 |
1.2 |
0.8 |
82.0 |
145.0 |
|
GH |
250-125 |
11.0 |
365.0 |
0.4 |
40.0 |
22.0 |
11.0 |
422.0 |
1.6 |
29.0 |
16.0 |
13.0 |
1.5 |
1.0 |
50.0 |
104.0 |
|
GT |
250-125 |
9.7 |
211.0 |
0.4 |
15.0 |
33.0 |
5.7 |
298.0 |
1.9 |
14.0 |
24.0 |
13.0 |
3.2 |
0.5 |
34.0 |
76.0 |
|
GF |
250-125 |
24.0 |
650.0 |
1.0 |
88.0 |
296.0 |
14.0 |
290.0 |
17.0 |
39.0 |
265.0 |
32.0 |
51.0 |
1.6 |
55.0 |
499.0 |
|
|
Mean |
11.8 |
294.6 |
0.5 |
37.9 |
56.4 |
7.6 |
325.0 |
3.8 |
22.1 |
50.3 |
16.4 |
7.6 |
0.9 |
47.5 |
156.3 |
|
|
Mode |
11.0 |
#N/A |
1.0 |
15.0 |
#N/A |
#N/A |
#N/A |
1.9 |
14.0 |
19.0 |
13.0 |
0.7 |
0.7 |
34.0 |
#N/A |
|
|
Median |
10.4 |
248.5 |
0.5 |
31.0 |
20.5 |
6.6 |
316.5 |
1.9 |
19.5 |
21.5 |
13.5 |
1.3 |
0.8 |
45.0 |
90.5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Std. Dev. |
5.3 |
163.0 |
0.3 |
26.4 |
97.3 |
3.3 |
45.9 |
5.4 |
8.8 |
87.0 |
6.7 |
17.6 |
0.4 |
17.5 |
149.9 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Particle Size, (um) |
As |
Ba |
Bi |
Cr |
Cu |
Li |
Mn |
Mo |
Ni |
Pb |
Rb |
Sb |
Se |
V |
Zn |
|
GB |
125-63 |
12.0 |
527.0 |
0.5 |
58.0 |
46.0 |
9.4 |
407.0 |
4.6 |
46.0 |
33.0 |
25.0 |
2.0 |
1.8 |
47.0 |
343.0 |
|
GO |
125-63 |
9.7 |
846.0 |
0.6 |
30.0 |
31.0 |
7.6 |
397.0 |
3.2 |
22.0 |
78.0 |
16.0 |
4.1 |
1.0 |
58.0 |
120.0 |
|
GCO |
125-63 |
9.1 |
431.0 |
5.1 |
24.0 |
41.0 |
6.1 |
395.0 |
3.3 |
33.0 |
38.0 |
14.0 |
2.0 |
0.4 |
64.0 |
186.0 |
|
GCE |
125-63 |
8.5 |
925.0 |
0.5 |
46.0 |
37.0 |
7.3 |
603.0 |
2.6 |
33.0 |
26.0 |
14.0 |
1.6 |
0.5 |
110.0 |
173.0 |
|
GCN |
125-63 |
13.0 |
569.0 |
0.1 |
47.0 |
63.0 |
9.0 |
344.0 |
4.6 |
70.0 |
37.0 |
17.0 |
3.9 |
0.7 |
139.0 |
241.0 |
|
GH |
125-63 |
8.8 |
461.0 |
3.6 |
79.0 |
109.0 |
16.0 |
527.0 |
3.7 |
47.0 |
60.0 |
33.0 |
3.5 |
1.0 |
96.0 |
185.0 |
|
GT |
125-63 |
11.0 |
450.0 |
1.2 |
21.0 |
81.0 |
7.2 |
410.0 |
4.3 |
23.0 |
77.0 |
14.0 |
8.1 |
0.7 |
57.0 |
156.0 |
|
GF |
125-63 |
17.0 |
1864.0 |
0.3 |
90.0 |
442.0 |
7.4 |
498.0 |
10.0 |
54.0 |
189.0 |
17.0 |
20.0 |
2.2 |
70.0 |
412.0 |
|
|
Mean |
11.1 |
759.1 |
1.5 |
49.4 |
106.3 |
8.8 |
447.6 |
4.5 |
41.0 |
67.3 |
18.8 |
5.7 |
1.0 |
80.1 |
227.0 |
|
|
Mode |
#N/A |
#N/A |
0.5 |
#N/A |
#N/A |
#N/A |
#N/A |
4.6 |
33.0 |
#N/A |
14.0 |
2.0 |
1.0 |
#N/A |
#N/A |
|
|
Median |
10.4 |
548.0 |
0.6 |
46.5 |
54.5 |
7.5 |
408.5 |
4.0 |
39.5 |
49.0 |
16.5 |
3.7 |
0.9 |
67.0 |
185.5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Std. Dev. |
2.9 |
483.7 |
1.8 |
25.2 |
138.1 |
3.1 |
86.3 |
2.3 |
16.4 |
53.1 |
6.8 |
6.2 |
0.6 |
31.8 |
100.5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Particle Size, (um) |
As |
Ba |
Bi |
Cr |
Cu |
Li |
Mn |
Mo |
Ni |
Pb |
Rb |
Sb |
Se |
V |
Zn |
|
GB |
63-40 |
12.0 |
490.0 |
0.6 |
91.0 |
78.0 |
13.0 |
558.0 |
5.4 |
75.0 |
63.0 |
32.0 |
3.7 |
1.2 |
62.0 |
576.0 |
|
GO |
63-40 |
8.8 |
385.0 |
0.5 |
27.0 |
42.0 |
7.4 |
378.0 |
2.3 |
25.0 |
67.0 |
7.0 |
2.9 |
0.7 |
42.0 |
187.0 |
|
GCO |
63-40 |
9.5 |
470.0 |
0.1 |
37.0 |
58.0 |
7.3 |
410.0 |
3.9 |
42.0 |
71.0 |
16.0 |
4.8 |
1.4 |
77.0 |
257.0 |
|
GCE |
63-40 |
9.8 |
1071.0 |
0.3 |
47.0 |
48.0 |
9.8 |
553.0 |
2.6 |
36.0 |
40.0 |
11.0 |
2.0 |
0.8 |
109.0 |
225.0 |
|
GCN |
63-40 |
16.0 |
1027.0 |
0.5 |
51.0 |
66.0 |
13.0 |
470.0 |
6.7 |
68.0 |
61.0 |
26.0 |
6.8 |
1.9 |
157.0 |
253.0 |
|
GH |
63-40 |
9.3 |
485.0 |
0.5 |
66.0 |
71.0 |
18.0 |
478.0 |
2.9 |
45.0 |
64.0 |
35.0 |
6.2 |
1.5 |
100.0 |
209.0 |
|
GT |
63-40 |
13.0 |
513.0 |
0.6 |
41.0 |
189.0 |
9.2 |
400.0 |
6.2 |
34.0 |
109.0 |
16.0 |
14.0 |
0.6 |
68.0 |
239.0 |
|
GF |
63-40 |
14.0 |
729.0 |
0.3 |
109.0 |
300.0 |
7.3 |
425.0 |
10.0 |
54.0 |
185.0 |
20.0 |
21.0 |
1.2 |
80.0 |
411.0 |
|
|
Mean |
11.6 |
646.3 |
0.4 |
58.6 |
106.5 |
10.6 |
459.0 |
5.0 |
47.4 |
82.5 |
20.4 |
7.7 |
1.2 |
86.9 |
294.6 |
|
|
Mode |
#N/A |
#N/A |
0.5 |
#N/A |
#N/A |
13.0 |
#N/A |
#N/A |
#N/A |
#N/A |
16.0 |
#N/A |
1.2 |
#N/A |
#N/A |
|
|
Median |
10.9 |
501.5 |
0.5 |
49.0 |
68.5 |
9.5 |
447.5 |
4.7 |
43.5 |
65.5 |
18.0 |
5.5 |
1.2 |
78.5 |
246.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Std. Dev. |
2.6 |
267.2 |
0.2 |
28.3 |
90.9 |
3.8 |
68.4 |
2.6 |
17.2 |
45.6 |
9.9 |
6.5 |
0.4 |
35.3 |
132.4 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Particle Size, (um) |
As |
Ba |
Bi |
Cr |
Cu |
Li |
Mn |
Mo |
Ni |
Pb |
Rb |
Sb |
Se |
V |
Zn |
|
GB |
40-20 |
14.0 |
502.0 |
0.5 |
88.0 |
84.0 |
16.0 |
619.0 |
7.2 |
78.0 |
67.0 |
40.0 |
3.6 |
1.3 |
80.0 |
802.0 |
|
GO |
40-20 |
8.8 |
463.0 |
0.6 |
19.0 |
47.0 |
10.0 |
400.0 |
3.5 |
30.0 |
71.0 |
19.0 |
3.4 |
0.8 |
65.0 |
233.0 |
|
GCO |
40-20 |
7.7 |
494.0 |
0.0 |
53.0 |
66.0 |
9.0 |
431.0 |
5.1 |
49.0 |
58.0 |
22.0 |
6.7 |
0.4 |
90.0 |
301.0 |
|
GCE |
40-20 |
13.0 |
864.0 |
0.3 |
49.0 |
50.0 |
13.0 |
643.0 |
3.3 |
39.0 |
32.0 |
27.0 |
2.3 |
1.2 |
117.0 |
200.0 |
|
GCN |
40-20 |
17.0 |
1022.0 |
0.3 |
75.0 |
57.0 |
22.0 |
474.0 |
6.4 |
61.0 |
50.0 |
28.0 |
6.9 |
0.8 |
175.0 |
254.0 |
|
GH |
40-20 |
8.5 |
349.0 |
0.6 |
52.0 |
78.0 |
13.0 |
446.0 |
3.7 |
39.0 |
64.0 |
37.0 |
5.1 |
0.9 |
95.0 |
226.0 |
|
GT |
40-20 |
12.0 |
431.0 |
0.4 |
52.0 |
148.0 |
9.7 |
332.0 |
6.5 |
33.0 |
87.0 |
10.0 |
14.0 |
0.6 |
49.0 |
219.0 |
|
GF |
40-20 |
20.0 |
870.0 |
1.3 |
100.0 |
226.0 |
12.0 |
474.0 |
12.0 |
52.0 |
174.0 |
15.0 |
22.0 |
1.3 |
71.0 |
480.0 |
|
|
Mean |
12.6 |
624.4 |
0.5 |
61.0 |
94.5 |
13.1 |
477.4 |
6.0 |
47.6 |
75.4 |
24.8 |
8.0 |
0.9 |
92.8 |
339.4 |
|
|
Mode |
#N/A |
#N/A |
0.6 |
52.0 |
#N/A |
13.0 |
474.0 |
#N/A |
39.0 |
#N/A |
#N/A |
#N/A |
1.3 |
#N/A |
#N/A |
|
|
Median |
12.5 |
498.0 |
0.5 |
52.5 |
72.0 |
12.5 |
460.0 |
5.8 |
44.0 |
65.5 |
24.5 |
5.9 |
0.9 |
85.0 |
243.5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Std. Dev. |
4.3 |
252.7 |
0.4 |
25.6 |
62.1 |
4.3 |
105.4 |
2.9 |
16.0 |
42.9 |
10.4 |
6.7 |
0.3 |
39.1 |
207.2 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Particle Size, (um) |
As |
Ba |
Bi |
Cr |
Cu |
Li |
Mn |
Mo |
Ni |
Pb |
Rb |
Sb |
Se |
V |
Zn |
|
GB |
<20 |
13.0 |
457.0 |
0.4 |
61.0 |
73.0 |
15.0 |
574.0 |
5.9 |
64.0 |
64.0 |
41.0 |
4.6 |
1.6 |
82.0 |
703.0 |
|
GO |
<20 |
8.2 |
372.0 |
0.5 |
14.0 |
47.0 |
11.0 |
443.0 |
3.3 |
31.0 |
69.0 |
25.0 |
4.4 |
0.8 |
66.0 |
198.0 |
|
GCO |
<20 |
7.8 |
429.0 |
0.5 |
17.0 |
67.0 |
10.0 |
466.0 |
5.2 |
48.0 |
55.0 |
24.0 |
11.1 |
0.0 |
90.0 |
354.0 |
|
GCE |
<20 |
7.5 |
511.0 |
0.4 |
19.0 |
39.0 |
13.0 |
634.0 |
3.6 |
41.0 |
30.0 |
26.0 |
2.6 |
0.2 |
109.0 |
156.0 |
|
GCN |
<20 |
15.0 |
859.0 |
0.1 |
29.0 |
74.0 |
24.0 |
618.0 |
7.3 |
73.0 |
60.0 |
35.0 |
9.5 |
0.9 |
186.0 |
323.0 |
|
GH |
<20 |
7.7 |
340.0 |
0.4 |
16.0 |
60.0 |
18.0 |
435.0 |
3.6 |
38.0 |
55.0 |
37.0 |
7.0 |
0.9 |
92.0 |
236.0 |
|
GT |
<20 |
8.2 |
347.0 |
0.3 |
11.0 |
107.0 |
9.6 |
352.0 |
8.1 |
29.0 |
83.0 |
17.0 |
19.0 |
0.8 |
53.0 |
282.0 |
|
GF |
<20 |
15.0 |
678.0 |
0.3 |
56.0 |
152.0 |
12.0 |
393.0 |
13.0 |
39.0 |
124.0 |
13.0 |
30.0 |
1.8 |
73.0 |
413.0 |
|
|
Mean |
10.3 |
499.1 |
0.4 |
27.9 |
77.4 |
14.1 |
489.4 |
6.3 |
45.4 |
67.5 |
27.3 |
11.0 |
0.9 |
93.9 |
333.1 |
|
|
Mode |
8.2 |
#N/A |
0.4 |
#N/A |
#N/A |
#N/A |
#N/A |
3.6 |
#N/A |
55.0 |
#N/A |
#N/A |
0.8 |
#N/A |
#N/A |
|
|
Median |
8.2 |
443.0 |
0.4 |
18.0 |
70.0 |
12.5 |
454.5 |
5.6 |
40.0 |
62.0 |
25.5 |
8.3 |
0.9 |
86.0 |
302.5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Std. Dev. |
3.4 |
182.4 |
0.1 |
19.7 |
36.4 |
4.9 |
105.9 |
3.3 |
15.6 |
27.3 |
9.8 |
9.2 |
0.6 |
41.0 |
171.3 |
|
