Quantifying Decay Due to Wet Atmospheric Deposition on Basalt
Abstract
:1. Introduction
2. Materials and Methods
2.1. Analysis of Wet Atmospheric Deposition
2.2. Water Absorption Properties
2.3. Accelerated Weathering
2.4. Ion Chromatography (IC)
2.5. Statistical Analysis
3. Results and Discussion
3.1. Analysis of Wet Atmospheric Deposition
3.2. Water Absorption Properties
3.3. Mass Difference
3.4. Ion Chromatography Used in Analysis of Accelerated Weathering Test Samples
4. Conclusions
- An accelerated weathering test showed that tezontle, a red basalt commonly used as building material in central Mexico, suffers from decay due to wet atmospheric deposition. The methodology employed is suitable for monitoring decay, although changing specimen dimensions can be changed to diminish the effect of porosity heterogeneity. There was a significant mass loss, caused probably by the washing of non-soluble compounds (most likely clay minerals), dissolution of several compounds (especially Ca-bearing minerals that need to be researched deeper in the future), salt crystallization and cation exchange.
- Water Absorption Capacity and Open Porosity were tested, and although mass difference showed better results, these can be cautiously employed as two in situ variables for monitoring decay when no other test is available.
- Basalt decay was modeled for a period of ten years, and a first approach to decay equations was presented as fifth-degree functions. The main source of decay in the rain is the acidic events, in which mass loss is higher than non-acidic events. However, precipitation produces mass loss regardless of rain pH and volume is indeed the critical variable in wet atmospheric deposition.
- Decay of basalt is not linear, and when modeling it, the use of measurable variables, such as rain volume, instead of arbitrary units (such as years) can help to better forecast decay rates of the building material.
- Volcanic-stone-based heritage is present worldwide, but knowledge on their decay mechanisms and the variables controlling them needs to be enhanced further. Statistical analysis of stone properties is important to model the decay of basalt; however, different methodologies with different time spares, local chemical compositions and precipitation volume should be researched for better forecast.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Date | Rain Volume (mm) | pH | [H+] | [Na+] | [NH₄+] | [K+] | [Mg2+] | [Ca2+] | [Cl−] | [NO3−] | [SO42−] | [HCO3−] |
---|---|---|---|---|---|---|---|---|---|---|---|---|
7 May 2014 | 27.9 | 6.8 | 0.2 | 10.7 | 199.8 | 7.4 | 6.7 | 133.7 | 14.5 | 92.5 | 163.2 | 54.2 |
13 May 2014 | 15.2 | 6.1 | 0.8 | 9.5 | 126.4 | 3.7 | 1.6 | 65.2 | 22.3 | 77.9 | 93.9 | 8.0 |
20 May 2014 | 15.2 | 6.4 | 0.4 | 7.0 | 106.4 | 2.2 | 5.8 | 41.8 | 8.5 | 44.3 | 94.5 | 22.7 |
27 May 2014 | 22.1 | 6.5 | 0.3 | 8.7 | 115.1 | 4.6 | 1.6 | 78.1 | 13.0 | 55.2 | 94.9 | 47.2 |
3 June 2014 | 27.7 | 6.6 | 0.2 | 18.1 | 141.6 | 5.9 | 13.2 | 52.6 | 54.7 | 77.6 | 87.1 | 31.7 |
10 June 2014 | 30.3 | 6.6 | 0.2 | 5.1 | 65.5 | 1.7 | 1.6 | 21.3 | 10.2 | 16.9 | 31.1 | 31.2 |
17 June 2014 | 50.1 | 7.0 | 0.1 | 7.9 | 100.4 | 2.6 | 1.6 | 71.9 | 5.7 | 35.6 | 61.3 | 63.0 |
1 July 2014 | 140.7 | 5.8 | 1.8 | 0.9 | 113.8 | 0.9 | 1.6 | 35.1 | 13.3 | 51.6 | 75.1 | 5.2 |
1 July 2014 | 76.6 | 5.8 | 1.5 | 5.7 | 67.6 | 0.9 | 1.6 | 14.0 | 4.5 | 30.7 | 45.0 | 5.1 |
8 July 2014 | 100.3 | 6.2 | 0.7 | 4.0 | 88.4 | 0.9 | 1.6 | 24.0 | 6.8 | 24.8 | 47.6 | 35.5 |
15 July 2014 | 29.4 | 6.7 | 0.2 | 3.5 | 88.8 | 0.9 | 1.6 | 28.2 | 5.0 | 30.4 | 34.0 | 39.9 |
22 July 2014 | 73.2 | 5.0 | 9.3 | 2.1 | 88.3 | 0.9 | 1.6 | 26.2 | 7.7 | 51.2 | 55.6 | |
29 July 2014 | 30.6 | 6.0 | 1.0 | 4.7 | 127.1 | 2.6 | 1.6 | 66.8 | 24.3 | 75.0 | 87.6 | 9.1 |
12 August 2014 | 72.9 | 5.2 | 7.1 | 0.9 | 79.5 | 0.9 | 1.6 | 17.3 | 11.4 | 43.8 | 61.2 | |
19 August 2014 | 59.4 | 5.5 | 3.5 | 15.1 | 73.4 | 2.6 | 1.6 | 38.9 | 14.2 | 36.2 | 70.0 | |
2 September 2014 | 77.8 | 6.2 | 0.7 | 3.4 | 90.9 | 1.8 | 1.6 | 23.0 | 5.6 | 30.6 | 37.7 | 41.0 |
9 September 2014 | 39.5 | 6.9 | 0.1 | 12.4 | 137.9 | 4.9 | 1.6 | 74.6 | 9.7 | 78.3 | 79.7 | 66.2 |
9 September 2014 | 48.6 | 6.0 | 1.1 | 3.3 | 55.8 | 1.8 | 1.6 | 21.1 | 4.2 | 24.4 | 45.0 | 5.5 |
17 September 2014 | 22.8 | 6.4 | 0.4 | 9.2 | 113.1 | 2.9 | 1.6 | 58.7 | 10.4 | 51.0 | 44.1 | 68.2 |
23 September 2014 | 20.2 | 7.0 | 0.1 | 10.6 | 91.1 | 4.3 | 1.6 | 72.5 | 8.1 | 46.2 | 48.3 | 63.0 |
30 September 2014 | 26.5 | 7.0 | 0.1 | 2.6 | 85.9 | 3.8 | 11.9 | 90.8 | 5.9 | 23.7 | 31.0 | 62.6 |
7 October 2014 | 139.8 | 4.9 | 14.1 | 1.6 | 45.3 | 0.9 | 1.6 | 10.1 | 11.4 | 18.3 | 49.8 | |
14 October 2014 | 59.1 | 4.8 | 14.5 | 8.0 | 121.1 | 0.9 | 11.7 | 61.9 | 31.5 | 74.2 | 118.7 | |
21 October 2014 | 54.1 | 6.7 | 0.2 | 2.6 | 38.8 | 0.9 | 1.6 | 31.2 | 1.1 | 10.8 | 21.9 | 46.1 |
15 July 2014 | 29.4 | 6.7 | 0.2 | 3.5 | 88.8 | 28.2 | 5.0 | 30.4 | 34.0 | 39.9 | ||
22 July 2014 | 73.2 | 5.0 | 9.3 | 2.1 | 88.3 | 26.2 | 7.7 | 51.2 | 55.6 | |||
29 July 2014 | 30.6 | 6.0 | 1.0 | 4.7 | 127.1 | 2.6 | 66.8 | 24.3 | 75.0 | 87.6 | 9.1 | |
12 August 2014 | 72.9 | 5.2 | 7.1 | 79.5 | 17.3 | 11.4 | 43.8 | 61.2 | ||||
19 August 2014 | 59.4 | 5.5 | 3.5 | 15.1 | 73.4 | 2.6 | 38.9 | 14.2 | 36.2 | 70.0 | ||
2 September 2014 | 77.8 | 6.2 | 0.7 | 3.4 | 90.9 | 1.8 | 23.0 | 5.6 | 30.6 | 37.7 | 41.0 | |
9 September 2014 | 39.5 | 6.9 | 0.1 | 12.4 | 137.9 | 4.9 | 74.6 | 9.7 | 78.3 | 79.7 | 66.2 | |
17 September 2014 | 22.8 | 6.4 | 0.4 | 9.2 | 113.1 | 2.9 | 58.7 | 10.4 | 51.0 | 44.1 | 68.2 | |
23 September 2014 | 20.2 | 7.0 | 0.1 | 10.6 | 91.1 | 4.3 | 72.5 | 8.1 | 46.2 | 48.3 | 63.0 | |
30 September 2014 | 26.5 | 7.0 | 0.1 | 2.6 | 85.9 | 3.8 | 11.9 | 90.8 | 5.9 | 23.7 | 31.0 | 62.6 |
7 October 2014 | 139.8 | 4.9 | 14.1 | 1.6 | 45.3 | 10.1 | 11.4 | 18.3 | 49.8 | |||
14 October 2014 | 59.1 | 4.8 | 14.5 | 8.0 | 121.1 | 11.7 | 61.9 | 31.5 | 74.2 | 118.7 | ||
21 October 2014 | 54.1 | 6.7 | 0.2 | 2.6 | 38.8 | 31.2 | 10.8 | 21.9 | 46.1 | |||
12 May 2015 | 35.0 | 6.8 | 0.2 | 6.7 | 110.4 | 2.3 | 9.7 | 48.7 | 9.6 | 38.5 | 70.2 | 42.1 |
19 May 2015 | 40.6 | 5.9 | 1.3 | 8.0 | 154.7 | 4.1 | 5.8 | 74.1 | 19.0 | 67.7 | 148.9 | 10.1 |
26 May 2015 | 48.9 | 6.9 | 0.1 | 7.7 | 160.2 | 3.3 | 7.8 | 103.1 | 8.0 | 77.2 | 126.4 | 58.2 |
2 June 2015 | 37.5 | 4.3 | 45.7 | 3.7 | 121.6 | 1.4 | 2.5 | 35.3 | 36.7 | 56.9 | 103.0 | |
9 June 2015 | 27.5 | 6.6 | 0.3 | 7.4 | 231.2 | 4.0 | 10.7 | 180.3 | 9.9 | 120.8 | 230.2 | 32.5 |
16 June 2015 | 8.2 | 6.7 | 0.2 | 13.3 | 182.0 | 7.6 | 19.7 | 144.9 | 12.8 | 121.8 | 183.3 | 55.8 |
23 June 2015 | 29.0 | 6.7 | 0.2 | 9.0 | 124.0 | 2.4 | 8.3 | 66.7 | 9.1 | 70.8 | 83.4 | 30.4 |
30 June 2015 | 75.4 | 4.6 | 24.0 | 0.9 | 95.1 | 1.6 | 2.5 | 26.0 | 8.0 | 56.3 | 70.5 | |
7 July 2015 | 18.9 | 5.1 | 7.4 | 6.3 | 198.0 | 0.6 | 9.1 | 67.9 | 19.6 | 108.1 | 138.1 | |
21 July 2015 | 20.8 | 6.6 | 0.2 | 0.9 | 91.7 | 0.6 | 2.5 | 34.9 | 5.1 | 40.6 | 42.0 | 40.5 |
28 July 2015 | 40.0 | 4.5 | 30.2 | 9.6 | 155.7 | 3.5 | 8.3 | 74.4 | 35.9 | 67.8 | 169.2 | |
4 August 2015 | 22.7 | 7.2 | 0.1 | 24.7 | 131.3 | 6.8 | 10.9 | 91.7 | 16.1 | 60.6 | 72.7 | 107.4 |
11 August 2015 | 8.1 | 6.4 | 0.4 | 17.8 | 112.1 | 4.8 | 17.4 | 88.8 | 37.7 | 58.1 | 98.7 | 30.0 |
18 August 2015 | 32.6 | 6.5 | 0.3 | 2.4 | 110.4 | 2.3 | 6.4 | 54.9 | 12.7 | 48.5 | 80.8 | 17.9 |
25 August 2015 | 19.4 | 4.4 | 40.7 | 15.0 | 96.1 | 1.4 | 2.5 | 15.4 | 15.9 | 67.0 | 91.9 | |
1 September 2015 | 14.1 | 6.9 | 0.1 | 0.9 | 82.8 | 0.6 | 2.5 | 49.3 | 4.0 | 27.4 | 38.9 | 61.5 |
8 September 2015 | 112.2 | 6.0 | 1.0 | 0.9 | 127.9 | 17.0 | 2.5 | 35.2 | 9.4 | 44.1 | 83.6 | 43.5 |
15 September 2015 | 11.3 | 4.5 | 30.2 | 13.1 | 199.5 | 4.0 | 13.3 | 53.3 | 21.7 | 87.3 | 187.8 | |
22 September 2015 | 50.8 | 5.9 | 1.2 | 3.0 | 146.9 | 1.8 | 2.5 | 41.4 | 10.2 | 88.1 | 64.3 | 17.8 |
29 September 2015 | 39.8 | 6.7 | 0.2 | 2.8 | 102.6 | 1.5 | 2.5 | 20.0 | 2.3 | 43.1 | 45.8 | 39.5 |
28 October 2015 | 10.2 | 6.6 | 0.2 | 2.3 | 84.8 | 3.6 | 11.5 | 47.9 | 1.1 | 61.1 | 54.8 | 14.9 |
4 November 2015 | 7.4 | 6.3 | 0.5 | 8.1 | 104.3 | 3.1 | 6.7 | 48.1 | 6.6 | 67.1 | 76.6 | 8.4 |
14 July 2016 | 15.3 | 5.7 | 1.8 | 22.9 | 93.9 | 2.5 | 2.5 | 79.8 | 25.4 | 61.6 | 100.0 | 8.7 |
11 May 2016 | 7.1 | 6.8 | 0.2 | 28.8 | 287.2 | 21.4 | 23.5 | 262.0 | 29.1 | 179.7 | 285.5 | 120.7 |
17 May 2016 | 17.5 | 6.5 | 0.3 | 5.0 | 231.2 | 4.7 | 7.7 | 56.7 | 9.9 | 96.1 | 162.2 | 25.7 |
24 May 2016 | 5.8 | 6.9 | 0.1 | 16.0 | 284.9 | 14.5 | 20.6 | 249.0 | 22.6 | 237.6 | 256.3 | 112.8 |
31 May 2016 | 41.9 | 6.3 | 0.5 | 15.1 | 121.8 | 7.4 | 5.9 | 46.5 | 5.8 | 60.7 | 93.4 | 41.3 |
7 June 2016 | 38.9 | 4.9 | 11.5 | 5.7 | 147.8 | 3.5 | 6.3 | 55.6 | 5.1 | 67.9 | 148.9 | |
14 June 2016 | 37.1 | 4.8 | 15.8 | 11.7 | 150.0 | 3.7 | 13.7 | 75.1 | 18.1 | 115.3 | 148.9 | |
21 June 2016 | 13.0 | 5.7 | 1.9 | 2.1 | 54.1 | 23.8 | 4.0 | 20.2 | 53.2 | 5.4 | ||
28 June 2016 | 60.2 | 6.1 | 0.7 | 6.4 | 89.0 | 2.3 | 15.1 | 8.2 | 35.8 | 62.5 | 15.6 | |
5 July 2016 | 66.5 | 6.5 | 0.3 | 6.7 | 77.8 | 2.2 | 40.4 | 7.1 | 48.1 | 49.6 | 32.2 | |
12 July 2016 | 41.4 | 6.1 | 0.8 | 5.0 | 111.7 | 39.9 | 9.0 | 33.1 | 99.3 | 15.0 | ||
19 July 2016 | 51.8 | 6.6 | 0.3 | 4.0 | 95.6 | 1.9 | 46.7 | 6.5 | 29.5 | 70.8 | 35.8 | |
26 July 2016 | 67.1 | 6.7 | 0.2 | 4.8 | 66.6 | 33.9 | 7.9 | 22.6 | 28.7 | 52.2 | ||
2 August 2016 | 17.5 | 6.2 | 0.6 | 6.1 | 102.3 | 3.6 | 51.6 | 5.4 | 54.4 | 70.4 | 22.7 | |
10 August 2016 | 28.7 | 6.4 | 0.4 | 37.9 | 59.3 | 9.1 | 5.8 | 51.4 | 18.6 | 23.1 | 52.1 | 60.1 |
16 August 2016 | 9.4 | 6.7 | 0.2 | 17.1 | 105.6 | 5.1 | 11.8 | 160.8 | 11.8 | 97.4 | 134.6 | 60.4 |
23 August 2016 | 35.8 | 5.7 | 2.1 | 6.5 | 94.4 | 3.0 | 7.7 | 46.0 | 16.5 | 35.2 | 96.6 | 3.7 |
30 August 2016 | 73.4 | 6.5 | 0.4 | 6.6 | 96.3 | 2.4 | 5.3 | 52.1 | 9.7 | 52.9 | 58.8 | 34.5 |
6 September 2016 | 3.3 | 7.0 | 0.1 | 8.4 | 131.8 | 5.1 | 39.3 | 21.2 | 43.1 | 43.7 | 99.4 | |
13 September 2016 | 29.5 | 7.0 | 0.1 | 3.0 | 99.0 | 3.0 | 7.4 | 110.4 | 2.8 | 29.7 | 58.5 | 112.4 |
21 September 2016 | 8.1 | 6.7 | 0.2 | 5.7 | 116.1 | 5.4 | 76.2 | 16.5 | 35.4 | 93.9 | 49.9 | |
27 September 2016 | 27.2 | 5.5 | 3.2 | 3.5 | 64.0 | 2.6 | 29.0 | 4.4 | 22.9 | 66.8 | ||
4 October 2016 | 61.5 | 6.2 | 0.6 | 4.6 | 77.2 | 37.8 | 10.5 | 24.8 | 64.3 | 18.3 | ||
18 October 2016 | 15.5 | 6.8 | 0.2 | 12.0 | 31.5 | 8.6 | 53.9 | 6.7 | 11.8 | 13.7 | 66.1 | |
16 May 2017 | 5.6 | 6.7 | 0.2 | 14.4 | 304.8 | 12.7 | 24.4 | 173.2 | 6.5 | 143.7 | 278.4 | 53.7 |
23 May 2017 | 6.9 | 6.7 | 0.2 | 165.0 | 9.2 | 13.9 | 131.8 | 9.8 | 61.9 | 131.8 | 71.4 | |
30 May 2017 | 32.0 | 6.8 | 0.2 | 9.3 | 156.8 | 5.9 | 12.3 | 64.4 | 4.5 | 60.8 | 98.9 | 67.3 |
7 June 2017 | 3.6 | 6.9 | 0.1 | 63.2 | 258.2 | 18.3 | 37.5 | 464.8 | 53.6 | 161.1 | 349.4 | 305.7 |
13 June 2017 | 44.7 | 6.6 | 0.3 | 91.8 | 3.1 | 6.5 | 42.3 | 4.4 | 29.2 | 72.6 | 33.1 | |
20 June 2017 | 25.9 | 7.0 | 0.1 | 52.2 | 5.5 | 13.5 | 91.0 | 5.6 | 18.0 | 14.4 | 95.7 | |
5 July 2017 | 70.4 | 5.9 | 1.4 | 7.8 | 82.7 | 3.1 | 19.9 | 11.7 | 33.3 | 76.5 | ||
12 July 2017 | 85.1 | 6.3 | 0.6 | 3.6 | 66.6 | 4.4 | 39.4 | 6.3 | 29.6 | 41.5 | 12.4 | |
18 July 2017 | 15.0 | 5.8 | 1.7 | 6.7 | 136.2 | 4.3 | 5.0 | 58.5 | 28.8 | 63.1 | 108.7 | 3.1 |
26 July 2017 | 38.8 | 6.0 | 0.9 | 170.7 | 3.4 | 6.4 | 51.4 | 25.2 | 89.8 | 120.7 | 13.1 | |
1 August 2017 | 5.3 | 6.7 | 0.2 | 132.0 | 6.2 | 7.4 | 155.5 | 8.6 | 72.4 | 103.0 | 95.5 | |
8 August 2017 | 5.8 | 7.0 | 0.1 | 16.6 | 192.7 | 8.2 | 51.4 | 12.9 | 67.6 | 61.5 | 70.5 | |
15 August 2017 | 28.7 | 6.5 | 0.3 | 62.9 | 2.5 | 33.1 | 6.9 | 19.5 | 36.2 | 47.4 | ||
23 August 2017 | 87.1 | 6.5 | 0.3 | 46.5 | 2.1 | 4.9 | 13.7 | 3.9 | 18.2 | 23.4 | 19.0 | |
29 August 2017 | 70.9 | 6.2 | 0.7 | 87.7 | 26.0 | 7.1 | 26.2 | 64.4 | 9.3 | |||
5 September 2017 | 94.2 | 5.8 | 1.5 | 2.9 | 52.9 | 14.1 | 4.2 | 18.5 | 41.4 | 8.0 | ||
12 September 2017 | 25.4 | 6.6 | 0.2 | 9.0 | 65.0 | 1.7 | 4.7 | 18.4 | 5.7 | 16.6 | 25.1 | 43.5 |
19 September 2017 | 25.4 | 6.4 | 0.4 | 2.3 | 42.6 | 1.6 | 16.0 | 3.4 | 9.1 | 20.3 | 24.9 | |
24 October 2017 | 6.6 | 6.5 | 0.4 | 15.9 | 172.6 | 7.0 | 13.7 | 154.5 | 12.6 | 58.9 | 112.2 | 111.7 |
7 November 2017 | 8.6 | 5.7 | 1.8 | 15.8 | 304.8 | 5.0 | 10.7 | 107.1 | 14.5 | 233.3 | 186.5 | 9.4 |
10 May 2018 | 33.3 | 6.5 | 0.3 | 0.4 | 88.8 | 1.9 | 0.2 | 42.4 | 6.5 | 29.0 | 78.6 | 25.4 |
17 May 2018 | 1.1 | 7.6 | 0.0 | 15.7 | 535.5 | 37.3 | 72.7 | 1209.7 | 50.8 | 564.0 | 750.8 | 409.5 |
24 May 2018 | 30.3 | 7.0 | 0.1 | 0.4 | 141.9 | 7.5 | 14.0 | 102.4 | 5.7 | 54.5 | 121.7 | 105.9 |
14 June 2018 | 78.2 | 6.0 | 0.9 | 3.2 | 67.0 | 1.8 | 20.4 | 2.1 | 33.2 | 39.2 | 10.4 | |
21 June 2018 | 60.8 | 5.8 | 1.5 | 1.6 | 118.1 | 20.4 | 39.8 | 2.5 | 74.9 | 55.7 | 27.5 | |
28 June 2018 | 49.2 | 6.5 | 0.3 | 2.5 | 114.2 | 1.4 | 45.7 | 4.5 | 63.9 | 53.9 | 27.6 | |
5 July 2018 | 22.3 | 6.9 | 0.1 | 21.8 | 101.1 | 4.0 | 6.7 | 105.5 | 9.7 | 54.4 | 45.2 | 128.4 |
12 July 2018 | 33.2 | 6.7 | 0.2 | 6.0 | 81.1 | 1.9 | 1.6 | 46.1 | 9.4 | 35.2 | 36.3 | 59.3 |
19 July 2018 | 47.7 | 6.9 | 0.1 | 4.7 | 83.4 | 2.3 | 41.3 | 3.6 | 30.8 | 29.9 | 69.3 | |
26 July 2018 | 25.7 | 6.8 | 0.2 | 9.0 | 45.8 | 3.5 | 5.6 | 71.8 | 5.6 | 18.9 | 29.3 | 80.4 |
2 August 2018 | 12.5 | 7.1 | 0.1 | 19.1 | 149.1 | 4.6 | 7.0 | 128.0 | 14.9 | 81.8 | 92.0 | 116.8 |
9 August 2018 | 40.3 | 6.9 | 0.1 | 19.4 | 116.5 | 2.2 | 3.5 | 45.7 | 9.4 | 34.4 | 47.5 | 63.0 |
16 August 2018 | 49.5 | 5.9 | 1.2 | 1.6 | 72.9 | 1.1 | 2.5 | 28.1 | 5.8 | 44.9 | 51.2 | 3.5 |
23 August 2018 | 11.9 | 7.1 | 0.1 | 10.5 | 133.6 | 2.4 | 2.1 | 96.1 | 14.9 | 65.3 | 61.9 | 102.9 |
6 September 2018 | 32.7 | 6.4 | 0.4 | 1.7 | 88.9 | 0.9 | 1.6 | 21.8 | 3.8 | 25.5 | 53.6 | 25.4 |
13 September 2018 | 29.3 | 4.7 | 19.1 | 1.2 | 105.3 | 0.1 | 28.8 | 2.9 | 41.2 | 109.4 | ||
20 September 2018 | 18.6 | 4.9 | 12.3 | 12.2 | 192.3 | 3.7 | 57.0 | 18.4 | 116.5 | 131.8 | ||
27 September 2018 | 68.8 | 6.8 | 0.2 | 0.5 | 69.7 | 1.4 | 2.1 | 35.2 | 2.5 | 25.8 | 28.6 | 44.5 |
4 October 2018 | 3.7 | 7.3 | 0.1 | 10.0 | 169.7 | 4.7 | 9.0 | 229.2 | 11.3 | 84.8 | 104.5 | 190.3 |
11 October 2018 | 18.9 | 6.7 | 0.2 | 8.3 | 182.2 | 2.9 | 3.9 | 110.8 | 8.9 | 103.6 | 66.1 | 111.2 |
18 October 2018 | 7.9 | 6.9 | 0.1 | 4.5 | 153.5 | 2.0 | 1.4 | 59.6 | 6.3 | 62.3 | 55.2 | 89.8 |
25 October 2018 | 2.8 | 7.0 | 0.1 | 3.2 | 104.7 | 1.7 | 3.6 | 70.1 | 22.3 | 34.8 | 32.1 | 97.4 |
8 November 2018 | 68.8 | 6.8 | 0.2 | 5.0 | 138.4 | 2.2 | 5.7 | 74.3 | 6.6 | 67.9 | 84.2 | 81.4 |
15 November 2018 | 20.0 | 5.5 | 3.4 | 3.8 | 75.2 | 1.1 | 2.1 | 33.6 | 5.0 | 18.9 | 99.3 | |
3 May 2019 | 12.2 | 7.6 | 0.0 | 30.7 | 340.3 | 27.3 | 48.1 | 550.0 | 44.9 | 247.7 | 318.2 | 414.7 |
16 May 2019 | 22.9 | 6.8 | 0.2 | 3.2 | 152.8 | 4.2 | 4.8 | 73.8 | 7.7 | 40.3 | 114.8 | 74.2 |
23 May 2019 | 6.5 | 7.4 | 0.0 | 13.5 | 293.3 | 33.0 | 36.5 | 333.5 | 35.0 | 202.8 | 330.5 | 101.2 |
30 May 2019 | 2.0 | 7.4 | 0.0 | 23.5 | 213.6 | 8.0 | 17.0 | 229.0 | 26.3 | 96.8 | 108.0 | 180.4 |
6 June 2019 | 29.2 | 6.9 | 0.1 | 2.2 | 53.2 | 0.6 | 0.8 | 80.1 | 6.6 | 28.5 | 39.9 | 48.9 |
13 June 2019 | 41.4 | 6.5 | 0.3 | 1.1 | 87.0 | 0.6 | 2.7 | 26.9 | 2.7 | 33.0 | 46.4 | 33.3 |
20 June 2019 | 17.8 | 7.3 | 0.0 | 4.0 | 83.0 | 2.1 | 8.5 | 138.9 | 4.6 | 32.5 | 36.0 | 134.5 |
27 June 2019 | 67.8 | 6.4 | 0.4 | 0.9 | 81.6 | 0.7 | 2.7 | 27.7 | 4.9 | 25.6 | 48.2 | 35.7 |
5 July 2019 | 29.2 | 7.0 | 0.1 | 5.2 | 114.5 | 2.8 | 2.4 | 79.2 | 6.1 | 53.5 | 52.3 | 69.4 |
11 July 2019 | 35.3 | 6.5 | 0.3 | 7.3 | 128.6 | 2.3 | 2.7 | 98.1 | 8.9 | 62.3 | 124.0 | 42.9 |
18 July 2019 | 44.7 | 6.6 | 0.3 | 4.1 | 122.3 | 0.8 | 31.4 | 5.1 | 48.7 | 58.2 | 43.0 | |
25 July 2019 | 44.3 | 6.8 | 0.2 | 4.3 | 95.7 | 1.4 | 6.2 | 29.1 | 6.7 | 28.4 | 49.1 | 48.3 |
1 August 2019 | 99.3 | 6.6 | 0.3 | 1.6 | 88.4 | 0.5 | 3.6 | 29.6 | 4.0 | 32.0 | 35.7 | 36.4 |
8 August 2019 | 38.2 | 5.1 | 7.8 | 0.7 | 72.7 | 0.2 | 3.8 | 6.2 | 4.2 | 34.2 | 55.3 | |
15 August 2019 | 36.5 | 6.7 | 0.2 | 2.3 | 74.2 | 0.8 | 5.0 | 30.2 | 4.3 | 23.3 | 37.5 | 35.2 |
29 August 2019 | 13.0 | 6.6 | 0.3 | 4.3 | 182.1 | 2.6 | 0.7 | 79.0 | 9.8 | 85.6 | 118.1 | 41.5 |
12 September 2019 | 33.8 | 6.2 | 0.6 | 5.6 | 99.8 | 2.1 | 2.0 | 54.9 | 7.2 | 45.8 | 83.2 | 19.6 |
20 September 2019 | 138.5 | 6.5 | 0.3 | 0.7 | 56.1 | 0.1 | 3.0 | 28.5 | 3.9 | 20.1 | 31.5 | 35.9 |
26 September 2019 | 78.0 | 6.1 | 0.8 | 6.1 | 127.2 | 3.2 | 2.9 | 35.0 | 6.6 | 51.1 | 96.1 | 11.2 |
3 October 2019 | 37.2 | 6.7 | 0.2 | 1.7 | 70.7 | 0.5 | 2.1 | 23.0 | 3.5 | 15.6 | 20.2 | 40.9 |
10 October 2019 | 3.3 | 6.8 | 0.1 | 7.0 | 71.6 | 2.2 | 8.5 | 69.4 | 6.0 | 19.8 | 28.9 | 101.5 |
17 October 2019 | 20.6 | 6.9 | 0.1 | 4.5 | 68.5 | 2.7 | 6.7 | 59.8 | 4.6 | 17.5 | 23.3 | 67.0 |
24 October 2019 | 13.0 | 6.7 | 0.2 | 3.2 | 76.6 | 0.4 | 2.7 | 36.5 | 3.2 | 28.1 | 15.9 | 40.1 |
31 October 2019 | 61.1 | 4.9 | 12.4 | 2.3 | 154.3 | 1.2 | 6.2 | 26.9 | 5.9 | 77.8 | 130.1 | |
7 November 2019 | 29.1 | 6.8 | 0.2 | 2.0 | 122.7 | 1.4 | 5.8 | 65.9 | 5.1 | 89.4 | 87.0 |
Appendix B
Sample | pH | Conductivity (µs/cm) | Na+ | NH4+ | K+ | Mg2+ | Ca2+ | Br− | Cl− | NO3− | SO42− | HCO3− |
---|---|---|---|---|---|---|---|---|---|---|---|---|
TM-G0-L-B | 5.59 | 23.09 | 0.11 | 1.34 | 0.10 | 0.03 | 0.83 | 0.00 | 0.45 | 1.90 | 2.77 | 0.00 |
TM-G2-L-B | 5.87 | 24.52 | 0.19 | 1.34 | 0.17 | 0.04 | 0.93 | 0.00 | 0.49 | 1.65 | 2.80 | 9.70 |
TM-G4-L-B | 5.64 | 19.69 | 0.19 | 1.30 | 0.14 | 0.04 | 0.84 | 0.00 | 0.45 | 1.61 | 2.66 | 3.19 |
TM-G6-L-B | 5.96 | 26.78 | 0.18 | 1.32 | 1.48 | 0.04 | 0.89 | 0.00 | 1.92 | 1.43 | 2.49 | 11.28 |
TM-G8-L-B | 5.32 | 24.07 | 0.18 | 1.19 | 0.35 | 0.03 | 0.81 | 0.00 | 0.69 | 1.36 | 2.68 | 0.00 |
TM-G10-L-B | 5.23 | 29.57 | 0.10 | 1.57 | 0.14 | 0.04 | 0.98 | 0.00 | 0.69 | 3.25 | 5.51 | 0.00 |
TM-G0-L-1 | 5.96 | 26.35 | 0.18 | 1.28 | 0.27 | 0.09 | 1.52 | 0.00 | 1.07 | 2.09 | 2.72 | 8.45 |
TM-G2-L-1 | 6.03 | 26.91 | 0.37 | 1.31 | 0.23 | 0.08 | 1.23 | 0.00 | 0.92 | 1.77 | 2.81 | 8.31 |
TM-G4-L-1 | 6.04 | 24.15 | 0.20 | 1.43 | 0.14 | 0.04 | 0.97 | 0.00 | 0.50 | 1.69 | 2.85 | 7.44 |
TM-G6-L-1 | 5.93 | 29.16 | 0.17 | 1.43 | 0.52 | 0.04 | 1.00 | 0.00 | 1.10 | 2.93 | 4.84 | 7.45 |
TM-G8-L-1 | 5.81 | 28.61 | 0.18 | 1.49 | 0.30 | 0.06 | 1.18 | 0.00 | 0.87 | 2.73 | 4.32 | 8.00 |
TM-G10-L-1 | 5.78 | 30.53 | 0.11 | 1.70 | 0.17 | 0.08 | 1.28 | 0.00 | 0.93 | 3.49 | 5.49 | 2.59 |
TM-G0-L-2 | 6.42 | 26.63 | 0.23 | 1.25 | 0.48 | 0.08 | 1.36 | 0.00 | 0.65 | 1.98 | 2.77 | 16.89 |
TM-G2-L-2 | 6.02 | 26.12 | 0.18 | 1.36 | 0.23 | 0.06 | 1.17 | 0.00 | 0.51 | 1.73 | 2.81 | 47.13 |
TM-G4-L-2 | 5.95 | 23.97 | 0.20 | 1.29 | 0.15 | 0.04 | 0.92 | 0.00 | 0.50 | 1.51 | 2.67 | 8.83 |
TM-G6-L-2 | 5.74 | 28.47 | 0.16 | 1.41 | 0.68 | 0.04 | 0.96 | 0.00 | 1.07 | 2.94 | 4.73 | 0.90 |
TM-G8-L-2 | 5.85 | 27.28 | 0.18 | 1.46 | 0.32 | 0.06 | 1.09 | 0.00 | 0.80 | 3.06 | 4.84 | 2.83 |
TM-G10-L-2 | 6.42 | 31.48 | 0.15 | 1.65 | 0.29 | 0.11 | 1.54 | 0.00 | 0.85 | 3.58 | 5.69 | 16.89 |
TM-G0-L-3 | 6.38 | 28.47 | 0.23 | 1.28 | 0.47 | 0.11 | 2.12 | 0.00 | 0.87 | 2.31 | 3.47 | 23.41 |
TM-G2-L-3 | 6.36 | 28.34 | 0.21 | 1.32 | 0.30 | 0.10 | 1.95 | 0.00 | 0.78 | 2.92 | 4.58 | 11.54 |
TM-G4-L-3 | 6.18 | 27.65 | 0.20 | 1.39 | 0.25 | 0.08 | 1.83 | 0.00 | 0.65 | 2.41 | 3.47 | 21.33 |
TM-G6-L-3 | 6.35 | 28.88 | 0.20 | 1.43 | 0.74 | 0.08 | 1.67 | 0.00 | 1.03 | 2.35 | 3.54 | 12.04 |
TM-G8-L-3 | 6.59 | 35.45 | 0.39 | 1.72 | 0.69 | 0.13 | 2.57 | 0.00 | 1.28 | 3.33 | 5.21 | 42.11 |
TM-G10-L-3 | 6.26 | 32.72 | 0.13 | 1.66 | 0.23 | 0.11 | 2.10 | 0.00 | 1.00 | 3.55 | 5.60 | 16.00 |
TM-G0-L-4 | 6.06 | 27.24 | 0.21 | 1.25 | 0.33 | 0.08 | 1.25 | 0.00 | 0.84 | 2.14 | 2.61 | 9.72 |
TM-G2-L-4 | 5.79 | 24.71 | 0.18 | 1.38 | 0.20 | 0.06 | 1.06 | 0.00 | 0.60 | 1.85 | 2.87 | 4.60 |
TM-G4-L-4 | 5.60 | 26.97 | 0.21 | 1.45 | 0.16 | 0.04 | 0.95 | 0.00 | 0.67 | 3.06 | 4.97 | 4.10 |
TM-G6-L-4 | 5.70 | 28.20 | 0.18 | 1.45 | 0.59 | 0.04 | 0.97 | 0.00 | 0.94 | 1.53 | 2.76 | 8.80 |
TM-G8-L-4 | 5.81 | 27.93 | 0.16 | 1.53 | 0.29 | 0.05 | 1.06 | 0.00 | 0.78 | 3.06 | 4.89 | 3.23 |
TM-G10-L-4 | 5.75 | 31.07 | 0.14 | 1.68 | 0.20 | 0.07 | 1.20 | 0.00 | 0.79 | 2.74 | 5.17 | 4.10 |
TM-G0-L-5 | 5.70 | 24.85 | 0.14 | 1.30 | 0.22 | 0.05 | 1.05 | 0.00 | 0.45 | 1.92 | 3.08 | 5.43 |
TM-G2-L-5 | 5.87 | 25.05 | 0.16 | 1.41 | 0.17 | 0.05 | 1.00 | 0.00 | 0.78 | 3.08 | 5.40 | 3.69 |
TM-G4-L-5 | 5.68 | 26.15 | 0.19 | 1.40 | 0.14 | 0.04 | 0.98 | 0.00 | 0.61 | 3.06 | 4.91 | 3.80 |
TM-G6-L-5 | 5.72 | 28.34 | 0.19 | 1.43 | 0.67 | 0.04 | 0.94 | 0.00 | 1.25 | 3.04 | 2.65 | 4.76 |
TM-G8-L-5 | 5.70 | 26.76 | 0.16 | 1.44 | 0.30 | 0.04 | 1.07 | 0.00 | 0.08 | 3.06 | 4.88 | 5.43 |
TM-G10-L-5 | 5.58 | 29.29 | 0.11 | 1.63 | 0.15 | 0.05 | 1.07 | 0.00 | 0.66 | 3.27 | 5.49 | 0.00 |
TM-G0-L-6 | 5.94 | 28.61 | 0.26 | 1.26 | 0.46 | 0.09 | 1.69 | 0.00 | 1.03 | 2.22 | 2.83 | 18.54 |
TM-G2-L-6 | 5.79 | 26.20 | 0.20 | 1.34 | 0.25 | 0.06 | 1.19 | 0.00 | 0.68 | 1.98 | 2.88 | 8.56 |
TM-G4-L-6 | 5.96 | 21.05 | 0.18 | 1.25 | 0.18 | 0.05 | 0.91 | 0.00 | 0.50 | 1.44 | 2.72 | 10.60 |
TM-G6-L-6 | 6.16 | 31.48 | 0.21 | 1.43 | 0.92 | 0.07 | 1.25 | 0.00 | 1.67 | 3.26 | 4.74 | 3.75 |
TM-G8-L-6 | 5.76 | 28.06 | 0.17 | 1.44 | 0.33 | 0.05 | 1.06 | 0.00 | 0.62 | 2.29 | 3.53 | 3.53 |
TM-G10-L-6 | 6.24 | 32.44 | 0.20 | 1.71 | 0.35 | 0.10 | 1.82 | 0.00 | 0.89 | 3.32 | 5.57 | 13.33 |
TM-G0-AA-B | 6.11 | 3.99 | 0.026 | 0.002 | 0.012 | 0.041 | 0.55 | 0 | 0.074 | 0.075 | 0.077 | 6.77 |
TM-G10-AA-B | 5.49 | 2.9 | 0.026 | 0.002 | 0.012 | 0.041 | 0.55 | 0 | 0.349 | 0.135 | 0 | 0 |
TM-G0-AA-1 | 7.35 | 47.4 | 0.795 | 0.465 | 1.203 | 0.609 | 5.726 | 0 | 9.068 | 2.323 | 1.887 | 103.55 |
TM-G10-AA-1 | 7.35 | 104.4 | 1.891 | 0.594 | 2.819 | 1.357 | 11.917 | 0 | 21.169 | 8.674 | 3.196 | 177.96 |
TM-G0-AA-2 | 7 | 16.97 | 0.697 | 0.066 | 0.923 | 0.165 | 1.749 | 0 | 1.193 | 0 | 1.132 | 61.9 |
TM-G10-AA-2 | 7.56 | 38 | 1.162 | 0.801 | 1.663 | 0.462 | 3.674 | 0 | 2.126 | 2.759 | 1.683 | 253.49 |
TM-G0-AA-3 | 6.89 | 26.22 | 0.6 | 0.003 | 0.999 | 0.225 | 3.086 | 0 | 2.679 | 0.914 | 1.007 | 86.21 |
TM-G10-AA-3 | 7.56 | 64.2 | 1.142 | 0.418 | 0.849 | 0.776 | 8.557 | 0 | 5.976 | 2.723 | 1.986 | 217.23 |
TM-G0-AA-4 | 6.96 | 55.13 | 1.743 | 0.605 | 2.103 | 0.839 | 6.407 | 0 | 8.534 | 4.337 | 1.943 | 106.24 |
TM-G10-AA-4 | 7.18 | 62.9 | 1.743 | 0.605 | 2.103 | 0.839 | 6.407 | 0 | 10.205 | 7.556 | 2.056 | 90.1 |
TM-G0-AA-5 | 7.42 | 28.024 | 0.75 | 0.372 | 1.08 | 0.326 | 3.15 | 0 | 1.236 | 0.439 | 0.592 | 154.75 |
TM-G10-AA-5 | 7.23 | 28.024 | 0.75 | 0.372 | 1.08 | 0.326 | 3.15 | 0 | 1.382 | 1.518 | 0.996 | 106.24 |
TM-G0-AA-6 | 7.56 | 59.89 | 1.321 | 0.303 | 1.747 | 0.451 | 7.814 | 0 | 7.506 | 3.112 | 3.013 | 131.87 |
TM-G10-AA-6 | 7.28 | 45.991 | 1.013 | 0.877 | 1.485 | 0.466 | 5.084 | 0 | 4.222 | 3.868 | 1.841 | 115.97 |
TM-N0-L-B | 6.41 | 14.57 | 0.27 | 1.11 | 0.05 | 0.22 | 1.19 | 0.00 | 0.37 | 2.44 | 2.13 | 20.16 |
TM-N2-L-B | 5.66 | 13.37 | 0.21 | 0.83 | 0.00 | 0.13 | 1.14 | 0.00 | 0.33 | 2.52 | 2.25 | 3.97 |
TM-N4-L-B | 6.03 | 15.57 | 0.15 | 0.84 | 0.12 | 0.01 | 0.94 | 0.00 | 0.32 | 2.85 | 2.52 | 8.17 |
TM-N6-L-B | 5.66 | 13.94 | 0.13 | 0.53 | 0.00 | 0.02 | 0.72 | 0.00 | 0.35 | 2.28 | 2.46 | 3.41 |
TM-N8-L-B | 5.99 | 15.63 | 0.16 | 0.92 | 0.13 | 0.01 | 0.88 | 0.00 | 0.44 | 3.14 | 2.85 | 12.68 |
TM-N10-L-B | 6.12 | 15.59 | 0.16 | 0.93 | 0.21 | 0.00 | 0.94 | 0.00 | 0.33 | 2.80 | 2.57 | 10.60 |
TM-N0-L-1 | 6.53 | 21.13 | 0.27 | 0.90 | 0.00 | 0.00 | 2.87 | 0.00 | 0.84 | 2.55 | 2.10 | 61.33 |
TM-N2-L-1 | 6.12 | 15.36 | 0.25 | 0.99 | 0.28 | 0.16 | 1.19 | 0.00 | 0.48 | 2.73 | 2.32 | 15.62 |
TM-N4-L-1 | 6.39 | 16.77 | 0.17 | 0.97 | 0.15 | 0.03 | 1.17 | 0.00 | 0.49 | 3.17 | 2.68 | 50.72 |
TM-N6-L-1 | 6.24 | 16.68 | 0.28 | 0.81 | 0.28 | 0.01 | 1.27 | 0.00 | 0.46 | 2.73 | 2.49 | 15.77 |
TM-N8-L-1 | 6.08 | 16.37 | 0.14 | 0.94 | 0.31 | 0.01 | 1.07 | 0.00 | 0.35 | 2.85 | 2.61 | 10.73 |
TM-N10-L-1 | 5.96 | 17.09 | 0.16 | 0.93 | 0.29 | 0.05 | 1.16 | 0.00 | 0.40 | 3.04 | 2.71 | 14.12 |
TM-N0-L-2 | 6.38 | 41.74 | 0.50 | 0.86 | 0.59 | 0.36 | 6.02 | 0.00 | 5.35 | 3.95 | 2.78 | 72.64 |
TM-N2-L-2 | 5.95 | 15.37 | 0.20 | 0.94 | 0.12 | 0.17 | 1.41 | 0.00 | 0.55 | 2.37 | 2.06 | 16.83 |
TM-N4-L-2 | 6.18 | 15.86 | 0.15 | 0.94 | 0.18 | 0.03 | 1.12 | 0.00 | 2.33 | 2.09 | 1.70 | 14.58 |
TM-N6-L-2 | 6.3 | 21.09 | 0.17 | 0.91 | 0.27 | 0.11 | 1.56 | 0.00 | 1.46 | 3.08 | 2.60 | 15.23 |
TM-N8-L-2 | 5.98 | 16.31 | 0.20 | 0.94 | 0.16 | 0.01 | 1.06 | 0.00 | 0.49 | 2.94 | 2.66 | 10.33 |
TM-N10-L-2 | 6.18 | 16.76 | 0.13 | 0.99 | 0.21 | 0.02 | 1.12 | 0.00 | 0.44 | 2.98 | 2.66 | 12.25 |
TM-N0-L-3 | 6.61 | 24.24 | 0.52 | 0.53 | 0.57 | 0.20 | 3.20 | 0.00 | 0.80 | 2.75 | 2.35 | 71.35 |
TM-N2-L-3 | 6.21 | 14.93 | 0.15 | 1.04 | 0.14 | 0.15 | 1.15 | 0.00 | 0.31 | 2.35 | 2.05 | 18.94 |
TM-N4-L-3 | 6.21 | 16.57 | 0.11 | 0.82 | 0.23 | 0.01 | 0.86 | 0.00 | 0.38 | 0.29 | 2.53 | 61.25 |
TM-N6-L-3 | 6.76 | 16.65 | 0.22 | 1.00 | 0.23 | 0.02 | 1.86 | 0.00 | 0.42 | 2.31 | 2.17 | 47.94 |
TM-N8-L-3 | 5.91 | 15.94 | 0.12 | 0.88 | 0.20 | 0.00 | 0.95 | 0.00 | 0.34 | 2.87 | 2.59 | 6.88 |
TM-N10-L-3 | 5.76 | 15.68 | 0.20 | 0.81 | 0.21 | 0.00 | 0.99 | 0.00 | 0.39 | 2.99 | 2.73 | 7.40 |
TM-N0-L-4 | 6.32 | 15.25 | 0.22 | 1.04 | 0.17 | 0.14 | 1.33 | 0.00 | 0.47 | 2.77 | 2.37 | 20.44 |
TM-N2-L-4 | 5.94 | 14.45 | 0.17 | 1.02 | 0.00 | 0.14 | 1.20 | 0.00 | 0.32 | 2.37 | 2.02 | 28.80 |
TM-N4-L-4 | 5.82 | 15.86 | 0.10 | 0.70 | 0.00 | 0.01 | 0.67 | 0.00 | 0.33 | 0.29 | 2.45 | 21.41 |
TM-N6-L-4 | 6.23 | 16.12 | 0.12 | 0.85 | 0.35 | 0.01 | 0.93 | 0.00 | 0.42 | 2.87 | 2.55 | 19.83 |
TM-N8-L-4 | 6.3 | 15.87 | 0.17 | 0.95 | 0.22 | 0.01 | 0.99 | 0.00 | 0.35 | 2.85 | 2.59 | 13.48 |
TM-N10-L-4 | 5.75 | 15.98 | 0.16 | 0.90 | 0.32 | 0.03 | 1.03 | 0.00 | 0.36 | 3.04 | 2.66 | 7.52 |
TM-N0-L-5 | 6.37 | 16.97 | 0.20 | 0.47 | 0.28 | 0.03 | 1.75 | 0.00 | 0.42 | 2.67 | 2.26 | 36.81 |
TM-N2-L-5 | 5.96 | 13.92 | 0.12 | 0.83 | 0.35 | 0.02 | 0.89 | 0.00 | 0.32 | 2.42 | 2.09 | 23.61 |
TM-N4-L-5 | 6.04 | 15.66 | 0.16 | 0.83 | 0.11 | 0.02 | 1.05 | 0.00 | 0.35 | 2.91 | 2.49 | 12.73 |
TM-N6-L-5 | 6.05 | 16.18 | 0.12 | 0.90 | 0.27 | 0.01 | 0.80 | 0.00 | 0.33 | 2.82 | 2.50 | 18.13 |
TM-N8-L-5 | 5.92 | 16.12 | 0.12 | 0.92 | 0.17 | 0.00 | 0.96 | 0.00 | 0.36 | 2.80 | 2.58 | 5.32 |
TM-N10-L-5 | 5.97 | 15.89 | 0.14 | 0.97 | 0.15 | 0.00 | 0.93 | 0.00 | 0.33 | 2.80 | 2.57 | 9.49 |
TM-N0-L-6 | 6.12 | 17.03 | 0.28 | 0.30 | 0.32 | 0.02 | 1.50 | 0.00 | 0.57 | 2.56 | 2.28 | 22.60 |
TM-N2-L-6 | 6.12 | 14.19 | 0.19 | 0.82 | 0.45 | 0.01 | 0.97 | 0.00 | 0.34 | 2.45 | 2.13 | 8.39 |
TM-N4-L-6 | 6.29 | 16.24 | 0.14 | 0.97 | 0.13 | 0.00 | 1.07 | 0.00 | 0.26 | 2.72 | 2.29 | 17.96 |
TM-N6-L-6 | 5.99 | 16.81 | 0.21 | 0.69 | 0.20 | 0.00 | 1.27 | 0.00 | 0.42 | 2.89 | 2.23 | 11.92 |
TM-N8-L-6 | 6.26 | 16.23 | 0.15 | 0.97 | 0.36 | 0.05 | 1.05 | 0.00 | 0.33 | 2.70 | 2.49 | 12.21 |
TM-N10-L-6 | 6.07 | 16.1 | 0.09 | 0.99 | 0.23 | 0.03 | 1.05 | 0.00 | 0.34 | 2.81 | 2.61 | 9.39 |
TM-N0-AA-B | 6.39 | 6.52 | 0.27 | 0.355 | 0.414 | 0.023 | 0.257 | 0 | 0.097 | 0.272 | 0.254 | 35.77 |
TM-N10-AA-B | 6.16 | 1.95 | 0.07 | 0.001 | 0.18 | 0 | 0 | 0 | 0.02 | 0 | 0 | 11.35 |
TM-N0-AA-1 | 7.51 | 123 | 2.406 | 0 | 2.344 | 1.497 | 10.332 | 0 | 10.2 | 4.14 | 3.48 | 553.23 |
TM-N10-AA-1 | 7.27 | 71.92 | 1.36 | 0.237 | 1.356 | 0.974 | 9.28 | 0 | 6.065 | 3.22 | 1.575 | 280.57 |
TM-N0-AA-2 | 7.35 | 350.9 | 3.558 | 0.318 | 5.26 | 4.19 | 49.11 | 0 | 61.94 | 16.21 | 5.42 | 474.64 |
TM-N10-AA-2 | 6.59 | 51.388 | 0.887 | 0 | 0.902 | 0.489 | 6.17 | 0 | 9.387 | 0.491 | 0.907 | 59.83 |
TM-N0-AA-3 | 7.49 | 160 | 2.519 | 0.59 | 2.365 | 2.113 | 18.627 | 0 | 16 | 3.31 | 2.05 | 532.98 |
TM-N10-AA-3 | 6.83 | 39.324 | 0.795 | 0.496 | 0.845 | 0.408 | 4.609 | 0 | 4.077 | 2.32 | 1.097 | 113.7 |
TM-N0-AA-4 | 7.33 | 81.6 | 3.49 | 0 | 2.079 | 1.267 | 6.216 | 0 | 5.625 | 2.961 | 0 | 373.52 |
TM-N10-AA-4 | 6.83 | 28.072 | 0.767 | 0.405 | 0.773 | 0.245 | 1.883 | 0 | 1.694 | 1.186 | 0.867 | 111.07 |
TM-N0-AA-5 | 6.88 | 67.3 | 2.719 | 0 | 2.143 | 0.877 | 5.053 | 0 | 1.907 | 1.382 | 2.087 | 347.04 |
TM-N10-AA-5 | 6.86 | 27.608 | 0.759 | 0.481 | 0.752 | 0.194 | 1.592 | 0 | 0.962 | 0.855 | 1.153 | 124.1 |
TM-N0-AA-6 | 7.25 | 149.8 | 6.283 | 1.497 | 3.908 | 1.488 | 9.127 | 0 | 17.796 | 6.122 | 9.336 | 375.24 |
TM-N10-AA-6 | 6.89 | 39.644 | 1.033 | 0.297 | 0.743 | 0.309 | 3.342 | 0 | 1.536 | 2.056 | 1.72 | 182.9 |
TM-A0-L-B | 5.05 | 23.52 | 0.788 | 0.829 | 0.137 | 0.031 | 0.542 | 0 | 0.629 | 3.316 | 3.556 | 0 |
TM-A2-L-B | 5.03 | 23.63 | 0.783 | 0.834 | 0.152 | 0.03 | 0.553 | 0 | 0.595 | 3.228 | 3.553 | 0 |
TM-A4-L-B | 5.23 | 16.91 | 0.381 | 0.718 | 0.143 | 0.031 | 0.598 | 0 | 0.582 | 3.299 | 1.938 | 0 |
TM-A6-L-B | 5.11 | 15.46 | 0.155 | 0.557 | 0.01 | 0.028 | 0.493 | 0 | 0.565 | 2.911 | 1.468 | 0 |
TM-A8-L-B | 5.12 | 16.25 | 0.205 | 0.637 | 0.256 | 0.034 | 0.596 | 0 | 0.534 | 2.357 | 1.062 | 0 |
TM-A10-L-B | 5.01 | 17.29 | 0.119 | 0.615 | 0.146 | 0.016 | 0.526 | 0 | 0.587 | 3.141 | 1.462 | 0 |
TM-A0-L-1 | 5.23 | 25.09 | 1.055 | 0.749 | 0.322 | 0.065 | 1.067 | 0 | 0.898 | 3.279 | 3.806 | 0 |
TM-A2-L-1 | 5.36 | 22.29 | 0.912 | 0.951 | 0.298 | 0.038 | 0.759 | 0 | 0.725 | 3.341 | 3.618 | 0 |
TM-A4-L-1 | 5.28 | 16.69 | 0.356 | 0.685 | 0.138 | 0.036 | 0.629 | 0 | 0.571 | 3.148 | 1.933 | 0 |
TM-A6-L-1 | 5.29 | 14.92 | 1.49 | 0.53 | 0.14 | 0 | 0.645 | 0 | 0.807 | 3.667 | 1.873 | 0 |
TM-A8-L-1 | 5.1 | 16.43 | 0.153 | 0.616 | 0.225 | 0.027 | 0.61 | 0 | 0.526 | 2.403 | 1.044 | 0 |
TM-A10-L-1 | 5.24 | 15.69 | 0.136 | 0.644 | 0.187 | 0.02 | 0.673 | 0 | 0.682 | 3.162 | 1.434 | 0 |
TM-A0-L-2 | 5.81 | 24.19 | 1.057 | 0.689 | 0.466 | 0.088 | 1.438 | 0 | 0.967 | 3.587 | 3.793 | 8.21 |
TM-A2-L-2 | 5.65 | 21.5 | 0.873 | 0.85 | 0.263 | 0.053 | 0.958 | 0 | 0.755 | 3.254 | 3.628 | 0 |
TM-A4-L-2 | 5.56 | 15.57 | 0.35 | 0.7 | 0.115 | 0.047 | 0.889 | 0 | 0.539 | 2.998 | 1.773 | 0 |
TM-A6-L-2 | 5.66 | 13.73 | 0.229 | 0.561 | 0.141 | 0.053 | 0.801 | 0 | 0.582 | 2.677 | 1.344 | 0 |
TM-A8-L-2 | 5.3 | 15.23 | 0.154 | 0.603 | 0.265 | 0.024 | 0.786 | 0 | 0.661 | 3.04 | 1.349 | 0 |
TM-A10-L-2 | 6.12 | 17.66 | 0.545 | 0.679 | 0.464 | 0.065 | 1.096 | 0 | 1.245 | 3.284 | 1.572 | 15.83 |
TM-A0-L-3 | 5.79 | 22.18 | 1.007 | 0.824 | 0.38 | 0.066 | 1.097 | 0 | 0.805 | 3.412 | 3.658 | 4.47 |
TM-A2-L-3 | 5.4 | 21.84 | 0.755 | 0.766 | 0.206 | 0.037 | 0.561 | 0 | 0.63 | 3.276 | 3.658 | 0 |
TM-A4-L-3 | 5.74 | 16.35 | 0.561 | 0.666 | 0.328 | 0.031 | 0.917 | 0 | 0.669 | 3.229 | 2.03 | 1.67 |
TM-A6-L-3 | 5.64 | 14.2 | 0.313 | 0.591 | 0.251 | 0.035 | 0.679 | 0 | 0.638 | 2.621 | 1.269 | 0 |
TM-A8-L-3 | 5.22 | 15.65 | 0.161 | 0.599 | 0.227 | 0.032 | 0.68 | 0 | 0.649 | 2.961 | 1.333 | 0 |
TM-A10-L-3 | 5.08 | 16.76 | 0.133 | 0.63 | 0.159 | 0.015 | 0.546 | 0 | 0.599 | 3.192 | 1.499 | 0 |
TM-A0-L-4 | 5.66 | 15.9 | 0.667 | 0.55 | 0.198 | 0.034 | 0.625 | 0 | 0.561 | 2.314 | 2.564 | 2.9 |
TM-A2-L-4 | 5.47 | 21.39 | 0.87 | 0.852 | 0.188 | 0.052 | 0.708 | 0 | 0.671 | 3.163 | 3.521 | 0 |
TM-A4-L-4 | 5.24 | 16.69 | 0.365 | 0.725 | 0.141 | 0.027 | 0.656 | 0 | 0.57 | 2.892 | 1.82 | 0 |
TM-A6-L-4 | 5.44 | 15.14 | 0.275 | 0.599 | 0.185 | 0.029 | 0.61 | 0 | 0.733 | 3.021 | 1.47 | 0 |
TM-A8-L-4 | 5.21 | 16.06 | 0.14 | 0.579 | 0.196 | 0.019 | 0.541 | 0 | 0.663 | 3.072 | 1.341 | 0 |
TM-A10-L-4 | 5.34 | 15.56 | 0.239 | 0.626 | 0.173 | 0.023 | 0.733 | 0 | 0.608 | 3.052 | 1.434 | 0 |
TM-A0-L-5 | 5.7 | 23.07 | 0.975 | 0.816 | 0.377 | 0.061 | 1.024 | 0 | 0.853 | 3.427 | 3.729 | 3.84 |
TM-A2-L-5 | 5.3 | 21.5 | 0.776 | 0.833 | 0.159 | 0.038 | 0.737 | 0 | 0.616 | 3.224 | 3.517 | 0 |
TM-A4-L-5 | 6.16 | 16.69 | 1.244 | 0.64 | 0.165 | 0.026 | 0.887 | 0 | 0.611 | 3.371 | 2.148 | 13.33 |
TM-A6-L-5 | 6.26 | 17.77 | 0.669 | 0.815 | 0.516 | 0.062 | 0.759 | 0 | 1.303 | 3.047 | 1.516 | 17.96 |
TM-A8-L-5 | 5.6 | 15.02 | 0.25 | 0.634 | 0.327 | 0.055 | 0.821 | 0 | 0.786 | 3.079 | 1.381 | 0 |
TM-A10-L-5 | 5.29 | 15.72 | 0.185 | 0.62 | 0.205 | 0.024 | 0.676 | 0 | 0.643 | 3.187 | 1.463 | 0 |
TM-A0-L-6 | 5.27 | 24.19 | 0.933 | 0.644 | 0.288 | 0.038 | 1.28 | 0 | 0.835 | 3.544 | 4.194 | 0 |
TM-A2-L-6 | 5.13 | 21.95 | 0.831 | 0.895 | 0.164 | 0.035 | 0.716 | 0 | 0.647 | 3.282 | 3.556 | 0 |
TM-A4-L-6 | 5.14 | 16.13 | 0.394 | 0.719 | 0.165 | 0.033 | 0.767 | 0 | 0.691 | 3.304 | 2.006 | 0 |
TM-A6-L-6 | 6 | 15.6 | 0.381 | 0.573 | 0.352 | 0.08 | 0.994 | 0 | 1.081 | 3.122 | 1.511 | 7.6 |
TM-A8-L-6 | 5.72 | 15.12 | 0.182 | 0.563 | 0.264 | 0.021 | 0.813 | 0 | 0.858 | 3.245 | 1.518 | 2.2 |
TM-A10-L-6 | 5.05 | 16.69 | 0.124 | 0.564 | 0.114 | 0.01 | 0.535 | 0 | 0.622 | 3.17 | 1.453 | 0 |
TM-A0-AA-B | 6.09 | 2.71 | 0.07 | 0.13 | 0.1 | 0 | 0 | 0 | 0.065 | 0.048 | 0.082 | 5.74 |
TM-A10-AA-B | 5.99 | 1.77 | 0.034 | 0.045 | 0.01 | 0 | 0 | 0 | 0.045 | 0 | 0.059 | 5.24 |
TM-A0-AA-1 | 7.13 | 61.49 | 4.21 | 0.44 | 0.63 | 0.17 | 4.23 | 0 | 4.804 | 0.939 | 3.036 | 202.33 |
TM-A10-AA-1 | 6.37 | 23.52 | 1.269 | 0.495 | 1.039 | 0.231 | 1.536 | 0 | 1.308 | 1.236 | 1.189 | 158.06 |
TM-A0-AA-2 | 7.21 | 19.94 | 0.818 | 0.323 | 0.823 | 0.204 | 1.647 | 0 | 1.56 | 1.868 | 1.151 | 83.66 |
TM-A10-AA-2 | 6.67 | 19.94 | 0.818 | 0.323 | 0.823 | 0.204 | 1.647 | 0 | 0.745 | 1.022 | 0.595 | 155.73 |
TM-A0-AA-3 | 6.58 | 30.46 | 1.193 | 0.406 | 1.156 | 0.418 | 2.695 | 0 | 1.427 | 1.567 | 1.113 | 123.95 |
TM-A10-AA-3 | 6.67 | 14.31 | 0.668 | 0.228 | 0.634 | 0.133 | 1.106 | 0 | 0.749 | 1.009 | 0.542 | 93.11 |
TM-A0-AA-4 | 6.74 | 37.52 | 1.445 | 0.399 | 0.06 | 0.19 | 3.76 | 0 | 2.651 | 1.549 | 1.333 | 168.36 |
TM-A10-AA-4 | 6.85 | 20.05 | 1.021 | 0.288 | 0.968 | 0.221 | 1.641 | 0 | 1.155 | 0.948 | 0.566 | 141.41 |
TM-A0-AA-5 | 7.36 | 38.37 | 1.406 | 0.436 | 1.112 | 0.23 | 4.59 | 0 | 3.168 | 2.19 | 1.5 | 231.5 |
TM-A10-AA-5 | 6.69 | 20.53 | 0.732 | 0.318 | 0.726 | 0.195 | 1.926 | 0 | 1.121 | 0.955 | 0.413 | 133.25 |
TM-A0-AA-6 | 6.88 | 71.9 | 1.54 | 0.68 | 0.31 | 0.64 | 7.946 | 0 | 7.232 | 6.563 | 3.323 | 172.05 |
TM-A10-AA-6 | 6.67 | 22.62 | 0.763 | 0.243 | 0.823 | 0.224 | 2.027 | 0 | 1.652 | 1.714 | 0.682 | 143.04 |
Appendix C
Global | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Na+ | NH4+ | K+ | Mg2+ | Ca2+ | Cl− | NO3− | SO42− | HCO3− | H+ | ||
Spearman Rho | Na+ | 1.00 | 0.38 | 0.928 ** | 0.50 | 0.49 | 0.03 | 0.14 | 0.41 | 0.70 | −0.55 |
NH4⁺ | 1.00 | 0.43 | 0.12 | 0.37 | 0.49 | −0.14 | −0.20 | 0.03 | −0.09 | ||
K+ | 1.00 | 0.75 | 0.77 | 0.37 | 0.43 | 0.64 | 0.829 * | −0.77 | |||
Mg2+ | 1.00 | 0.899 * | 0.70 | 0.870 * | 0.882 * | 0.928 ** | −0.986 ** | ||||
Ca2+ | 1.00 | 0.829 * | 0.66 | 0.72 | 0.77 | −0.829 * | |||||
Cl− | 1.00 | 0.60 | 0.43 | 0.43 | −0.60 | ||||||
NO3− | 1.00 | 0.899 * | 0.71 | −0.886 * | |||||||
SO42− | 1.00 | 0.812* | −0.899 * | ||||||||
HCO3− | 1.00 | −0.943 ** | |||||||||
H+ | 1.00 | ||||||||||
No Acid | |||||||||||
Na+ | NH4+ | K+ | Mg2+ | Ca2+ | Cl− | NO3− | SO42− | HCO3− | H+ | ||
Spearman Rho | Na+ | 1.00 | −0.962 ** | 0.12 | −0.23 | −0.22 | 0.07 | 0.42 | 0.51 | −0.30 | 0.63 |
NH4+ | 1.00 | −0.25 | 0.16 | 0.25 | −0.01 | −0.48 | −0.50 | 0.49 | −0.782 * | ||
K+ | 1.00 | 0.854 * | 0.63 | 0.34 | 0.774 * | 0.42 | −0.04 | 0.48 | |||
Mg2+ | 1.00 | 0.842 * | 0.47 | 0.68 | 0.35 | 0.32 | 0.22 | ||||
Ca2+ | 1.00 | 0.811 * | 0.65 | 0.56 | 0.46 | −0.07 | |||||
Cl− | 1.00 | 0.72 | 0.807 * | 0.27 | 0.04 | ||||||
NO3− | 1.00 | 0.843 * | −0.07 | 0.65 | |||||||
SO42− | 1.00 | −0.16 | 0.51 | ||||||||
HCO3− | 1.00 | −0.57 | |||||||||
H+ | 1.00 | ||||||||||
Acid | |||||||||||
Na+ | NH4+ | K+ | Mg2+ | Ca2+ | Cl− | NO3− | SO42− | HCO3− | H+ | ||
Spearman Rho | Na+ | 1.00 | 0.68 | 0.857 * | 0.857 * | 1.000 ** | 0.68 | 0.29 | 0.18 | 0.61 | −1.000 ** |
NH4+ | 1.00 | 0.75 | 0.57 | 0.68 | 0.57 | 0.43 | 0.29 | 0.61 | −0.68 | ||
K+ | 1.00 | 0.929 ** | 0.857 * | 0.75 | 0.43 | 0.34 | 0.61 | −0.857 * | |||
Mg2+ | 1.00 | 0.857 * | 0.61 | 0.21 | 0.27 | 0.61 | −0.857 * | ||||
Ca2+ | 1.00 | 0.68 | 0.29 | 0.18 | 0.61 | −1.000 ** | |||||
Cl− | 1.00 | 0.46 | 0.13 | 0.61 | −0.68 | ||||||
NO3− | 1.00 | 0.865 * | 0.61 | −0.29 | |||||||
SO42− | 1.00 | 0.62 | −0.18 | ||||||||
HCO3− | 1.00 | −0.61 | |||||||||
H+ | 1.00 |
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Global | Acid | No Acid | ||||||
---|---|---|---|---|---|---|---|---|
Volume of sampled rain (mm) | 976.30 | Volume of sampled rain (mm) | 213.64 | Volume of sampled rain (mm) | 762.66 | |||
Annual volume per specimen (L) | 2.44 | Annual volume per specimen (L) | 0.53 | Annual volume per specimen (L) | 1.91 | |||
Total Volume (L) | 147.00 | Total Volume (L) | 33.00 | Total Volume (L) | 116.00 | |||
pH | 5.5 | pH | 4.9 | pH | 6.3 | |||
Compound | Mass (g) | Volume (mL) | Compound | Mass (g) | Volume (mL) | Compound | Mass (g) | Volume (mL) |
NH4NO3 | 0.5217 | Ca(NO3)2 | 0.4583 | CaCO3 | 0.9205 | |||
CaSO4 | 1.8231 | NaNO3 | 0.0177 | Ca(NO3)2 | 0.2657 | |||
MgCl2 | 0.0963 | Mg(NO3)2 | 0.0442 | CaCl2 | 0.0772 | |||
NaCl | 0.0433 | HCl | 0.0208 | MgCl2 | 0.0769 | |||
K2CO3 | 0.1032 | KCl | 0.0040 | KCl | 0.0143 | |||
H2SO4 (18.4 M) | 0.6879 | 0.378 | H2SO4 | 0.0087 | KNO3 | 0.0149 | ||
NH4OH (14 M) | 0.2458 | 0.061 | NH4NO3 | 0.0002 | NaNO2 | 0.0098 | ||
H2SO4 (18.4 M) | 0.7259 | 0.399 | H2SO4 (18.4 M) | 1.4365 | 0.789 | |||
NH4OH (14 M) | 0.2593 | 0.065 | NH4OH (14 M) | 0.5132 | 0.128 |
Year | T average (°C) | RH (%) | Wind Speed (m/s) | Wind Direction (°) |
---|---|---|---|---|
2014 | 17.3 | 52.0 | 2.1 | 326.3 |
2015 | 17.2 | 58.5 | 2.1 | 326.3 |
2016 | 17.3 | 54.9 | 2.2 | 326.3 |
2017 | 17.6 | 52.3 | 2.1 | 326.3 |
2018 | 17.5 | 55.6 | 2.1 | 326.3 |
2019 | 18.5 | 51.1 | 2.1 | 326.3 |
Mean | 17.6 | 54.1 | 2.1 | 326.3 (NW) |
Group of Wet Atmospheric Deposition | Year | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | Total |
---|---|---|---|---|---|---|---|---|
Global | Samples | 37 | 22 | 24 | 20 | 24 | 25 | 152 |
Volume (mm) | 1965 | 710 | 774 | 686 | 768 | 955 | 5858 | |
No Acid | Samples | 10 | 6 | 3 | 0 | 3 | 2 | 24 |
Volume (mm) | 809 | 203 | 103 | 0 | 68 | 99 | 1282 | |
Acid | Samples | 27 | 16 | 21 | 20 | 21 | 23 | 128 |
Volume (mm) | 1157 | 508 | 670 | 686 | 700 | 856 | 4576 |
Group of Wet Atmospheric Deposition | Global | Acid | No Acid |
---|---|---|---|
Ion | xw(μEq/L) | xw (μEq/L) | xw (μEq/L) |
[H+] | 4 | 0 | 4 |
[Na+] | 5 | 3 | 3 |
[NH4+] | 98 | 42 | 56 |
[K+] | 3 | 1 | 1 |
[Mg2+] | 3 | 2 | 1 |
[Ca2+] | 45 | 25 | 19 |
[F−] | 1 | 0 | 0 |
[Cl−] | 10 | 3 | 7 |
[NO3−] | 45 | 19 | 27 |
[SO42−] | 69 | 26 | 43 |
[HCO3−] | 29 | 22 | 6 |
[NO2−] | 1 | 0 | 0 |
Weighted pH | 5.5 | 4.9 | 6.6 |
Uncertainty: ±0.56 μEq/L for Cl−; ±0.32 μEq/L for NO3−; ±0.42 μEq/L for SO42−; ±0.51 μEq/L for K+; ±0.87 μEq/L for Na⁺, ±1.11 μEq/L for NH4+; ±1.65 μEq/L for Mg2+; ±1.00 μEq/L for Ca2+. |
Before Treatment | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
Deposition Group | Saturation Mass (g) | Dry Mass (g) | Vop (cm³) | %OP | %WAC | |||||
Average | Std. Deviation | Average | Std. Deviation | Average | Std. Deviation | Average | Std. Deviation | Average | Std. Deviation | |
Global | 79.4481 | 12.2473 | 76.4481 | 13.3462 | 3.0000 | 0.7538 | 6.63% | 1.61% | 4.01% | 1.04% |
No Acid | 80.9924 | 19.4507 | 78.8626 | 21.1188 | 2.1298 | 0.7080 | 4.63% | 1.47% | 2.83% | 1.14% |
Acid | 67.7868 | 10.3265 | 66.3994 | 11.5237 | 1.3874 | 0.2749 | 3.61% | 0.88% | 2.19% | 0.74% |
After treatment | ||||||||||
Deposition group | Saturation mass (g) | Dry mass (g) | Vop (cm³) | %OP | %WAC | |||||
Average | Std. Deviation | Average | Std. Deviation | Average | Std. Deviation | Average | Std. Deviation | Average | Std. Deviation | |
Global | 78.8962 | 13.5179 | 76.3889 | 13.3556 | 2.5073 | 0.6480 | 5.54% | 1.38% | 3.34% | 0.82% |
No Acid | 81.0465 | 21.3526 | 78.8395 | 21.1252 | 2.2071 | 0.7062 | 4.80% | 1.47% | 2.92% | 1.08% |
Acid | 67.8375 | 11.3111 | 66.3547 | 11.5215 | 1.4828 | 0.2568 | 3.86% | 0.85% | 2.34% | 0.74% |
Mass | |||||
Deposition group | W | p | Distribution | ||
Shapiro–Wilk test | Global | 0.9199 | 0.5050 | Normal | |
No Acid | 0.9074 | 0.4193 | Normal | ||
Acid | 0.9562 | 0.7897 | Normal | ||
Deposition group | t | p | Average | ¿Significant difference? | |
t-Student’s test | Global | −6.9910 | 0.0009 | −0.0592 | Yes |
No Acid | −4.0123 | 0.0102 | −0.0232 | Yes | |
Acid | −9.6010 | 0.0002 | −0.0447 | Yes | |
Water Absorption Capacity (WAC) | |||||
W | p | Distribution | |||
Shapiro–Wilk test | Global | 0.9331 | 0.6045 | Normal | |
No Acid | 0.9652 | 0.8585 | Normal | ||
Acid | 0.9322 | 0.5972 | Normal | ||
t | p | Average | ¿Significant difference? | ||
t-Student’s test | Global | −4.3033 | 0.0077 | −0.007 | Yes |
No Acid | 1.7229 | 0.1455 | 0.0009 | No | |
Acid | 3.5813 | 0.0159 | 0.0015 | Yes | |
Open Porosity (OP) | |||||
Deposition group | W | p | Distribution | ||
Shapiro–Wilk test | Global | 0.9218 | 0.5181 | Normal | |
No Acid | 0.9586 | 0.8090 | Normal | ||
Acid | 0.9516 | 0.7532 | Normal | ||
Deposition group | t | p | Average | ¿Significant difference? | |
t-Student’s test | Global | −4.7085 | 0.0053 | −0.0110 | Yes |
No Acid | 1.9707 | 0.1058 | 0.0017 | No | |
Acid | 3.2627 | 0.0224 | 0.0025 | Yes |
Group of Wet Atmospheric Deposition | Dry Mass Difference | Wet Mass Difference |
---|---|---|
Global | ||
No Acid | ||
Acid |
Years of Precipitation Simulated | Blank | G1 | G2 | G3 | G4 | G5 | G6 |
---|---|---|---|---|---|---|---|
0 | N | A | N | A | A | N | N |
2 | N | N | A | A | N | N | N |
4 | N | A | N | A | A | A | A |
6 | N | N | N | N | N | N | N |
8 | N | A | A | A | A | N | A |
10 | N | A | A | A | N | N | A |
Years of precipitation simulated | Blanks | N1 | N2 | N3 | N4 | N5 | N6 |
0 | N | N | A | A | A | N | N |
2 | N | A | N | N | N | N | N |
4 | N | A | N | N | N | N | N |
6 | A | A | A | A | A | A | A |
8 | N | N | N | N | N | N | N |
10 | N | A | A | N | N | N | N |
Years of precipitation simulated | Blanks | A1 | A2 | A3 | A4 | A5 | A6 |
0 | N | A | A | N | N | N | A |
2 | A | N | N | N | N | N | N |
4 | N | N | N | N | N | N | N |
6 | A | N | N | N | N | A | A |
8 | N | N | N | N | N | N | N |
10 | N | N | A | N | N | N | N |
Deposition Group | Years of Accelerated Weathering | ¿Significant Difference? | Samples | Ion Concentration Change |
---|---|---|---|---|
Global | 0 | Alternative hypothesis | G1, G3, G4 | Increased all ions, except NH4+, which diminishes. Na+ doubled |
Null hypothesis | G2, G5, G6 | |||
2 | Alternative hypothesis | G2, G3 | Increased all ions, especially Ca2+ and HCO₃− | |
Null hypothesis | G1, G4, G5, G6 | Slight increase in Ca2+, Cl− | ||
4 | Alternative hypothesis | G1, G3, G4, G5, G6 | Increase Ca2+, NH4+, SO42−, HCO₃− | |
Null hypothesis | G2 | Slight increase in concentration overall | ||
6 | Alternative hypothesis | 0 | - | |
Null hypothesis | G1, G2, G3, G4, G5, G6 | Slight increase in NH4+, Ca2+, NO3−, SO42− reduced K+, Cl−, HCO3− | ||
8 | Alternative hypothesis | G1, G2, G3, G4, G6 | Slight increase NH4+, Mg2+, Cl−. Large increase NO3−, SO42−, Ca²⁺ | |
Null hypothesis | G5 | Slight increase NH4+, Ca2+, HCO3− large increase NO3−, SO42−, decrease Cl− | ||
10 | Alternative hypothesis | G1, G2, G3, G6 | Slight increase in all ions | |
Null hypothesis | G4, G5 | A slight decrease in SO42−, increase in the rest of the ions | ||
No Acid | 0 | Alternative hypothesis | N1 | Slight decrease in K+, NH4+, Mg2+. Increase Ca²⁺, HCO3− |
Null hypothesis | N2, N3, N4, N5, N6 | Increase K+, Ca2+, Cl−, NO3−, SO42−, HCO3−. Decrease NH4+ | ||
2 | Alternative hypothesis | N1 | Increase overall, especially in K+, HCO₃− | |
Null hypothesis | N2, N3, N4, N5, N6 | General increase, especially higher in Ca2+, K+, HCO3− | ||
4 | Alternative hypothesis | N1 | Slight increase overall, especially higher in HCO3− | |
Null hypothesis | N2, N3, N4, N5, N6 | Slight decrease NO3−, SO42−. Mild increase in the rest. | ||
6 | Alternative hypothesis | N6 | Slight increase overall, especially higher in Ca2+, HCO3− | |
Null hypothesis | 0 | - | ||
8 | Alternative hypothesis | 0 | - | |
Null hypothesis | N6 | Slight decrease in Cl−, amild increase in Ca2+ | ||
10 | Alternative hypothesis | N1, N2 | Slight increase Ca2+ | |
Null hypothesis | N3, N4, N5, N6 | Slight increase Ca2+ | ||
Acid | 0 | Alternative hypothesis | A1, A2, A6 | Increase Na+, K+, Cl−, SO42−. Ca2+ concentration duplicated. Slight decrease NH4+ |
Null hypothesis | A3, A4, A5 | Slight increase in K+, Ca2+, Cl− | ||
2 | Alternative hypothesis | 0 | - | |
Null hypothesis | A1, A2, A3, A4, A5, A6 | Slight increase in K+, Ca2+, Cl− | ||
4 | Alternative hypothesis | 0 | - | |
Null hypothesis | A1, A2, A3, A4, A5, A6 | Not a clear trend | ||
6 | Alternative hypothesis | A5, A6 | Slight increase in NO3−, HCO3−. Na+, K+, Ca2+, Cl− more than doubled | |
Null hypothesis | A1, A2, A3, A4 | Mild increase Na+, K+, Ca²+, Cl−, NO3−. Slight decrease overall. | ||
8 | Alternative hypothesis | - | ||
Null hypothesis | A1, A2, A3, A4, A5, A6 | Mild decrease Na⁺, NH4+. Slight increase Ca2+, Cl− | ||
10 | Alternative hypothesis | A2 | Increase Na+, K+. Concentrations of Ca2+, Cl− more than doubled | |
Null hypothesis | A1, A3, A4, A5, A6 | Not a clear trend |
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Urbina Leonor, L.M.; Sosa Echeverría, R.; Alarcón Jiménez, A.L.; Solano Murillo, M.; Velasco Herrera, G.; Perez, N.A. Quantifying Decay Due to Wet Atmospheric Deposition on Basalt. Materials 2023, 16, 5644. https://doi.org/10.3390/ma16165644
Urbina Leonor LM, Sosa Echeverría R, Alarcón Jiménez AL, Solano Murillo M, Velasco Herrera G, Perez NA. Quantifying Decay Due to Wet Atmospheric Deposition on Basalt. Materials. 2023; 16(16):5644. https://doi.org/10.3390/ma16165644
Chicago/Turabian StyleUrbina Leonor, Luis Miguel, Rodolfo Sosa Echeverría, Ana Luisa Alarcón Jiménez, Mónica Solano Murillo, Graciela Velasco Herrera, and Nora A. Perez. 2023. "Quantifying Decay Due to Wet Atmospheric Deposition on Basalt" Materials 16, no. 16: 5644. https://doi.org/10.3390/ma16165644