1. Introduction
Concern for the environment has led to initiatives and changes in regulatory frameworks worldwide and especially in Europe. The need to manage growing amounts of organic waste (biowaste) resulted in a renewed interest in the aerobic biological processing. The availability of biodegradable waste and its particular presorted types continues to grow, and includes, inter alia, food and kitchen waste, garden waste, agricultural waste and sewage sludge [
1]. Moreover, industrial waste (e.g., from papermaking processes) is also treated at full-scale composting plants.
The first large-scale European composting plants in the 1970s and 1980s, treated mainly unsorted municipal solid waste (MSW). Since then, major process improvements have been implemented [
2]. In 2019, the European countries used composting as the predominant waste treatment method, and 60% of the total biowaste weight was treated in ~3,400 facilities [
3]. The new generation of composting plants has been managed with higher standards, including ‘best available technologies’ (BAT) [
4]. One such standard requires hermitisation (i.e., enclosing compost piles indoors) to better control the process, improve the quality of the final product, and manage local emissions of odours and gaseous pollutants. However, hermitisation of composting raises concerns about the occupational health and safety for workers, due to emissions and accumulation of toxic gases, and inhalation exposure.
The composting process is a source of air pollutants, such as H
2S, SO
2, NH
3, dust, odours, volatile organic compounds (VOCs), endotoxins produced by bacteria, protozoan parasites and allergic fungi [
5]. Toxic air pollutants are generated during various compost process stages, and in addition to the management operations including storage, sorting, grinding and turning [
6].
One of the least known toxic gases emitted from composting is carbon monoxide (CO). CO is classified as a major ambient air pollutant which has immediate negative effects on human health and life. Emerging body of research has shown CO presence during composting of the undersize fraction of municipal waste, agricultural waste, green waste or fruit and vegetables [
7,
8,
9,
10,
11,
12]. However, it is worth emphasizing, that the research conducted to date on CO production during composting concerned its distribution
within the composted material [
7,
8,
13]; the literature does not provide information on net CO emissions
from the pile surface into air above.
To date, modelling of CO production during composting in a lab-scale closed reactor has shown that the CO concentration can reach 36.1% without ventilation and 3.2% when accumulated process gas is released daily [
14]. If scaled up, such CO concentrations would greatly exceed the acceptable inhalation exposure limits established by the World Health Organization (WHO), set at a peak CO concentration of 90 ppm for 15 min of physical work [
15]. In general, CO concentration of 100 ppm causes a headache, while further symptoms (e.g., nausea, dizziness, general malaise) emerge at 200-300 ppm [
16]. Monitoring the CO exposure is, therefore, important as health effects can be misdiagnosed for other ailments, such as influenza or food poisoning [
17]. The chronic CO inhalation at a lower concentrations can adversely affect the respiratory, circulatory and nervous systems [
18].
To date, the extent to which composting plant workers are at risk due to CO inhalation is not known and more research is needed. Measurement of CO emissions from large compost piles is challenging due to inherent spatial and temporal variability. The static flux chamber method is the commonly used for measuring gas emissions from large surfaces. Originally derived from soil gas emissions studies, flux chamber method was adapted for anthropogenic emissions sources. The method is based on the use of static (non-flow-through) chambers [
19]. For static chamber method, the increasing gas concentration as a function of time is used to back-calculate flux from the enclosed surface [
20], as demonstrated for the flux of greenhouse gases such as N
2O, CH
4 or CO
2 from soil [
21]. In this research, the static flux chamber method was used for the operational simplicity needed for measurements at a large-scale plant.
Building on the research on CO production inside compost piles and aiming to bridge the knowledge gap in actual CO emissions from compost, we measured CO net emissions from surfaces of composted biowaste into air. To our knowledge, the CO net emissions assessment at large-scale composting plants was completed for the first time. This research was motivated by the need to assess the occupational risk of CO inhalation at composting plants and, if warranted, evaluate the need to implement the necessary safety measures. For this purpose, CO flux from compost piles was measured at two composting plants, one of which implemented current BAT guidelines for hermetisation. Effects of composting plant type (outdoors vs. enclosed indoors/hermetised) and compost pile turning were studied. Measured fluxes were used for modelling of potential occupational exposure to CO emissions.
4. Discussion
To date, only a few studies focused on the CO production during waste composting; all were targeted on CO inside piles. Here, data of CO net emission from compost piles is shown for the first time. The comparison of process-based CO emissions for ‘before’ and ‘after’ compost turning is important both in terms of occupational safety, and for improved inventory of CO sources in local and regional air quality.
Regarding the occupational safety, the topic of CO emissions accumulation in enclosed spaces is rarely discussed in the context of waste management. Related studies were conducted mainly in relation to the storage of wheat, rape, wood pellets or during the processing of such materials, e.g., wood drying, in rooms similar in nature to closed composting halls [
28,
29]. For the first two, emission factors reached up to 200 mg CO‧ton
-1 (rape) and 9 mg CO‧ton
-1 (wheat grain) per day. Moreover, the recorded CO levels in the storage and processing of wood materials exceeded the permissible values for warehouses [
30].
According to the study conducted here, the CO accumulation in hermetised compost halls should also be of concern. Based on emissions modelling, averaged CO level before turning reached nearly 30 mg CO‧m
-3, and after – more than 80 mg CO‧m
-3, with single values exceeding 50 and 100 mg CO‧m
-3, respectively. According to WHO guidelines, the 30 mg CO‧m
-3 should not be exceeded during 1-h work and 100 mg CO‧m
-3 during 15 min of moderate physical activity [
31]. This is important because of the toxic CO impact on human health. Prolonged exposure to CO causes the formation of carbohydrate hemoglobin (COHb) due to the higher affinity of CO for hemoglobin compared to O
2 [
31].
The
duration of the high CO concentrations in hermitised plans is also important in the context of the exposure of composting plant workers. Composting facilities often work continuously with three 8-h shifts. A typical worker repeats scheduled turning of piles over entire shift, and thus, may be exposed to increased CO emissions throughout the entire 8 h of work. The initial phase of exposure to CO starts with the first pile turning. COHb concentration increases rapidly at the beginning of exposure to a constant CO concentration [
31]. Stabilization takes place after 3 h, and the steady state, when the CO concentration in alveolar breath and ambient air is ~equal, is achieved after 6-8 h, i.e., practically during one work shift in a closed composting hall [
32]. Moreover, high CO levels may be present in closed halls for a longer period, even several months during cool season when the ventilation is low. During the research on emissions from wood pellets, the CO concentration was equal to 21 mg‧m
-3 even after 3 months from the beginning of storage of this raw material [
30]. This is particularly important due to the fact that long-term exposure to lower CO levels results in much greater health impact than short-term exposure to high concentrations of this gas. The health consequences of chronic CO exposure include, inter alia, heart failure, asthma, stroke, tuberculosis, pneumonia, cognitive memory deficits or sensorimotor changes [
15]. Human activity level during exposure to CO is also important. Considering that compost plan workers of the composting plants sometimes handle waste manually, it should be taken into account that in combination with long shifts in hermetised environment with high levels of CO and potentially other highly toxic gases such as H
2S, and moderate-to-high activity (and therefore inhalation rate) pose synergistically elevated risks.
Moreover, the CO levels may increase again during composting with increasing ambient temperature [
30]. The peaks of higher CO concentration were observed after 100 days from the start of the process, when the temperature reached 80 °C [
27]. This means that in the context of exposure of workers to the negative effects of CO, monitoring should be carried out throughout the process, not only in its initial stage. In addition, it is possible that piles originally considered as ‘safe’ (with lower CO net emissions), such as those processed outdoor in Plant B, when moved to a composting hall with more favourable thermal conditions, may again exhibit higher CO emissions.
Taking into account the spatial variability of gaseous emissions from compost piles, the CO gradient distribution indicates that its level is higher in top of the piles [
27]. This is confirmed by the observations made for hermetised Plant A, where ~1.2x higher CO fluxes, both before and after turning, were measured at the top of piles. A similar situation was also noted during the storage of wood pellets [
30]; the highest values, significantly exceeding the permissible levels of CO emissions, were recorded at the top of the pile. It was also noted in case of other pollutants emission, such as VOCs and N
2O [
27,
33]. This tendency is related to the so-called ‘chimney effect’ in the pile, which is caused by the temperature profile within the material and occurs as a result of convection [
33,
34]. In this way, the warmer gas migrates from the core of the pile due to buoyancy leaves it through the top, while the cooler air enters the sides of the pile, close to the ground [
35]. The chimney effect was observed in this research for CO emissions from the pile. This is important from occupational safety of plant employees who work with pile levelling. Additionally, CO, being slightly lighter than air, rises in the enclosed hall and accumulates in its upper part [
15]. Thus, high-off-the-ground cabin location of common machinery (excavators, turners, or shredders) may result in greater risk to operators exposure to CO emitted from the top of the piles. On the other hand, the chimney effect was not noted in the case of open piles in Plant B, where the higher average CO flux occurred on the left side of the pile. This may be related to the influence of external conditions, such as wind direction. This is confirmed by research conducted by [
27], who explain the asymmetric distribution of process gases in the pile with higher pressure and pore gas dilution in the area of the pile not sheltered from the wind.
It should be emphasized that compost can not only be a ‘source’ but also a ‘sink’ of CO, which in hermetised plant occurred in 5% of flux measurement locations. Emerging evidence have shown that CO production during composting has a twofold character and is based on (1) the activity of microorganisms (biotic CO production), and on (2) thermochemical processes dependent on temperature and O
2 concentration (abiotic CO production) [
9]. Furthermore, when the CO production is biotic, net CO emission is the result of the CO formation by bacteria and its metabolism (microbial oxidation); the enzyme carbon monoxide dehydrogenase (CODH) plays a key role controlling both processes [
36]. The same situation was observed with soils [
36]; early research dating back to the 1970s identified soils not only as a CO producers, but also as the main sinks of atmospheric CO [
37]. The nature of CO uptake is mainly based on microbial activity, as confirmed by studies of autoclaved soil and the use of antibiotics [
37,
38,
39]. For this reason, CO consumption is also limited by the concentration – an increased level of CO can inhibit the metabolism of bacteria. An important element of the biotic CO uptake studied for soils is also the fact that these processes occurred under both aerobic and anaerobic conditions [
38]. This issue becomes important in the context of studies on aerobic and anaerobic bacteria functioning in an environment with >1% CO concentration, which use the enzyme carbon monoxide dehydrogenase (CODH) to metabolize CO [
40]. Due to the bidirectional activity of this enzyme, enabling the reversible process of CO oxidation to CO
2, it can be hypothesized that, apart from bacteria that only produce/consume CO, there are also strains that carry out both of these processes. The responsibility of microorganisms for ‘CO sinks’ in composting piles in this research may also affect the spatial distribution of spots with negative CO fluxes. About 78% of them occurred on both sides of the piles, creating chimney effect of CO uptake on the pile sides and emission of CO from the top of the pile. Since CO and O
2 concentration were positive correlated, this effect could be caused by the transfer of aerobic CO-metabolizing microorganisms from sites with less nutrient availability to areas with higher O
2 concentration and decomposable OM content.
The second aspect of this study, i.e., the determination of CO net emission factors from open and hermetised piles before and after turning (
Table 5) is needed for atmospheric air quality modelling and CO source inventories. Open yard Plant B had a much lower CO emission potential compared with hermetised Plant A. However, according to the research conducted by [
30], the outdoor composted material emits most of the gases in warm season. The authors associated this with the close correlation of CO concentration and temperature, which is especially visible in thermophilic conditions [
30]. During present study, CO fluxes from open piles were estimated in winter, when the ambient temperatures were low. It is also worth noting that no statistically significant correlation between CO concentration and temperature was observed. However, it should be remembered that the dependence of CO production on temperature refers to the thermal conditions
inside the composted material [
8]. The temperature measured in these studies prevailed in flux chamber headspace, i.e., directly above the pile. Considering the ambient conditions (low temperatures in winter), it can be assumed that the temperature in the flux chamber correspond to the conditions under which CO was
net emitted.
5. Conclusions and recommendations
Research on CO net emissions from biowaste composting on industrial scale has shown its dependence on turning and plant type (open yard vs. hermetised). Higher CO net emission rates were observed for piles located in an enclosed composting hall, separated from ambient conditions (23.25 and 69.38 mg CO‧m-2‧h-1 before and after turning, respectively). In each of the analyzed cases, maximum CO emissions occurred after compost turning. The areas with increased CO emissions for hermetised piles were the tops with ‘CO sinks’ spots on the sides, showing the ‘chimney effect’ of CO distribution. Modelling of CO emissions during 1-h of work in a closed hall has shown that it can reach max. ~50 mg CO∙m-3 (59 ppm) before turning, and >115 mg CO∙m-3 (135 ppm) after, exceeding the WHO thresholds for an 1-h and 15-min exposures, respectively.
The results show that due to the nature of work in composting plants (operating machine with cabins high above ground, occasional manual labour, 8-h shifts), personal protective equipment should be implemented for workers exposed to CO emissions (e.g., personal CO detectors, appropriate breathing masks with filters). This is especially important for people working with biowaste turning or manual levelling on top of piles. Additionally, it is recommended that the time spent in the closed composting hall be shortened to a minimum and limiting activities to moderate physical effort. Access to composting halls should be limited only to authorized persons, equipped with appropriate safety equipment, and following protocols. Automating turning and eliminating workers exposure could be developed and implemented to the composting practice. Due to the CO tendency to accumulate in the upper part of halls, it is also recommended to install alarms, especially above compost piles. Since CO emissions are variable and may increase with the temperature, reaching several peaks throughout the process, it is recommended to monitor it continuously throughout the composting process, not only in its initial stage. Engineering design should consider adequate ventilation for operations involving human operators.
Since this study has shown that compost can be considered not only as a ‘producer’, but also as a ‘sink’ of CO, based on studies on CO consumption conducted for soils, it can be hypothesized that during bio-waste composting aerobic and anaerobic bacteria are responsible for the CO uptake, possibly using the CODH enzyme to metabolize CO. Further research identifying the mechanisms of biotic CO uptake should be conducted as a future strategy for CO emission mitigation.
Figure 1.
Flux chamber sampling of CO emissions: (a) cross-sectional schematic, 1 – flux chamber, 2 – valves, 3 – thermocouple, 4 – purification filter, 5 – silicon tube, 6 – gas analyser, 7 – composting pile; (b) flux chamber enclosing emitting surface of a green waste pile in hermetised composting Plant A.
Figure 1.
Flux chamber sampling of CO emissions: (a) cross-sectional schematic, 1 – flux chamber, 2 – valves, 3 – thermocouple, 4 – purification filter, 5 – silicon tube, 6 – gas analyser, 7 – composting pile; (b) flux chamber enclosing emitting surface of a green waste pile in hermetised composting Plant A.
Figure 2.
The top view of composting pile with the location of flux chamber placement for CO emissions measurements. Locations D1, D4, and D7 represent left side of the pile; D2, D5, and D8 – pile tops, while D3, D6, and D9 represent pile right side.
Figure 2.
The top view of composting pile with the location of flux chamber placement for CO emissions measurements. Locations D1, D4, and D7 represent left side of the pile; D2, D5, and D8 – pile tops, while D3, D6, and D9 represent pile right side.
Figure 3.
Compost properties for piles 1-4 in Plant A (hermitised, A1-A4) and Plant B (open yard, B1-B6): (a) dry matter content, %; (b) organic dry matter content, % D.M.; (c) respiratory activity AT4, mg O2·g DM-1.
Figure 3.
Compost properties for piles 1-4 in Plant A (hermitised, A1-A4) and Plant B (open yard, B1-B6): (a) dry matter content, %; (b) organic dry matter content, % D.M.; (c) respiratory activity AT4, mg O2·g DM-1.
Table 1.
Experiment matrix for CO emissions measurements from biowaste compost.
Table 1.
Experiment matrix for CO emissions measurements from biowaste compost.
Pile # |
Age of the pile (weeks) |
Compost Substrates |
Emissions measurements series (per pile) |
Season |
Location (indoors/outdoors) |
Plant A |
1 |
2 |
Grass (80%), branches and wood (5%), sewage sludge (15%) |
2 |
Autumn (Sep-Oct, 2021) |
Enclosed hall (hermetised) |
2 |
2 |
3 |
3 |
3 |
3 |
4 |
4 |
2 |
Plant B |
1 |
8 |
Green waste from backyards and parks |
1 |
Winter (Feb, 2022) |
Open yard |
2 |
8 |
1 |
3 |
6 |
1 |
4 |
4 |
1 |
5 |
3 |
1 |
6 |
3 |
Undersize fraction of municipal waste (<80 mm) |
1 |
Table 2.
Spatial distribution of CO flux (Q) from compost piles in hermetised plant (Plant A) before and after turning.
Table 2.
Spatial distribution of CO flux (Q) from compost piles in hermetised plant (Plant A) before and after turning.
Pile # |
Measurement series |
Turning |
CO flux from measurement locations D1-D9 on compost pile (Q), mg‧m-2‧h-1
|
Avg. CO flux, mg‧m-2‧h-1
|
LEFT SIDE |
TOP |
RIGHT SIDE |
D1 |
D4 |
D7 |
D2 |
D5 |
D8 |
D3 |
D6 |
D9 |
1 |
1 |
Before |
13.22 |
-5.22 |
-0.78 |
12.34 |
7.67 |
9.22 |
10.89 |
11.78 |
3.22 |
6.93 ± 6.47 |
After |
135.13 |
2.33 |
-5.33 |
194.92 |
-2.11 |
-4.89 |
136.80 |
1.78 |
1.78 |
51.16 ± 80.22 |
2 |
Before |
33.34 |
20.67 |
19.23 |
12.34 |
26.23 |
16.00 |
28.56 |
15.34 |
19.00 |
21.19 ± 6.85 |
After |
75.35 |
68.12 |
37.45 |
59.12 |
33.34 |
38.12 |
59.12 |
67.57 |
31.45 |
52.18 ± 17.04 |
2 |
1 |
Before |
9.89 |
9.56 |
0.33 |
20.67 |
37.12 |
6.33 |
11.00 |
6.78 |
0.11 |
11.31 ± 11.46 |
After |
142.47 |
-1.78 |
-3.78 |
350.28 |
86.46 |
1.00 |
188.37 |
3.00 |
-2.00 |
84.89 ± 123.05 |
2 |
Before |
10.45 |
10.56 |
9.67 |
53.56 |
27.56 |
15.11 |
13.89 |
16.67 |
17.67 |
19.46 ± 13.90 |
After |
17.89 |
44.01 |
12.67 |
90.57 |
15.67 |
28.78 |
26.89 |
41.34 |
20.56 |
33.15 ± 24.13 |
3 |
Before |
50.45 |
37.56 |
22.11 |
59.68 |
77.35 |
15.11 |
54.23 |
38.90 |
17.56 |
41.44 ± 20.99 |
After |
87.57 |
100.46 |
37.12 |
79.24 |
72.68 |
48.56 |
75.79 |
78.24 |
38.90 |
68.73 ± 22.15 |
3 |
1 |
Before |
27.89 |
43.12 |
74.24 |
33.23 |
37.01 |
39.01 |
41.90 |
31.67 |
49.90 |
42.00 ± 13.78 |
After |
110.35 |
99.69 |
120.13 |
160.81 |
47.34 |
55.79 |
108.35 |
86.24 |
79.79 |
96.50 ± 34.45 |
2 |
Before |
11.34 |
19.67 |
28.00 |
18.00 |
33.01 |
22.78 |
-1.00 |
11.34 |
25.34 |
18.72 ± 10.31 |
After |
43.79 |
61.57 |
83.90 |
36.78 |
84.79 |
91.13 |
44.79 |
66.90 |
69.01 |
64.74 ± 19.74 |
3 |
Before |
5.56 |
18.56 |
15.89 |
8.45 |
0.04 |
24.56 |
15.89 |
13.67 |
15.00 |
13.07 ± 7.33 |
After |
15.34 |
48.79 |
78.12 |
13.22 |
72.68 |
158.81 |
16.34 |
54.68 |
76.68 |
59.41 ± 45.79 |
4 |
1 |
Before |
35.67 |
20.67 |
26.67 |
35.12 |
20.61 |
25.23 |
46.34 |
14.56 |
23.67 |
27.62 ± 9.76 |
After |
59.57 |
127.80 |
92.46 |
61.68 |
129.47 |
81.57 |
55.90 |
110.69 |
108.13 |
91.92 ± 28.89 |
2 |
Before |
1.78 |
24.00 |
61.23 |
77.68 |
19.03 |
11.34 |
5.89 |
20.89 |
55.23 |
30.79 ± 27.03 |
After |
68.01 |
76.12 |
93.79 |
109.02 |
102.13 |
106.80 |
78.24 |
84.35 |
101.91 |
91.15 ± 14.92 |
Avg. CO flux, mg‧m-2‧h-1
|
Before |
21.05 ± 18.16 |
26.71 ± 19.37 |
21.20 ± 15.58 |
|
After |
64.30 ± 42.95 |
80.13 ± 70.60 |
63.72 ± 43.28 |
Table 3.
Spatial distribution of CO flux (Q) from compost piles in open-yard plant (Plant B) before and after turning.
Table 3.
Spatial distribution of CO flux (Q) from compost piles in open-yard plant (Plant B) before and after turning.
Pile # |
Turning |
CO flux from measurement locations D1-D9 on compost pile (Q), mg‧m-2‧h-1
|
Avg. CO flux, mg‧m-2‧h-1
|
LEFT SIDE |
TOP |
RIGHT SIDE |
D1 |
D4 |
D7 |
D2 |
D5 |
D8 |
D3 |
D6 |
D9 |
1 |
Before |
1.56 |
0.44 |
2.22 |
0.78 |
0.44 |
1.56 |
0.44 |
0.33 |
0.78 |
0.95 ± 0.67 |
After |
3.78 |
1.56 |
2.22 |
6.89 |
3.11 |
1.56 |
8.00 |
1.89 |
0.78 |
3.31 ± 2.52 |
2 |
Before |
0.44 |
0.44 |
0.33 |
0.44 |
0.33 |
0.44 |
0.78 |
0.44 |
0.44 |
0.45 ± 0.13 |
After |
4.56 |
4.56 |
1.89 |
5.78 |
1.89 |
3.45 |
4.11 |
1.22 |
3.11 |
3.40 ± 1.51 |
3 |
Before |
0.33 |
0.44 |
0.44 |
0.33 |
1.22 |
1.22 |
0.33 |
0.44 |
0.44 |
0.58 ± 0.37 |
After |
12.78 |
6.67 |
8.89 |
4.22 |
11.0 |
6.33 |
11.22 |
7.22 |
2.89 |
7.91 ± 3.33 |
4 |
Before |
0.44 |
0.44 |
0.44 |
0.44 |
0.22 |
0.33 |
0.33 |
0.44 |
0.44 |
0.39 ± 0.08 |
After |
4.67 |
7.45 |
4.22 |
2.89 |
4.00 |
3.45 |
3.78 |
2.22 |
6.78 |
4.38 ± 1.72 |
5 |
Before |
0.44 |
0.33 |
0.44 |
0.44 |
1.00 |
0.33 |
0.33 |
0.44 |
0.44 |
0.47 ± 0.21 |
After |
4.56 |
6.56 |
3.45 |
3.78 |
4.67 |
7.00 |
8.11 |
3.45 |
3.22 |
4.98 ± 1.80 |
6 |
Before |
1.56 |
- |
- |
0.44 |
- |
- |
1.22 |
- |
- |
1.07 ± 0.57 |
After |
10.00 |
- |
- |
6.45 |
- |
- |
12.89 |
- |
- |
9.78 ± 3.23 |
Avg. CO flux, mg‧m-2‧h-1
|
Before |
0.67 ± 0.57 |
0.62 ± 0.41 |
0.50 ± 0.23 |
|
After |
5.49 ± 3.08 |
4.78 ± 2.38 |
5.06 ± 3.59 |
Table 4.
Summary of averaged CO fluxes for hermetised (Plant A) and open (Plant B) piles.
Table 4.
Summary of averaged CO fluxes for hermetised (Plant A) and open (Plant B) piles.
|
Average CO flux (Q), mg‧m-2‧h-1
|
|
Plant A (hermetised) |
Plant B (open) |
Before |
23.25 ± 17.75 |
0.60 ± 0.42 |
After |
69.38 ± 53.79 |
5.11 ± 3.01 |
Before/after ratio |
0.34 |
0.12 |
Before/after ratio range (min. – max) |
-5.37 – 6.62 |
0.03 – 1.00 |
Table 5.
Concentration of accumulated CO in the hall headspace during 1 h modelled for hermetised plant.
Table 5.
Concentration of accumulated CO in the hall headspace during 1 h modelled for hermetised plant.
Pile # |
Measurements series |
Concentration of accumulated CO in the hall headspace during 1 h |
Before turning |
After turning |
mg‧m-3
|
ppm |
mg‧m-3
|
ppm |
1 |
1 |
8.31 |
9.68 |
61.39 |
71.50 |
2 |
25.43 |
29.61 |
62.62 |
72.93 |
2 |
1 |
13.57 |
15.81 |
101.87 |
118.65 |
2 |
23.35 |
27.20 |
39.78 |
46.34 |
3 |
49.73 |
57.92 |
82.47 |
96.06 |
3 |
1 |
50.39 |
58.69 |
115.80 |
134.87 |
2 |
22.46 |
26.16 |
77.69 |
90.48 |
3 |
15.68 |
18.27 |
71.29 |
83.03 |
4 |
1 |
33.14 |
38.60 |
110.30 |
128.46 |
2 |
36.94 |
43.03 |
109.38 |
127.39 |
Average ± standard deviation |
27.90 ± 14.48 |
32.50 ± 16.86 |
83.26 ± 25.36 |
96.97 ± 29.53 |
Table 6.
Correlation between CO and other process gases and temperature in Plant A (hermetised) for a probability level of α=0,05; statistically significant correlation coefficients are marked in red, r – Pearson correlation coefficient.
Table 6.
Correlation between CO and other process gases and temperature in Plant A (hermetised) for a probability level of α=0,05; statistically significant correlation coefficients are marked in red, r – Pearson correlation coefficient.
|
|
|
CO |
|
|
|
Pile 1 |
Pile 2 |
Pile 3 |
Pile 4 |
Before turning |
CO2, % |
r |
0.18 |
0.55 |
0.64 |
0.86 |
p value |
0.463 |
0.003 |
0.000 |
0.000 |
O2, % |
r |
-0.071 |
0.15 |
-0.78 |
-0.87 |
p value |
0.778 |
0.468 |
0.000 |
0.000 |
Temperature, °C |
r |
-0.03 |
-0.4 |
0.85 |
-0.17 |
p value |
0.282 |
0.031 |
0.000 |
0.510 |
After turning |
CO2, % |
r |
0.91 |
0.64 |
0.85 |
0.37 |
p value |
0.000 |
0.000 |
0.000 |
0.136 |
O2, % |
r |
-0.91 |
-0.82 |
-0.78 |
-0.35 |
p value |
0.000 |
0.000 |
0.000 |
0.159 |
Temperature, °C |
r |
0.09 |
0.35 |
0.56 |
0.41 |
p value |
0.720 |
0.075 |
0.002 |
0.091 |
Table 7.
Correlation between CO and other process gases and temperature in Plant B (open) for a probability level of α=0,05; statistically significant correlation coefficients are marked in red, r – Pearson correlation coefficient, nd – no data.
Table 7.
Correlation between CO and other process gases and temperature in Plant B (open) for a probability level of α=0,05; statistically significant correlation coefficients are marked in red, r – Pearson correlation coefficient, nd – no data.
|
|
|
CO |
|
|
|
Pile 1 |
Pile 2 |
Pile 3 |
Pile 4 |
Pile 5 |
Pile 6 |
Before turning |
CO2, % |
|
nd |
O2, % |
|
Temperature, °C |
|
After turning |
CO2, % |
r |
-0.05 |
-0.10 |
-0.12 |
-0.01 |
0.03 |
nd |
p value |
0.905 |
0.804 |
0.751 |
0.989 |
0.946 |
O2, % |
r |
0.43 |
nd |
-0.25 |
-0.44 |
-0.56 |
p value |
0.244 |
0.520 |
0.233 |
0.113 |
Temperature, °C |
r |
-0.73 |
-0.08 |
0.53 |
-0.10 |
-0.20 |
0.71 |
p value |
0.027 |
0.838 |
0.143 |
0.808 |
0.610 |
0.499 |