Performance of the treatment system
Figure 2 presents the organic matter removal data in terms of BOD5 and COD in the two lagoons.
In Figure 2 (a) and (b), it can be observed that the average BOD5 removal values were greater than 90%, with a maximum removal of 94% in the two systems, which is in line with the literature that suggests that aerated lagoon systems can vary between 50-95% in the removal of BOD5 in effluent from the pulp and paper industry [25, 26].
In relation to COD, it can be observed that at both loading rates, there was removal varying between 40-60% during the 120 days of operation. In general, the removal level was similar to that obtained by [25] using the same volumetric organic loading rate employed in this research for an aerated facultative lagoon.
The TOC removal analysis had an average of 49% for the AFL with an OLR of 0.2 kgCODm−3d−1 and 41% removal for the one with an OLR of 0.6 kgCODm−3d−1. The results obtained at these loading rates were similar to the result obtained by [8] in an aerated facultative lagoon.
Figure 3 shows the data on the removal of specific compounds, namely: total phenolic compounds, lignin compounds, aromatic compounds, lignosulphonic compounds, in addition to the parameters of color and turbidity.
It is possible to observe in Figure 3 (a) that the TPC had an increase during the AFL treatment with an average of 26%, and in Figure 3 (b) there was a TPC removal of approximately 11%. Some studies with kraft effluent have shown an increase in total phenolic compounds in aerated biological systems [19, 25, 27–29].
In relation to the other specific compounds of the kraft pulp effluent, it was observed that the removal of lignin compounds was approximately 13% and 27% at the OLRs of 0.2 and 0.6 kgCODm−3d−1, respectively. For the aromatic compounds, the removal average was 16% and 18% at the OLRs of 0.2 and 0.6 kgCODm−3d−1, respectively. The lignosulphonic compounds had an average removal of 8% at both OLRs.
Possible increments of specific compounds derived from lignin in aerated lagoons were also observed by [25, 28], and were related to biotransformation processes of high-molecular-weight molecules during biological treatment in these systems.
As shown in Figure 3 (a) and (b), it is possible to verify that there was no expressive color removal, reaching 4% and 10% at the OLRs of 0.2 and 0.6 kgCODm−3d−1, respectively. According to [8, 29], the increase in color may be related to the process of biotransformation of chromophore units and the condensation of color-forming compounds without mineralization of the effluent. In other studies, low color removal was also verified during treatment through aerated lagoons [7, 29].
In relation to turbidity removal, the system showed an average removal of 94% and 87% at the OLRs of 0.2 and 0.6 kgCODm−3d−1. In general, the AFL system, in both phases, showed significant removal in this parameter, indicating potential for clarification of the effluent in the AFL sedimentation zone.
Microbiological analysis
Table 1 shows the bacteria identified at the steady state of the two applied OLRs.
The genetic sequencing of the bacteria was performed through a comparison of information from the NCBI database and statistical similarity analysis, naming the bacteria in the sample by their high similarity with the microorganisms in the database.
Table 1
Cultivable bacteria identified in AFLs
OLR 0.2 kgDQOm−3d−1
|
Statistical similarity (%)
|
OLR 0.6 kgDQOm−3d−1
|
Statistical similarity (%)
|
Acinetobacter junii
|
98
|
Acinetobacter junii
|
98
|
-
|
|
Aeromonas hydrophila
|
97
|
Bacillus anthracis
|
99
|
Bacillus anthracis
|
99
|
Bacillus cereus
|
98
|
Bacillus cereus
|
98
|
Bacillus thuringiensis
|
98
|
Bacillus thuringiensis
|
98
|
Brevibacillus reuszeri
|
98
|
Brevibacillus reuszeri
|
98
|
-
|
|
Brevundinomas diminuta
|
97
|
-
|
|
Comamonas testosteroni
|
98
|
Bacillus kochii
|
98
|
Bacillus kochii
|
98
|
Lysinibacillus sphaericus
|
98
|
Lysinibacillus sphaericus
|
98
|
Paenibacillus glucanolyticus
|
98
|
Paenibacillus gluconolyticus
|
98
|
Sphingomonas koreensis
|
97
|
Sphingomonas koreensis
|
97
|
Total = 9 species
|
|
Total = 12 species
|
|
The total number of microorganisms identified was 9 species of bacteria at the OLR of 0.2 kgCODm−3d−1 and 12 species at the OLR of 0.6 kgCODm−3d−1.
In the literature, two aspects were observed regarding the study of biological diversity. The first for those observed in biological treatment systems which are related to reactor performance, especially regarding specific parameters such as phenolic compounds and color; and the second those from studies in which there was isolation of bacteria with subsequent bioaugmentation treatment utilizing these selected groups to improve the removal of specific parameters from cellulose effluents.
In the investigation conducted by [30], the removal of parameters such as BOD5, COD and color was 66%, 61% and 90%, respectively, using Bacillus cereus. [31] also used Bacillus cereus associated with Serratia marcescens and Serratia liquifaciens and obtained a removal of color (65%), TPC (63%), COD (63%) and BOD5 (64%).
[32] used Bacillus thuringiensis in a treatment system and obtained removal of BOD5 (93%), COD (89%), TOC (82%) and color (73%). [33] used Bacillus thuringiensis and verified a removal in terms of COD and TPC of 61% and 64%, respectively.
[34] used Paenibacillus sp. and obtained removal of color (68%), lignin compounds (54%), total phenol (86%), BOD5 (83%) and COD (78%). In research by [35], the authors used Paenibacillus glucanolyticus and verified the potential to degrade cellulose, hemicellulose and lignin.
The three identified species (Bacillus cereus, Bacillus thuringiensis and Paenibacillus glucanolyticus) show great promise in removing specific parameters in an AFL biological treatment system using bioaugmentation.
Phylogenetic tree
Figures 4, 5 and 6 represent the phylogenetic tree of the species Bacillus cereus, Bacillus thuringiensis and Paenibacillus glucanolyticus, identified at the two OLRs employed in the AFL, whose data were obtained using the MEGA software and the results from the application of the Bootstrap method closest to 100 indicates the species of bacteria present in the sample.
The microorganisms identified in the kraft effluent were also found in other studies with bacteria, such as the ones by [6, 30–32, 34]. The species with the greatest potential for removing the specific parameters of pulp and paper effluents is Bacillus cereus, especially regarding color removal in cellulose effluent treatment, as analyzed by [30, 36].