Impact of Aeration on the Removal of Organic Matter and Nitrogen Compounds in Constructed Wetlands Treating the Liquid Fraction of Piggery Manure
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Setup
2.2. Physicochemical Analyses
2.3. Hypotheses Testing Through a Mixed Model Procedure
3. Results
3.1. First Stage: Testing Ammonium Volatilisation
3.2. Second Stage: Evolution of Physicochemical Parameters, Organic and Nitrogen Compound Concentrations under Different Aeration Regimes
) measurements showed great variability. In the case of NO3−-N, the variation amongst the measurements could be attributed to the different analytical methods used. The test kits were used to determine TN, whereas, NO3−-N and NH4+-N were determined by ion chromatography. The high dilution factors were needed to analyse the samples by ion chromatography due to high sensitivity and low detection limits of the equipment. Considering that this fact could have increased the error or variation in the analysis, the results were corroborated and some samples re-analysed using quick test kits. The inconsistent NO3−-N values evidenced through the comparison with the TN concentration, and after testing similar methodologies, were considered as outliers and removed from the dataset. The overall tendency indicates that NO3−-N concentrations decreased only in treatment D from 341 mg/L to 223 mg/L, indicating a removal of 35%. The estimated effects of this treatment supported that nitrate concentrations significantly decreased (p < 0.05) in the non-aerated container. The ammonium concentrations started to decrease significantly after a one-week period of the second stage of the experiment (Figure 5
). A full NH4+-N removal was obtained in treatment A, B and C, whereas, a lower removal efficiency of 35% was achieved in treatment D. Looking at Figure 5
, it can be stated that there is no clear distinction among the effects of aeration on TN concentrations between treatments. However, the 55% of TN removal achieved by treatment D was just slightly above the 50% removal at treatment A. By assessing the whole testing period through the model procedure estimate effects, the results corroborated that statistically significant effects on the reduction of TN concentrations were mostly recorded in the non-aerated container, and a few other occasions when intermittent aeration, as in treatment C, was applied.3.3. Third Stage: Intensification of Nitrification and Denitrification Processes by the Addition of a Supplementary Carbon Source
4. Discussion
4.1. Changes in Physicochemical Profile under Different Aeration Regimes
4.2. Hypotheses Testing Through a Mixed Model Procedure
4.3. Addition of Carbon Source to Enhance The Denitrification Process
4.4. Moving Towards Sustainable Concepts
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
| pH | EC | DO | NH4+-N | NO3−-N | TN | COD | BOD | |
|---|---|---|---|---|---|---|---|---|
| mS/cm | mg/L | mg/L | mg/L | mg/L | mgO2/L | mgO2/L | ||
| Treatment A | ||||||||
| Initial conc. | 7.2 | 7.2 | 14 | 107 | 314 | 518 | 1027 | 27 |
| Std Dev | ±0.06 | ±0.06 | - | ±2.3 | ±40 | ±8.9 | ±15 | ±3.6 |
| Final conc. | 5.2 | 9.3 | 14 | 0.3 | 476 | 257 | 358 | 9.4 |
| Std Dev | ±0.06 | ±0.21 | ±0.06 | 0.1 | ±20 | ±47 | ±44 | ±1.2 |
| % Removal | 99 | -52 | 50 | 65 | 66 | |||
| Treatment B | ||||||||
| Initial conc. | 7.3 | 7.4 | 14 | 108 | 344 | 522 | 1019 | 31 |
| Std Dev | - | ±0.06 | ±0.06 | ±0.8 | ±30 | ±25 | ±50 | ±6.1 |
| Final conc. | 5.4 | 9.3 | 13 | 0.3 | 435 | 298 | 379 | 8.3 |
| Std Dev | ±0.26 | ±0.20 | ±0.06 | ±0.2 | ±17 | ±41 | ±76 | ±2.6 |
| % Removal | 99 | -27 | 43 | 63 | 73 | |||
| Treatment C | ||||||||
| Initial conc. | 7.3 | 7.5 | 14 | 110 | 331 | 525 | 1026 | 25 |
| Std Dev | - | ±0.12 | ±0.10 | ±3.7 | ±43 | ±15 | ±45 | ±9.5 |
| Final conc. | 5.4 | 9.3 | 14 | 0.3 | 463 | 291 | 434 | 12 |
| Std Dev | ±0.06 | ±0.20 | - | ±0.1 | ±22 | ±53 | ±57 | ±0.8 |
| % Removal | 99 | -49 | 45 | 58 | 54 | |||
| Treatment D | ||||||||
| Initial conc. | 7.1 | 5.3 | 14 | 116 | 341 | 499 | 1057 | 42 |
| Std Dev | ±0.06 | ±0.06 | ±0.12 | ±5.4 | ±16 | ±11 | ±32 | ±2.0 |
| Final conc. | 8.1 | 5.2 | 14 | 75 | 223 | 222 | 768 | 34 |
| Std Dev | ±0.06 | ±1.0 | ±0.06 | ±2.3 | ±13 | ±65 | ±61 | ±8.5 |
| % Removal | 35 | 35 | 55 | 27 | 19 |
Appendix B
| Treatment | Sampling Day | Temp | pH | DO | EC | NH4+-N | NO3−-N | TN | COD | BOD |
|---|---|---|---|---|---|---|---|---|---|---|
| °C | mgO2/L | mS/cm | mg/L | mg/L | mg/L | mg/L | mg/L | |||
| Treatment A | 29/6/17 | 20 | 7.2 | 7.2 | 14 | 107 | 314 | 518 | 1027 | 27 |
| 4/7/17 | 20 | 7.5 | 6.5 | 13 | 72 | 324 | 468 | 1343 | 51 | |
| 6/7/17 | 20 | 7.4 | 7.9 | 13 | 30 | 362 | 497 | 1157 | 39 | |
| 10/7/17 | 19 | 6.8 | 7.4 | 13 | 1.3 | 440 | 517 | 1023 | 7.1 | |
| 14/7/17 | 22 | 6.5 | 4.9 | 14 | 1.3 | 394 | 452 | 903 | 15 | |
| 17/7/17 | 23 | 6.9 | 8.6 | 13 | 1.0 | 371 | 433 | 832 | 22 | |
| 20/7/17 | 21 | 6.7 | 6.2 | 14 | 0.7 | 320 | 457 | 737 | 45 | |
| 24/7/17 | 21 | 6.4 | 6.7 | 14 | 0.5 | 364 | 475 | 629 | 4.1 | |
| 27/7/17 | 20 | 6.3 | 8.1 | 14 | 0.4 | 589 | 484 | 497 | 7.0 | |
| 31/7/17 | 19 | 6.0 | 8.9 | 14 | 0.6 | 539 | 509 | 520 | 12 | |
| 3/8/17 | 20 | 5.8 | 8.9 | 14 | 0.3 | 639 | 481 | 480 | 18 | |
| 7/8/17 | 20 | 5.7 | 11 | 14 | 0.7 | 379 | 444 | 438 | 5.4 | |
| 10/8/17 | 19 | 5.7 | 9.8 | 14 | 0.2 | 404 | 431 | 379 | 22 | |
| 15/8/17 | 21 | 5.5 | 9.2 | 14 | 0.2 | 580 | 429 | 499 | 12 | |
| 17/8/17 | 23 | 5.4 | 7.6 | 14 | 0.3 | 605 | 454 | 434 | 9.0 | |
| 21/8/17 | 21 | 5.3 | 9.5 | 14 | 0.3 | 558 | 414 | 377 | 7.8 | |
| 24/8/17 | 20 | 5.3 | 9.4 | 14 | 0.3 | 493 | 422 | 419 | 11 | |
| 28/8/17 | 22 | 5.2 | 9.3 | 14 | 0.3 | 476 | 257 | 358 | 9.4 | |
| Treatment B | 29/6/17 | 19 | 7.3 | 7.4 | 14 | 108 | 344 | 522 | 1019 | 31 |
| 4/7/17 | 21 | 7.8 | 6.3 | 13 | 78 | 337 | 493 | 1243 | 58 | |
| 6/7/17 | 19 | 7.6 | 7.4 | 13 | 43 | 338 | 455 | 1090 | 38 | |
| 10/7/17 | 18 | 6.5 | 7.3 | 13 | 1.4 | 413 | 522 | 953 | 8.7 | |
| 14/7/17 | 23 | 6.5 | 8.1 | 13 | 0.8 | 383 | 434 | 886 | 8.0 | |
| 17/7/17 | 23 | 6.6 | 8.4 | 13 | 1.0 | 332 | 430 | 863 | 15 | |
| 20/7/17 | 21 | 6.6 | 6.7 | 13 | 0.9 | 261 | 467 | 756 | 24 | |
| 24/7/17 | 19 | 6.5 | 4.9 | 13 | 0.6 | 334 | 507 | 666 | 26 | |
| 27/7/17 | 19 | 6.5 | 7.0 | 13 | 0.6 | 572 | 489 | 557 | 5.8 | |
| 31/7/17 | 19 | 6.3 | 8.8 | 13 | 0.2 | 495 | 467 | 513 | 8.8 | |
| 3/8/17 | 20 | 6.0 | 11 | 13 | 0.3 | 596 | 471 | 525 | 16 | |
| 7/8/17 | 19 | 5.9 | 11 | 13 | 0.4 | 299 | 466 | 539 | 6.7 | |
| 10/8/17 | 19 | 5.8 | 9.7 | 13 | 0.2 | 393 | 456 | 433 | 20 | |
| 15/8/17 | 20 | 5.6 | 8.7 | 13 | 0.3 | 557 | 381 | 457 | 8.2 | |
| 17/8/17 | 23 | 5.5 | 8.0 | 13 | 0.3 | 532 | 412 | 434 | 7.5 | |
| 21/8/17 | 21 | 5.5 | 9.5 | 13 | 0.3 | 555 | 399 | 380 | 8.5 | |
| 24/8/17 | 20 | 5.4 | 9.5 | 13 | 0.3 | 514 | 444 | 389 | 9.2 | |
| 28/8/17 | 21 | 5.4 | 9.3 | 13 | 0.3 | 435 | 298 | 379 | 8.3 | |
| Treatment C | 29/6/17 | 20 | 7.3 | 7.5 | 14 | 110 | 331 | 525 | 1026 | 25 |
| 4/7/17 | 21 | 7.9 | 5.1 | 13 | 75 | 339 | 482 | 1303 | 70 | |
| 6/7/17 | 20 | 7.3 | 7.7 | 13 | 29 | 346 | 432 | 1097 | 26 | |
| 10/7/17 | 19 | 6.5 | 7.5 | 13 | 1.6 | 408 | 525 | 950 | 10 | |
| 14/7/17 | 23 | 6.5 | 8.9 | 13 | 0.8 | 399 | 452 | 906 | 11 | |
| 17/7/17 | 23 | 6.5 | 9.0 | 13 | 1.0 | 390 | 386 | 893 | 8.1 | |
| 20/7/17 | 21 | 6.6 | 7.2 | 14 | 1.0 | 244 | 420 | 837 | 12 | |
| 24/7/17 | 21 | 6.5 | 6.2 | 14 | 0.9 | 269 | 490 | 783 | 33 | |
| 27/7/17 | 20 | 6.5 | 5.8 | 14 | 0.7 | 513 | 514 | 683 | 46 | |
| 31/7/17 | 19 | 6.4 | 8.7 | 14 | 1.1 | 614 | 487 | 560 | 13 | |
| 3/8/17 | 20 | 6.2 | 12 | 14 | 0.4 | 625 | 473 | 553 | 15 | |
| 7/8/17 | 19 | 6.0 | 11 | 14 | 1.6 | 347 | 481 | 547 | 7.5 | |
| 10/8/17 | 19 | 5.9 | 9.5 | 14 | 0.2 | 421 | 460 | 482 | 24 | |
| 15/8/17 | 20 | 5.7 | 8.9 | 14 | 0.3 | 599 | 423 | 537 | 12 | |
| 17/8/17 | 23 | 5.7 | 7.4 | 14 | 0.3 | 340 | 451 | 443 | 12 | |
| 21/8/17 | 21 | 5.5 | 9.3 | 14 | 0.4 | 625 | 424 | 496 | 10 | |
| 24/8/17 | 20 | 5.6 | 9.2 | 14 | 0.3 | 510 | 497 | 456 | 12 | |
| 28/8/17 | 21 | 5.4 | 9.3 | 14 | 0.3 | 463 | 291 | 434 | 12 | |
| Treatment D | 29/6/17 | 20 | 7.1 | 5.3 | 14 | 116 | 341 | 499 | 1056 | 42 |
| 4/7/17 | 22 | 7.5 | 7.4 | 14 | 91 | 332 | 498 | 1323 | 65 | |
| 6/7/17 | 20 | 7.6 | 3.4 | 14 | 102 | 256 | 446 | 1153 | 35 | |
| 10/7/17 | 19 | 7.8 | 5.7 | 14 | 87 | 375 | 468 | 970 | 25 | |
| 14/7/17 | 22 | 7.8 | 3.2 | 14 | 83 | 328 | 387 | 923 | 20 | |
| 17/7/17 | 23 | 7.9 | 0.7 | 14 | 102 | 346 | 385 | 929 | 17 | |
| 20/7/17 | 21 | 8.0 | 1.6 | 14 | 81 | 214 | 373 | 860 | 15 | |
| 24/7/17 | 19 | 8.1 | 0.7 | 14 | 82 | 203 | 403 | 856 | 7.7 | |
| 27/7/17 | 20 | 8.1 | 1.4 | 14 | 82 | 318 | 440 | 803 | 24 | |
| 31/7/17 | 20 | 8.1 | 3.6 | 14 | 79 | 567 | 404 | 803 | 20 | |
| 3/8/17 | 20 | 8.1 | 3.9 | 14 | 71 | 335 | 397 | 748 | 26 | |
| 7/8/17 | 19 | 8.2 | 2.3 | 14 | 57 | 198 | 399 | 803 | 29 | |
| 10/8/17 | 19 | 8.1 | 2.2 | 14 | 45 | 199 | 392 | 800 | 55 | |
| 15/8/17 | 20 | 8.1 | 0.2 | 14 | 96 | 281 | 341 | 883 | 31 | |
| 17/8/17 | 24 | 8.0 | 0.4 | 14 | 87 | 381 | 311 | 736 | 29 | |
| 21/8/17 | 21 | 8.1 | 2.5 | 13 | 64 | 259 | 322 | 817 | 26 | |
| 24/8/17 | 20 | 8.1 | 4.1 | 14 | 82 | 248 | 328 | 849 | 36 | |
| 28/8/17 | 22 | 8.1 | 5.2 | 14 | 75 | 223 | 222 | 768 | 34 |

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Donoso, N.; van Oirschot, D.; Kumar Biswas, J.; Michels, E.; Meers, E. Impact of Aeration on the Removal of Organic Matter and Nitrogen Compounds in Constructed Wetlands Treating the Liquid Fraction of Piggery Manure. Appl. Sci. 2019, 9, 4310. https://doi.org/10.3390/app9204310
Donoso N, van Oirschot D, Kumar Biswas J, Michels E, Meers E. Impact of Aeration on the Removal of Organic Matter and Nitrogen Compounds in Constructed Wetlands Treating the Liquid Fraction of Piggery Manure. Applied Sciences. 2019; 9(20):4310. https://doi.org/10.3390/app9204310
Chicago/Turabian StyleDonoso, Natalia, Dion van Oirschot, Jayanta Kumar Biswas, Evi Michels, and Erik Meers. 2019. "Impact of Aeration on the Removal of Organic Matter and Nitrogen Compounds in Constructed Wetlands Treating the Liquid Fraction of Piggery Manure" Applied Sciences 9, no. 20: 4310. https://doi.org/10.3390/app9204310
APA StyleDonoso, N., van Oirschot, D., Kumar Biswas, J., Michels, E., & Meers, E. (2019). Impact of Aeration on the Removal of Organic Matter and Nitrogen Compounds in Constructed Wetlands Treating the Liquid Fraction of Piggery Manure. Applied Sciences, 9(20), 4310. https://doi.org/10.3390/app9204310
