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
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