Case Studies
Apr 28, 2022

Effects of Environmental Factors on the Spatial Succession of the Bacterial Community in Municipal Solid-Waste Landfills

Publication: Journal of Environmental Engineering
Volume 148, Issue 7

Abstract

Secondary pollution control and rapid stabilization of municipal solid waste (MSW) landfills are closely associated with bacterial communities. The spatial variations in bacterial community structure and the environmental factors controlling it were studied by the 16S rRNA gene sequencing of MSW sampled at different depths in a large sanitary landfill (LSL) and a medium non-sanitary landfill (MNSL), respectively. The total nitrogen (TN) and total phosphorus (TP) content in the LSL and MNSL samples displayed a downward trend as the depth increased. However, the organic matter (OM) content followed the opposite trend. Diversity of microbes was highest in the middle layer of both the LSL and MNSL. Firmicutes and Proteobacteria were the dominant phylum both in the LSL and MNSL. In the LSL, the dominant bacteria genera succeeded from Psychrobacter, Pseudomonas to Clostridium, Savagea. However, in the MNSL, the genera succeeded from Uncultured, Pleomorphomonas to Hydrogenispora, Acetomicrobium. The type of landfill and the different environmental factors control the succession of the bacterial community in LSL and MNSL. The pH, OM, TN, and TP will change in the landfill as the landfill depth increased. The impact degree of landfill depth on pH, OM, TN, and TP content in the LSL was 15.3%, 16.1%, 4.9%, and 4.2%, respectively. These values were lower than those in the MNSL. In addition, depth and OM had the strongest correlations but no significance with the dominant bacteria both in the LSL (|Rdepth|average=0.48;|ROM|average=0.36) and MNSL (|Rdepth|average=0.51;|ROM|average=0.36). This indicated that bacterial community succession was mainly dependent on space, time, and MSW characteristics in different types of landfills.

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Data Availability Statement

All data generated or used during the study appear in the published article. These data were presented in tables or figures.

Acknowledgments

This research was funded by the Science and technology program for Distinguished Young Scientists of Sichuan Province (Grant No. 2020JDJQ0053), the Major Special Science and Technology Project of Sichuan Province (Grant No. 2019YFS0509), the State Key Laboratory of Geohazard Prevention and Geoenvironment Protection Independent Research Project (Grant No. SKLGP 2019Z009).

References

Aditee, P., S. Anju, U. Seema, N. Neelima, N. Mayuri, and N. Indrayani. 2016. “Innovation in solid waste management through clean development mechanism in India and other countries.” Process Saf. Environ. Prot. 101 (May): 160–169. https://doi.org/10.1016/j.psep.2015.07.009.
Ayala-del-Río, H. L., C. S. Patrick, G. J. Joseph, P. A. Monica, and I. Natalia. 2010. “The genome sequence of Psychrobacter arcticus 273-4, a psychroactive Siberian permafrost bacterium, reveals mechanisms for adaptation to low-temperature growth.” Appl. Environ. Microbiol. 76 (7): 2304–2312. https://doi.org/10.1128/AEM.02101-09.
Ayush, S., and K. C. Munish. 2020. “Effect of ageing on waste characteristics excavated from an Indian dumpsite and its potential valorization.” Process Saf. Environ. Prot. 134 (Feb): 24–35. https://doi.org/10.1016/j.psep.2019.11.025.
Barlaz, M. A., D. Schaefer, and R. Ham. 1989. “Bacterial population development and chemical characteristics of refuse decomposition in a simulated sanitary landfill.” Appl. Environ. Microbiol. 55 (1): 55–65. https://doi.org/10.1128/aem.55.1.55-65.1989.
Behrend, P., and B. Krishnamoorthy. 2017. “Considerations for waste gasification as an alternative to landfilling in Washington state using decision analysis and optimization.” Sustainable Prod. Consumption 12 (Oct): 170–179. https://doi.org/10.1016/j.spc.2017.07.004.
Burrell, P. C., C. O’Sullivan, H. Song, W. P. Clarke, and L. L. Blackall. 2004. “Identification, detection, and spatial resolution of Clostridium populations responsible for cellulose degradation in a methanogenic landfill leachate bioreactor.” Appl. Environ. Microbiol. 70 (4): 2414–2419. https://doi.org/10.1128/AEM.70.4.2414-2419.2004.
Campanaro, S., R. Roberto, and S. Andrea. 2020. “Intermittent aeration of landfill simulation bioreactors: Effects on emissions and microbial community.” Waste Manage. 117 (Nov): 146–156. https://doi.org/10.1016/j.wasman.2020.08.010.
Chinese Standard. 2012. “Water quality-determination of total nitrogen-alkaline potassium persulfate digestion UV spectrophotometric method.” Accessed February 29, 2012. http://www.mee.gov.cn/ywgz/fgbz/bz/bzwb/jcffbz/201203/W020120410336075623072.pdf.
Chinese Standard. 2013. “Water quality-determination of orthophosphate and total phosphorus-continuous flow analysis (CFA) and Ammonium molybdate spectrophotometry.” Accessed October 25, 2013. http://www.mee.gov.cn/ywgz/fgbz/bz/bzwb/jcffbz/201311/W020131231419318607630.pdf.
Chinese Standard. 2015. “Solid waste-determination of organic matter-ignition loss method.” Accessed October 22, 2015. http://www.mee.gov.cn/ywgz/fgbz/bz/bzwb/jcffbz/201510/W020151030571512090569.pdf.
Debra, R. 2002. “The bioreactor landfill: Its status and future.” Waste Manage. Res. 20 (2): 172–186. https://doi.org/10.1177%2F0734242X0202000209.
Han, Z. Y., S. C. Wang, J. Zhao, X. R. Hu, and Y. Q. Fei. 2020. “Identification of nitrogen-sources in an aquifer beneath a municipal solid waste landfill in the vicinity of multiple pollutant sources.” J. Environ. Manage. 268 (Aug): 110661. https://doi.org/10.1016/j.jenvman.2020.110661.
Hania, W. B., R. Godbane, A. Postec, M. Hamdi, B. Ollivier, and M. L. Fardeau. 2012. “Defluviitoga tunisiensis gen. nov., sp. nov., a thermophilic bacterium isolated from a mesothermic and anaerobic whey digester.” Int. J. Syst. Evol. Microbiol. 62 (Jun): 1377–1382. https://doi.org/10.1099/ijs.0.033720-0.
Hanson, J. L., N. Yeşiller, and N. K. Oettle. 2010. “Spatial and temporal temperature distributions in municipal solid waste landfills.” J. Environ. Eng. 136 (8): 804–814. https://doi.org/10.1061/(ASCE)EE.1943-7870.0000202.
Hobbie, S. E., and M. Peter. 2000. “Nutrient limitation of decomposition in Hawaiian forests.” Vitousek. Ecol. 81 (7): 1867–1877. https://doi.org/10.1890/0012-9658(2000)081[1867:NLODIH]2.0.CO;2.
Huang, Y. M., Y. N. Wang, and Y. J. Sun. 2019. “Microbial community structure and population distribution characteristics in short-term landfill refuse.” Acta Scientiae Circumstantia 39 (12): 4122–4131.
Katarzyna, J., N. Z. Ilman, S. Rikard, W. H. Yang, and P. Göran Jönsson. 2021. “Pyrolysis of excavated waste from landfill mining: Characterisation of the process products.” J. Cleaner Prod. 279 (Jan): 123541. https://doi.org/10.1016/j.jclepro.2020.123541.
Köchling, T., J. L. Sanz, S. Gavazza, and L. Florencio. 2015. “Analysis of microbial community structure and composition in leachates from a young landfill by 454 pyrosequencing.” Appl. Microbiol. Biotechnol. 99 (13): 5657–5668. https://doi.org/10.1007/s00253-015-6409-4.
Krishnamurthi, S., and T. Chakrabarti. 2013. “Diversity of bacteria and archaea from a landfill in Chandigarh, India as revealed by culture-dependent and culture-independent molecular approaches.” Syst. Appl. Microbiol. 36 (1): 56–68. https://doi.org/10.1016/j.syapm.2012.08.009.
Kumagai, P. S., et al. 2018. “Characterization of esterase activity from an Acetomicrobium hydrogeniformans enzyme with high structural stability in extreme conditions.” Extremophiles 22 (5): 781–793. https://doi.org/10.1007/s00792-018-1038-3.
Li, N. Y., Z. Y. Han, S. C. Wang, L. B. Li, J. Huang, and J. Zhao. 2020. “Impacts of different pollution sources on the microbial community in groundwater at municipal solid waste landfill sites.” China Environ. Sci. 40 (11): 4900–4910.
Liu, S. J., B. D. Xi, Z. P. Qiu, X. S. He, and H. Zhang. 2019. “Succession and diversity of in landfills with depths and ages and its association with dissolved organic matter and heavy metals.” Sci. Total Environ. 651 (Feb): 909–916. https://doi.org/10.1016/j.scitotenv.2018.09.267.
Madhaiyan, M., T. Y. Jin, J. J. Roy, S. J. Kim, H. Y. Weon, S. W. Kwon, and L. Ji. 2013. “Pleomorphomonas diazotrophica sp. nov. an endophytic N-fixing bacterium isolated from root tissue of Jatropha curcas L.” Int. J. Syst. Evol. Microbiol. 63 (Part7): 2477–2483. https://doi.org/10.1099/ijs.0.044461-0.
Mwaikono, K. S., S. Maina, A. Sebastian, M. Schilling, V. Kapur, and P. Gwakisa. 2016. “High-throughput sequencing of 16S rRNA gene reveals substantial bacterial diversity on the municipal dumpsite.” BMC Microbiol. 16 (1): 145–157. https://doi.org/10.1186/s12866-016-0758-8.
Nadieh, D. J., A. Davidsson, J. L. C. Jansen, and J. L. Nielsen. 2020. “Characterisation of microbial communities for improved management of anaerobic digestion of food waste.” Waste Manage. 117 (Nov): 124–135. https://doi.org/10.1016/j.wasman.2020.07.047.
Pérez-Leblic, M. I., A. Turmero, M. Hernández, A. J. Hernández, and J. Pastor. 2012. “Influence of xenobiotic contaminants on landfill soil microbial activity and diversity.” J. Environ. Manage. 95 (Mar): S285–S290. https://doi.org/10.1016/j.jenvman.2010.07.017.
Reddy, K. R., R. K. Rai, S. J. Green, and J. K. Chetri. 2020. “Effect of pH on methane oxidation and community composition in landfill cover soil.” J. Environ. Eng. 146 (6): 04020037. https://doi.org/10.1061/(ASCE)EE.1943-7870.0001712.
Shu, Y., and L. Y. Song. 2019. “Succession of bacterial community structure and metabolic function during solid waste decomposition.” Bioresour. Technol. 291: 121865–121874.
Singh, P. P., P. Singh, S. F. Ademir, M. H. Araujo, and O. Sulaiman. 2011. “Management of urban solid waste: Vermicomposting a sustainable option.” Resour. Conserv. Recycl. 55 (7): 719–729. https://doi.org/10.1016/j.resconrec.2011.02.005.
Song, L., Y. Wang, W. Tang, and Y. Lei. 2015a. “Archaeal community diversity in municipal waste landfill sites.” Appl. Microbiol. Biotechnol. 99 (14): 1–12. https://doi.org/10.1007/s00253-015-6493-5.
Song, L., Y. Wang, H. Zhao, and D. T. Long. 2015b. “Composition of bacterial and archaeal communities during landfill refuse decomposition processes.” Microbiol. Res. 181 (Dec): 105–111. https://doi.org/10.1016/j.micres.2015.04.009.
Song, L. Y., Y. Q. Wang, and W. Tang. 2015c. “Bacterial community diversity in municipal waste landfill sites.” Appl. Microbiol. Biotechnol. 99 (18): 7745–7756. https://doi.org/10.1007/s00253-015-6633-y.
Stamps, B. W., C. N. Lyles, J. M. Suflflita, J. R. Masoner, I. M. Cozzarelli, D. W. Kolpin, and B. S. Stevenson. 2016. “Municipal solid waste landfills harbor distinct microbiomes.” Front. Microbiol. 7 (Apr): 534–545. https://doi.org/10.3389/fmicb.2016.00534.
Takahata, Y., M. Nishijima, T. Hoaki, and T. Maruyama. 2001. “Thermotoga petrophila sp. nov. and Thermotoga naphthophila sp. nov., two hyperthermophilic bacteria from the kubiki oil reservoir in Niigata, Japan.” Int. J. Syst. Evol. Microbiol. 51 (5): 1901–1909. https://doi.org/10.1099/00207713-51-5-1901.
Tupsakhare, S., T. Moutushi, M. J. Castaldi, M. A. Barlaz, S. Luettich, and C. H. Benson. 2021. “The impact of pressure, moisture and temperature on pyrolysis of municipal solid waste under simulated landfill conditions and relevance to the field data from elevated temperature landfill.” Sci. Total Environ. 723: 138031. https://doi.org/10.1016/j.scitotenv.2020.138031.
Ungkulpasvich, U., A. Uke, S. Baramee, and A. Kosugi. 2020. “Draft genome sequence data of the anaerobic, thermophilic, chitinolytic bacterium strain UUS1-1 belonging to genus Hydrogenispora of the uncultured taxonomic OPB54 cluster.” Data Brief 33 (Dec): 106528–106534. https://doi.org/10.1016/j.dib.2020.106528.
Wang, S. C., R. Shi, H. Li, Y. Z. Li, Y. H. Xu, and Z. Y. Han. 2020. “Effect of terminal temperature on the morphology and potentially toxic metals concentrations of biochars derived from paper and kitchen waste.” Waste Manage. 118 (Dec): 445–451. https://doi.org/10.1016/j.wasman.2020.09.012.
Wang, X. L., A. X. Cao, G. Z. Zhao, C. B. Zhou, and R. Xu. 2017. “Microbial community structure and diversity in a municipal solid waste landfill.” Waste Manage. 66 (Aug): 79–87. https://doi.org/10.1016/j.wasman.2017.04.023.
Westlake, K., D. B. Archer, and D. R. Boone. 1995. “Diversity of cellulolytic bacteria in landfill.” J. Appl. Bacteriol. 79 (1): 73–78. https://doi.org/10.1111/j.1365-2672.1995.tb03126.x.
Wu, S., L. Wang, M. J. Xia, and Z. S. Li. 2016. “Bacterial community structure and distribution characteristics of Beishenshu municipal solid waste landfill in Beijing.” J. Basic Sci. Eng. 24 (6): 1135–1146.
Xie, C. H., and Y. Akira. 2005. “Pleomorphomonas oryzae gen. nov., sp. nov., a nitrogen-fixing bacterium isolated from paddy soil of Oryza sativa.” Int. J. Syst. Evol. Microbiol. 55 (3): 1233–1237. https://doi.org/10.1099/ijs.0.63406-0.
Xing, Z., T. Zhao, Y. Gao, Z. He, L. Zhang, X. Peng, and L. Song. 2017. “Real-time monitoring of methane oxidation in a simulated landfill cover soil and MiSeq pyrosequencing analysis of the related bacterial community structure.” Waste Manage. 68 (Oct): 369–377. https://doi.org/10.1016/j.wasman.2017.05.007.
Xu, D. F., J. M. Cao, Y. X. Li, A. Howard, and K. Yu. 2019. “Effect of pyrolysis temperature on characteristics of biochars derived from different feedstocks: A case study on ammonium adsorption capacity.” Waste Manage. 87 (Mar): 652–660. https://doi.org/10.1016/j.wasman.2019.02.049.
Yuan, G. Y., S. L. Kuang, and L. Y. Cao. 2000. “Analysis of degradation rates in urban landfills in China.” Xinjiang Environ. Prot. 22 (1): 11–15. https://doi.org/10.3969/j.issn 1008-2301.2000.01.003.
Zainun, M. Y., and K. Simarani. 2018. “Metagenomics profiling for assessing microbial diversity in both active and closed landfills.” Sci. Total Environ. 616 (Mar): 269–278. https://doi.org/10.1016/j.scitotenv.2017.10.266.
Zheng, T., L. Li, F. Chai, and Y. Wang. 2021. “Factors impacting the performance and microbial populations of three biofilters for co-treatment of H2S and NH3 in a domestic waste landfill site.” Process Saf. Environ. Prot. 149 (May): 410–421. https://doi.org/10.1016/j.psep.2020.11.009.
Zheng, Y. F., W. Zhou, J. F. Yin, and J. J. Zhu. 2013. “Analysis of landfill methane emission factors and progress of methane abatement research.” J. Nanjing Univ. Inf. Eng. 5 (4): 296–304.

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Go to Journal of Environmental Engineering
Journal of Environmental Engineering
Volume 148Issue 7July 2022

History

Received: Nov 9, 2021
Accepted: Feb 1, 2022
Published online: Apr 28, 2022
Published in print: Jul 1, 2022
Discussion open until: Sep 28, 2022

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Naying Li
State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu Univ. of Technology, Chengdu 610059, China; State Environmental Protection Key Laboratory of Synergetic Control and Joint Remediation for Soil & Water Pollution, Chengdu Univ. of Technology, Chengdu 610059, China; College of Ecology and Environment, Chengdu Univ. of Technology, Chengdu 610059, China.
Zhiyong Han [email protected]
Professer, State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu Univ. of Technology, Chengdu 610059, China; State Environmental Protection Key Laboratory of Synergetic Control and Joint Remediation for Soil & Water Pollution, Chengdu Univ. of Technology, Chengdu 610059, China; College of Ecology and Environment, Chengdu Univ. of Technology, Chengdu 610059, China (corresponding author). Email: [email protected]
Zhuojun Zeng
State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu Univ. of Technology, Chengdu 610059, China; State Environmental Protection Key Laboratory of Synergetic Control and Joint Remediation for Soil & Water Pollution, Chengdu Univ. of Technology, Chengdu 610059, China; College of Ecology and Environment, Chengdu Univ. of Technology, Chengdu 610059, China.
Nanfei Guo
State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu Univ. of Technology, Chengdu 610059, China; State Environmental Protection Key Laboratory of Synergetic Control and Joint Remediation for Soil & Water Pollution, Chengdu Univ. of Technology, Chengdu 610059, China; College of Ecology and Environment, Chengdu Univ. of Technology, Chengdu 610059, China.
Jin Wang
State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu Univ. of Technology, Chengdu 610059, China; State Environmental Protection Key Laboratory of Synergetic Control and Joint Remediation for Soil & Water Pollution, Chengdu Univ. of Technology, Chengdu 610059, China; College of Ecology and Environment, Chengdu Univ. of Technology, Chengdu 610059, China.
Professer, College of Ecology and Environment, Chongqing Univ., Chongqing 400044, China. ORCID: https://orcid.org/0000-0003-4452-1855
Xiaoming Wang
Professor, College of Ecology and Environment, Chongqing Univ., Chongqing 41 400044, China.

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