Abstract
Landfilling is one of the most prevalent waste management strategies on a global scale. However, one major drawback of landfills is the production of highly contaminated leachate which can harm ecosystems and pollute water resources which municipalities depend on. Various treatment options have been explored for treating leachate throughout the years. This paper aims to investigate landfill leachate treatment studies through bibliometric and visual analysis of articles collected from the Scopus database from 1975 to 2019. The results show that more than one thousand papers have been published in 159 journals. Nearly 3000 authors have published on the topic, most commonly from China, the USA, Malaysia, and Brazil. The keywords co-occurrence network led to the formation of 5 topical clusters, after which they were closely examined and titled “oxidation processes,” “nitrogen removal processes,” “constructed wetlands/coagulation,” “adsorption,” and “membrane-based processes” based on their contents. Finally, the overlay network was used to discern the hottest research trends. The results showed that advanced coagulation-based processes (such as peroxicoagulation) and studies focusing on improving membrane-based processes through reduction of membrane fouling are focal points which will be trending into the future.
Graphical abstract
Similar content being viewed by others
Data Availability
The datasets used and/or analyzed during the current study are available from the corresponding author on request.
References
Abdel Kader AM 2009 Comparison study between sequencing batch reactor and conventional activated sludge by using simulation mathematical model, in: Thirteenth International Water Technology Conference. pp. 693–702
Achankeng E 2004 Sustainability in municipal solid waste management in Bamenda and Yaounde, Cameroon
Ahmed MJK, Ahmaruzzaman M (2016) A review on potential usage of industrial waste materials for binding heavy metal ions from aqueous solutions. Journal of Water Process Engineering 10:39–47
Aktaş Ö, Ceçen F (2001) Addition of activated carbon to batch activated sludge reactors in the treatment of landfill leachate and domestic wastewater. Journal of Chemical Technology & Biotechnology: International Research in Process, Environmental & Clean Technology 76:793–802
Amor C, De Torres-Socías E, Peres JA, Maldonado MI, Oller I, Malato S, Lucas MS (2015) Mature landfill leachate treatment by coagulation/flocculation combined with Fenton and solar photo-Fenton processes. J Hazard Mater 286:261–268
Azari M, Walter U, Rekers V, Gu J-D, Denecke M (2017) More than a decade of experience of landfill leachate treatment with a full-scale anammox plant combining activated sludge and activated carbon biofilm. Chemosphere 174:117–126
Aziz HA, Ramli SF (2018) Recent development in sanitary landfilling and landfill leachate treatment in Malaysia. International Journal of Environmental Engineering 9:201–229
Bashir MJK, Aziz HA, Yusoff MS, Adlan MN (2010) Application of response surface methodology (RSM) for optimization of ammoniacal nitrogen removal from semi-aerobic landfill leachate using ion exchange resin. Desalination 254:154–161
Cai Z, Chang Q, Yip PSF (2020) A scientometric analysis of suicide research: 1990–2018. J Affect Disord 266:356–365
Çeçen F, Erdinçler A, Kiliç E (2003) Effect of powdered activated carbon addition on sludge dewaterability and substrate removal in landfill leachate treatment. Adv Environ Res 7:707–713
Central People’s Government of the People’s Republic of China 2015 Action Plan for Prevention and Control of Water Pollution printed and distributed [WWW Document]
Chen H, Jiang W, Yang Y, Yang Y, Man X (2015) Global trends of municipal solid waste research from 1997 to 2014 using bibliometric analysis. J Air Waste Manage Assoc 65:1161–1170
Chen C, Börnick H, Cai Q, Dai X, Jähnig SC, Kong Y, Krebs P, Kuenzer C, Kunstmann H, Liu Y, others (2015a) Challenges and opportunities of German-Chinese cooperation in water science and technology. Environ Earth Sci 73:4861–4871
Chen C, Sun F, Kolditz O (2015b) Design and integration of a GIS-based data model for the regional hydrologic simulation in Meijiang watershed, China. Environ Earth Sci 74:7147–7158
Chen Y, Cheng Z, Wang C, Chen Y, Li S, Wan Y, Jin Q (2020) A bibliometric analysis for the research on laser processing based on Web of Science. Journal of Laser Applications 32:22001
Chiang L-C, Chang J-E, Wen T-C (1995) Indirect oxidation effect in electrochemical oxidation treatment of landfill leachate. Water Res 29:671–678
Cossu R, Polcaro AM, Lavagnolo MC, Mascia M, Palmas S, Renoldi F (1998) Electrochemical treatment of landfill leachate: oxidation at Ti/PbO2 and Ti/SnO2 anodes. Environ Sci Technol 32:3570–3573
Costa AM, Alfaia RG d SM, Campos JC (2019) Landfill leachate treatment in Brazil—an overview. J Environ Manag 232:110–116
Demiroz F, Haase TW (2019) The concept of resilience: a bibliometric analysis of the emergency and disaster management literature. Local Gov Stud 45:308–327
Deng Y, Englehardt JD (2007) Electrochemical oxidation for landfill leachate treatment. Waste Manag 27:380–388
Deng Y, Ezyske CM (2011) Sulfate radical-advanced oxidation process (SR-AOP) for simultaneous removal of refractory organic contaminants and ammonia in landfill leachate. Water Res 45:6189–6194
Deng Y, Englehardt JD, Umar M, Aziz HA, Yusoff MS, Renou S, Givaudan JG, Poulain S, Dirassouyan F, Moulin P, Foo KY, Hameed BH, Chiang L-C, Chang J-E, Wen T-C, Kim D-J, Lee D-I, Keller J, Zhang H, Choi HJ, Huang C-P (2006) Effect of temperature and free ammonia on nitrification and nitrite accumulation in landfill leachate and analysis of its nitrifying bacterial community by FISH. Water Res 97:3683–3694
Donthu N, Kumar S, Pattnaik D (2020) Forty-five years of Journal of Business Research: a bibliometric analysis. J Bus Res 109:1–14
Du Y, Teixeira AAC (2012) A bibliometric account of Chinese economics research through the lens of the China Economic Review. China Econ Rev 23:743–762
Du H, Li N, Brown MA, Peng Y, Shuai Y (2014) A bibliographic analysis of recent solar energy literatures: the expansion and evolution of a research field. Renew Energy 66:696–706
Dunne M, Lawton J, Raphael B, Burnett P (1990) The health effects of chemical waste in an urban community. Med J Aust 152:592–597
Feng Y 2020 Visualization of ecological agriculture: a scientometric analysis (1992–2019). Revista de la Facultad de Agronomia de la Universidad del Zulia 37
Fu H, Wang M, Li P, Jiang S, Hu W, Guo X, Cao M (2019) Tracing knowledge development trajectories of the internet of things domain: a main path analysis. IEEE Transactions on Industrial Informatics 15:6531–6540
Gao J, Oloibiri V, Chys M, Audenaert W, Decostere B, He Y, Van Langenhove H, Demeestere K, Van Hulle SW (2015) The present status of landfill leachate treatment and its development trend from a technological point of view. Rev Environ Sci Biotechnol 14:93–122
Gavel Y, Iselid L 2008 Web of Science and Scopus: a journal title overlap study. Online information review
Gomes AI, Foco MLR, Vieira E, Cassidy J, Silva TFCV, Fonseca A, Saraiva I, Boaventura RAR, Vilar VJP (2019) Multistage treatment technology for leachate from mature urban landfill: full scale operation performance and challenges. Chem Eng J 376:120573
Government of Canada 2021 Municipal solid waste management in Canada [WWW Document]. URL https://www.canada.ca/en/environment-climate-change/services/managing-reducing-waste/municipal-solid/environment.html (accessed 4.14.21)
Government of Ontario 1998 Landfill standards: a guideline on the regulatory and approval requirements for new or expanding landfilling sites [WWW Document]. URL https://www.ontario.ca/page/landfill-standards-guideline-regulatory-and-approval-requirements-newexpanding-land#section-8 (accessed 4.14.21)
Halim AA, Aziz HA, Johari MAM, Ariffin KS (2010) Comparison study of ammonia and COD adsorption on zeolite, activated carbon and composite materials in landfill leachate treatment. Desalination 262:31–35
Hermosilla D, Cortijo M, Huang CP (2009) Optimizing the treatment of landfill leachate by conventional Fenton and photo-Fenton processes. Sci Total Environ 407:3473–3481
Hoornweg D, Bhada-Tata P (2012) What a waste: a global review of solid waste management. World Bank 15:116
Hsu C-S, Chen S-H, Liou R-M, Hung M-Y, Yu K-C (2003) The effect of metal ions on humic acid removal and permeation properties in an ultrafiltration system. J Environ Sci Health A 38:415–428
Huang Q, Xin X (2020) A bibliometric analysis of translation criticism studies and its implications. Perspectives:1–19
Huang J, Zhao R, Huang T, Wang X, Tseng M-L (2018) Sustainable municipal solid waste disposal in the belt and road initiative: a preliminary proposal for Chengdu city. Sustainability 10:1147
Jia X, Hou D, Wang L, O’Connor D, Luo J 2020 The development of groundwater research in the past 40 years: a burgeoning trend in groundwater depletion and sustainable management. Journal of Hydrology 125006
Kamali M, Jahaninafard D, Mostafaie A, Davarazar M, Gomes APD, Tarelho L, Dewil R, Aminabhavi TM 2020 Scientometric analysis and scientific trends on biochar application as soil amendment. Chemical Engineering Journal 125128
Kargi F, Pamukoglu MY (2003a) Powdered activated carbon added biological treatment of pre-treated landfill leachate in a fed-batch reactor. Biotechnol Lett 25:695–699
Kargi F, Pamukoglu MY (2003b) Simultaneous adsorption and biological treatment of pre-treated landfill leachate by fed-batch operation. Process Biochem 38:1413–1420
Kargi F, Pamukoglu MY (2004a) Adsorbent supplemented biological treatment of pre-treated landfill leachate by fed-batch operation. Bioresour Technol 94:285–291
Kargi F, Pamukoglu MY (2004b) Repeated fed-batch biological treatment of pre-treated landfill leachate by powdered activated carbon addition. Enzym Microb Technol 34:422–428
Kennedy KJ, Lentz EM (2000) Treatment of landfill leachate using sequencing batch and continuous flow upflow anaerobic sludge blanket (UASB) reactors. Water Res 34:3640–3656
Kochany J, Lipczynska-Kochany E (2009) Utilization of landfill leachate parameters for pretreatment by Fenton reaction and struvite precipitation—a comparative study. J Hazard Mater 166:248–254
Laengle S, Lobos V, Merigó JM, Herrera-Viedma E, Cobo MJ, De Baets B 2020 Forty years of fuzzy sets and systems: a bibliometric analysis. Fuzzy Sets and Systems
Landfill Directive EU 1999. Council directive 1999/31/EC of 26 April 1999 on the landfill of waste. Official Journal of the European Communities, I 182
Lee TS 2015 Research and practices in water quality. BoD—Books on Demand, 2015
Li H, Zhou S, Sun Y, Feng P, others (2009) Advanced treatment of landfill leachate by a new combination process in a full-scale plant. J Hazard Mater 172:408–415
Lin SH, Chang CC (2000) Treatment of landfill leachate by combined electro-Fenton oxidation and sequencing batch reactor method. Water Res 34:4243–4249
Madaeni SS, Sedeh SN, De Nobili M (2006) Ultrafiltration of humic substances in the presence of protein and metal ions. Transp Porous Media 65:469–484
Malaysian Ministry of Environment And Water 1974 The Environmental Quality Act. Malaysia
Merigó JM, Cancino CA, Coronado F, Urbano D (2016) Academic research in innovation: a country analysis. Scientometrics 108:559–593
Miao L, Yang G, Tao T, Peng Y (2019) Recent advances in nitrogen removal from landfill leachate using biological treatments—a review. J Environ Manag 235:178–185
Miller FP, Vandome AF, McBrewster J (2010) Bajzë Rail Station: Railroad Station, Bajzë, Albanian Railways, Shkodër, Railways of Montenegro, Podgorica, Podgorica – Shkodër Railway. Alphascript Publishing, Government of Albania
Ministry of Commerce—People’s Republic of China 2007 Law of the People’s Republic of China on Prevention and Control of Environmental Pollution by Solid Waste. China
Mohajeri S, Aziz HA, Isa MH, Zahed MA, Adlan MN (2010) Statistical optimization of process parameters for landfill leachate treatment using electro-Fenton technique. J Hazard Mater 176:749–758
Morawe B, Ramteke DS, Vogelpohl A (1995) Activated carbon column performance studies of biologically treated landfill leachate. Chem Eng Process Process Intensif 34:299–303
Nazaripour M, Reshadi MAM, Mirbagheri SA, Nazaripour M, Bazargan A (2021) Research trends of heavy metal removal from aqueous environments. J Environ Manage 287:112322
Nikfar S, Rahmani N (2014) Valley of the Drums. In: Wexler P (ed) Encyclopedia of toxicology, Third edn. Academic Press, Oxford, pp 903–904. https://doi.org/10.1016/B978-0-12-386454-3.00667-9
Nivala J, Hoos MB, Cross C, Wallace S, Parkin G (2007) Treatment of landfill leachate using an aerated, horizontal subsurface-flow constructed wetland. Sci Total Environ 380:19–27
Poulsen TG (2014) Landfilling, past, present and future. Waste Manag Res 32:177–178
Presidency of the Republic of Brazil Civil House 2010 National Policy on Solid Waste. Official Diary of the Union (In Portuguese). Law No. 12305. Brazil
Reshadi MAM, Bazargan A, McKay G (2020) A review of the application of adsorbents for landfill leachate treatment: focus on magnetic adsorption. Sci Total Environ 138863:138863. https://doi.org/10.1016/j.scitotenv.2020.138863
Rezaeisabzevar Y, Bazargan A, Zohourian B (2020) Landfill site selection using multi criteria decision making: focus on influential factors for comparing locations. J Environ Sci 93:170–184
Takatsuki H (2003) The Teshima Island industrial waste case and its process towards resolution. Journal of Material Cycles and Waste Management 5:26–30
Tang WZ, Sillanpää M 2018 Sustainable environmental engineering, 1st edition. ed. John Wiley & Sons.
Tizaoui C, Bouselmi L, Mansouri L, Ghrabi A (2007) Landfill leachate treatment with ozone and ozone/hydrogen peroxide systems. J Hazard Mater 140:316–324
Trebouet D, Schlumpf JP, Jaouen P, Quemeneur F (2001) Stabilized landfill leachate treatment by combined physicochemical--nanofiltration processes. Water Res 35:2935–2942
United Nations 2019 The World Population Prospects 2019. New York
US EPA 1997 Revisions to criteria for MSW landfills: proposed & final rules
US EPA 2000 Alternative liner performance, leachate recirculation, and bioreactor landfills: request for information and data
US EPA 2011 Code of Federal Regulations: Part 258—Criteria for municipal solid waste landfills. United States
Vieira E, Gomes J (2009) A comparison of Scopus and Web of Science for a typical university. Scientometrics 81:587–600
Vymazal J (2009) The use constructed wetlands with horizontal sub-surface flow for various types of wastewater. Ecol Eng 35:1–17
Wang C-C, Lee P-H, Kumar M, Huang Y-T, Sung S, Lin J-G (2010) Simultaneous partial nitrification, anaerobic ammonium oxidation and denitrification (SNAD) in a full-scale landfill-leachate treatment plant. J Hazard Mater 175:622–628
Wiszniowski J, Robert D, Surmacz-Gorska J, Miksch K, Weber JV (2006) Landfill leachate treatment methods: a review. Environ Chem Lett 4:51–61
Wu JJ, Wu C-C, Ma H-W, Chang C-C (2004) Treatment of landfill leachate by ozone-based advanced oxidation processes. Chemosphere 54:997–1003
Zamariotto D, Lakard B, Fievet P, Fatin-Rouge N (2010) Retention of Cu (II)--and Ni (II)--polyaminocarboxylate complexes by ultrafiltration assisted with polyamines. Desalination 258:87–92
Zhang H, Choi HJ, Huang C-P (2005) Optimization of Fenton process for the treatment of landfill leachate. J Hazard Mater 125:166–174
Zhang H, Zhang D, Zhou J (2006) Removal of COD from landfill leachate by electro-Fenton method. J Hazard Mater 135:106–111
Zhi G, Chen Y, Liao Z, Walther M, Yuan X (2016) Comprehensive assessment of eutrophication status based on Monte Carlo--triangular fuzzy numbers model: site study of Dongting Lake, Mid-South China. Environ Earth Sci 75:1011
Author information
Authors and Affiliations
Contributions
MAMR: investigation; formal analysis; writing—original draft; SSH: investigation; formal analysis; writing—original draft; MN: investigation; validation; GM: project administration; AB: supervision; methodology; conceptualization; resources; writing—review & editing.
Corresponding author
Ethics declarations
Ethics approval
Not applicable.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Philippe Garrigues
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
ESM 1
(DOCX 37 kb)
Rights and permissions
About this article
Cite this article
Reshadi, M.A.M., Soleymani Hasani, S., Nazaripour, M. et al. The evolving trends of landfill leachate treatment research over the past 45 years. Environ Sci Pollut Res 28, 66556–66574 (2021). https://doi.org/10.1007/s11356-021-14274-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-14274-x