Bibliometric analysis of research trends in biogranulation technology for wastewater treatment.
Bibliometric mapping
Environmental remediation
Granular development
Wastewater treatment
Journal
Environmental science and pollution research international
ISSN: 1614-7499
Titre abrégé: Environ Sci Pollut Res Int
Pays: Germany
ID NLM: 9441769
Informations de publication
Date de publication:
05 Aug 2024
05 Aug 2024
Historique:
received:
02
10
2023
accepted:
24
07
2024
medline:
5
8
2024
pubmed:
5
8
2024
entrez:
5
8
2024
Statut:
aheadofprint
Résumé
Inadequate management and treatment of wastewater pose significant threats, including environmental pollution, degradation of water quality, depletion of global water resources, and detrimental effects on human well-being. Biogranulation technology has gained increasing traction for treating both domestic and industrial wastewater, garnering interest from researchers and industrial stakeholders alike. However, the literature lacks comprehensive bibliometric analyses that examine and illuminate research hotspots and trends in this field. This study aims to elucidate the global research trajectory of scientific output in biogranulation technology from 1992 to 2022. Utilizing data from the Scopus database, we conducted an extensive analysis, employing VOSviewer and the R-studio package to visualize and map connections and collaborations among authors, countries, and keywords. Our analysis revealed a total of 1703 journal articles published in English. Notably, China emerged as the leading country, Jin Rencun as the foremost author, Bioresource Technology as the dominant journal, and Environmental Science as the prominent subject area, with the Harbin Institute of Technology leading in institutional contributions. The most prominent author keyword identified through VOSviewer analysis was "aerobic granular sludge," with "sequencing batch reactor" emerging as the dominant research term. Furthermore, our examination using R Studio highlighted "wastewater treatment" and "sewage" as notable research terms within the field. These findings underscore a diverse research landscape encompassing fundamental aspects of granule formation, reactor design, and practical applications. This study offers valuable insights into biogranulation potential for efficient wastewater treatment and environmental remediation, contributing to a sustainable and cleaner future.
Identifiants
pubmed: 39102140
doi: 10.1007/s11356-024-34550-w
pii: 10.1007/s11356-024-34550-w
doi:
Types de publication
Journal Article
Review
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Kurita Water and Environment Foundation
ID : 22Pmy104-14
Informations de copyright
© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.
Références
Abdullah N, Ujang Z, Yahya A (2011) Aerobic granular sludge formation for high strength agro-based wastewater treatment. Bioresour Technol 102:6778–6781. https://doi.org/10.1016/j.biortech.2011.04.009
doi: 10.1016/j.biortech.2011.04.009
Ahmad SFK (2023) Study of liquefied empty fruit bunch oil as bio-based adhesive. Emergent Mater 6:223–230. https://doi.org/10.1007/S42247-023-00448-5/METRICS
doi: 10.1007/S42247-023-00448-5/METRICS
Alhassan M, Jalil AA, Nabgan W et al (2022) Bibliometric studies and impediments to valorization of dry reforming of methane for hydrogen production. Fuel 328:125240. https://doi.org/10.1016/j.fuel.2022.125240
doi: 10.1016/j.fuel.2022.125240
Ali NSA, Muda K, Mohd Amin MF et al (2021) Initialization, enhancement and mechanisms of aerobic granulation in wastewater treatment. Sep Purif Technol 260:118220. https://doi.org/10.1016/j.seppur.2020.118220
doi: 10.1016/j.seppur.2020.118220
Alias MA, Muda K, Affam AC et al (2017) The effect of divalent and trivalent cations on aggregation and surface hydrophobicity of selected microorganism. Environ Eng Res 22:61–74. https://doi.org/10.4491/eer.2016.074
doi: 10.4491/eer.2016.074
Amancio Frutuoso FK, Bandeira de Carvalho C, Gonçalves PS, da Silva VE, Bezerra dos Santos A (2024) Aerobic granulation and bioresource production under intermittent saline stress. J Environ Chem Eng 12:112948. https://doi.org/10.1016/j.jece.2024.112948
doi: 10.1016/j.jece.2024.112948
Ampese LC, Buller LS, Monroy YM, Garcia MP, Ramos-Rodriguez AR, Forster-Carneiro T (2023) Macaúba’s world scenario: a bibliometric analysis. Biomass Convers Biorefin 13(4):3329–3347. https://doi.org/10.1007/s13399-021-01376-2
Appiah A, Li Z, Ofori EK, Mintah C (2023) Global evolutional trend of safety in coal mining industry: a bibliometric analysis. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-023-26714-x
doi: 10.1007/s11356-023-26714-x
Banach-Wiśniewska A, Tomaszewski M, Hellal MS, Ziembińska-Buczyńska A (2021) Effect of biomass immobilization and reduced graphene oxide on the microbial community changes and nitrogen removal at low temperatures. Sci Rep 11:840. https://doi.org/10.1038/s41598-020-80747-7
doi: 10.1038/s41598-020-80747-7
Bao R, Zheng Y, Ma C, Xue L, Cheng W, Ruan A, Li X (2024) A comparative study of algal-bacterial granular sludges and aerobic granular sludge at different C/N ratio: granule characteristics, SND progress and microbial community. J Environ Chem Eng 12(4):113245. https://doi.org/10.1016/j.jece.2024.113245
Basri HF, Anuar AN, Halim MHA et al (2023) Aerobic granular sludge development using diatomite for low-strength wastewater treatment. Environ Monit Assess 195:420. https://doi.org/10.1007/s10661-023-11028-9
doi: 10.1007/s10661-023-11028-9
Caluwé M, Goossens K, Seguel Suazo K et al (2022) Granulation strategies applied to industrial wastewater treatment: from lab to full-scale. Water Sci Technol 85:2761–2771. https://doi.org/10.2166/wst.2022.129
doi: 10.2166/wst.2022.129
Cao S, Du R, Li B et al (2016) High-throughput profiling of microbial community structures in an ANAMMOX-UASB reactor treating high-strength wastewater. Appl Microbiol Biotechnol 100:6457–6467. https://doi.org/10.1007/s00253-016-7427-6
doi: 10.1007/s00253-016-7427-6
Chen H, Jiang W, Yang Y et al (2015) A bibliometric analysis of waste management research during the period 1997–2014. Scientometrics 105:1005–1018. https://doi.org/10.1007/s11192-015-1714-3
doi: 10.1007/s11192-015-1714-3
Cheng Y-F, Li G-F, Liu Y-Y et al (2019) Evaluating the effects of Zn(II) on high-rate biogranule-based denitrification: performance, microbial community and sludge characteristics. Bioresour Technol 279:393–397. https://doi.org/10.1016/j.biortech.2019.02.005
doi: 10.1016/j.biortech.2019.02.005
Cho S, Takahashi Y, Fujii N et al (2010) Nitrogen removal performance and microbial community analysis of an anaerobic up-flow granular bed anammox reactor. Chemosphere 78:1129–1135. https://doi.org/10.1016/j.chemosphere.2009.12.034
doi: 10.1016/j.chemosphere.2009.12.034
Czarnota J, Masłoń A, Zdeb M (2018) Powdered keramsite as unconventional method of AGS technology support in GSBR reactor with minimum-optimum OLR. E3S Web Conf 44:24. https://doi.org/10.1051/e3sconf/20184400024
Czarnota J, Masłoń A (2019) Biogranulation and physical properties of aerobic granules in reactors at low organic loading rate and with powdered ceramsite added. J Ecol Eng 20:202–210. https://doi.org/10.12911/22998993/112489
doi: 10.12911/22998993/112489
Czarnota J, Tomaszek JA, Masłoń A et al (2020) Powdered ceramsite and powdered limestone use in aerobic granular sludge technology. Materials 13(17):3894. https://doi.org/10.3390/ma13173894
doi: 10.3390/ma13173894
de Kreuk MK, van Loosdrecht MCM (2004) Selection of slow growing organisms as a means for improving aerobic granular sludge stability. Water Sci Technol 49:9–17. https://doi.org/10.2166/wst.2004.0792
doi: 10.2166/wst.2004.0792
de Medeiros ADM, da Silva Junior CJG, de Amorim JDP et al (2022) Oily wastewater treatment: methods, challenges, and trends. Processes 10:743. https://doi.org/10.3390/pr10040743
doi: 10.3390/pr10040743
de Sousa Rollemberg SL, de Oliveira LQ, Barros ARM et al (2019) Effects of carbon source on the formation, stability, bioactivity and biodiversity of the aerobic granule sludge. Bioresour Technol 278:195–204. https://doi.org/10.1016/j.biortech.2019.01.071
doi: 10.1016/j.biortech.2019.01.071
Dragoi E-N, Godini K, Koolivand A (2021) Modeling of oily sludge composting process by using artificial neural networks and differential evolution: prediction of removal of petroleum hydrocarbons and organic carbon. Environ Technol Innov 21:101338. https://doi.org/10.1016/j.eti.2020.101338
doi: 10.1016/j.eti.2020.101338
Ekholm J, Persson F, de Blois M et al (2022) Full-scale aerobic granular sludge for municipal wastewater treatment - granule formation, microbial succession, and process performance. Environ Sci (camb) 8:3138–3154. https://doi.org/10.1039/d2ew00653g
doi: 10.1039/d2ew00653g
Elahinik A, de Clercq F, Pabst M et al (2024) Effects of salinity on glycerol conversion and biological phosphorus removal by aerobic granular sludge. Water Res 257:121737. https://doi.org/10.1016/j.watres.2024.121737
doi: 10.1016/j.watres.2024.121737
FaraheenKabirAhmad S, TeongLee K, MuruganVadivelu V (2023) Emerging trends of microalgae bio-granulation research in wastewater treatment: a bibliometric analysis from 2011 to 2023. Biocatal Agric Biotechnol 50:102684. https://doi.org/10.1016/j.bcab.2023.102684
doi: 10.1016/j.bcab.2023.102684
Faraji F, Mahandra H, Wang J, Ghahreman A (2022) Evaluation of medium and applicability of corn steep waste for biogenic cyanide production by Bacillus megaterium for sustainable gold recovery. J Clean Prod 372. https://doi.org/10.1016/j.jclepro.2022.133691
Feng J, Zhang Q, Tan B et al (2022) Microbial community and metabolic characteristics evaluation in start-up stage of electro-enhanced SBR for aniline wastewater treatment. J Water Process Eng 45:102489. https://doi.org/10.1016/j.jwpe.2021.102489
doi: 10.1016/j.jwpe.2021.102489
Gao J, Zhang Q, Su K et al (2010) Biosorption of Acid Yellow 17 from aqueous solution by non-living aerobic granular sludge. J Hazard Mater 174:215–225. https://doi.org/10.1016/j.jhazmat.2009.09.039
doi: 10.1016/j.jhazmat.2009.09.039
Gao D, Yuan X, Liang H, Wu WM (2011) Comparison of biological removal via nitrite with real-time control using aerobic granular sludge and flocculent activated sludge. Appl Microbiol Biotechnol 89:1645–1652. https://doi.org/10.1007/s00253-010-2950-3
doi: 10.1007/s00253-010-2950-3
Geng M, You S, Guo H, Ma F, Xiao X, Zhang J, Ma X (2022) Response of aerobic granular sludge to loading shock: performance and proteomic study. Chem Eng J 444:136458. https://doi.org/10.1016/j.cej.2022.136458
Ghangrekar MM, Shinde VB (2007) Performance of membrane-less microbial fuel cell treating wastewater and effect of electrode distance and area on electricity production. Bioresour Technol 98:2879–2885. https://doi.org/10.1016/j.biortech.2006.09.050
doi: 10.1016/j.biortech.2006.09.050
Giesen A, de Bruin LMM, Niermans RP, van der Roest HF (2013) Advancements in the application of aerobic granular biomass technology for sustainable treatment of wastewater. Water Pract Technol 8:47–54. https://doi.org/10.2166/wpt.2013.007
doi: 10.2166/wpt.2013.007
Gomez-Gallegos MA, Reyes-Mazzoco R, Flores-Cervantes DX et al (2021) Role of organic matter, nitrogen and phosphorous on granulation and settling velocity in wastewater treatment. J Water Process Eng 40:101967. https://doi.org/10.1016/j.jwpe.2021.101967
doi: 10.1016/j.jwpe.2021.101967
Guleria A, Chakma S (2023) A bibliometric and visual analysis of contaminant transport modeling in the groundwater system: current trends, hotspots, and future directions. Environ Sci Pollut Res 30:32032–32051. https://doi.org/10.1007/s11356-022-24370-1
doi: 10.1007/s11356-022-24370-1
Haaksman VA, Schouteren M, van Loosdrecht MCM, Pronk M (2023) Impact of the anaerobic feeding mode on substrate distribution in aerobic granular sludge. Water Res 233:119803. https://doi.org/10.1016/j.watres.2023.119803
doi: 10.1016/j.watres.2023.119803
Hakke VS, Gaikwad RW, Warade AR et al (2023) Artificial neural network prophecy of ion exchange process for Cu (II) eradication from acid mine drainage. Int J Environ Sci Technol. https://doi.org/10.1007/s13762-023-04818-8
doi: 10.1007/s13762-023-04818-8
Hasan M, Abedin MZ, Bin AM et al (2023) Sustainable biofuel economy: a mapping through bibliometric research. J Environ Manage 336:117644
doi: 10.1016/j.jenvman.2023.117644
Hawari AH, Mulligan CN (2006) Biosorption of lead(II), cadmium(II), copper(II) and nickel(II) by anaerobic granular biomass. Bioresour Technol 97:692–700. https://doi.org/10.1016/j.biortech.2005.03.033
doi: 10.1016/j.biortech.2005.03.033
Hwu CS, Tseng SK, Yuan CY et al (1998) Biosorption of long-chain fatty acids in UASB treatment process. Water Res 32:1571–1579. https://doi.org/10.1016/S0043-1354(97)00352-7
doi: 10.1016/S0043-1354(97)00352-7
Ilmasari D, Sahabudin E, Riyadi FA et al (2022) Future trends and patterns in leachate biological treatment research from a bibliometric perspective. J Environ Manage 318:115594. https://doi.org/10.1016/j.jenvman.2022.115594
doi: 10.1016/j.jenvman.2022.115594
Irfan M, Liu X, Hussain K et al (2021) The global research trend on cadmium in freshwater: a bibliometric review. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-021-13894-7
doi: 10.1007/s11356-021-13894-7
Islam MM, Chowdhury MAM, Begum RA, Amir AA (2022) A bibliometric analysis on the research trends of climate change effects on economic vulnerability. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-022-20028-0
doi: 10.1007/s11356-022-20028-0
Janssen AJH, Lens PNL, Stams AJM et al (2009) Application of bacteria involved in the biological sulfur cycle for paper mill effluent purification. Sci Total Environ 407:1333–1343. https://doi.org/10.1016/j.scitotenv.2008.09.054
doi: 10.1016/j.scitotenv.2008.09.054
Jin RC, Yang GF, Zhang QQ et al (2013) The effect of sulfide inhibition on the ANAMMOX process. Water Res 47:1459–1469. https://doi.org/10.1016/j.watres.2012.12.018
doi: 10.1016/j.watres.2012.12.018
Kabir Ahmad SF, Lee KT, Vadivelu VM (2023) Emerging trends of microalgae bio-granulation research in wastewater treatment: a bibliometric analysis from 2011 to 2023. Biocatal Agric Biotechnol 50:102684. https://doi.org/10.1016/j.bcab.2023.102684
Kabir Ahmad SF, Kanadasan G, Lee KT, Vadivelu VM (2024) Insight into recent advances in microalgae biogranulation in wastewater treatment. Crit Rev Biotechnol. https://doi.org/10.1080/07388551.2024.2317785
doi: 10.1080/07388551.2024.2317785
Kazimierowicz J, Dębowski M, Zieliński M (2023) Biohythane production in hydrogen-oriented dark fermentation of aerobic granular sludge (AGS) pretreated with solidified carbon dioxide (SCO2). Int J Mol Sci 24:4442. https://doi.org/10.3390/ijms24054442
doi: 10.3390/ijms24054442
Ke SZ, Shi Z, Zhang T, Fang HHP (2004) Degradation of phenol in an upflow anaerobic sludge blanket (UASB) reactor at ambient temperature. Water Res 16:525–528. https://doi.org/10.1016/0043-1354(95)00309-6
doi: 10.1016/0043-1354(95)00309-6
Kee TC, Bay HH, Lim CK et al (2015) Development of bio-granules using selected mixed culture of decolorizing bacteria for the treatment of textile wastewater. Desalination Water Treat 54:132–139. https://doi.org/10.1080/19443994.2013.877853
doi: 10.1080/19443994.2013.877853
Kim H-G, Ahn D-H (2019) Effects of different hydraulic retention times on contaminant removal efficiency using aerobic granular sludge. J Environ Sci Int 28:669–676. https://doi.org/10.5322/JESI.2019.28.8.669
doi: 10.5322/JESI.2019.28.8.669
Kumar Tiwari A, Kumar A, Raheman H (2007) Biodiesel production from jatropha oil (Jatropha curcas) with high free fatty acids: an optimized process. Biomass Bioenergy 31:569–575. https://doi.org/10.1016/j.biombioe.2007.03.003
doi: 10.1016/j.biombioe.2007.03.003
Leng L, Xiong Q, Yang L et al (2021) An overview on engineering the surface area and porosity of biochar. Sci Total Environ 763:144204. https://doi.org/10.1016/j.scitotenv.2020.144204
doi: 10.1016/j.scitotenv.2020.144204
Lettinga G (1995) Anaerobic digestion and wastewater treatment systems. Antonie Van Leeuwenhoek 67:3–28. https://doi.org/10.1007/BF00872193
doi: 10.1007/BF00872193
Li X, Gao F, Hua Z et al (2005) Treatment of synthetic wastewater by a novel MBR with granular sludge developed for controlling membrane fouling. Sep Purif Technol 46:19–25. https://doi.org/10.1016/j.seppur.2005.04.003
doi: 10.1016/j.seppur.2005.04.003
Li M, Su J, Li Y et al (2021) Suspended membrane bioreactor with extracellular polymeric substances as reserve carbon source for low carbon to nitrogen ratio wastewater: Performance and microbial community composition. Korean J Chem Eng 38:1870–1879. https://doi.org/10.1007/s11814-021-0841-1
doi: 10.1007/s11814-021-0841-1
Li J, Li D, Liang D et al (2024) Static magnetic fields enhance microbial aggregation and adhesion to promote aerobic granulation. Chem Eng J 489:151392. https://doi.org/10.1016/j.cej.2024.151392
doi: 10.1016/j.cej.2024.151392
Liu Z, Liu J, Zhao Y et al (2023) Understanding the effects of algae growth on algae-bacterial granular sludge formation: from sludge characteristics, extracellular polymeric substances, and microbial community. J Clean Prod 410:137327. https://doi.org/10.1016/j.jclepro.2023.137327
doi: 10.1016/j.jclepro.2023.137327
Lotti T, Kleerebezem R, Van Erp Taalman Kip C et al (2014) Anammox growth on pretreated municipal wastewater. Environ Sci Technol 48:7874–7880. https://doi.org/10.1021/es500632k
Lv Y, Wan C, Lee DJ et al (2014) Microbial communities of aerobic granules: granulation mechanisms. Bioresour Technol 169:344–351. https://doi.org/10.1016/j.biortech.2014.07.005
doi: 10.1016/j.biortech.2014.07.005
Mandal P, Gupta AK, Dubey BK (2020) Synthesis of graphite/PbO2 anode: electrodeposition process modeling for improved landfill leachate treatment using RSM and ANN approach. Int J Environ Sci Technol 17:1947–1962. https://doi.org/10.1007/s13762-019-02460-x
doi: 10.1007/s13762-019-02460-x
Manonmani U, Joseph K (2018) Granulation of anammox microorganisms for autotrophic nitrogen removal from wastewater. Environ Chem Lett 16:881–901. https://doi.org/10.1007/s10311-018-0732-9
doi: 10.1007/s10311-018-0732-9
Mao G, Hu H, Liu X et al (2021) A bibliometric analysis of industrial wastewater treatments from 1998 to 2019. Environ Pollut 275:115785. https://doi.org/10.1016/j.envpol.2020.115785
doi: 10.1016/j.envpol.2020.115785
Meng F, Huang W, Liu D et al (2020) Application of aerobic granules-continuous flow reactor for saline wastewater treatment: granular stability, lipid production and symbiotic relationship between bacteria and algae. Bioresour Technol 295:122291. https://doi.org/10.1016/j.biortech.2019.122291
doi: 10.1016/j.biortech.2019.122291
Mwandira W, Nakashima K, Kawasaki S (2017) Bioremediation of lead-contaminated mine waste by Pararhodobacter sp. based on the microbially induced calcium carbonate precipitation technique and its effects on strength of coarse and fine grained sand. Ecol Eng 109:57–64. https://doi.org/10.1016/j.ecoleng.2017.09.011
doi: 10.1016/j.ecoleng.2017.09.011
Najib MZM, Salmiati UZ et al (2017) Developed microbial granules containing photosynthetic pigments for carbon dioxide reduction in palm oil mill effluent. Int Biodeterior Biodegradation 116:163–170. https://doi.org/10.1016/j.ibiod.2016.10.031
doi: 10.1016/j.ibiod.2016.10.031
Nancharaiah YV, Kiran Kumar Reddy G (2018) Aerobic granular sludge technology: mechanisms of granulation and biotechnological applications. Bioresour Technol 247:1128–1143. https://doi.org/10.1016/j.biortech.2017.09.131
doi: 10.1016/j.biortech.2017.09.131
Nezhad MM, Semnani A, Tavakkoli N, Shirani M (2021) Efficient removal and recovery of uranium from industrial radioactive wastewaters using functionalized activated carbon powder derived from zirconium carbide process waste. Environ Sci Pollut Res 28:57073–57089. https://doi.org/10.1007/s11356-021-14638-3
doi: 10.1007/s11356-021-14638-3
Ni BJ, Xie WM, Liu SG et al (2009) Granulation of activated sludge in a pilot-scale sequencing batch reactor for the treatment of low-strength municipal wastewater. Water Res 43:751–761. https://doi.org/10.1016/j.watres.2008.11.009
doi: 10.1016/j.watres.2008.11.009
Ni SQ, Sun N, Yang H et al (2015) Distribution of extracellular polymeric substances in anammox granules and their important roles during anammox granulation. Biochem Eng J 101:126–133. https://doi.org/10.1016/j.bej.2015.05.014
doi: 10.1016/j.bej.2015.05.014
Nikolova-Kuscu R, Powrie W, Smallman DJ (2013) Mechanisms of clogging in granular drainage systems permeated with low organic strength leachate. Can Geotech J 50:632–649. https://doi.org/10.1139/cgj-2012-0146
doi: 10.1139/cgj-2012-0146
Nsenga Kumwimba M, Lotti T, Şenel E et al (2020) Anammox-based processes: how far have we come and what work remains? A Review by Bibliometric Analysis. Chemosphere 238:124627. https://doi.org/10.1016/j.chemosphere.2019.124627
doi: 10.1016/j.chemosphere.2019.124627
Nuid M, Aris A, Abdullah S et al (2023a) Bioaugmentation and enhanced formation of biogranules for degradation of oil and grease: start-up, kinetic and mass transfer studies. J Environ Manage 341:118032. https://doi.org/10.1016/j.jenvman.2023.118032
doi: 10.1016/j.jenvman.2023.118032
Nuid M, Aris A, Krishnen R et al (2023b) Pineapple wastewater as co-substrate in treating real alkaline, non-biodegradable textile wastewater using biogranulation technology. J Environ Manage 344:118501. https://doi.org/10.1016/j.jenvman.2023.118501
doi: 10.1016/j.jenvman.2023.118501
Okaiyeto K, Ekundayo TC, Okoh AI (2020) Global research trends on bioflocculant potentials in wastewater remediation from 1990 to 2019 using a bibliometric approach. Lett Appl Microbiol 71:567–579. https://doi.org/10.1111/lam.13361
doi: 10.1111/lam.13361
Omar AH, Muda K, Toemen S et al (2018) Study on the effect of a static magnetic field in enhancing initial state of biogranulation. J Water Supply Res Technol Aqua 67:484–489. https://doi.org/10.2166/aqua.2018.128
doi: 10.2166/aqua.2018.128
Omar AH, Muda K, Majid ZA et al (2020) Effect of magnetic activated carbon on the surface hydrophobicity for initial biogranulation via response surface methodology. Water Environ Res 92:73–83. https://doi.org/10.1002/wer.1177
doi: 10.1002/wer.1177
Omar AH, Muda K, Omoregie AI et al (2023) Enhancement of biogranules development using magnetized powder activated carbon. Biodegradation. https://doi.org/10.1007/s10532-023-10016-7
doi: 10.1007/s10532-023-10016-7
Omoregie AI, Ouahbi T, Ong DEL et al (2024) Perspective of hydrodynamics in microbial-induced carbonate precipitation: a bibliometric analysis and review of research evolution. Hydrology 11:61. https://doi.org/10.3390/hydrology11050061
doi: 10.3390/hydrology11050061
Pan CG, Liu YS, Ying GG (2016) Perfluoroalkyl substances (PFASs) in wastewater treatment plants and drinking water treatment plants: removal efficiency and exposure risk. Water Res 106:562–570. https://doi.org/10.1016/j.watres.2016.10.045
doi: 10.1016/j.watres.2016.10.045
Petala M, Tsiridis V, Samaras P et al (2006) Wastewater reclamation by advanced treatment of secondary effluents. Desalination 195:109–118. https://doi.org/10.1016/j.desal.2005.10.037
doi: 10.1016/j.desal.2005.10.037
Pishgar R, Lee J, Dominic JA et al (2020) Augmentation of biogranules for enhanced performance of full-scale lagoon-based municipal wastewater treatment plants. Appl Biochem Biotechnol 191:426–443. https://doi.org/10.1007/s12010-020-03256-3
doi: 10.1007/s12010-020-03256-3
Pronk M, de Kreuk MK, de Bruin B et al (2015) Full scale performance of the aerobic granular sludge process for sewage treatment. Water Res 84:207–217. https://doi.org/10.1016/j.watres.2015.07.011
doi: 10.1016/j.watres.2015.07.011
Purba LDA, Md Khudzari J, Iwamoto K et al (2022) Discovering future research trends of aerobic granular sludge using bibliometric approach. J Environ Manage 303:114150. https://doi.org/10.1016/j.jenvman.2021.114150
doi: 10.1016/j.jenvman.2021.114150
Rizzo JL, Schade RE (1969) Secondary treatment with granular activated carbon. Water Sew Works 116:307–312
Rosman NH, Nor Anuar A, Chelliapan S et al (2014) Characteristics and performance of aerobic granular sludge treating rubber wastewater at different hydraulic retention time. Bioresour Technol 161:155–161. https://doi.org/10.1016/j.biortech.2014.03.047
doi: 10.1016/j.biortech.2014.03.047
Sarma SJ, Tay JH, Chu A (2017) Finding knowledge gaps in aerobic granulation technology. Trends Biotechnol 35:66–78. https://doi.org/10.1016/j.tibtech.2016.07.003
doi: 10.1016/j.tibtech.2016.07.003
Satiro J, Gomes A, Florencio L et al (2024) Effect of microalgae and bacteria inoculation on the startup of bioreactors for paper pulp wastewater and biofuel production. J Environ Manage 362:121305. https://doi.org/10.1016/j.jenvman.2024.121305
doi: 10.1016/j.jenvman.2024.121305
Schwarzenbeck N, Borges JM, Wilderer PA (2005) Treatment of dairy effluents in an aerobic granular sludge sequencing batch reactor. Appl Microbiol Biotechnol 66:711–718. https://doi.org/10.1007/s00253-004-1748-6
doi: 10.1007/s00253-004-1748-6
Sulaiman S, Aris A, Abd Razak AS et al (2019) Influence of static mixer on the formation of biogranules. J Teknol 81. https://doi.org/10.11113/jt.v81.10986
Suryati S, Abdul Syukor AR, Azmi A, Khalida M (2021) The effect of static mixer on the properties and performance of aerobic granules under different organic loading rates in treating synthetic textile wastewater. IOP Conf Ser Earth Environ Sci 682:12032. https://doi.org/10.1088/1755-1315/682/1/012032
doi: 10.1088/1755-1315/682/1/012032
Świątczak P, Cydzik-Kwiatkowska A (2018) Performance and microbial characteristics of biomass in a full-scale aerobic granular sludge wastewater treatment plant. Environ Sci Pollut Res 25:1655–1669. https://doi.org/10.1007/s11356-017-0615-9
doi: 10.1007/s11356-017-0615-9
Szabó E, Liébana R, Hermansson M et al (2017) Microbial population dynamics and ecosystem functions of anoxic/aerobic granular sludge in sequencing batch reactors operated at different organic loading rates. Front Microbiol 8:770. https://doi.org/10.3389/fmicb.2017.00770
doi: 10.3389/fmicb.2017.00770
Tan H, Li J, He M et al (2021) Global evolution of research on green energy and environmental technologies: a bibliometric study. J Environ Manage 297:113382. https://doi.org/10.1016/j.jenvman.2021.113382
doi: 10.1016/j.jenvman.2021.113382
Tang CJ, Zheng P, Wang CH et al (2011) Performance of high-loaded ANAMMOX UASB reactors containing granular sludge. Water Res 45:135–144. https://doi.org/10.1016/j.watres.2010.08.018
doi: 10.1016/j.watres.2010.08.018
Tay JH, Liu QS, Liu Y (2002) Characteristics of aerobic granules grown on glucose and acetate in sequential aerobic sludge blanket reactors. Environ Technol (united Kingdom) 23:931–936. https://doi.org/10.1080/09593332308618363
doi: 10.1080/09593332308618363
Tay J-H, Tay ST-L, Ivanov V et al (2003) Biomass and porosity profiles in microbial granules used for aerobic wastewater treatment. Lett Appl Microbiol 36:297–301. https://doi.org/10.1046/j.1472-765X.2003.01312.x
doi: 10.1046/j.1472-765X.2003.01312.x
Truong HTB, Bui HM (2023) Potential of aerobic granular sludge membrane bioreactor (AGMBR) in wastewater treatment. Bioengineered 14:2260139. https://doi.org/10.1080/21655979.2023.2260139
doi: 10.1080/21655979.2023.2260139
Usman M, Ho Y-S (2021) COVID-19 and the emerging research trends in environmental studies: a bibliometric evaluation. Environ Sci Pollut Res 28:16913–16924. https://doi.org/10.1007/s11356-021-13098-z
doi: 10.1007/s11356-021-13098-z
van der Star Wouter RL, Abma Wiebe R, Blommers D et al (2007) Startup of reactors for anoxic ammonium oxidation: experiences from the first full-scale anammox reactor in Rotterdam. Water Res 41:4149–4463. https://doi.org/10.1016/j.watres.2007.03.044
Van Eck NJ, Waltman L (2010) Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics 84:523–538
doi: 10.1007/s11192-009-0146-3
Vázquez-Padín JR, Pozo MJ, Jarpa M et al (2009) Treatment of anaerobic sludge digester effluents by the CANON process in an air pulsing SBR. J Hazard Mater 166:336–341. https://doi.org/10.1016/j.jhazmat.2008.11.055
doi: 10.1016/j.jhazmat.2008.11.055
Verma M, Chakraborty S, Kumari S et al (2023) Co-treatment of stabilized landfill leachate and municipal wastewater in a granular activated carbon-sequencing batch reactor (GAC-SBR). Process Saf Environ Prot 174:424–432. https://doi.org/10.1016/j.psep.2023.04.015
doi: 10.1016/j.psep.2023.04.015
Vlaeminck SE, Terada A, Smets BF et al (2010) Aggregate size and architecture determine microbial activity balance for one-stage partial nitritation and anammox. Appl Environ Microbiol 76:900–909. https://doi.org/10.1128/AEM.02337-09
doi: 10.1128/AEM.02337-09
Wang H, Song Q, Wang J et al (2018) Simultaneous nitrification, denitrification and phosphorus removal in an aerobic granular sludge sequencing batch reactor with high dissolved oxygen: effects of carbon to nitrogen ratios. Sci Total Environ 642:1145–1152. https://doi.org/10.1016/j.scitotenv.2018.06.081
doi: 10.1016/j.scitotenv.2018.06.081
Wang L, Zhan H, Wang Q et al (2019) Enhanced aerobic granulation by inoculating dewatered activated sludge under short settling time in a sequencing batch reactor. Bioresour Technol 286:121386. https://doi.org/10.1016/j.biortech.2019.121386
doi: 10.1016/j.biortech.2019.121386
Wang W, Yan Y, Zhao Y et al (2020) Characterization of stratified EPS and their role in the initial adhesion of anammox consortia. Water Res 169:115223. https://doi.org/10.1016/j.watres.2019.115223
doi: 10.1016/j.watres.2019.115223
Wang Z, Gao J, Dai H et al (2021) Microplastics affect the ammonia oxidation performance of aerobic granular sludge and enrich the intracellular and extracellular antibiotic resistance genes. J Hazard Mater 409:124981. https://doi.org/10.1016/j.jhazmat.2020.124981
doi: 10.1016/j.jhazmat.2020.124981
Wang Q, Li H, Shen Q et al (2022) Biogranulation process facilitates cost-efficient resources recovery from microalgae-based wastewater treatment systems and the creation of a circular bioeconomy. Sci Total Environ 828:154471. https://doi.org/10.1016/j.scitotenv.2022.154471
doi: 10.1016/j.scitotenv.2022.154471
We ACE, Aris A, Zain NAM et al (2021) Influence of static mixer on the development of aerobic granules for the treatment of low-medium strength domestic wastewater. Chemosphere 263:128209. https://doi.org/10.1016/j.chemosphere.2020.128209
doi: 10.1016/j.chemosphere.2020.128209
Wei L, Hu Y, Xue Y et al (2024) Granular sludge characterization and microbial response in a hydroxyapatite (HAP)- anammox coupled process at different nitrogen loading rates. J Water Process Eng 64:105582. https://doi.org/10.1016/j.jwpe.2024.105582
doi: 10.1016/j.jwpe.2024.105582
Wen C, Zhen Z, Zhang L, Yan C (2023) A bibliometric analysis of river health based on publications in the last three decades. Environ Sci Pollut Res 30:15400–15413. https://doi.org/10.1007/s11356-022-23267-3
doi: 10.1007/s11356-022-23267-3
Winkler MKH, Kleerebezem R, Van Loosdrecht MCM (2012) Integration of anammox into the aerobic granular sludge process for main stream wastewater treatment at ambient temperatures. Water Res 46:136–144. https://doi.org/10.1016/j.watres.2011.10.034
doi: 10.1016/j.watres.2011.10.034
Wu D, Zhao B, Zhang P, An Q (2023) Insight into the effect of nitrate on AGS granulation: Granular characteristics, microbial community and metabolomics response. Water Res 236:119949. https://doi.org/10.1016/j.watres.2023.119949
doi: 10.1016/j.watres.2023.119949
Xiao Y, Shen Y, Ji B (2022) Cultivation of microalgal-bacterial granular sludge from activated sludge via granule inoculation: Performance and microbial community. J Clean Prod 380:134875. https://doi.org/10.1016/j.jclepro.2022.134875
doi: 10.1016/j.jclepro.2022.134875
Xu L, Su J, Huang T et al (2021) Simultaneous removal of nitrate and diethyl phthalate using a novel sponge–based biocarrier combined modified walnut shell biochar with Fe3O4 in the immobilized bioreactor. J Hazard Mater 414. https://doi.org/10.1016/j.jhazmat.2021.125578
Yan Z, Li A, Shim H et al (2022) Effect of ozone pretreatment on biogranulation with partial nitritation - anammox two stages for nitrogen removal from mature landfill leachate. J Environ Manage 317:115470. https://doi.org/10.1016/j.jenvman.2022.115470
doi: 10.1016/j.jenvman.2022.115470
Yang X, Flowers RC, Weinberg HS, Singer PC (2011) Occurrence and removal of pharmaceuticals and personal care products (PPCPs) in an advanced wastewater reclamation plant. Water Res 45:5218–5228. https://doi.org/10.1016/j.watres.2011.07.026
doi: 10.1016/j.watres.2011.07.026
Yang B, Wang B, Bin L et al (2025) Evaluation of the shear stability of aerobic granular sludge from a pilot-scale membrane bioreactor: establishment of a quantitative method. J Environ Sci 148:579–590. https://doi.org/10.1016/j.jes.2024.01.050
doi: 10.1016/j.jes.2024.01.050
Yaqoob AA, Fadzli FS, Ibrahim MNM, Yaakop AS (2022) Benthic microbial fuel cells: a sustainable approach for metal remediation and electricity generation from sapodilla waste. Int J Environ Sci Technol. https://doi.org/10.1007/s13762-022-04236-2
doi: 10.1007/s13762-022-04236-2
Yaseen DA, Scholz M (2019) Textile dye wastewater characteristics and constituents of synthetic effluents: a critical review. Int J Environ Sci Technol 16:1193–1226. https://doi.org/10.1007/s13762-018-2130-z
doi: 10.1007/s13762-018-2130-z
Ye J, Li X, Yuan Y et al (2025) Diversity and dynamic response of anaerobic ammonia oxidation granular sludge. J Environ Sci 152:262–275. https://doi.org/10.1016/j.jes.2024.05.016
doi: 10.1016/j.jes.2024.05.016
Yi S, Zhuang W-Q, Wu B et al (2006) Biodegradation of p-nitrophenol by aerobic granules in a sequencing batch reactor. Environ Sci Technol 40:2396–2401. https://doi.org/10.1021/es0517771
doi: 10.1021/es0517771
Yilmaz G, Lemaire R, Keller J, Yuan Z (2008) Simultaneous nitrification, denitrification, and phosphorus removal from nutrient-rich industrial wastewater using granular sludge. Biotechnol Bioeng 100:529–541. https://doi.org/10.1002/bit.21774
doi: 10.1002/bit.21774
Yuan F, Zhao H, Sun H et al (2022) Investigation of microplastics in sludge from five wastewater treatment plants in Nanjing, China. J Environ Manage 301:113793. https://doi.org/10.1016/j.jenvman.2021.113793
doi: 10.1016/j.jenvman.2021.113793
Zaghloul MS, Iorhemen OT, Hamza RA et al (2021) Development of an ensemble of machine learning algorithms to model aerobic granular sludge reactors. Water Res 189:116657. https://doi.org/10.1016/j.watres.2020.116657
doi: 10.1016/j.watres.2020.116657
Zeng P, Liu Y-Q, Li J, Liao M (2024) The aerobic granules process for wastewater treatment: from theory to engineering. Processes 12. https://doi.org/10.3390/pr12040707
Zhao Z, Li J, Dong X et al (2023) Double-edged sword effects of mechanical aeration on granulation of Spirulina platensis for mariculture wastewater treatment. J Water Process Eng 56:104498. https://doi.org/10.1016/j.jwpe.2023.104498
doi: 10.1016/j.jwpe.2023.104498
Zhao Z, Liu Y, Dong X et al (2024) Unveiling the role of ferrous ion in driving microalgae granulation from salt–tolerant strains for mariculture wastewater treatment. Sci Total Environ 923:171315. https://doi.org/10.1016/j.scitotenv.2024.171315
doi: 10.1016/j.scitotenv.2024.171315
Zheng T, Li P, Wu W et al (2018) State of the art on granular sludge by using bibliometric analysis. Appl Microbiol Biotechnol 102:3453–3473. https://doi.org/10.1007/s00253-018-8844-5
doi: 10.1007/s00253-018-8844-5