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A Novel Framework for Anammox Process Improvement: Integrating Machine Learning Insights with Microbial Community Analysis

https://doi.org/10.2139/ssrn.6098035
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Differentiation in the microbial ecology and activity of suspended and attached bacteria in a nitritation‐anammox process
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Microbial Community Composition and Ultrastructure of Granules from a Full-Scale Anammox Reactor
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Unravelling the reasons for disproportion in the ratio of AOB and NOB in aerobic granular sludge
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High-throughput profiling of microbial community structures in an ANAMMOX-UASB reactor treating high-strength wastewater
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Microbial community analysis of a full-scale DEMON bioreactor
inferredcites →https://doi.org/10.1016/b978-0-12-398264-3.00003-6openalex-snapshot
Anammox—Growth Physiology, Cell Biology, and Metabolism
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The occurrence and role of Nitrospira in nitrogen removal systems
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Shortcut nitrification-denitrification and biological phosphorus removal in acetate- and ethanol-fed moving bed biofilm reactors under microaerobic/aerobic conditions
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Kinetic modeling and microbiological study of two-step nitrification in a membrane bioreactor and hybrid moving bed biofilm reactor–membrane bioreactor for wastewater treatment
inferredcites →https://doi.org/10.1016/j.cej.2014.09.067openalex-snapshot
Microbial characterization of aggregates within a one-stage nitritation–anammox system using high-throughput amplicon sequencing
inferredcites →https://doi.org/10.1016/j.copbio.2018.01.015openalex-snapshot
Complete ammonia oxidation: an important control on nitrification in engineered ecosystems?
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In silico study of intrinsic dynamics of full-length apo-ACE2 and RBD-ACE2 complex
inferredcites →https://doi.org/10.1016/j.ese.2023.100310openalex-snapshot
Unifying concepts in methanogenic, aerobic, and anammox sludge granulation
inferredcites →https://doi.org/10.1016/j.jenvman.2010.10.044openalex-snapshot
Short- and long-term effects of ammonium and nitrite on the Anammox process
inferredcites →https://doi.org/10.1016/j.jenvman.2019.06.053openalex-snapshot
Moving bed biofilm reactor technology in municipal wastewater treatment: A review
inferredcites →https://doi.org/10.1016/j.watres.2010.08.018openalex-snapshot
Performance of high-loaded ANAMMOX UASB reactors containing granular sludge
inferredcites →https://doi.org/10.1016/j.watres.2014.02.032openalex-snapshot
Full-scale partial nitritation/anammox experiences – An application survey
inferredcites →https://doi.org/10.1016/j.watres.2014.07.047openalex-snapshot
Simultaneous partial nitritation and anammox at low temperature with granular sludge
inferredcites →https://doi.org/10.1016/j.watres.2016.05.005openalex-snapshot
Mainstream partial nitritation and anammox: long-term process stability and effluent quality at low temperatures
inferredcites →https://doi.org/10.1016/j.watres.2019.03.060openalex-snapshot
Comammox Nitrospira are the dominant ammonia oxidizers in a mainstream low dissolved oxygen nitrification reactor
inferredcites →https://doi.org/10.1016/j.ymeth.2019.03.003openalex-snapshot
MetaPheno: A critical evaluation of deep learning and machine learning in metagenome-based disease prediction
inferredcites →https://doi.org/10.1021/es201489nopenalex-snapshot
Modeling Nitrous Oxide Production during Biological Nitrogen Removal via Nitrification and Denitrification: Extensions to the General ASM Models
inferredcites →https://doi.org/10.1021/es501649mopenalex-snapshot
Low Temperature Partial Nitritation/Anammox in a Moving Bed Biofilm Reactor Treating Low Strength Wastewater
inferredcites →https://doi.org/10.1038/22749openalex-snapshot
Missing lithotroph identified as new planctomycete
inferredcites →https://doi.org/10.1038/ismej.2014.50openalex-snapshot
Deterministic processes guide long-term synchronised population dynamics in replicate anaerobic digesters
inferredcites →https://doi.org/10.1038/ismej.2015.117openalex-snapshot
The activated sludge ecosystem contains a core community of abundant organisms
inferredcites →https://doi.org/10.1038/nature16461openalex-snapshot
Complete nitrification by Nitrospira bacteria
inferredcites →https://doi.org/10.1038/ncomms11172openalex-snapshot
Genome-based microbial ecology of anammox granules in a full-scale wastewater treatment system
inferredcites →https://doi.org/10.1038/ncomms15416openalex-snapshot
Metabolic network analysis reveals microbial community interactions in anammox granules
inferredcites →https://doi.org/10.1038/nrmicro.2016.94openalex-snapshot
Biofilms: an emergent form of bacterial life
inferredcites →https://doi.org/10.1038/nrmicro1838openalex-snapshot
Physiological heterogeneity in biofilms
inferredcites →https://doi.org/10.1038/s41467-021-22203-2openalex-snapshot
Connecting structure to function with the recovery of over 1000 high-quality metagenome-assembled genomes from activated sludge using long-read sequencing
inferredcites →https://doi.org/10.1038/s41559-018-0519-1openalex-snapshot
Function and functional redundancy in microbial systems
inferredcites →https://doi.org/10.1038/s41579-019-0255-9openalex-snapshot
Common principles and best practices for engineering microbiomes
inferredcites →https://doi.org/10.1073/pnas.0801925105openalex-snapshot
Resistance, resilience, and redundancy in microbial communities
inferredcites →https://doi.org/10.1073/pnas.1506533112openalex-snapshot
Expanded metabolic versatility of ubiquitous nitrite-oxidizing bacteria from the genus Nitrospira
inferredcites →https://doi.org/10.1111/1462-2920.12674openalex-snapshot
Physiological characterization of anaerobic ammonium oxidizing bacterium ‘ C andidatus J ettenia caeni’
inferredcites →https://doi.org/10.1111/1462-2920.13134openalex-snapshot
Ecology and physiology of anaerobic ammonium oxidizing bacteria
inferredcites →https://doi.org/10.1111/1574-6976.12014openalex-snapshot
How to make a living from anaerobic ammonium oxidation
inferredcites →https://doi.org/10.1111/1751-7915.12435openalex-snapshot
Community structure of partial nitritation‐anammox biofilms at decreasing substrate concentrations and low temperature
inferredcites →https://doi.org/10.1111/gcb.14877openalex-snapshot
Nitrous oxide production by ammonia oxidizers: Physiological diversity, niche differentiation and potential mitigation strategies
inferredcites →https://doi.org/10.1111/j.1574-6976.1998.tb00379.xopenalex-snapshot
The anaerobic oxidation of ammonium
inferredcites →https://doi.org/10.1128/aem.02337-09openalex-snapshot
Aggregate Size and Architecture Determine Microbial Activity Balance for One-Stage Partial Nitritation and Anammox
inferredcites →https://doi.org/10.1128/aem.03660-14openalex-snapshot
Resistant Microbial Cooccurrence Patterns Inferred by Network Topology
inferredcites →https://doi.org/10.1128/mmbr.00002-17openalex-snapshot
Stochastic Community Assembly: Does It Matter in Microbial Ecology?
inferredcites →https://doi.org/10.1128/mmbr.05025-11openalex-snapshot
Anaerobic Ammonium-Oxidizing Bacteria: Unique Microorganisms with Exceptional Properties
inferredcites →https://doi.org/10.1146/annurev.micro.55.1.485openalex-snapshot
Ammonia-Oxidizing Bacteria: A Model for Molecular Microbial Ecology
inferredcites →https://doi.org/10.2166/wst.2013.150openalex-snapshot
Going for mainstream deammonification from bench to full scale for maximized resource efficiency
inferredcites →https://doi.org/10.2166/wst.2013.156openalex-snapshot
Experience from start-ups of the first ANITA Mox Plants
inferredcites →https://doi.org/10.2166/wst.2015.189openalex-snapshot
Energy performance indicators of wastewater treatment: a field study with 17 Portuguese plants
inferredcites →https://doi.org/10.2175/106143010x12851009156286openalex-snapshot
Moving Bed Biofilm Reactor Technology: Process Applications, Design, and Performance
inferredcites →https://doi.org/10.3389/fmicb.2012.00417openalex-snapshot
Fundamentals of Microbial Community Resistance and Resilience
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