Assessing microbial stability and predicting biogas production in full-scale thermophilic dry methane fermentation of municipal solid waste.
Gradient boosting decision tree
High-throughput sequencing
Machine learning
Microbial community analysis
Statistical analysis
Journal
Bioresource technology
ISSN: 1873-2976
Titre abrégé: Bioresour Technol
Pays: England
ID NLM: 9889523
Informations de publication
Date de publication:
29 Apr 2024
29 Apr 2024
Historique:
received:
14
12
2023
revised:
28
04
2024
accepted:
29
04
2024
medline:
2
5
2024
pubmed:
2
5
2024
entrez:
1
5
2024
Statut:
aheadofprint
Résumé
Compared to typical anaerobic digestion processes, little is known about both sludge microbial compositions and biogas production models for full-scale dry methane fermentation treating municipal solid waste (MSW). The anaerobic sludge composed of one major hydrogenotrophic methanogen (Methanoculleus) and syntrophic acetate oxidizing bacteria (e.g., Caldicoprobacter), besides enrichment of MSW degraders such as Clostridia. The core population remained phylogenetically unchanged during the fermentation process, regardless of amounts of MSW supplied (∼35 ton/d) or biogas produced (∼12000 Nm
Identifiants
pubmed: 38692378
pii: S0960-8524(24)00469-3
doi: 10.1016/j.biortech.2024.130766
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
130766Informations de copyright
Copyright © 2024. Published by Elsevier Ltd.
Déclaration de conflit d'intérêts
Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.