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
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

130766

Informations 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.

Auteurs

Yuya Sato (Y)

Environmental Management Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 16-1 Onogawa, Tsukuba, Ibaraki 305-8569, Japan.

Kentaro Hasemi (K)

Kagawa Prefectural Industrial Technology Center, 587-1 Goto-cho, Takamatsu, Kagawa 761-8031, Japan.

Kazunori Machikawa (K)

Fuji Clean Corporation, Ltd., 2994-1 Yamadashimo, Ayagawacho, Ayauta, Kagawa 761-2204, Japan.

Hisato Kinjo (H)

Fuji Clean Corporation, Ltd., 2994-1 Yamadashimo, Ayagawacho, Ayauta, Kagawa 761-2204, Japan.

Naohisa Yashiro (N)

Fuji Clean Corporation, Ltd., 2994-1 Yamadashimo, Ayagawacho, Ayauta, Kagawa 761-2204, Japan.

Yosuke Iimura (Y)

Environmental Management Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 16-1 Onogawa, Tsukuba, Ibaraki 305-8569, Japan.

Hiroshi Aoki (H)

Environmental Management Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 16-1 Onogawa, Tsukuba, Ibaraki 305-8569, Japan.

Hiroshi Habe (H)

Environmental Management Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 16-1 Onogawa, Tsukuba, Ibaraki 305-8569, Japan. Electronic address: hiroshi.habe@aist.go.jp.

Classifications MeSH