Application of quadratic regression orthogonal design to develop a composite inoculum for promoting lignocellulose degradation during green waste composting. (September 2018)
- Record Type:
- Journal Article
- Title:
- Application of quadratic regression orthogonal design to develop a composite inoculum for promoting lignocellulose degradation during green waste composting. (September 2018)
- Main Title:
- Application of quadratic regression orthogonal design to develop a composite inoculum for promoting lignocellulose degradation during green waste composting
- Authors:
- Yu, Kefei
Sun, Xiangyang
Li, Suyan
Cai, Linlin
Zhang, Pengfei
Kang, Yue
Yu, Zhihao
Tong, Jing
Wang, Lin - Abstract:
- Highlights: Three lignocellulolytic microorganisms were isolated from compost of green waste. Quadratic regression orthogonal design is feasible to develop composite inocula. The composite inoculum has a considerable effect of lignocellulose degradation. Abstract: The aims of this study are to determine the feasibility of applying QROD (quadratic regression orthogonal design) to optimize a combination of microorganisms and to develop a composite inoculum for promoting lignocellulose degradation during GWC (green waste composting). This feasibility was studied in a laboratory scale experiment, using three lignocellulolytic microorganisms, isolated from the mature phase of GWC by the dilution plating method. After the feasibility was confirmed, a composite inoculum was developed through the results of the optimization, whose effect was evaluated by comparing it with Phanerochaete chrysosporium and EM (Effective Microorganisms) in a pilot scale experiment of GWC. The use of QROD to finish this optimization was proven feasible, because the p value of the regression equation was less than 0.05 (0.0108), meaning that the quadratic regression model is suitable for describing the relationship between the combination of the three microorganisms and their ability to degrade lignocellulose. Additional proof of this feasibility is that the composite inoculum in the quadratic regression orthogonal experiment demonstrated lignocellulose degradation ability similar to the GWC experiment.Highlights: Three lignocellulolytic microorganisms were isolated from compost of green waste. Quadratic regression orthogonal design is feasible to develop composite inocula. The composite inoculum has a considerable effect of lignocellulose degradation. Abstract: The aims of this study are to determine the feasibility of applying QROD (quadratic regression orthogonal design) to optimize a combination of microorganisms and to develop a composite inoculum for promoting lignocellulose degradation during GWC (green waste composting). This feasibility was studied in a laboratory scale experiment, using three lignocellulolytic microorganisms, isolated from the mature phase of GWC by the dilution plating method. After the feasibility was confirmed, a composite inoculum was developed through the results of the optimization, whose effect was evaluated by comparing it with Phanerochaete chrysosporium and EM (Effective Microorganisms) in a pilot scale experiment of GWC. The use of QROD to finish this optimization was proven feasible, because the p value of the regression equation was less than 0.05 (0.0108), meaning that the quadratic regression model is suitable for describing the relationship between the combination of the three microorganisms and their ability to degrade lignocellulose. Additional proof of this feasibility is that the composite inoculum in the quadratic regression orthogonal experiment demonstrated lignocellulose degradation ability similar to the GWC experiment. Although the lignin degradation ability of the composite inoculum did not surpass Phanerochaete chrysosporium, it was stronger than EM. Meanwhile, cellulose degradation ability and humus synthesis ability of the composite inoculum were stronger than for Phanerochaete chrysosporium and were close to EM. It is hard to tell which inoculum is the best since each inoculum had advantages in different aspects, while the composite inoculum still showed a considerable effect of lignocellulose degradation during GWC. … (more)
- Is Part Of:
- Waste management. Volume 79(2018)
- Journal:
- Waste management
- Issue:
- Volume 79(2018)
- Issue Display:
- Volume 79, Issue 2018 (2018)
- Year:
- 2018
- Volume:
- 79
- Issue:
- 2018
- Issue Sort Value:
- 2018-0079-2018-0000
- Page Start:
- 443
- Page End:
- 453
- Publication Date:
- 2018-09
- Subjects:
- Composite inoculum -- Green waste composting -- Quadratic regression orthogonal design
QROD quadratic regression orthogonal design -- GWC green waste composting -- EM Effective Microorganisms -- cfu colony forming unit -- TOC Total Organic Carbon -- TN Total Nitrogen -- rpm revolutions per minute -- PDA Potato Dextrose Agar -- Mnp Manganese peroxidase -- Lip lignin peroxidase -- Lac laccase -- B1 Bacillus sp. 1 -- B2 Bacillus sp. 2 -- A Aspergillus sp. -- dw dry weight -- CK the treatment adding equal volume of water instead of inoculuminocula -- GI Germination Index -- ANOVA One Way Analysis of Variance -- LSD Fisher's Protected Least Significant Difference Test
Hazardous wastes -- Periodicals
Refuse and refuse disposal -- Periodicals
363.728 - Journal URLs:
- http://www.sciencedirect.com/science/journal/0956053X ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.wasman.2018.08.018 ↗
- Languages:
- English
- ISSNs:
- 0956-053X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 9266.674500
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British Library HMNTS - ELD Digital store - Ingest File:
- 18007.xml