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Xu Z, Zhuo L, Feng B, Li M, Wang W, Huang H, Wu P. Carbon reduction and water saving potentials for growing corrugated boxes for express delivery services in China. Proc Natl Acad Sci U S A 2024; 121:e2318425121. [PMID: 38557182 PMCID: PMC11009682 DOI: 10.1073/pnas.2318425121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Accepted: 02/20/2024] [Indexed: 04/04/2024] Open
Abstract
Corrugated packaging for express grew by 90 times to 16.5 Mt y-1 in China, where 81% of recent global express delivery growth occurred. However, the environmental impacts of production, usage, disposal, and recycling of corrugated boxes under the entire supply chain remain unclear. Here, we estimate the magnitudes, drivers, and mitigation potentials of cradle-to-grave life-cycle carbon footprint (CF) and three colors of water footprints (WFs) for corrugated cardboard packaging in China. Over 2007 to 2021, CF, blue and gray WFs per unit package decreased by 45%, 60%, and 84%, respectively, while green WF increased by 23% with growing imports of virgin pulp and China's waste ban. National total CF and WFs were 21 to 102 folded with the scale effects. Only a combination of the supply chain reconstruction, lighter single-piece packaging, and increased recycling rate can possibly reduce the environmental footprints by 24 to 44% by 2035.
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Affiliation(s)
- Zenghui Xu
- National Engineering Laboratory for Crop Water Use and College of Soil and Water Conservation Science and Engineering, Northwest Agriculture and Forestry University, Yangling712100, China
| | - La Zhuo
- National Engineering Laboratory for Crop Water Use and College of Soil and Water Conservation Science and Engineering, Northwest Agriculture and Forestry University, Yangling712100, China
- National Engineering Research Center for Water Saving Irrigation at Yangling, Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling712100, China
| | - Bianbian Feng
- National Engineering Laboratory for Crop Water Use and College of Soil and Water Conservation Science and Engineering, Northwest Agriculture and Forestry University, Yangling712100, China
| | - Meng Li
- National Engineering Laboratory for Crop Water Use and College of Soil and Water Conservation Science and Engineering, Northwest Agriculture and Forestry University, Yangling712100, China
| | - Wei Wang
- National Engineering Research Center for Water Saving Irrigation at Yangling, Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling712100, China
- The Research Center of Soil and Water Conservation and Ecological Environment, University of Chinese Academy of Sciences, Beijing100049, China
| | - Hongrong Huang
- College of Environment and Civil Engineering, Dongguan University of Technology, Dongguan523808, China
| | - Pute Wu
- National Engineering Laboratory for Crop Water Use and College of Soil and Water Conservation Science and Engineering, Northwest Agriculture and Forestry University, Yangling712100, China
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Niu H, Chen X, Zhao Y, Zhou J, Xie Y. Exploration of the Linkages between Lignin and Carbohydrates in Kraft Pulp from Wheat Straw Using a 13C/ 2H Isotopic Tracer. Molecules 2023; 28:7493. [PMID: 38005215 PMCID: PMC10673337 DOI: 10.3390/molecules28227493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 11/03/2023] [Accepted: 11/07/2023] [Indexed: 11/26/2023] Open
Abstract
To further our understanding of the change in association between lignin and carbohydrates after kraft pulping, isotope-labeled kraft pulp (KP) was prepared using 13C and D double-isotope-labeled wheat straw, and it was subjected to enzymatic hydrolysis and ionic liquid treatment to explore the linkages between lignin and carbohydrate complexes in wheat straw. Isotope abundance determination showed that 13C and D abundances in the experimental groups were substantially higher than those in the control group, indicating that the injected exogenous coniferin-[α-13C], coniferin-[γ-13C], and d-glucose-[6-D2] were effectively absorbed and metabolized during wheat internode growth. Solid-state CP/MAS 13C-NMR spectroscopy showed that lignin was mainly linked to polysaccharides via acetal, benzyl ether, and benzyl ester bonds. Kraft pulp (KP) from the labeled wheat straw was degraded by cellulase. The obtained residue was fractionated using the ionic liquid DMSO/TBAH to separate the cellulose-lignin complex (KP-CLC) and xylan-lignin complex (KP-XLC). X-ray diffractometer determination showed that the KP-CLC regenerated cellulose type II from type I after the ionic liquid conversion. The 13C-NMR spectrum of Ac-En-KP-CLC showed that the cellulose-lignin complex structure was chemically bonded between the lignin and cellulose through acetal and benzyl ether bonds. The 13C-NMR spectrum of En-KP-XLC showed a lignin-hemicellulose complex structure, wherein lignin and xylan were chemically bonded by benzyl ether and acetal bonds. These results indicate that the cross-linking between lignin and carbohydrates exists in lignocellulosic fibers even after kraft pulping.
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Affiliation(s)
- Hujun Niu
- Research Institute of Pulp & Paper Engineering, Hubei University of Technology, Wuhan 430068, China; (H.N.); (X.C.); (Y.Z.); (J.Z.)
| | - Xudong Chen
- Research Institute of Pulp & Paper Engineering, Hubei University of Technology, Wuhan 430068, China; (H.N.); (X.C.); (Y.Z.); (J.Z.)
| | - Yunbo Zhao
- Research Institute of Pulp & Paper Engineering, Hubei University of Technology, Wuhan 430068, China; (H.N.); (X.C.); (Y.Z.); (J.Z.)
| | - Junyi Zhou
- Research Institute of Pulp & Paper Engineering, Hubei University of Technology, Wuhan 430068, China; (H.N.); (X.C.); (Y.Z.); (J.Z.)
| | - Yimin Xie
- Research Institute of Pulp & Paper Engineering, Hubei University of Technology, Wuhan 430068, China; (H.N.); (X.C.); (Y.Z.); (J.Z.)
- Hubei Provincial Key Laboratory of Green Materials for Light Industry, Hubei University of Technology, Wuhan 430068, China
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Hájková K, Jurczyková T, Filipi M, Bouček J. Chemical pulp from corn stalks. BIOTECHNOLOGY REPORTS (AMSTERDAM, NETHERLANDS) 2023; 37:e00786. [PMID: 36844885 PMCID: PMC9945710 DOI: 10.1016/j.btre.2023.e00786] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 01/17/2023] [Accepted: 02/05/2023] [Indexed: 02/11/2023]
Abstract
This work aimed to carry out chemical cooking of corn stalks, both in a nitrate-alkaline manner and in a soda pulp method. The composition of corn is characterized by cellulose, lignin, ash, and substances extractable into polar and organic solvents. Handsheets were made from the pulp, for which the degree of polymerization, sedimentation rate, and strength properties was determined.
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Affiliation(s)
- Kateřina Hájková
- Czech University of Life Science Prague, Faculty of Forestry and Wood Sciences, Department of Wood Processing and Biomaterials, Kamýcká 1176, 165 21 Prague, Czech Republic,Corresponding author.
| | - Tereza Jurczyková
- Czech University of Life Science Prague, Faculty of Forestry and Wood Sciences, Department of Wood Processing and Biomaterials, Kamýcká 1176, 165 21 Prague, Czech Republic
| | - Michaela Filipi
- University of Pardubice, Faculty of Chemical Technology, Institute of Chemistry and Technology of Macromolecular Materials, Studentská 573, 532 10 Pardubice, Czech Republic
| | - Jiří Bouček
- Czech University of Life Science Prague, Faculty of Forestry and Wood Sciences, Department of Wood Processing and Biomaterials, Kamýcká 1176, 165 21 Prague, Czech Republic,Czech University of Life Science Prague, Faculty of Environmental Sciences, Department of Applied Ecology, Kamýcká 129, 165 21 Prague, Czech Republic
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Abd El-Sayed E, El-Sakhawy M, El-Sakhawy MAM. Non-wood fibers as raw material for pulp and paper industry. NORDIC PULP & PAPER RESEARCH JOURNAL 2020; 35:215-230. [DOI: 10.1515/npprj-2019-0064] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
Abstract
Abstract
Pulp and paper industry in the world have been growing fast. As a result, there has been a massive request for pulp and paper raw materials. The raw materials used in papermaking can be classified into three groups: wood, non-wood, and recycled wastepaper. The Non-wood raw material is an important fiber resource in the regions where forest resources are limited. The current usage of non-wood plant fibers, as rice straws, corn stalks, cotton stalks, and bagasse would play a chief role in increasing papermaking raw materials. Using of non-wood plant fibers in the paper industry associated with some problems, including collection, transportation, storage and handling, washing, bleaching, papermaking, chemical recovery, supply of raw material and the properties of finished paper. Recently, a high-tech innovation in all the fields of papermaking has made non-wood more reasonable with wood as a raw material for papermaking. Although till now, use of non-wood fibers for pulp and paper manufacture was focused in countries with limited wood supply, it is now showing a growing effort even in countries with acceptable wood source due to environmental concerns. Consequently, the future of non-wood plant fibers as pulping and papermaking raw material looks bright.
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Affiliation(s)
- Essam S. Abd El-Sayed
- Cellulose and Paper Department , National Research Centre , 33 El-Bohouth St. (Former EL Tahrir St), Dokki , , Giza , Egypt
| | - Mohamed El-Sakhawy
- Cellulose and Paper Department , National Research Centre , 33 El-Bohouth St. (Former EL Tahrir St), Dokki , , Giza , Egypt
| | - Mohamed Abdel-Monem El-Sakhawy
- Medical Laboratory Sciences Dept. , College of Applied Medical Sciences , Prince Sattam Bin Abdulaziz University , Al-Kharj , KSA
- Medicinal and Aromatic Plants Dept. , Desert Research Center , Cairo , Egypt
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Man Y, Han Y, Liu Y, Lin R, Ren J. Multi-criteria decision making for sustainability assessment of boxboard production: A life cycle perspective considering water consumption, energy consumption, GHG emissions, and internal costs. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2020; 255:109860. [PMID: 31759200 DOI: 10.1016/j.jenvman.2019.109860] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 10/30/2019] [Accepted: 11/11/2019] [Indexed: 06/10/2023]
Abstract
Papermaking is a capital-intensive industry that requires a high consumption of plant fibers, energy, and water. Previous sustainability assessments of papermaking industry primarily focused on separate evaluations for multiple criteria without the integration for criteria and could not compare the overall priority of the production alternatives. The life cycle sustainability for the most representative boxboard production is analyzed as a case study in this work. Life cycle water consumption, energy consumption, greenhouse gas emissions, and internal costs are selected as the assessment criteria. The two multi-criteria decision-making methods are applied to integrate the above criteria to obtain the sustainability sequence under different production pathways. When the papermaking enterprises are regarded as decision-makers, the alternative using waste paper as raw material to manufacture boxboard is the most sustainable, following by mixed fiber. The sustainability sequence of the alternatives using wood and straw as raw materials is controversial due to the different calculation models. Changing the proportion of raw materials and the criteria weights might adjust sustainability sequence of the alternatives.
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Affiliation(s)
- Yi Man
- State Key Laboratory of Pulp and Paper Engineering, South China University of Technology, Guangzhou, 510640, China
| | - Yulin Han
- State Key Laboratory of Pulp and Paper Engineering, South China University of Technology, Guangzhou, 510640, China
| | - Yue Liu
- Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, HongKong, China
| | - Ruojue Lin
- Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, HongKong, China
| | - Jingzheng Ren
- Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, HongKong, China.
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Review of energy consumption research for papermaking industry based on life cycle analysis. Chin J Chem Eng 2019. [DOI: 10.1016/j.cjche.2018.08.017] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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He K, Zhang J, Zeng Y. Knowledge domain and emerging trends of agricultural waste management in the field of social science: A scientometric review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 670:236-244. [PMID: 30903897 DOI: 10.1016/j.scitotenv.2019.03.184] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 03/12/2019] [Accepted: 03/13/2019] [Indexed: 06/09/2023]
Abstract
Many studies have been conducted on agricultural waste management, especially review articles; however, there are few literature analyses from the scientometric and bibliometric perspective. This study is one of the first to offer insights into the research topics and trend evaluation in terms of agricultural waste management over time. Our main findings are as follows: For nearly half a century, the United States has maintained the leading position in research on agricultural waste management. Many core research institutions or scholars are also from the United States. There are four major areas in this field: the research on the low-carbon and energy utilization of agricultural waste, the influence of agricultural waste emissions, the material and energy flow of agricultural waste and the prevention and control of agricultural waste pollution. As time progresses and with the development of environment, economy and society, the popular research topics in different stages vary, but on the whole, the research on agricultural waste management has emerged in the early stage. With the change of global natural resource conditions and political and economic background, there are more space for the future. We believe that research on greenhouse gas emission reduction from agricultural waste management based on specific social policies is extremely urgent, and will be of great significance in reducing agricultural greenhouse gas emission.
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Affiliation(s)
- Ke He
- College of Economics and Management, Huazhong Agricultural University, 1 Shizishan Street, Hongshan, Wuhan 430074, China; Hubei Rural Development Research Center, Wuhan Hubei 430074, China.
| | - Junbiao Zhang
- College of Economics and Management, Huazhong Agricultural University, 1 Shizishan Street, Hongshan, Wuhan 430074, China; Hubei Rural Development Research Center, Wuhan Hubei 430074, China.
| | - Yangmei Zeng
- College of Economics and Management, Huazhong Agricultural University, 1 Shizishan Street, Hongshan, Wuhan 430074, China; Hubei Rural Development Research Center, Wuhan Hubei 430074, China
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Song P, Ping L, Gao J, Li X, Zhu M, Wang J. Ecotoxicological effects of fertilizers made from pulping waste liquor on earthworm Eisenia fetida. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2018; 166:237-241. [PMID: 30273846 DOI: 10.1016/j.ecoenv.2018.09.092] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 08/29/2018] [Accepted: 09/21/2018] [Indexed: 06/08/2023]
Abstract
In recent years, increasing efforts have focused on production of organic-inorganic compound fertilizers using ammonium sulfite pulping waste liquor. However, their ecological effects on soil have not been studied. In this study, earthworm Eisenia fetida was exposed to various doses (0, 0.13, 0.26 and 0.52 kg/m2) for different time (7, 14, 21, and 28 d) to evaluate the effects of fertilizers made from pulping waste liquor, including reactive oxygen species (ROS) generation, antioxidant enzymes activities, glutathione S-transferase enzyme (GST) activity, malondialdehyde (MDA) content and DNA damage. Results showed that there were significant increase of ROS and MDA levels after 14 d, inducing production of antioxidant enzymes (superoxide dismutase (SOD), peroxidase (POD) and catalase (CAT)) as well as GST. Before 14 d, excess ROS and MDA caused damage to the DNA of earthworms, leading to gradual increase of Olive tail moment (OTM) in the comet assay. With the exposure time extended to 28 d, owing to the combined effects of elimination of free radicals by antioxidant enzymes and detoxification enzymes as well as self-repairing function of cells, ROS and MDA levels declined slightly and OTM gradually decreased. In summary, this study indicated that there was a toxicological effect on earthworms when fertilizers made from pulping waste liquor were applied to soil, which needs more attention.
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Affiliation(s)
- Peipei Song
- College of Resources and Environment, Key Laboratory of Agricultural Environment, Shandong Agricultural University, Tai'an 271000, PR China
| | - Lingwen Ping
- College of Resources and Environment, Key Laboratory of Agricultural Environment, Shandong Agricultural University, Tai'an 271000, PR China
| | - Jianpeng Gao
- College of Resources and Environment, Key Laboratory of Agricultural Environment, Shandong Agricultural University, Tai'an 271000, PR China
| | - Xianxu Li
- College of Resources and Environment, Key Laboratory of Agricultural Environment, Shandong Agricultural University, Tai'an 271000, PR China
| | - Mengjiao Zhu
- College of Resources and Environment, Key Laboratory of Agricultural Environment, Shandong Agricultural University, Tai'an 271000, PR China
| | - Jun Wang
- College of Resources and Environment, Key Laboratory of Agricultural Environment, Shandong Agricultural University, Tai'an 271000, PR China.
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Chen Z, Wang D, Sun M, Hao Ngo H, Guo W, Wu G, Jia W, Shi L, Wu Q, Guo F, Hu HY. Sustainability evaluation and implication of a large scale membrane bioreactor plant. BIORESOURCE TECHNOLOGY 2018; 269:246-254. [PMID: 30189377 DOI: 10.1016/j.biortech.2018.08.107] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Revised: 08/24/2018] [Accepted: 08/25/2018] [Indexed: 06/08/2023]
Abstract
Membrane bioreactor (MBR) technology is receiving increasing attention in wastewater treatment and reuse. This study presents an integral sustainability evaluation of a full scale MBR plant. The plant is capable of achieving prominent technical performance in terms of high compliance rate, low variation in effluent quality and high removal efficiency during long term operation. It is also more responsive to the new local standard with rigorous limits. However, electricity consumption is found to be the dominant process resulting in elevated life cycle environmental impacts and costs, accounting for 51.6% of the costs. As such, it is suggested to optimize energy use in MBR unit and implement sludge treatment and management. The prolonged membrane life span could also contribute largely to reduced life cycle environmental concerns and expenses. This study is of great theoretical significance and applicable value in guaranteeing the performance and sustainability of large scale MBR schemes.
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Affiliation(s)
- Zhuo Chen
- Environmental Simulation and Pollution Control State Key Joint Laboratory, State Environmental Protection Key Laboratory of Microorganism Application and Risk Control (SMARC), School of Environment, Tsinghua University, Beijing 100084, PR China
| | - Dan Wang
- Environmental Simulation and Pollution Control State Key Joint Laboratory, State Environmental Protection Key Laboratory of Microorganism Application and Risk Control (SMARC), School of Environment, Tsinghua University, Beijing 100084, PR China; Key Laboratory of Microorganism Application and Risk Control of Shenzhen, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, PR China
| | - Mingxing Sun
- International Ecosystem Management Partnership, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, PR China
| | - Huu Hao Ngo
- School of Civil and Environmental Engineering, University of Technology Sydney, Broadway, NSW 2007, Australia
| | - Wenshan Guo
- School of Civil and Environmental Engineering, University of Technology Sydney, Broadway, NSW 2007, Australia
| | - Guangxue Wu
- Key Laboratory of Microorganism Application and Risk Control of Shenzhen, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, PR China; Shenzhen Environmental Science and New Energy Technology Engineering Laboratory, Tsinghua-Berkeley Shenzhen Institute, Shenzhen 518055, PR China
| | - Wenjie Jia
- Research Institute for Environmental Innovation (Suzhou), Tsinghua University, Suzhou 215163, PR China
| | - Lei Shi
- Environmental Simulation and Pollution Control State Key Joint Laboratory, State Environmental Protection Key Laboratory of Microorganism Application and Risk Control (SMARC), School of Environment, Tsinghua University, Beijing 100084, PR China
| | - Qianyuan Wu
- Key Laboratory of Microorganism Application and Risk Control of Shenzhen, Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, PR China; Shenzhen Environmental Science and New Energy Technology Engineering Laboratory, Tsinghua-Berkeley Shenzhen Institute, Shenzhen 518055, PR China
| | - Fang Guo
- Kunming Dianchi Water Treatment Co. Ltd., Kunming 650228, PR China
| | - Hong-Ying Hu
- Environmental Simulation and Pollution Control State Key Joint Laboratory, State Environmental Protection Key Laboratory of Microorganism Application and Risk Control (SMARC), School of Environment, Tsinghua University, Beijing 100084, PR China; Shenzhen Environmental Science and New Energy Technology Engineering Laboratory, Tsinghua-Berkeley Shenzhen Institute, Shenzhen 518055, PR China.
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Qin Z, Sun M, Luo X, Zhang H, Xie J, Chen H, Yang L, Shi L. Life-cycle assessment of tobacco stalk utilization. BIORESOURCE TECHNOLOGY 2018; 265:119-127. [PMID: 29885497 DOI: 10.1016/j.biortech.2018.05.110] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 05/30/2018] [Accepted: 05/31/2018] [Indexed: 06/08/2023]
Abstract
The aim of this work was to investigate the environmental performance of different tobacco stalk methods using Life Cycle Assessment (LCA). Three scenarios were established: biodegradable plant nursery tray (PNT) making, open burning, and indoor incineration. The results showed that 3380, 1590, 1320 kg CO2-eq, 25.7, 1.97,1.99 kg SO2-eq are generated for global warming and acidification in biodegradable PNT making, open burning, and indoor incineration scenarios respectively. The overall environmental impact for biodegradable PNT making is higher than that of open burning, and indoor incineration. The dominant factors contributing to environmental impact in biodegradable PNT making include electricity consumption, solid waste landfill etc. Through technical optimization, the environmental impact of biodegradable PNT making could be reduced greatly. Biodegradable PNT making with tobacco stalk, which follows the cyclic economy principles of maximum material utilization and waste minimization, provides an alternative for agricultural residue utilization.
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Affiliation(s)
- Zuodong Qin
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, Yongzhou 425100, China; Institute of Biological Engineering, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, China
| | - Mingxing Sun
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 100084, China; Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3) and Tyndall Center, Department of Environmental Science & Engineering, Fudan University, Shanghai 200438, China
| | - Xiaofang Luo
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, Yongzhou 425100, China
| | - Hongrui Zhang
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, Yongzhou 425100, China
| | - Jiyong Xie
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, Yongzhou 425100, China
| | - Haifeng Chen
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, Yongzhou 425100, China
| | - Lirong Yang
- Institute of Biological Engineering, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, China
| | - Lei Shi
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 100084, China.
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