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Wang J, Yang Y, Wu J, Zhao K, Zhang X. The interaction between biochar and earthworms: Revealing the potential ecological risks of biochar application and the feasibility of their co-application. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 950:175240. [PMID: 39111445 DOI: 10.1016/j.scitotenv.2024.175240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 06/28/2024] [Accepted: 08/01/2024] [Indexed: 08/10/2024]
Abstract
Biochar's interaction with soil-dwelling organisms, particularly earthworms, is crucial in ensuring the effective and secure utilization of biochar in the soil. This review introduces the application of biochar in soil, summarizes how earthworms respond to biochar-amended soil and the underlying factors that can influence their response, discusses the synergistic and antagonistic impacts of earthworm activity on the efficacy of biochar, and considers the feasibility of applying them together. A review of existing research has identified uncertainty in the effect of biochar exposure on earthworms, with biochar derived from animal wastes, produced at higher pyrolysis temperatures, and used at higher doses of biochar having more negative effects on earthworms. Habitat modification, toxicity release, particle effects, and contaminant immobilization are underlying factors in how biochar affects earthworm indicators. While biochar in contaminated soils may alleviate the stress of pollutants on earthworms by decreasing their bioaccumulation, this remedial effect is not always effective. Additionally, earthworm bioturbation can enhance the migration, fragmentation, and oxidation of biochar, while also stimulating extracellular enzymes that convert biochar into 'vermichar'. Earthworms and biochar can synergize well to improve soil fertility and remediate soil organic pollution, yet exhibit contrasting roles in soil C sequestration and immobilizing heavy metals in soil. These findings highlight both the advantages and risks of their co-application. Therefore, when considering the use of biochar alone or with earthworms, it is crucial to thoroughly assess its potential ecotoxicity on earthworms and other soil organisms, as well as the influence of bioturbation, such as that caused by earthworms, on the effectiveness of biochar.
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Affiliation(s)
- Jie Wang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; College of Environmental and Resource Sciences, Zhejiang A&F University, Hangzhou 311300, China
| | - Yuxiang Yang
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; College of Environmental and Resource Sciences, Zhejiang A&F University, Hangzhou 311300, China
| | - Jizi Wu
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; College of Environmental and Resource Sciences, Zhejiang A&F University, Hangzhou 311300, China
| | - Keli Zhao
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China; College of Environmental and Resource Sciences, Zhejiang A&F University, Hangzhou 311300, China.
| | - Xiaokai Zhang
- School of Environmental and Civil Engineering, Jiangnan University, Wuxi 214122, China
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Uysal Y, Doğaroğlu ZG, Makas MN, Çaylali Z. Boosting Water Retention in Agriculture: Vine Biochar-Doped Hydrogels' Swelling and Germination Effects. GLOBAL CHALLENGES (HOBOKEN, NJ) 2024; 8:2300254. [PMID: 38745560 PMCID: PMC11090214 DOI: 10.1002/gch2.202300254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 12/26/2023] [Indexed: 05/16/2024]
Abstract
Water scarcity presents a formidable challenge to agriculture, particularly in arid, semiarid, and rainfed settings. In agricultural contexts, hydrogels serve as granular agents for water retention, undergoing considerable expansion upon water exposure. They assume versatile roles encompassing soil-water retention, the dispensation of nutrients and pesticides, seed encapsulation, erosion mitigation, and even food supplementation. This study's objective involves the examination of biochar-infused hydrogels, fashioned by incorporating vine pruning waste-derived biochars, and the assessment of swelling behaviors in various aqueous environments encompassing deionized, tap, and saline water at concentrations of 0.5-1%. Characterizations of the vine-biochars-VB and biochar-incorporated hydrogels-VBHG are executed, with particular attention to their swelling properties across diverse media. As an initial step toward appraising their agricultural relevance, these hydrogels are introduced to a germination medium featuring wheat seeds to discern potential influences on germination dynamics. The maximum swelling capacity of VBHG is recorded in deionized water, tap water at pH 7.0, tap water at pH 9.0, saline water at 0.5%, and saline water at 1%, reaching 352%, 207%, 230%, 522%, and 549%, respectively. Remarkably, the 0.5% VBHG treatment exhibits the most pronounced root elongation. The application of hydrogels in agriculture exhibits promise, particularly within drought-related contexts and potential soilless applications.
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Affiliation(s)
- Yağmur Uysal
- Mersin UniversityEngineering FacultyEnvironmental Engineering DepartmentMersin33343Turkey
| | | | - Mehmet Nuri Makas
- Mersin UniversityEngineering FacultyEnvironmental Engineering DepartmentMersin33343Turkey
| | - Zehranur Çaylali
- Mersin UniversityEngineering FacultyEnvironmental Engineering DepartmentMersin33343Turkey
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Li J, Xie N, Feng C, Wang C, Huang R, Tao Q, Tang X, Wu Y, Luo Y, Li Q, Li B. Pore size and organic carbon of biochar limit the carbon sequestration potential of Bacillus cereus SR. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 274:116229. [PMID: 38508101 DOI: 10.1016/j.ecoenv.2024.116229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 03/11/2024] [Accepted: 03/14/2024] [Indexed: 03/22/2024]
Abstract
Carbon-fixing functional strain-loaded biochar may have significant potential in carbon sequestration given the global warming situation. The carbon-fixing functional strain Bacillus cereus SR was loaded onto rice straw biochar pyrolyzed at different temperatures with the anticipation of clarifying the carbon sequestration performance of this strain on biochar and the interaction effects with biochar. During the culture period, the content of dissolved organic carbon (DOC), easily oxidizable organic carbon, and microbial biomass carbon in biochar changed. This finding indicated that B. cereus SR utilized organic carbon for survival and enhanced carbon sequestration on biochar to increase organic carbon, manifested by changes in CO2 emissions and ribulose-1,5-bisphosphate carboxylase/oxygenase (Rubisco) enzyme activity. Linear regression analysis showed that the strain was likely to consume DOC on 300 °C biochar, although the Rubisco enzyme activity was higher. In contrast, the strain had a higher carbon sequestration potential on 500 °C biochar. Correlation analysis showed that Rubisco enzyme activity was controlled by the physical structure of the biochar. Our results highlight the differences in the survival mode and carbon sequestration potential of B. cereus SR on biochar pyrolyzed at different temperatures.
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Affiliation(s)
- Jie Li
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China
| | - Ningyi Xie
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China
| | - Changchun Feng
- China National Tobacco Corporation Sichuan, Chengdu 610041, China
| | - Changquan Wang
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China.
| | - Rong Huang
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China
| | - Qi Tao
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China
| | - Xiaoyan Tang
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China
| | - Yingjie Wu
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China
| | - Youlin Luo
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China
| | - Qiquan Li
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China
| | - Bing Li
- College of Resources, Sichuan Agricultural University, Chengdu 611130, China.
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Wu X, Yang F, Zhang J, Gao F, Hu YC, Yang K, Wang P. Biochar's role in improving pakchoi quality and microbial community structure in rhizosphere soil. PeerJ 2024; 12:e16733. [PMID: 38515457 PMCID: PMC10956520 DOI: 10.7717/peerj.16733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 12/07/2023] [Indexed: 03/23/2024] Open
Abstract
Background Biochar amendments enhance crop productivity and improve agricultural quality. To date, studies on the correlation between different amounts of biochar in pakchoi (Brassica campestris L.) quality and rhizosphere soil microorganisms are limited, especially in weakly alkaline soils. The experiment was set up to explore the effect of different concentrations of biochar on vegetable quality and the correlation between the index of quality and soil bacterial community structure changes. Methods The soil was treated in the following ways via pot culture: the blank control (CK) without biochar added and with biochar at different concentrations of 1% (T1), 3% (T2), 5% (T3), and 7% (T4). Here, we investigatedthe synergistic effect of biochar on the growth and quality of pakchoi, soil enzymatic activities, and soil nutrients. Microbial communities from pakchoi rhizosphere soil were analyzed by Illumina MiSeq. Results The results revealed that adding 3% biochar significantly increased plant height, root length, and dry weight of pakchoi and increased the contents of soluble sugars, soluble proteins, Vitamin C (VC), cellulose, and reduced nitrate content in pakchoi leaves. Meanwhile, soil enzyme activities and available nutrient content in rhizosphere soil increased. This study demonstrated that the the microbial community structure of bacteria in pakchoi rhizosphere soil was changed by applying more than 3% biochar. Among the relatively abundant dominant phyla, Gemmatimonadetes, Anaerolineae, Deltaproteobacteria and Verrucomicrobiae were reduced, and Alphaproteobacteria, Gammaproteobacteria, Bacteroidia, and Acidimicrobiia relative abundance increased. Furthermore, adding 3% biochar reduced the relative abundance of Gemmatimonas and increased the relative abundances of Ilumatobacter, Luteolibacter, Lysobacter, Arthrobacter, and Mesorhizobium. The nitrate content was positively correlated with the abundance of Gemmatimonadetes, and the nitrate content was significantly negatively correlated with the relative abundance of Ilumatobacter. Carbohydrate transport and metabolism in the rhizosphere soil of pakchoi decreased, and lipid transport and metabolism increased after biochar application. Conclusion Overall, our results indicated that applying biochar improved soil physicochemical states and plant nutrient absorption, and affected the abundance of dominant bacterial groups (e.g., Gemmatimonadetes and Ilumatobacter), these were the main factors to increase pakchoi growth and promote quality of pakchoi. Therefore, considering the growth, quality of pakchoi, and soil environment, the effect of using 3% biochar is better.
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Affiliation(s)
- Xia Wu
- College of Horticulture and Landscape, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
- Post-doctoral Workstation of Agricultural Products Processing Quality Supervision, Inspection and Testing Center (Daqing), Ministry of Agriculture, Daqing, Heilongjiang, China
- Heilongjiang Bayi Agricultural University, Ministry of Agriculture and Rural Aûairs, Key Laboratory of Low-carbon Green Agriculture Carbon in Northeastrn China, Daqing, Heilongjiang, China
| | - Fengjun Yang
- College of Horticulture and Landscape, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Jili Zhang
- College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Feng Gao
- College of Horticulture and Landscape, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Yi Chen Hu
- College of Horticulture and Landscape, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Kejun Yang
- Post-doctoral Workstation of Agricultural Products Processing Quality Supervision, Inspection and Testing Center (Daqing), Ministry of Agriculture, Daqing, Heilongjiang, China
- College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
| | - Peng Wang
- Post-doctoral Workstation of Agricultural Products Processing Quality Supervision, Inspection and Testing Center (Daqing), Ministry of Agriculture, Daqing, Heilongjiang, China
- College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, China
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Dong Q, LeFevre GH, Mattes TE. Black Carbon Impacts on Paraburkholderia xenovorans Strain LB400 Cell Enrichment and Activity: Implications toward Lower-Chlorinated Polychlorinated Biphenyls Biodegradation Potential. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:3895-3907. [PMID: 38356175 PMCID: PMC10902836 DOI: 10.1021/acs.est.3c09183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 01/29/2024] [Accepted: 01/30/2024] [Indexed: 02/16/2024]
Abstract
Volatilization of lower-chlorinated polychlorinated biphenyls (LC-PCBs) from sediment poses health threats to nearby communities and ecosystems. Biodegradation combined with black carbon (BC) materials is an emerging bioaugmentation approach to remove PCBs from sediment, but development of aerobic biofilms on BC for long-term, sustained LC-PCBs remediation is poorly understood. This work aimed to characterize the cell enrichment and activity of biphenyl- and benzoate-grown Paraburkholderia xenovorans strain LB400 on various BCs. Biphenyl dioxygenase gene (bphA) abundance on four BC types demonstrated corn kernel biochar hosted at least 4 orders of magnitude more attached cells per gram than other feedstocks, and microscopic imaging revealed the attached live cell fraction was >1.5× more on corn kernel biochar than GAC. BC characteristics (i.e., sorption potential, pore size, pH) appear to contribute to cell attachment differences. Reverse transcription qPCR indicated that BC feedstocks significantly influenced bphA expression in attached cells. The bphA transcript-per-gene ratio of attached cells was >10-fold more than suspended cells, confirmed by transcriptomics. RNA-seq also demonstrated significant upregulation of biphenyl and benzoate degradation pathways on attached cells, as well as revealing biofilm formation potential/cell-cell communication pathways. These novel findings demonstrate aerobic PCB-degrading cell abundance and activity could be tuned by adjusting BC feedstocks/attributes to improve LC-PCBs biodegradation potential.
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Affiliation(s)
- Qin Dong
- Department
of Civil and Environmental Engineering, University of Iowa, 4105 Seamans Center, Iowa City, Iowa 52242, United States
- IIHR—Hydroscience
and Engineering, University of Iowa, 100 C. Maxwell Stanley Hydraulics
Laboratory, Iowa City, Iowa 52242, United States
| | - Gregory H. LeFevre
- Department
of Civil and Environmental Engineering, University of Iowa, 4105 Seamans Center, Iowa City, Iowa 52242, United States
- IIHR—Hydroscience
and Engineering, University of Iowa, 100 C. Maxwell Stanley Hydraulics
Laboratory, Iowa City, Iowa 52242, United States
| | - Timothy E. Mattes
- Department
of Civil and Environmental Engineering, University of Iowa, 4105 Seamans Center, Iowa City, Iowa 52242, United States
- IIHR—Hydroscience
and Engineering, University of Iowa, 100 C. Maxwell Stanley Hydraulics
Laboratory, Iowa City, Iowa 52242, United States
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Cárdenas-Aguiar E, Gascó G, Lado M, Méndez A, Paz-Ferreiro J, Paz-González A. New insights into the production, characterization and potential uses of vineyard pruning waste biochars. WASTE MANAGEMENT (NEW YORK, N.Y.) 2023; 171:452-462. [PMID: 37801872 DOI: 10.1016/j.wasman.2023.09.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 09/09/2023] [Accepted: 09/22/2023] [Indexed: 10/08/2023]
Abstract
Vineyard pruning waste (VP) can be converted into a useful char using pyrolysis as part of a valorization strategy. This study analyzed the effect of temperature (300 and 600 °C) and residence time (1 and 3 h) on an ample number of properties of VP derived biochars, including potential negative environmental impacts. The results showed a clear influence of temperature on biochar's properties and a weaker effect of residence time. Increasing temperature raised soil pH, electrical conductivity (EC), ash and C contents, aromaticity, specific surface area, solid density, mesoporosity and partial graphitization. However, higher pyrolysis temperature reduced O/C and N/C ratios, total N, P and Mg, and polycyclic aromatic hydrocarbons (PAHs). Particularly, the concentration of water extractable organic carbon (WEOC) decreased dramatically with pyrolysis temperature. Moreover, the WEOC fraction of biochars pyrolyzed at 300 °C exhibited a larger aromaticity than those pyrolyzed at 600 °C. Prolonged residence time increased ash content and fixed carbon (FC) and decreased H/C and O/C ratios; however, most frequently this parameter affected biochar properties following opposite trends for the two pyrolysis temperatures. Hydrophysical properties were adequate to consider VP derived biochars as growing media component. PAH concentration was much lower than thresholds following international standards. The germination index increased with temperature and decreased with residence time, so that phytotoxicity was observed in VP and in biochars pyrolyzed for 3 h. Our research demonstrates that, besides temperature, residence time can be useful to modulate the properties of biochars and that prolonged time effect is temperature-dependent.
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Affiliation(s)
- Eliana Cárdenas-Aguiar
- Department of Agricultural Production, Universidad Politécnica de Madrid, Ciudad Universitaria, 28040 Madrid, Spain; Centro Interdisciplinar de Química e Bioloxía- CICA, As Carballeiras, s/n Campus de Elviña, Universidade da Coruña, 15008 Coruña, Spain.
| | - Gabriel Gascó
- Department of Agricultural Production, Universidad Politécnica de Madrid, Ciudad Universitaria, 28040 Madrid, Spain.
| | - Marcos Lado
- Centro Interdisciplinar de Química e Bioloxía- CICA, As Carballeiras, s/n Campus de Elviña, Universidade da Coruña, 15008 Coruña, Spain.
| | - Ana Méndez
- Department of Geological and Mining Engineering, Universidad Politécnica de Madrid, 28040 Madrid, Spain.
| | | | - Antonio Paz-González
- Centro Interdisciplinar de Química e Bioloxía- CICA, As Carballeiras, s/n Campus de Elviña, Universidade da Coruña, 15008 Coruña, Spain.
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Mukherjee S, Sarkar B, Aralappanavar VK, Mukhopadhyay R, Basak BB, Srivastava P, Marchut-Mikołajczyk O, Bhatnagar A, Semple KT, Bolan N. Biochar-microorganism interactions for organic pollutant remediation: Challenges and perspectives. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2022; 308:119609. [PMID: 35700879 DOI: 10.1016/j.envpol.2022.119609] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 05/23/2022] [Accepted: 06/09/2022] [Indexed: 06/15/2023]
Abstract
Numerous harmful chemicals are introduced every year in the environment through anthropogenic and geological activities raising global concerns of their ecotoxicological effects and decontamination strategies. Biochar technology has been recognized as an important pillar for recycling of biomass, contributing to the carbon capture and bioenergy industries, and remediation of contaminated soil, sediments and water. This paper aims to critically review the application potential of biochar with a special focus on the synergistic and antagonistic effects on contaminant-degrading microorganisms in single and mixed-contaminated systems. Owing to the high specific surface area, porous structure, and compatible surface chemistry, biochar can support the proliferation and activity of contaminant-degrading microorganisms. A combination of biochar and microorganisms to remove a variety of contaminants has gained popularity in recent years alongside traditional chemical and physical remediation technologies. The microbial compatibility of biochar can be improved by optimizing the surface parameters so that toxic pollutant release is minimized, biofilm formation is encouraged, and microbial populations are enhanced. Biocompatible biochar thus shows potential in the bioremediation of organic contaminants by harboring microbial populations, releasing contaminant-degrading enzymes, and protecting beneficial microorganisms from immediate toxicity of surrounding contaminants. This review recommends that biochar-microorganism co-deployment holds a great potential for the removal of contaminants thereby reducing the risk of organic contaminants to human and environmental health.
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Affiliation(s)
- Santanu Mukherjee
- School of Agriculture, Shoolini University of Biotechnology and Management Sciences, Solan 173229, India
| | - Binoy Sarkar
- Lancaster Environment Centre, Lancaster University, Lancaster, LA1 4YQ, United Kingdom.
| | | | - Raj Mukhopadhyay
- Division of Irrigation and Drainage Engineering, ICAR-Central Soil Salinity Research Institute, Karnal 132001, India
| | - B B Basak
- ICAR-Directorate of Medicinal and Aromatic Plants Research, Anand 387310, India
| | | | - Olga Marchut-Mikołajczyk
- Institute of Molecular and Industrial Biotechnology, Faculty of Biotechnology and Food Sciences, Lodz University of Technology, Ul. Stefanowskiego 2/22, 90-537, Łódź, Poland
| | - Amit Bhatnagar
- Department of Separation Science, LUT School of Engineering Science, LUT University, Sammonkatu 12, Mikkeli, FI-50130, Finland
| | - Kirk T Semple
- Lancaster Environment Centre, Lancaster University, Lancaster, LA1 4YQ, United Kingdom
| | - Nanthi Bolan
- School of Agriculture and Environment, The University of Western Australia, Perth, WA 6001, Australia; The UWA Institute of Agriculture, The University of Western Australia, Perth, WA 6001, Australia
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Yuan MH, Lo FC, Yu CP, Tung HH, Chang YS, Chiueh PT, Chang CC, Guan CY, Wu CW, Xu ZX, Lo SL. Nature-based solutions for securing contributions of water, food, and energy in an urban environment. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:58222-58230. [PMID: 35366723 DOI: 10.1007/s11356-022-19570-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 03/01/2022] [Indexed: 06/14/2023]
Abstract
There is growing awareness that nature-based solutions (NBS) prevent negative effects and secure ecosystem services. However, the potential of NBS to provide intended benefits has not been rigorously assessed. Water, food, and energy (WFE) are essential for human well-being. This study highlights the importance of NBS in terms of water, food, and energy. A set of on-site NBS that includes permeable pavements, plant microbial fuel cells, bio-filtration basins, and rain gardens is used to determine the contribution of NBS to the environmental and economic development of urban environments. The results of this study show that NBSs benefit an urban environment in terms of water treatment, stormwater retention, food production and energy generation, carbon sequestration, pollination, sedimentation retention, and cultural services dimension. This research highlights an urgent need for the integration of water, food, and energy plans to ensure that NBSs contribute to the environment and for the conservation of ecosystem services.
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Affiliation(s)
- Mei-Hua Yuan
- Research Center for Environmental Changes, Academia Sinica (AS), Academia Rd, No. 128, Sec. 2, Taipei, 115, Taiwan, Republic of China
| | - Fang-Chen Lo
- Graduate Institute of Environmental Engineering, National Taiwan University, No. 71, Chou-Shan Rd, Taipei, 106, Taiwan, Republic of China
| | - Chang-Ping Yu
- Graduate Institute of Environmental Engineering, National Taiwan University, No. 71, Chou-Shan Rd, Taipei, 106, Taiwan, Republic of China
| | - Hsin-Hsin Tung
- Graduate Institute of Environmental Engineering, National Taiwan University, No. 71, Chou-Shan Rd, Taipei, 106, Taiwan, Republic of China
| | - Yu-Sen Chang
- Department of Horticulture, Hungkuo Delin University of Technology, No. 1, Ln. 380, Qingyun Rd, Tucheng Dist, 236302, New Taipei City, Taiwan, Republic of China
| | - Pei-Te Chiueh
- Graduate Institute of Environmental Engineering, National Taiwan University, No. 71, Chou-Shan Rd, Taipei, 106, Taiwan, Republic of China
| | - Chao-Chin Chang
- Graduate Institute of Environmental Engineering, National Taiwan University, No. 71, Chou-Shan Rd, Taipei, 106, Taiwan, Republic of China
| | - Chung-Yu Guan
- Department of Environmental Engineering, National Ilan University, No. 1, Sec. 1, Shennong Rd, Yilan, 260, Taiwan, Republic of China
| | - Chun-Wei Wu
- Department of Horticulture, Hungkuo Delin University of Technology, No. 1, Ln. 380, Qingyun Rd, Tucheng Dist, 236302, New Taipei City, Taiwan, Republic of China
| | - Zi-Xuan Xu
- Graduate Institute of Environmental Engineering, National Taiwan University, No. 71, Chou-Shan Rd, Taipei, 106, Taiwan, Republic of China
| | - Shang-Lien Lo
- Graduate Institute of Environmental Engineering, National Taiwan University, No. 71, Chou-Shan Rd, Taipei, 106, Taiwan, Republic of China.
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