{"title":"Preparation and electrochemical properties of porous carbon derived from lignin","authors":"Zhihao Ding, Tingzhou Lei, Lili Dong, Chenghao Pan, Rui Wang, Guoli Pang, Suxia Ren","doi":"10.1016/j.biombioe.2025.107688","DOIUrl":"10.1016/j.biombioe.2025.107688","url":null,"abstract":"<div><div>Porous carbon derived from lignin holds immense potential for use in supercapacitors, due to its abundant pore structure and high specific surface area. In this research, lignin, which is selected due to its renewable and abundant nature compared to traditional carbon sources, was used as the precursor for producing lignin-derived carbon materials through a carbonization-activation process. The resulting porous carbon materials underwent rigorous characterization using SEM, BET, Raman, XRD and XPS to uncover their morphological and structural intricacies. This study delves into the influence of purified lignin (PL) and the type of activator on the microstructure and electrochemical properties of the porous carbon. Notably, the optimal product, achieved with a mass ratio of EL to KOH at 1:2 and activation temperature at 750 °C, emerges as an excellent electrode material for high-performance supercapacitors. This superior carbon material boasts a remarkable specific surface area of 2615.5 m<sup>2</sup> g<sup>−1</sup>, demonstrating an electrochemical capacitance up to 350 F/g at 1 A/g, which surpasses many existing carbon materials in performance. By harnessing raw materials sourced from agricultural byproducts, this study not only presents a cost-effective solution but also proposes a novel approach towards the high-value utilization of biomass wastes. The successful preparation of activated carbon with exceptional performance from these renewable resources paves the way for the development of low-cost, high-performance supercapacitors, contributing significantly to the advancement of sustainable energy storage systems.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107688"},"PeriodicalIF":5.8,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143372831","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Edla Freire de Melo , Dulce Maria de Araújo Melo , Widna Suellen Paiva dos Anjos , Luiz Augusto da Silva Correia , Julio de Andrade Oliveira Marques , Renata Martins Braga
{"title":"Catalytic cracking of Pachira aquatica oil over HZSM-5 for the production of low-carbon transport fuels","authors":"Edla Freire de Melo , Dulce Maria de Araújo Melo , Widna Suellen Paiva dos Anjos , Luiz Augusto da Silva Correia , Julio de Andrade Oliveira Marques , Renata Martins Braga","doi":"10.1016/j.biombioe.2025.107680","DOIUrl":"10.1016/j.biombioe.2025.107680","url":null,"abstract":"<div><div>Biofuel production has made significant progress recently, driven by the increasing demand for energy and the availability of abundant and renewable feedstocks in Brazil. <em>Pachira aquatica</em> Aubl. (PA) seeds are presented as a sustainable alternative for of producing thermally stable oil, which was evaluated in this study to generate renewable hydrocarbon precursors for biofuels via flash pyrolysis. PA oil was extracted by mechanical pressing and characterized to determine its fatty acid profile, followed by catalytic and non-catalytic flash pyrolysis using the HZSM–5 catalyst to produce value-added compounds. Fatty acid analysis revealed a predominance of saturated acids, such as palmitic acid (68.55 %), along with unsaturated acids such as oleic (6.58 %) and linoleic (6.13 %). The oil exhibited thermal stability up to 250 °C. Non-catalytic pyrolysis produced aliphatic hydrocarbons (C7-C16), mainly in the diesel, gasoline, and kerosene range. At 300 °C in a catalytic bed, hydrocarbons in the range of C5–C15 with a drop-in jet fuel profile and aromatic compounds were predominant. At 500 °C, hydrocarbons in the range of C4–C13 with increased aromatic bioproducts (BTEX) were observed. These results demonstrate the significant potential of PA seed oil to produce advanced drop-in biofuels and aromatic bioproducts for the chemical industry. Based on the results obtained, future perspectives include obtaining the products, evaluating the economic feasibility of large-scale PA cultivation to increase oil productivity, as well as expanding its applications to new bioproducts.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107680"},"PeriodicalIF":5.8,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143372834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Priyabrata Pradhan, Omex Mohan, Vinoj Kurian, Amit Kumar
{"title":"Production and quality analysis of biofuel pellets from Canadian forest and agricultural biomass","authors":"Priyabrata Pradhan, Omex Mohan, Vinoj Kurian, Amit Kumar","doi":"10.1016/j.biombioe.2025.107697","DOIUrl":"10.1016/j.biombioe.2025.107697","url":null,"abstract":"<div><div>Three different Canadian biomass feedstocks, namely hardwood, softwood, and wheat straw, were used to produce fuel pellets without the addition of binders. Pilot experiments were carried out in a semi-industrial flat die pellet mill (8.5 kW) to examine the effects of feedstock type, moisture level (at 10 and 15 %), and die configuration (4 levels) on pellet production. Die configuration significantly influences pellet quality and performance parameters like temperature, current, power consumption, throughput capacity, and material loss. In this study, it was found that a 10 % moisture content in the feed and a die length-to-diameter (<em>l/d</em>) ratio of 2.58 are optimal for softwood pelletization. A feed moisture content of 15 % was found to be the optimum for hardwood (with an <em>l/d</em> of 2.08) and wheat straw (with an <em>l/d</em> of 2.92). Under optimum conditions, softwood pellets showed bulk density and durability values of 679 kg m<sup>−3</sup> and 97.7 %, respectively, similar to pellets from wheat straw (97.5 %, 694 kg m<sup>−3</sup>) and hardwood (96 %, 624 kg m<sup>−3</sup>). Scanning electron microscopic images show a close agglomeration of biomass particles in high-quality pellets. This study found the total energy consumption for wheat straw pelletization to be 13 % of the energy content of wheat straw pellets. Finally, the combustion characteristics results indicated that the pellets produced are suitable for use as solid biofuels.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107697"},"PeriodicalIF":5.8,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143372915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gengchen Li , Zifeng Hua , Juan Yang , Heshen Hu , Jiefeng Zheng , Xiaojuan Ma , Jiande Lin , Shilin Cao
{"title":"Bamboo - A potential lignocellulosic biomass for preparation of hard carbon anode used in sodium ion battery","authors":"Gengchen Li , Zifeng Hua , Juan Yang , Heshen Hu , Jiefeng Zheng , Xiaojuan Ma , Jiande Lin , Shilin Cao","doi":"10.1016/j.biombioe.2025.107673","DOIUrl":"10.1016/j.biombioe.2025.107673","url":null,"abstract":"<div><div>Selection of the suitable lignocellulosic biomass precursor is critical for obtaining high-performance hard carbon materials (HCs) for sodium ion battery (SIBs); herein, we utilized representative lignocellulosic biomass including hardwood (eucalyptus), softwood (scots pine), bamboo (moso bamboo) and straw (juncao) to evaluate the influence of biomass origin on the structure of the HCs and performance of SIBs. The results showed that bamboo derived carbon (BC) with relatively high disordered region, pseudo-graphite region and carbonyl content exhibits the superior performance with reversible capacity up to 344.3 mAh g<sup>−1</sup> at 20 mA g<sup>−1</sup>, cycle stability of 82.6 % after 100 cycles at 1 A g<sup>−1</sup>. By contrast, softwood HC and hardwood HC show moderate reversible capacity about 300 mAh g<sup>−1</sup> at 20 mA g<sup>−1</sup>; whereas, the straw HC with comparable slop capacity is pulled down due to the obviously low plateau capacity. This work provides feasibility of the potential applications of the bamboo in the SIBs.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107673"},"PeriodicalIF":5.8,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143372920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Bárbara Franco Vieira , Ludmila Corrêa Godoi Bueno , Leonardo Diniz Ferrari , Fernando Masarin , Ariela Veloso de Paula , Grazielle Santos Silva Andrade
{"title":"A novel pre-treatment of brewery spent grains using mycelium-bound cellulase from Aspergillus oryzae for biogas production","authors":"Bárbara Franco Vieira , Ludmila Corrêa Godoi Bueno , Leonardo Diniz Ferrari , Fernando Masarin , Ariela Veloso de Paula , Grazielle Santos Silva Andrade","doi":"10.1016/j.biombioe.2025.107691","DOIUrl":"10.1016/j.biombioe.2025.107691","url":null,"abstract":"<div><div>Large amounts of waste are generated by brewing manufacturing processes, mainly brewery spent grains (BSG) and trubs. To overcome such disposal issue and valorize waste, the present work assesses a new technology for BSG pretreatment employing biological and enzymatic techniques for biogas production. Its approach consisted in using the activated metabolism of <em>Aspergillus oryzae</em> cells to degrade BSG while simultaneously producing mycelium-bound cellulase complexes. <em>Aspergillus oryzae</em> whole cells have been cultivated under submerged fermentation using 20 g L<sup>−1</sup> BSG as main carbon source to induce mycelium-bound cellulase production, in addition to using trubs as an additional substrate and source of nutrients. It was found that the addition of a saline solution with no trubs resulted in higher enzyme activity (4.77 UI g<sup>−1</sup>) and 86 % of BSG initial degradation. To increase BSG degradation, whole cells were submitted to a hydrolysis step and the resulting product underwent a BMP test after 72 h. Compared to control tests through commercial enzymatic pretreatment of BSG and no enzymes addition, the use of whole cells has substantially increased biomethane production, given that values of 226.87 ± 2.43 Nml/gVS were found at the end of 39 days of incubation. Data from pH variation and COD removal evidence such a great performance of BMP with whole cells. There was no pH variation during anaerobic digestion, thus favoring methanogenesis. Furthermore, COD removal reached 85.2 %, thus evidencing the treatment success. These findings reveal the potential of this new approach towards biogas production from brewery waste.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107691"},"PeriodicalIF":5.8,"publicationDate":"2025-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143372833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Utilization of locally sourced waste fats for biodiesel production: Experimental characterization and environmental life cycle assessment","authors":"Muhammad Aqil Khan , Nadeem Ahmed Sheikh , Khan Zaib Jadoon , Abubakr Ayub , Tabbi Wilberforce Awotwe , Rasikh Tariq","doi":"10.1016/j.biombioe.2025.107692","DOIUrl":"10.1016/j.biombioe.2025.107692","url":null,"abstract":"<div><div>This study presents the production, chemical characterization, and life cycle assessment (LCA) of biodiesel derived from various local waste feedstocks using experimental setup. Biodiesel was produced via transesterification in a 50-L batch reactor using oils sourced from a five-star restaurant (A), three-star café (B), rancid palm oil (C), and chicken feather oil (D). Fourier Transform Infrared Spectroscopy (FTIR) was used for identification of functional groups, while gas chromatography-mass spectrometry (GC-MS) analyzed fatty acid methyl ester (FAME) composition, revealing key variations such as Hexadecanoic acid (C16:0) and Octadecenoic acid (C18:1). Type A biodiesel exhibited the highest saturation, while Types B and C contained more unsaturated FAMEs, influencing their heating values. Conversion efficiencies were significantly influenced by the acid values of the feedstocks, with a maximum yield of 85 % achieved for a sample with an acid value of 3.5 mgKOH/g and a heating value of 35.8 MJ/kg. LCA performed using Simapro V9.5.0.2 demonstrated that biodiesels from Types A, B, C, and D reduced carbon footprints by 70 %, 64 %, 63 %, and 65 %, respectively, compared to fossil diesel. Feedstocks with lower free fatty acid (FFA) levels resulted in lower environmental impacts, while extensively reused cooking oils with higher FFA values contributed to increased carbon footprints. This study underscores the potential for scalable biodiesel production from waste resources, aligning with global and regional sustainability goals.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107692"},"PeriodicalIF":5.8,"publicationDate":"2025-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143349994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Luyao Zhao , Shumin Wang , Suyuan Jia , Dan Zhang , Junyou Shi , Wenbiao Xu
{"title":"Oxidative depolymerization of lignin through biphasic system for enhanced monomer yields and improved valorization","authors":"Luyao Zhao , Shumin Wang , Suyuan Jia , Dan Zhang , Junyou Shi , Wenbiao Xu","doi":"10.1016/j.biombioe.2025.107694","DOIUrl":"10.1016/j.biombioe.2025.107694","url":null,"abstract":"<div><div>The oxidative depolymerization of lignin is a crucial step toward its valorization, but conventional single-solvent systems often suffer from low monomer yields and extensive repolymerization. This study explores the use of biphasic solvent systems composed of ethyl acetate/water and <em>n</em>-butanol/water to overcome these challenges. Under optimized conditions, the ethyl acetate/water system at 90 °C, 1.0 MPa oxygen pressure, and a 2 h reaction time achieved a monomer yield of 10.12 wt%. The improved performance was attributed to the hydrolysis of ethyl acetate under acidic conditions, enhancing lignin solubility and liquefaction. In comparison, the <em>n</em>-butanol/water system, operated at 150 °C and under similar oxygen pressure and reaction time, yielded 6.65 wt% monomers. The higher boiling point and hydrogen-bonding ability of <em>n</em>-butanol facilitated effective cleavage of lignin linkages. Both biphasic systems provided selective extraction of intermediates into the organic phase, minimizing repolymerization and stabilizing reactive intermediates. The results highlight the effectiveness of biphasic solvent systems in significantly enhancing monomer yields compared to single-solvent systems. This study offers valuable insights into optimizing solvent compositions and reaction conditions for more efficient lignin depolymerization, contributing to sustainable lignin valorization strategies.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107694"},"PeriodicalIF":5.8,"publicationDate":"2025-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143349993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Catalytic conversion of biomass components and waste biomass for hydrogen/syngas production using biochar catalysts","authors":"Yukun Li, Paul T. Williams","doi":"10.1016/j.biombioe.2025.107675","DOIUrl":"10.1016/j.biombioe.2025.107675","url":null,"abstract":"<div><div>Biochar produced from the pyrolysis of waste biomass (sawdust) was used as a catalyst in the two-stage, pyrolysis-catalytic steam reforming of biomass components and waste biomass in a two-stage fixed bed reactor. The thermal degradation characteristics of cellulose, hemicellulose and lignin as representative biomass components and waste biomass were determined by thermogravimetric analysis. In addition, potassium and calcium metal salts were added to a mixture of the three biomass components to investigate the effect of the alkali and alkaline earth metals on the process. The results showed that among the three main components, the pyrolysis-catalytic steam reforming of lignin produced the highest hydrogen and syngas yields in the presence of biochar catalyst. Mixing cellulose, hemicellulose and lignin produced a synergistic effect in the pyrolysis-catalytic steam reforming process, significantly promoting hydrogen release. Adding K and Ca metals to the biomass component mixture further increased the hydrogen and carbon monoxide yields. The product yield from pyrolysis-catalytic steam reforming of the waste biomass indicated that the process for real biomass is not a simple superposition of individual components, highlighting the complexity of real biomass systems. The proposed mechanism of pyrolysis catalytic steam reforming demonstrated the unique role of biochar, including its self-gasification, which significantly contributed to hydrogen and syngas production. This study not only underscores the synergistic effects in co-pyrolysis but also reveals the practical potential of biochar as a sacrificial catalyst for efficient hydrogen production.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107675"},"PeriodicalIF":5.8,"publicationDate":"2025-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143372919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A review of advanced techniques in hydrotreated vegetable oils production and life cycle analysis","authors":"Diogo Melo Gomes , Rui Costa Neto , Patrícia Baptista , Cristiano Pereira Ramos , Cristina Borges Correia , Rosário Rocha","doi":"10.1016/j.biombioe.2025.107689","DOIUrl":"10.1016/j.biombioe.2025.107689","url":null,"abstract":"<div><div>Hydrotreated Vegetable Oils (HVO) are gaining prominence due to their low carbon dioxide emissions and compatibility with existing internal combustion engines. This study presents a comprehensive analysis of HVO production processes, emphasizing advanced hydrotreating techniques, the types of raw materials utilized, and the challenges inherent to each method. Additionally, this work reviews the life cycle analysis (LCA) of HVO, providing a comparative assessment of the environmental impacts across the entire value chain, from raw material production to final consumption and also provides a breakdown of the final production costs. The predominant production processes for HVO—namely hydrotreatment, deoxygenation, and isomerization of triglyceride-based biomass—are technologically well-established and widely adopted in the industry. HVO demonstrates a significant reduction in carbon dioxide emissions, ranging from 60 % to 95 % compared to conventional diesel, throughout its entire life cycle. As a result, the application of life cycle analysis methodologies has become increasingly prioritized by companies in this sector to identify additional environmental impacts across various phases of production, distribution, and utilization of this biofuel.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107689"},"PeriodicalIF":5.8,"publicationDate":"2025-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143349996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cristina Elena Stavarache , Ali Khosravi , Maria Minodora Marin , Jeanina Pandele-Cusu , Sorana Elena Lazar , Florica Papa , Victor Fruth , Dana Culita , Nicolae Ionut Cristea , Stamatia Karakoulia , Konstantinos Triantafyllidis , Marian Nicolae Verziu
{"title":"Catalytic synthesis of lactic acid from cellulose over easily-prepared niobium-doped titania by solution combustion synthesis","authors":"Cristina Elena Stavarache , Ali Khosravi , Maria Minodora Marin , Jeanina Pandele-Cusu , Sorana Elena Lazar , Florica Papa , Victor Fruth , Dana Culita , Nicolae Ionut Cristea , Stamatia Karakoulia , Konstantinos Triantafyllidis , Marian Nicolae Verziu","doi":"10.1016/j.biombioe.2025.107687","DOIUrl":"10.1016/j.biombioe.2025.107687","url":null,"abstract":"<div><div>Catalytic activity of doped (5, 10, 15, 20, 25% Nb) and undoped TiO<sub>2</sub>, in the conversion of cellulose into lactic acid, was assessed in autoclave conditions. The catalysts were synthesized by solution combustion synthesis and characterized by several techniques such as: XPS, SEM-EDX, Py-FTIR, NH<sub>3</sub>-TPD, Raman, N<sub>2</sub> adsorption/desorption isotherms and XRD. The insertion of niobium into titania structure did not lead to any phase segregation of the two oxides (TiO<sub>2</sub> and Nb<sub>2</sub>O<sub>5</sub>) and didn't even generate Brønsted acid sites on the surface of titania, not even for niobium loading of 25 wt%, leading instead to an increase in Lewis acidity highlighted by an increase in lactic acid yield from 6 to 14 % (over 25%Nb-TiO<sub>2</sub>) for a small catalyst-to-cellulose mass ratio of 1:10. On the other hand, for high catalyst-to-cellulose mass ratio up to 2:1, the lactic acid yield was 29.8%. Moreover, due to high water tolerance, the 25%Nb-TiO<sub>2</sub> catalyst could be recycled three times to convert cellulose without significantly losing its catalytic activity.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"194 ","pages":"Article 107687"},"PeriodicalIF":5.8,"publicationDate":"2025-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143349995","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}