{"title":"Use of Google Earth Engine in predicting future giant cane (Arundinaria gigantea (Walter) Muhl.) restoration sites","authors":"Sanjeev Sharma","doi":"10.1016/j.bamboo.2025.100164","DOIUrl":"10.1016/j.bamboo.2025.100164","url":null,"abstract":"<div><div>The restoration of giant cane (<em>Arundinaria gigantea</em>) along riparian areas offers significant ecological benefits, including water quality improvement, riparian areas stabilization, and enhanced wildlife habitat. However, identifying optimal sites for restoration in modified landscapes remains a challenge. This study leverages the integration of Geographic Information Systems (GIS) and Remote Sensing (RS) technologies, combined with machine learning techniques, to identify suitable sites for giant cane restoration in Missouri (MO), USA. Sentinel-2 imagery, soil and environmental data, and custom spectral indices were utilized to assess site suitability. A Random Forest (RF) classifier was trained with ground truth data representing suitable and unsuitable giant cane sites, achieving an overall accuracy score of 95 %, with 0.04 MSE and 0.2 RMSE. The model identified favourable sites predominantly located near riparian zones, enabling targeted restoration efforts. Results reveal spatial patterns linked to environmental factors, such as soil texture, moisture and pH, that influence site suitability for giant cane growth. This research highlights the potential of GIS and RS in ecological restoration, offering a robust framework for future projects focused on habitat restoration and conservation in riparian ecosystems. By combining field data with remote sensing, this study may contribute to the restoration of vital habitats, supporting biodiversity conservation and water quality enhancement.</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100164"},"PeriodicalIF":0.0,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898417","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rabeya Khatun , Ershad Ahmmed , Samina Ferdousi , Md. Abu Rayhan Khan , Md. Obaidullah Hannan , Md Ashaduzzaman , Arif Sikder , Atanu Kumar Das
{"title":"Preservative treatment of the bamboos Dendrocalamus giganteus, Bambusa vulgaris and Gigantochloa nigrociliata","authors":"Rabeya Khatun , Ershad Ahmmed , Samina Ferdousi , Md. Abu Rayhan Khan , Md. Obaidullah Hannan , Md Ashaduzzaman , Arif Sikder , Atanu Kumar Das","doi":"10.1016/j.bamboo.2025.100163","DOIUrl":"10.1016/j.bamboo.2025.100163","url":null,"abstract":"<div><div>Bamboo is crucial as a woody primary raw material for various products in tropical regions. It is also one of the strongest structural materials used in rural areas of developing countries. However, bamboo is susceptible to biodegradation, leading to the need for frequent replacement, which increases costs. Preservative treatment is essential to extend its lifespan. This study evaluated the feasibility of preservative treatment for three bamboo species: <em>Dendrocalamus giganteus, Bambusa vulgaris</em> and <em>Gigantochloa nigrociliata</em>. The Full-Cell (Bethel) process was used to treat bamboo samples with chromated copper arsenate (CCA) (As₂CrCuO₉). The effectiveness of the treatment was assessed by measuring penetration and retention efficiency in both green and dried bamboo. Results showed that dried bamboo exhibited higher penetration and retention efficiency compared to green bamboo. The average penetration efficiency of dried bamboo was 92.9 %, 91.0 % and 93.9 % for <em>D. giganteus, B. vulgaris</em> and <em>G. nigrociliata</em>, respectively. The retention efficiency was 1.7, 1.5 and 1.8 kg m<sup>−3</sup> for <em>D. giganteus, B. vulgaris</em> and <em>G. nigrociliata</em>, respectively. These findings indicate that all three bamboo species can be treated effectively with CCA.</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100163"},"PeriodicalIF":0.0,"publicationDate":"2025-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143842652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ramon A. Razal , Emmanuel L. Bernardo , Lerma SJ. Maldia , Mark Anthony T. Ramos , Clarissa Mae P. Escalona , Maria Angie D. Tayangona , Consorcia E. Reaño
{"title":"Morphological and mechanical properties of three commercially important bamboo species from different geographic locations in the Philippines","authors":"Ramon A. Razal , Emmanuel L. Bernardo , Lerma SJ. Maldia , Mark Anthony T. Ramos , Clarissa Mae P. Escalona , Maria Angie D. Tayangona , Consorcia E. Reaño","doi":"10.1016/j.bamboo.2025.100160","DOIUrl":"10.1016/j.bamboo.2025.100160","url":null,"abstract":"<div><div>Selected morphological and physico-mechanical properties of the culms of three bamboo species namely bolo (<em>Gigantochloa levis</em>), kawayan tinik (<em>Bambusa spinosa</em>) and giant bamboo (<em>Dendrocalamus asper</em>) grown across various Philippine sites under different climatic types were evaluated. Likewise, DNA was extracted from leaf samples of the three species for genetic characterization. All the selected properties (culm wall thickness, culm diameter, green specific gravity, maximum volumetric shrinkage, modulus of elasticity, modulus of rupture, fibre stress at proportional limit in bending and compressive stress along the grain) for the three species were location dependent. Principal component analysis (PCA) revealed location-based differences in the mechanical and morphological properties of <em>B. spinosa</em>, <em>G. levis</em>, and <em>D. asper</em>. <em>B. spinosa</em> exhibited consistent properties across all locations, while <em>G. levis</em> and <em>D. asper</em> showed significant variations in the province of Rizal, where mechanical traits such as modulus of elasticity (MOE) and maximum compressive stress (MaxStress) were more pronounced. Additionally, <em>D. asper</em> samples from Bukidnon province displayed unique clustering, indicating distinct mechanical characteristics compared to other locations. DNA sequence analysis of individuals based on DNA barcode genes, <em>matK</em> and <em>rbcL</em>, revealed no sequence type variation among locations per species, confirming the correctness of their respective taxonomic identity, and that the choice of localities for collection based on the known distribution of the species appears justified.</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100160"},"PeriodicalIF":0.0,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143847363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Activation process optimization and MnO2/Ag modification results of bamboo-based columnar-shaped activated carbon","authors":"Suzhen Zhang , Huan Liu , Yipeng Liang, Zhongqing Ma, Jingda Huang, Wenbiao Zhang","doi":"10.1016/j.bamboo.2025.100161","DOIUrl":"10.1016/j.bamboo.2025.100161","url":null,"abstract":"<div><div>Columnar-shaped bamboo activated carbon (CAC) has the advantages of wide availability, low cost and environmental friendliness. In this study, the steam physical activation method was used to prepare CAC with bamboo tar as the adhesive and bamboo charcoal powder as the raw material. The effects of activation temperature, activation time and water vapour intake on the properties of CAC and the optimal activation process parameters were investigated (activation temperature was 850 ℃, activation reaction time was 2.5 h and activation reaction water vapour intake was 10 mL/min). MnO<sub>2</sub>/Ag load modification was performed on the CAC to enhance its adsorption performance. When the MnO<sub>2</sub> load was 9 % and the Ag load was 3 %, the modified CAC had good pore structure (specific surface area of 914.037 m<sup>2</sup>/g, total pore volume of 0.450 cm<sup>3</sup>/g, micropore volume of 0.368 cm<sup>3</sup>/g) and excellent adsorption and degradation properties (the dynamic adsorption capacity of formaldehyde and toluene were 313 mg/g and 286 mg/g respectively, and the degradation rate of formaldehyde reached 94 %). This paper provides a theoretical basis for the production of high quality, high adsorption CAC capable of degrading formaldehyde and other harmful gases.</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100161"},"PeriodicalIF":0.0,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143820586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yeni Rahayu , Rodiyati Azrianingsih , Goh Wei Lim , Estri L. Arumingtyas
{"title":"Rediscovery of Schizostachyum caudatum Backer ex Heyne (Poaceae: Bambusoideae) and predicting its habitat preference using geospatial analysis","authors":"Yeni Rahayu , Rodiyati Azrianingsih , Goh Wei Lim , Estri L. Arumingtyas","doi":"10.1016/j.bamboo.2025.100162","DOIUrl":"10.1016/j.bamboo.2025.100162","url":null,"abstract":"<div><div><em>Schizostachyum caudatum</em> is a Sumatran native bamboo that has a solid culm. This species is rarely utilized and considered sacred by the locals, although it has great commercial value. It merits a lot more research. Research data on this species dates back 30 years, with no updates since then. We performed rediscoveries of this species and built a distribution map. Field research revealed four records of its presence in a population size of one clump each, except for the population in Umbul Limau, Sukarame Village, which has ten clumps. The clump density is approximately one per square meter. However, the clump density can reach 0.3 per square meter in Umbul Limau, Sukarame Village. Two records of this species are new cultivations, and their location has never been previously reported. We assessed the environmental parameters of the native habitat of <em>S. caudatum</em> based on the attribute data layers, such as rocks, topography, and rainfall. The habitat preference of this species is an area with volcanic substratum, high humidity, and annual rainfall of around 3000 mm. The topography ranges from hilly to mountainous areas, with an 850–1100 m above sea level. Understanding the distribution patterns of this endemic and vulnerable species is important when determining suitable locations for ex-situ conservation and implementation.</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100162"},"PeriodicalIF":0.0,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143834282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Norhafizah Saari , Sitti Fatimah Mhd Ramle , Nur Salsabilla Zahidan , Nur Ayuni Ahmad , Zubaidah Aimi Abdul Hamid , Abdul Fattah Nongman , Nurul Fazita Mohamad Rawi
{"title":"Extraction of cellulose from bamboo (Bambusa vulgaris Schrad. ex J.C. Wendl.) for bio-foam applications","authors":"Norhafizah Saari , Sitti Fatimah Mhd Ramle , Nur Salsabilla Zahidan , Nur Ayuni Ahmad , Zubaidah Aimi Abdul Hamid , Abdul Fattah Nongman , Nurul Fazita Mohamad Rawi","doi":"10.1016/j.bamboo.2025.100159","DOIUrl":"10.1016/j.bamboo.2025.100159","url":null,"abstract":"<div><div>Cellulose bio-foam (CBF) was developed using bamboo (Bambusa vulgaris <u>Schrad. ex J.C. Wendl.</u>) cellulose with varying fibre content concentrations (0 %, 10 % and 20 %) incorporated with starch and glycerol through the evaporative drying method. The morphology and microstructure of the CBF were analysed using scanning electron microscopy and optical light microscopy. Results revealed that CBF with 0 % cellulose fibre content exhibited a smoother surface compared to the rougher textures observed in 10 % and 20 % fibre content. The addition of cellulose fibres increased both the average and mean cell sizes, with pore sizes ranging from 0.93 mm to 2.69 mm for 10 % and from 0.94 mm to 3.27 mm for 20 %. Energy-dispersive X-ray (EDX) analysis confirmed the presence of cellulose microfibrils through the detection of carbon and oxygen elements. Thermogravimetric analysis further demonstrated that the accumulation of glycerol on the surface of microfibrils at 20 % cellulose fibre content enhanced the thermal stability of the CBF by increasing its degradation temperature. Notably, the addition of cellulose fibres significantly improved the mechanical properties of the CBF. Among the samples, CBF with 10 % cellulose content exhibited the highest mechanical strength, with a Young’s modulus of 78.74 N/m², compared to 6.91 N/m² for 0 % and 59.71 N/m² for 20 %. These findings highlight the optimal performance of CBF with 10 % cellulose content in terms of mechanical strength and overall material properties.</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100159"},"PeriodicalIF":0.0,"publicationDate":"2025-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143820587","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimizing biomass pellet quality from sugarcane leaves and bamboo for sustainable biofuel production","authors":"Rachata Tobias Baur , Sarun Tuedic , Jirath Promploy , Keerati Kirasamutranon","doi":"10.1016/j.bamboo.2025.100153","DOIUrl":"10.1016/j.bamboo.2025.100153","url":null,"abstract":"<div><div>Sugarcane leaves, a vast but under-utilized agricultural residue in Thailand, hold significant potential for biofuel production. However, challenges such as high organic ash content and low calorific value limit their effectiveness as biomass pellet fuel. This study aims to overcome these limitations by combining sugarcane leaves with bamboo at various ratios (5:0, 1:4, 2:3, 3:2, 4:1, 0:5) to improve fuel properties. The resulting pellets were tested against ISO 17225–6:2021 standards. Findings indicate that blending sugarcane leaves with bamboo enhances key physical properties, including length, bulk density, dust content and durability. For combustion properties, sugarcane-bamboo ratios of 4:1, 3:2, 2:3 and 1:4 yielded calorific values above 14,500 J/g, meeting essential biomass fuel standards. Additionally, inorganic ash content was reduced to below 10 % in pellets with sugarcane to bamboo ratios of 3:2, 2:3 and 1:4, aligning with ISO specifications. These results suggest that a sugarcane to bamboo ratio above 3:2 produces pellets that meet ISO standards, demonstrating that biomass blending is an effective approach to optimize solid fuel properties.</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100153"},"PeriodicalIF":0.0,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143738339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chris Johnniel France Rana, Aralyn L. Quintos-Cortiguerra, Alexis B. Dorado, Juanito P. Jimenez, Jr
{"title":"Influence of lacquer sanding sealer treatment on the properties of bamboo waste particleboards for sustainable handicrafts","authors":"Chris Johnniel France Rana, Aralyn L. Quintos-Cortiguerra, Alexis B. Dorado, Juanito P. Jimenez, Jr","doi":"10.1016/j.bamboo.2025.100158","DOIUrl":"10.1016/j.bamboo.2025.100158","url":null,"abstract":"<div><div>Bamboo processing wastes from small to medium-sized factories are generated in substantial quantities. To maximize its utilization, this study explored the conversion of bamboo wastes into bamboo waste particleboard (BWPB) and the effects of a lacquer sanding sealer (LSS) soaking on its properties. BWPB samples were soaked in LSS for 5, 15 and 30 minutes, and their physico-mechanical properties, namely thickness swelling (TS), water absorption (WA), modulus of rupture (MOR), modulus of elasticity (MOE), internal bond (IB) strength, moisture content (MC) and board density (BD), were evaluated based on PNS/ISO 16893:2017 and related literature. Microscopy and Fourier Transform Infrared (FTIR) spectroscopy were conducted to assess the penetration and effectiveness of the LSS treatment. Both the control (unsoaked) and the LSS-soaked BWPB were classified as medium-density. The MC of the LSS-soaked samples was significantly lower than that of the unsoaked boards. LSS-soaked BWPB also increased in weight, with longer soaking times resulting in greater weight gain. The LSS treatment significantly improved mechanical properties, reducing TS and WA while enhancing MOR, MOE and IB strength. Microscopy and FTIR confirmed greater LSS absorption with extended soaking times. These findings indicate that LSS-soaked BWPB met P-GP MR2 standards in the PNS/ISO 16893:2017, making it suitable for general-purpose applications. Additionally, bio-inspired product prototypes were developed to demonstrate the enhanced particleboard’s aesthetic and functional potential.</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100158"},"PeriodicalIF":0.0,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143738342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Computational analysis of antimicrobial phytochemicals from Bambusa vulgaris Schrad. ex J.C.Wendl.: Pharmacokinetics, toxicity, and molecular docking","authors":"Asita Elengoe , Chun Hoe Tan , Sandeep Poddar","doi":"10.1016/j.bamboo.2025.100157","DOIUrl":"10.1016/j.bamboo.2025.100157","url":null,"abstract":"<div><div>Antimicrobial resistance is a worldwide health concern that requires immediate attention. The abundance of bioactive phytochemicals with a variety of structures found in natural products has made them a promising source for drug discovery. Large numbers of bioactive phytochemicals associated with antimicrobial activity have been found in the common bamboo, <em>Bambusa vulgaris</em>, such as phenolic acid, polyphenols, flavonoids and sterols. Although there have been some reports about the antimicrobial activity of <em>B. vulgaris</em> and its bioactive phytochemicals, there is currently a lack of research regarding the pharmacokinetics and toxicity of these phytochemicals. Determining the pharmacokinetics and toxicity of the phytochemicals is crucial to ensure safety, minimize the toxicity, identify the bioavailability, and support clinical research and regulatory approval of <em>B. vulgaris</em> as a source of antimicrobial agents. Here, computational analyses were performed on 17 phytochemicals that were isolated from <em>B. vulgaris</em> and taken from the scientific literature. The findings demonstrate that 12 of the 17 phytochemicals complied with Veber's rule and Lipinski's rule of five, indicating their good oral bioavailability and drug-likeness. Only half of the filtered phytochemicals, <em>p</em>-coumaric acid, ferulic acid, caffeic acid, protocatechuic acid, gallic acid and vanillic acid, were found to be non-toxic after further testing for potential toxicity. Molecular docking simulations were then performed, and it is evident that these six phytochemicals may thermodynamically bind to selected microbial proteins, with hydrophobic interactions predominating. <em>p</em>-coumaric acid had the strongest affinity for binding to all three microbial proteins: <em>S. aureus</em> DNA gyrase A (PDB: 2XCT), <em>S. aureus</em> DNA gyrase B (PDB: 3G75), and secreted aspartic protease (PDB ID: 1ZAP).</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100157"},"PeriodicalIF":0.0,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143746790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Anatomy of the culm of Dendrocalamus asper (Bambusoideae: Bambuseae) to determine its mature status: Case study of its use in construction","authors":"Tania Cerrón-Oyague , Eduardo Ruiz-Sanchez , Gonzalo Torres-Zules , Rolando Montenegro-Muro , Manuel Chavesta-Custodio , Farut Varón-Virguez","doi":"10.1016/j.bamboo.2025.100155","DOIUrl":"10.1016/j.bamboo.2025.100155","url":null,"abstract":"<div><div>Bamboo culms are a renewable natural resource widely used in housing construction. The structural characteristics of bamboo culms vary depending on their maturity state and the influence of aging on maturation, particularly regarding strength properties. This case study focuses on evaluating the state of maturity of bamboo material (strips/slats) from the species <em>Dendrocalamus asper</em>. The objective was to determine its maturity state and establish a reliable criterion for its classification and use in construction. To assess culm maturity, mature culms were identified as those where the cells near the vascular bundles were completely filled with fibers, as indicated by a reddish colouration when stained with safranin, with no blank spaces remaining. Anatomical sections of <em>D. asper</em> culm samples were prepared using a microtome and stained with safranin. Our results showed that 60 % of the analyzed material exhibited an immature condition. This case study provides a methodology for verifying bamboo material for use in construction, which can be applied in other cases where the maturity of bamboo is uncertain.</div></div>","PeriodicalId":100040,"journal":{"name":"Advances in Bamboo Science","volume":"11 ","pages":"Article 100155"},"PeriodicalIF":0.0,"publicationDate":"2025-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143760471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}