{"title":"Bioconversion of molasses and tuna condensate wastes into alternative fungal chitin-containing polysaccharide, and possibility of hydroxyapatite accumulation in fungal cell","authors":"Shifa Karunia Atletika Adha , Wasana Suyotha , Benjamas Cheirsilp , Wiriya Duangsuwan , Shigekazu Yano","doi":"10.1016/j.biteb.2025.102537","DOIUrl":"10.1016/j.biteb.2025.102537","url":null,"abstract":"<div><div>Fungal chitin has gained increased attention in recent years because of its non-seasonal and controllable production as well as simple extraction using mild chemicals. However, fungal chitin production has major drawbacks because fermentation requires a costly medium. This study used molasses and tuna condensate as low-cost carbon and nitrogen sources in the medium (MLFC) for fungal chitin production. Through screening, <em>Trichoderma asperellum</em> was selected as the test strain. MLFC yielded biomass (10.40 g/L), and acid-insoluble material (AAIM) (3.96 g/L) comparable to those from a glucose basal medium (GBM), while it gave acid-soluble material (AASM) 2.52-fold more than GBM. MLFC also provided industrially useful enzymes such as xylanase and protease. FTIR and XRD analyses showed that AAIM samples from MLFC (T-AAIM-MLFC) and GBM (T-AAIM-GBM) had similar structural properties, but these were slightly different from commercial chitin. Component analysis of acid hydrolysate indicated tentatively that they were chitin-glucan complex. T-AAIM-MLFC displayed degree of acetylation of 67.43 % with crystallinity index of 50.42 %. Interestingly, the AASM from MLFC (T-AASM-MLFC) showed FTIR and XRD spectral patterns distinct from those of chitosan and GBM-derived AASM (T-AASM-GBM). FESEM-EDX revealed that it presented a granule structure with high P and Ca contents unlike the T-AASM-GBM that had a smooth surface of nanofibers with some porosity. Further, T-AASM-MLFC showed FTIR and XRD spectral patterns closely similar to hydroxyapatite. These results demonstrate the potential of using tuna condensate and molasses as low-cost nutrient sources for fungal chitin production, while they can induce more mineral compound accumulation in the fungal wall.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102537"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145922149","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}
Soham Basu , Sampath Chinnam , Ranjeet Kumar Mishra , M. Srinivas Kini
{"title":"Co-pyrolysis behaviour and kinetic analysis of waste mango seeds and low-density polyethylene for their bioenergy potential","authors":"Soham Basu , Sampath Chinnam , Ranjeet Kumar Mishra , M. Srinivas Kini","doi":"10.1016/j.biteb.2025.102514","DOIUrl":"10.1016/j.biteb.2025.102514","url":null,"abstract":"<div><div>The increased accumulation of agricultural residues and plastic waste highlights the need for sustainable conversion methods. This study investigates the pyrolysis behaviour and kinetic characteristics of waste mango seeds (MS), low-density polyethylene (LDPE) and their co-pyrolysed blends (10–30 wt%) for bioenergy recovery. Thermogravimetric analysis revealed multistage degradation between 200 and 600 °C, with higher heating rates shifting the decomposition peaks towards higher temperatures due to thermal lag. Kinetic characteristics using KAS, OFW, FM, TG, DAEM, and VZ models revealed average activation energies of 208–215 kJ/mol for MS and 179–219 kJ/mol for LDPE. Co-pyrolysis exhibited strong synergistic effects: MS + LDPE-20 wt% blend showed reduced activation energy (105.93 kJ/mol), indicating enhanced degradation, while 10 wt% blend demonstrated the highest activation energy (268.67 kJ/mol), suggesting improved stability. Thermodynamic evaluation confirmed all reactions were endothermic and non-spontaneous. The MS + LDPE-20 wt% blend demonstrated optimal energy efficiency, reduced activation energy, and enhanced product yield, thereby supporting co-pyrolysis as a viable strategy for sustainable energy production.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102514"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145880938","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":"Seaweed extract enhances biomass production and nutrient stress mitigation in fresh water microalga Scenedesmus sp.","authors":"Khushal Mehta , Shubham Rathod , Murali Krishna Paidi , Jayaseelan Murugaiyan , Imran Pancha","doi":"10.1016/j.biteb.2026.102581","DOIUrl":"10.1016/j.biteb.2026.102581","url":null,"abstract":"<div><div>Microalgae are photosynthetic cell factories that can be used for the production of biofuel. However, lower biomass and lipid productivity are major limitations for their large-scale applications. The present study explores use of exogenous seaweed extract for enhancement of biomass and lipid content in microalgae. The addition of 1% <em>v</em>/v seaweed extract resulted in a biomass yield of 304 mg/L, which is higher than the BG-11 grown culture. Furthermore, it was observed that the addition of seaweed extract under nutrient stress conditions resulted in stress mitigation as well as enhancement in biomass production. Specifically, the addition of seaweed extract under nitrogen starvation resulted in nearly two-fold higher biomass with 43% lipid content. Similarly, seaweed extract addition under salinity stress conditions, resulted in approximately 1.8-fold higher biomass than the control culture. Further, metabolomics analysis revealed that the exogenous addition of seaweed extract enhances the concentration of key metabolites, thereby mitigating stress tolerance. This study highlights the potential application of exogenous seaweed extract as an economic and practical growth modulator for improving both biomass and biofuel production potential in microalgae.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102581"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146073568","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}
Maycon Morais Meira , Caroline Casagrande Sipoli , Rúbia Michele Suzuki , Aniely Cristina de Souza , Maria Carolina Sérgi Gomes
{"title":"Valorizing soybean oil deodorizer distillate: Integrated membrane technology for squalane recovery via a cleaner production approach","authors":"Maycon Morais Meira , Caroline Casagrande Sipoli , Rúbia Michele Suzuki , Aniely Cristina de Souza , Maria Carolina Sérgi Gomes","doi":"10.1016/j.biteb.2026.102610","DOIUrl":"10.1016/j.biteb.2026.102610","url":null,"abstract":"<div><div>The growing demand for sustainable and natural ingredients in the cosmetic, pharmaceutical, and food industries has highlighted the potential of squalane, a high-value bioactive compound, particularly when derived from plant-based sources. However, current recovery methods from soybean oil deodorizer distillate (SODD) remain limited, as conventional techniques often rely on solvents, exhibit low selectivity, or require long processing times. Studies specifically addressing membrane-based valorization of SODD are still scarce. This study proposes an integrated and cleaner production approach for squalane recovery from SODD, a byproduct rich in unsaponifiable compounds. The methodology combines a saponification pretreatment with intermediate centrifugation and membrane microfiltration to enhance selectivity and mitigate membrane fouling. The results demonstrated that increasing the potassium hydroxide concentration to 20% during saponification significantly improved membrane selectivity. The integration of centrifugation before microfiltration further enhanced squalane recovery, yielding a squalane concentration in the permeate of 174.03 ± 2.43 mg 100 g sample<sup>−1</sup>, which was approximately thirteen times higher compared to the retentate. This value represents the recovery yield achieved by the developed process. Therefore, the time required for squalane recovery in this study is about six times shorter, representing a significant advantage, even though the final concentration is lower. Overall, this membrane-based strategy proved to be an efficient, rapid, and solvent-free alternative for squalane recovery from SODD, promoting industrial byproduct valorization and aligning with circular economy principles and Sustainable Development Goal 12 on responsible production and consumption.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102610"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146073574","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}
Sanket Dey Chowdhury , Puspendu Bhunia , Rao Y. Surampalli
{"title":"Impact of organic loading rates on the clogging dynamics in the tower-hybrid macrophyte-assisted vermifilters","authors":"Sanket Dey Chowdhury , Puspendu Bhunia , Rao Y. Surampalli","doi":"10.1016/j.biteb.2025.102478","DOIUrl":"10.1016/j.biteb.2025.102478","url":null,"abstract":"<div><div>Limited studies have examined the impact of organic loading rate (OLR) on clogging in macrophyte-assisted vermifilters (MAVFs), and none have explored clog matter composition variation with OLR. Also, the effect of the macrophyte density on the degree of clogging of the vermibed remained unnoticed. Therefore, this study investigates the influence of OLR and macrophyte density on vermibed clogging in a tower-hybrid MAVF treating synthetic brewery wastewater. The results indicated that the experimental run with an OLR and macrophyte density of 160 ± 2.7 kg COD m<sup>−3</sup> d<sup>−1</sup> and 20 nos. m<sup>−2</sup>, respectively, showed the highest clogging of the vermibed, causing 36.4 ± 0.7, 32.1 ± 0.7, 29.7 ± 1.0, and 25.7 ± 0.9 % porosity reduction and 77.9 ± 0.2, 68.1 ± 0.6, 62.1 ± 0.8, and 48.8 ± 0.1 % hydraulic conductivity (HC) reduction of the vermibed media in the 1st, 2nd, and 3rd stage vertical subsurface flow vermifilters (VSSF-VFs) and horizontal subsurface flow MAVF (HSSF-MAVF), respectively. The protein was identified as the most responsible component for the bioclogging of the MAVF system. An increase in the OLR aggravated the degree of clogging, while an increase in the macrophyte density caused a reduction in the degree of clogging. The organic removal performance of the designed MAVF varied inversely with the degree of clogging, portraying a 55.2 ± 1.2 and 84.8 ± 0.8 % overall removal of the chemical oxygen demand (COD) from the highest and least clogged MAVFs, respectively.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102478"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145788481","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}
Suyun Xu , Yakun Lu , Xuezhi Liu , Ruixiang Zou , Yuchen Zhang , Mukesh Kumar Awasthi , Hewen Wei , Hongbo Liu
{"title":"Enhanced anaerobic digestion of rice straw by using microbial pretreatment augmented with micro-nano bubble water","authors":"Suyun Xu , Yakun Lu , Xuezhi Liu , Ruixiang Zou , Yuchen Zhang , Mukesh Kumar Awasthi , Hewen Wei , Hongbo Liu","doi":"10.1016/j.biteb.2025.102484","DOIUrl":"10.1016/j.biteb.2025.102484","url":null,"abstract":"<div><div>Micro-nano bubbles (MNBs) can enhance microbial processes, but their role in boosting defined microbial consortia for biomass pretreatment is unknown. This study demonstrates a novel pretreatment strategy that synergistically combines compound microbial consortia with MNBs to dramatically improve rice straw decomposition and anaerobic digestion. The compound consortia were comprised of <em>Bacillus velezensis</em> HAB-2 (S1), <em>Phanerodontia chrysosporium (S2)</em>, and <em>Phanerodontia chrysosporium</em> SILI (S3) at varied ratios. Based on straw degradation rate, hydrolysate sCOD, and methane production, the proportion of microbial consortia differentially impacted the degradation of cellulose, hemicellulose, and lignin. Specifically, the K-1 (S1:S2:S3 = 1:1:1) and K-2 (S1:S2:S3 = 2:1:1) consortia showed the best synergistic effects. K-2 consortium with Air-MNBs achieved the highest degradation rates of total solids (TS, 43.5 %) and volatile solids (VS, 28.0 %), which increased 58.2 % and 86.7 %, respectively over controls without MNBs injection. Correspondingly, the K-2 consortium pretreated with Air-MNBs achieved a maximum methane yield of 47.5 mL/g VS, significantly higher than that of the untreated control group. Air-MNBs were more effective than N<sub>2</sub>-MNBs in bacterial pretreatment, whereas their enhancement in fungal pretreatment was not significant. This work establishes a new approach for enhancing lignocellulosic biomass pretreatment by harnessing the synergy between designed microbial consortia and MNBs technology.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102484"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145788484","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":"Successive microbial fermentation and enzymatic post-treatment for efficient green biorefinery of shrimp shell waste into α-chitin, bio-calcium and carotenoprotein","authors":"Jariya Ruangwicha, Benjamas Cheirsilp, Wasana Suyotha","doi":"10.1016/j.biteb.2026.102573","DOIUrl":"10.1016/j.biteb.2026.102573","url":null,"abstract":"<div><div>Conventional chitin extraction from shrimp shell waste relies on harsh chemical treatments, which raise concerns regarding environmental impact, safety, product quality, and sustainability. To overcome these limitations, this study developed a green biorefinery approach for the conversion of shrimp shell powder (SSP) into α-chitin and other valuable products. SSP was subjected to simultaneous demineralization (DM) and deproteinization (DP) through successive microbial fermentation. This process employed co-cultured lactic acid bacteria in combination with an acidic protease-producing fungus. Mature coconut water, a byproduct of the coconut milk industry, was used as a low-cost and renewable nutrient source. The scale-up process in a 5-L stirred-tank bioreactor achieved DM and DP of 91.9 ± 1.5% and DP of 89.5 ± 1.7%, respectively. An alkaline protease post-treatment further improved purification by increasing DP to above 97% and DM to above 94% while yielding α-chitin of 29.2 ± 0.6% of SSP. Structural characterization by SEM, FT-IR, and XRD demonstrated that the bio-extracted chitin exhibited higher crystallinity and acetylation than chemically extracted chitin. In addition to α-chitin, the integrated process enabled simultaneous recovery of bio-calcium, protein hydrolysate, pigments, and lactic acid. Overall, this study has demonstrated a sustainable and scalable alternative to conventional chemical extraction and highlighted the potential of the green biorefinery approach for shrimp shell waste valorization.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102573"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146034479","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":"Integrated sponge-membrane bioreactor for removal of 3,4-dichlorophenol: Effects of hydraulic retention time on organic removal, biofouling and microbial adaptation","authors":"Phan Nhu Nguyet , Duong Hoang Yen , Thi-Kim-Ngan Nguyen , Ngo Thi Thuan , Ngo Hoang Long , Xuan-Thanh Bui , Thi-Kim-Quyen Vo , Thi-Yen-Phuong Nguyen , Masashi Hatamoto , Takahiro Watari , Takashi Yamaguchi","doi":"10.1016/j.biteb.2026.102584","DOIUrl":"10.1016/j.biteb.2026.102584","url":null,"abstract":"<div><div>This study presents the first application of a lab-scale Sponge-Membrane Bioreactor (Sponge-MBR) for treating wastewater containing 3,4-dichlorophenol (3,4-DCP). The effects of hydraulic retention time (HRT) were initially evaluated at three levels (5, 10, and 15 h) to identify an optimal operating condition based on chemical oxygen demand (COD) and 3,4-DCP removal performance. Accordingly, an HRT of 15 h was selected and maintained for a subsequent 30 days operation to further assess system performance. At the optimal HRT, corresponding to an organic loading rate (OLR) of 2.84 ± 0.18 kg COD/(m<sup>3</sup>·day), the Sponge-MBR achieved stable removal rates of 356 ± 83 mg COD/(gMLSS·day) and 1.62 ± 0.38 mg 3,4-DCP/(gMLSS·day). Exposure to 3,4-DCP stimulated pronounced extracellular polymeric substances (EPS) production, with EPS concentrations consistently exceeding soluble microbial products, reflecting a microbial self-protection strategy under toxic stress. However, excessive accumulation of protein rich EPS substances within membrane associated biofilms led to intensified membrane fouling, as reflected by increased transmembrane pressure. Microbial analysis revealed clear differentiation in microbial community among bulk sludge, sponge sludge, and membrane biofilm. The recovery and predominance of Proteobacteria at longer HRTs were associated with stable removal of organic matter and chlorinated compounds. The findings suggest a potential benefit of Sponge-MBRs in reducing inhibitory effects of chlorinated organic pollutants, while indicating the co-occurrence of microbial protection and membrane fouling related to EPS substances.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102584"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146034482","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":"Thermally repairable and antimicrobial chitosan-gelatin films with natural wax and silver nanoparticles","authors":"Neda Aliabbasi , Zahra Emam-Djomeh , Hassan Rezaeinia","doi":"10.1016/j.biteb.2025.102533","DOIUrl":"10.1016/j.biteb.2025.102533","url":null,"abstract":"<div><div>This research article aimed to develop biodegradable chitosan-gelatin composite films reinforced with natural wax and silver nanoparticles (AgNPs), indicating considerable mechanical, barrier, antimicrobial, and heat-induced sealing. The films showed a great tensile strength exceeding 58 MPa, significantly enhanced water contact angles up to 117.5°, revealing superior hydrophobicity, and a thermal healing efficiency reaching 82.4 % after thermal annealing. The integration of AgNPs enhanced not only the antimicrobial activity against Gram-positive and Gram-negative bacteria but also the mechanical performance and water vapor barrier properties of the films. The thermally triggered repair capability of the films stems from temperature-driven translocation of incorporated natural wax to superficial regions, which effectively restores both hydrophobicity and mechanical integrity following induced damage. These results propose that the developed composite films are promising candidates for sustainable packaging applications as environmentally friendly alternatives to synthetic plastics.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102533"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972857","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":"Hidden engineers of decomposition: Invertebrate communities and their association with composting parameters in vegetable waste pile","authors":"Sujata Phurailatpam , Meena Khwairakpam","doi":"10.1016/j.biteb.2025.102516","DOIUrl":"10.1016/j.biteb.2025.102516","url":null,"abstract":"<div><div>The significance of microorganisms in composting is well-established, but the ecological role of invertebrates has received comparatively less attention. The present study addresses this gap by examining the abundance and diversity of invertebrates and their correlations with physicochemical and biological parameters during pile composting. Composting was carried out using a blended substrate of vegetable waste, cow dung, and sawdust. The invertebrates from the waste biomass were extracted using a modified Berlese Tullgren Funnel. During the study, a total of 11,344 mesofauna and macrofauna individuals were collected and identified during the pile composting. Springtails dominated the community, followed by mites and black soldier fly larvae, underscoring the central role of these taxa in waste decomposition. Diversity analyses using the Shannon–Wiener and Simpson indices revealed clear associations between community structure and compost dynamics. In addition, the physicochemical and biological parameters of the waste biomass agreed with the variation of abundance of the invertebrates during the process. The highest abundance of invertebrates was observed within the temperature range of 33.5 °C to 37.3 °C, and corresponding moisture content from 35.24 % to 38.01 % conditions favourable for both decomposition and faunal activity. These findings highlight invertebrates as active drivers of compost transformation, bridging biological activity with physicochemical processes. The study provides a foundation for the strategic utilization of key invertebrate taxa to enhance feedstock decomposition and improve composting efficiency.</div></div>","PeriodicalId":8947,"journal":{"name":"Bioresource Technology Reports","volume":"33 ","pages":"Article 102516"},"PeriodicalIF":0.0,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972931","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}