Journal of Transport Geography最新文献

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Gender-specific impacts of road accessibility on rural development
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-22 DOI: 10.1016/j.jtrangeo.2025.104206
Thomas Stringer , Esteban Ricardo García Clavel , Manuel Burelo
{"title":"Gender-specific impacts of road accessibility on rural development","authors":"Thomas Stringer ,&nbsp;Esteban Ricardo García Clavel ,&nbsp;Manuel Burelo","doi":"10.1016/j.jtrangeo.2025.104206","DOIUrl":"10.1016/j.jtrangeo.2025.104206","url":null,"abstract":"<div><div>This study examines the impact of road accessibility on socio-economic and infrastructure outcomes in rural areas, with a focus on gender-specific effects. Using data from Oaxaca, Mexico from the 2010 and 2020 censuses and the CONEVAL Accessibility Index, which combines geographic proximity and social factors, the research identifies significant correlations between improved road access and reductions in unemployment, particularly among women, as well as increases in educational attainment. Specifically, a 1.7 % decrease in unemployment and a 0.21-year increase in average schooling were observed per unit increase in accessibility. These findings highlight the critical role of road infrastructure in addressing gender-specific barriers to employment and education in rural contexts. By applying a novel methodological approach, this study contributes to development studies and transport geography scholarship, offering valuable insights for policymakers aiming to promote inclusive and sustainable development in underserved regions.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104206"},"PeriodicalIF":5.7,"publicationDate":"2025-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143677935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Differences in bike-sharing usage and its associations with station-surrounding characteristics: A multi-group analysis using machine learning techniques
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-19 DOI: 10.1016/j.jtrangeo.2025.104201
Xiao Cai , Xinyue Gu , Siiri Silm , Amnir Hadachi , Tanhua Jin , Frank Witlox
{"title":"Differences in bike-sharing usage and its associations with station-surrounding characteristics: A multi-group analysis using machine learning techniques","authors":"Xiao Cai ,&nbsp;Xinyue Gu ,&nbsp;Siiri Silm ,&nbsp;Amnir Hadachi ,&nbsp;Tanhua Jin ,&nbsp;Frank Witlox","doi":"10.1016/j.jtrangeo.2025.104201","DOIUrl":"10.1016/j.jtrangeo.2025.104201","url":null,"abstract":"<div><div>The bike-sharing system offers a wide range of benefits to promote human mobility for all. However, many bike-sharing systems are most used by specific demographic groups (e.g., younger people and males), suggesting that the resulting benefits are not equally distributed among the public. We aim to empirically examine the differences in bike-sharing usage among varying demographic groups and its association with station-surrounding characteristics (i.e., land use, transportation infrastructure, and population distribution) in Tartu (Estonia) using a machine learning approach (i.e., gradient boosting decision trees). The results revealed that the floor area ratio played an extremely important role in promoting bike-sharing usage, but such a strong positive impact was not observed within senior groups. Instead, bike-sharing usage by seniors was strongly positively associated with the commercial land and bike lanes. It also detected that male teenagers and young adults were less likely to be influenced by the public land than their female counterparts when using shared bikes. Shared bikes located in areas with dense male senior residents gained high usage by them; however, such phenomenon was not observed from their female counterparts. These findings can provide significant insights for interventions targeting demographic-specific bike-sharing usage to promote inclusivity and equity in urban transportation.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104201"},"PeriodicalIF":5.7,"publicationDate":"2025-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143643265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Revealing spatiotemporal connections in container hub ports under adverse events through link prediction
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-19 DOI: 10.1016/j.jtrangeo.2025.104198
Xu Bo-wei , Tian Yu-tao , Li Jun-jun
{"title":"Revealing spatiotemporal connections in container hub ports under adverse events through link prediction","authors":"Xu Bo-wei ,&nbsp;Tian Yu-tao ,&nbsp;Li Jun-jun","doi":"10.1016/j.jtrangeo.2025.104198","DOIUrl":"10.1016/j.jtrangeo.2025.104198","url":null,"abstract":"<div><div>Frequent adverse events have significantly impacted international trade. They disrupt the safety and stability of the global container shipping networks. To uncover potential connections among container hub ports, the K-shell and degree of node (KSDN) denoising algorithm denoises the liner hub-and-spoke shipping network. Based on both local and global information, the number of neighbors and the proportion of information transmitted and closeness (NNPITC) link prediction algorithm aims to achieve higher accuracy and faster computation speed. The NNPITC link prediction algorithm is compared with the other five directed weighted link prediction algorithms using Precision, Recall, F-measure, and Area Under the receiver-operating characteristic Curve (AUC) as evaluation metrics. The experimental results show that the NNPITC link prediction algorithm achieves the highest AUC value of 0.98624 among all the algorithms, demonstrating superior performance. The high-performance NNPITC link prediction algorithm is used to mine the potential connection relations among container hub ports from 2021 to 2023. Evolutionary trends in liner hub-and-spoke shipping network are explored. It provides valuable references for port shipping stakeholders to enhance the transshipment efficiency and risk resilience of liner hub-and-spoke shipping network.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104198"},"PeriodicalIF":5.7,"publicationDate":"2025-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143643266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
E-bike ownership and use determinants and their trends in the Netherlands
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-18 DOI: 10.1016/j.jtrangeo.2025.104203
Yushan Zhang, Dena Kasraian, Pieter van Wesemael
{"title":"E-bike ownership and use determinants and their trends in the Netherlands","authors":"Yushan Zhang,&nbsp;Dena Kasraian,&nbsp;Pieter van Wesemael","doi":"10.1016/j.jtrangeo.2025.104203","DOIUrl":"10.1016/j.jtrangeo.2025.104203","url":null,"abstract":"<div><div>The global e-bike market has been growing significantly in recent years and is expected to keep expanding in the coming years. While many scholars have looked into e-bikes from operations management and user perspectives, the roles of different socio-demographic and built environment factors in e-bike ownership and use are less studied. Especially, how this role changes over time is rarely investigated. This paper explores i) how e-bike ownership and use have changed over time in the Netherlands, ii) how e-bike ownership and use relate to different socio-economic and built environment determinants, and iii) how these relationships have changed over time. Ten binary multinomial logistic regression models are developed to analyze how various determinants affect e-bike ownership and e-bike use respectively, using eight years of travel data from the Dutch national mobility surveys (2014–2021). The results show that e-bike ownership and use in the Netherlands have experienced consistent growth over time. Throughout the study period, e-bikes are becoming more widely adopted across diverse socio-demographic groups, and the influence of household size, household income, age, gender and education on e-bike ownership and use is decreasing. Interestingly, the penetration of e-bikes in non-urban areas is growing. Future urban and transport policies are recommended to take advantage of the growing e-bike adoption and the shifts in the socio-demographics and the residential locations of its adopters.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104203"},"PeriodicalIF":5.7,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143643264","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does high-speed rail contribute to cross-boundary agglomeration of migrant workers? Evidence from China 高铁是否有助于农民工的跨境聚集?来自中国的证据
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-17 DOI: 10.1016/j.jtrangeo.2025.104170
Jingjuan Jiao , Qilin Zhang , Runze Jiang , Guowei Lyu
{"title":"Does high-speed rail contribute to cross-boundary agglomeration of migrant workers? Evidence from China","authors":"Jingjuan Jiao ,&nbsp;Qilin Zhang ,&nbsp;Runze Jiang ,&nbsp;Guowei Lyu","doi":"10.1016/j.jtrangeo.2025.104170","DOIUrl":"10.1016/j.jtrangeo.2025.104170","url":null,"abstract":"<div><div>Research on the cross-boundary agglomeration effects of High-Speed Rail (HSR) on labor migration remains inconclusive. This study addresses this gap by proposing a refined theoretical framework that incorporates improvements in accessibility and connectivity caused by HSR as a critical cross-boundary channel. By examining the effects of HSR on the number of migrant workers, we find that, HSR operations significantly impact labor migration, exhibiting both agglomeration and diffusion effects, with the former being more dominant. Notably, HSR produces significant cross-boundary agglomeration effects across the provincial administrative and urban agglomeration boundaries, rather than nature boundaries like the Hu Huanyong Line and Qinling-Huaihe Line. Additionally, the “borrowed size” effects from labor migration destination cities mediate the cross-boundary agglomeration effects of HSR on labor migrations.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104170"},"PeriodicalIF":5.7,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143637688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved spatial equity in healthcare access from novel logistics strategies
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-15 DOI: 10.1016/j.jtrangeo.2025.104178
Changle Song , Mark Dennis , Brian Burns , David Levinson , Emily Moylan
{"title":"Improved spatial equity in healthcare access from novel logistics strategies","authors":"Changle Song ,&nbsp;Mark Dennis ,&nbsp;Brian Burns ,&nbsp;David Levinson ,&nbsp;Emily Moylan","doi":"10.1016/j.jtrangeo.2025.104178","DOIUrl":"10.1016/j.jtrangeo.2025.104178","url":null,"abstract":"<div><div>A common problem in healthcare logistics is maximizing coverage of a scarce resource through optimal facility location. There are important equity considerations when some areas cannot access potentially life-saving medical services. For emergency healthcare which is time-sensitive, it is necessary to consider both the quality and extent of the coverage. Most past research in this area focused on maximizing coverage or survival by identifying better locations or offering better treatments. In this work, we compare how traditional and novel service delivery strategies affect both spatial and population coverage. This comparison highlights improvements in the quality and extent of that coverage.</div><div>The rendezvous strategy improves service coverage by allowing a patient to meet up with a healthcare resource or team in an intermediate location. Because the success of the treatment is time sensitive, we use an impedance function to measure the quality of accessibility. Choosing initial resource locations influences patient survival rates, which vary by location. The approach is applied to an emerging treatment for cardiac arrest where scarce resources/personnel should be optimally allocated to maximise the benefit to patients. The results are quantified and mapped in order to support discussion of the spatial equity of the coverage.</div><div>The coverage area significantly increases under the rendezvous strategy compared to a traditional delivery model. By maximizing survival rather than simply coverage, we identify facility location combinations that improve patient outcomes. In addition to or instead of changing where or which healthcare resources are offered, the accessibility of life-saving medical treatment is quantitatively improved in extent and quality by changing how the treatment is delivered. This finding can be generalized to equitable access to any time-sensitive social services.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104178"},"PeriodicalIF":5.7,"publicationDate":"2025-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143627923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Measuring use of the street space in central city areas
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-13 DOI: 10.1016/j.jtrangeo.2025.104197
Chris De Gruyter , Liam Davies , Xiao Li , Afshin Jafari , Alexia Yacoubian , Marco Amati
{"title":"Measuring use of the street space in central city areas","authors":"Chris De Gruyter ,&nbsp;Liam Davies ,&nbsp;Xiao Li ,&nbsp;Afshin Jafari ,&nbsp;Alexia Yacoubian ,&nbsp;Marco Amati","doi":"10.1016/j.jtrangeo.2025.104197","DOIUrl":"10.1016/j.jtrangeo.2025.104197","url":null,"abstract":"<div><div>In central city areas, the use of different transport modes is common and levels of people activity tend to be high. However, existing measures of street space use mainly focus on vehicle flow, with little consideration given to measuring ‘people’. Based on surveys undertaken within the central city of Melbourne, this research developed six measures of street space use, building upon established measures of flow and concentration by incorporating the amount of space consumed by each transport mode. Application of the measures shows that estimates of street space use can vary considerably depending on the desired function of the street and how priority is given to different transport modes. The results also highlight the potential redundancy of on-street car parking. The findings can help to better inform the way in which street space is allocated, ultimately maximising choice for people to access central city areas.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104197"},"PeriodicalIF":5.7,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143610837","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrated transit service status assessment using smart transit card big data under the x-minute city framework
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-13 DOI: 10.1016/j.jtrangeo.2025.104189
Dong Liu , Jiaomin Wei , Zihan Kan
{"title":"Integrated transit service status assessment using smart transit card big data under the x-minute city framework","authors":"Dong Liu ,&nbsp;Jiaomin Wei ,&nbsp;Zihan Kan","doi":"10.1016/j.jtrangeo.2025.104189","DOIUrl":"10.1016/j.jtrangeo.2025.104189","url":null,"abstract":"<div><div>The x-minute city concept emphasizes the importance of residents being able to access locations of urban functions by active transportation modes within a short travel time. However, there are inevitably areas where active transportation modes like walking are insufficient to reach certain locations. In such cases, public transit plays a vital role in providing sustainable and healthy transportation options, especially for residents without cars. This research focuses on the integrated assessment of transit coverage status by combining accessibility and connectivity measures based on smart transit card big data within the x-minute city framework. Using smart transit card big data from Beijing, this study employs an enhanced two-step floating catchment area (E2SFCA) method to calculate the accessibility of transit points, such as bus stops and metro stations, within three common x-minute city travel time thresholds (i.e., 5, 10, and 15-min). The accessibility measures are weighted by passenger volume derived from the smart transit card big data. Additionally, transit connectivity is evaluated using a matrix-based approach based on the real-world multi-modal transit network. By integrating both transit accessibility and connectivity, a composite transit index is developed using a modified z-score framework to assess the transit service status of different areas in Beijing.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104189"},"PeriodicalIF":5.7,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143610838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Temporal and spatial changes of ungulate activity before and after the construction of the Qinghai-Tibet railway in Hoh Xil, China
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-12 DOI: 10.1016/j.jtrangeo.2025.104188
Abudusaimaiti Maierdiyali , Yun Wang , Yangang Yang , Shuangcheng Tao , Yaping Kong , Jiding Chen , Xin Yang , Basanglamao , Hao Wang , Zhi Lu
{"title":"Temporal and spatial changes of ungulate activity before and after the construction of the Qinghai-Tibet railway in Hoh Xil, China","authors":"Abudusaimaiti Maierdiyali ,&nbsp;Yun Wang ,&nbsp;Yangang Yang ,&nbsp;Shuangcheng Tao ,&nbsp;Yaping Kong ,&nbsp;Jiding Chen ,&nbsp;Xin Yang ,&nbsp;Basanglamao ,&nbsp;Hao Wang ,&nbsp;Zhi Lu","doi":"10.1016/j.jtrangeo.2025.104188","DOIUrl":"10.1016/j.jtrangeo.2025.104188","url":null,"abstract":"<div><div>The construction of the Qinghai-Tibet railway (QTR) parallel to the Qinghai-Tibet highway (QTH) has been associated with concerns about its impact on local wildlife. However, to date, most related research has been conducted after the QTR was built, and there is a lack of evidence of the effect of its construction on wildlife. By comparing ungulate survey data along the QTH between 2001 and 2020, an increase in the migration number of Tibetan antelope in the region from around 2000 to 4000 was observed, despite a rise in traffic on the highway from approximately 1000 to 2000 vehicles per day. The average number of kiangs in each survey along the QTH increased from 18 to 32, and the average number of Tibetan gazelle increased from 14 to 16. The herd sizes of Tibetan antelope, Tibetan gazelle, and kiangs during the construction of the QTR were significantly larger than those after the construction of the QTR. After the construction of the QTR, the number of ungulates along the QTH was negatively correlated with the traffic volume, but positively correlated with the distance between the QTH and the QTR. By comparing the distributions of ungulates before and after QTR construction, it was also found that the number of ungulates decreased in areas where the QTH and QTR were close, but increased where the QTH and QTR were further apart. This suggests that the close proximity of the two linear infrastructures can have a cumulative negative effect on ungulate numbers. These findings provide a reference for the future construction and planning of linear infrastructures on the Qinghai-Tibetan Plateau.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104188"},"PeriodicalIF":5.7,"publicationDate":"2025-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143601107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Addressing women's mobility challenges in the public transportation system of Lahore, Pakistan
IF 5.7 2区 工程技术
Journal of Transport Geography Pub Date : 2025-03-10 DOI: 10.1016/j.jtrangeo.2025.104187
Amna Shoaib
{"title":"Addressing women's mobility challenges in the public transportation system of Lahore, Pakistan","authors":"Amna Shoaib","doi":"10.1016/j.jtrangeo.2025.104187","DOIUrl":"10.1016/j.jtrangeo.2025.104187","url":null,"abstract":"<div><div>Gender differences affect the urban mobility patterns and travel behaviour of users. This research investigated the impediments faced by women in the public transportation system of Lahore, Pakistan. The study explores mobility using a mixed method of interviews with transport officials, visual analysis of bus stops and a questionnaire survey. A total of 624 women aged 15–29 were inquired about the accessibility, safety and affordability of public transport. The interviews with the Punjab Mass Transit Authority and Punjab Transport Company revealed the absence of gender-specific planning, route information and women safety parameters in buses. The bus stop analysis has further highlighted overcrowding, encroachment, inadequate lighting and poor maintenance. These physical barriers affect women's mobility and contribute to the gender gap in Lahore's transportation system. The results of the questionnaire analysis indicated that 31 % perceived feeder routes as the most accessible mode, while 77 % were unaware of bus routes. Ninety-nine percent did not prefer using public transport at night due to significant safety concerns. 62 % found public transport time-consuming though 33 % agreed it was very economical. 57 % expressed dissatisfaction with public transport facilities in Lahore owing to safety issues and the unavailability of connected bus routes. Moreover, multi-regression and analysis of variance tests highlighted safety as the strongest predictor of satisfaction that impacts mobility. This study emphasises the need for improved infrastructure at bus stops, updated route information, and enhanced safety measures. These recommendations promote gender equality and enhance women's mobility in Lahore's public transport system.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"125 ","pages":"Article 104187"},"PeriodicalIF":5.7,"publicationDate":"2025-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143578631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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