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Research on the discrimination of detour behavior and influencing factors of shared bicycles
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作者 BIAN Yang YIN Luyao +2 位作者 ZHAO Xiaohua HAN Tangshan ZHANG Xiaolong 《Journal of Southeast University(English Edition)》 2025年第2期215-225,共11页
To investigate the distribution characteristics and influencing factors of bicycle detour behavior,this study ac-curately identified detour behavior using global positioning system(GPS)track data from shared bicycles.... To investigate the distribution characteristics and influencing factors of bicycle detour behavior,this study ac-curately identified detour behavior using global positioning system(GPS)track data from shared bicycles.Factors such as travel time,road conditions,public transportation facilities,and land use types were considered in constructing a detour behavior influence model based on the CatBoost machine learning algorithm.The interpretability of the machine learning framework was enhanced via Shapley additive explanations(SHAP),enabling an analysis of the impact of each factor on detour behavior.The results indicated that the CatBoost model effectively recognized detour behavior with high accuracy.The frequency of detour behavior increased with higher road levels,greater distances to crossing facilities,wider bike lanes,and an increased number of bus stops,subway stations,and leisure and entertainment facilities,while it decreased with a higher number of office commuting facilities.In addition,detour behavior was more prevalent on weekends,during off-peak hours,and under conditions involving physical central lane separation and physical bike lane separation.These findings offer a novel approach for identifying bicycle riding behaviors and analyzing their influencing factors,providing effective technical support for non-motorized traffic management and infrastructure optimization. 展开更多
关键词 shared bicycles detour behavior trajectory data machine learning influencing factor
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Spatiotemporal characterization of speeding risk behaviors of shared electric bicycles based on trajectory data
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作者 BIAN Yang REN Bin +2 位作者 ZHAO Xiaohua LI Yuheng ZHANG Xiaolong 《Journal of Southeast University(English Edition)》 2025年第4期512-524,共13页
To reduce the risk of traffic accidents significantly caused by the speeding behavior of electric bicycles,this study focuses on the Beijing Yizhuang Economic and Tech-nological Development Zone.This work relies on hi... To reduce the risk of traffic accidents significantly caused by the speeding behavior of electric bicycles,this study focuses on the Beijing Yizhuang Economic and Tech-nological Development Zone.This work relies on high-precision shared electric bicycle Global Positioning System trajectory data,integrating a spatiotemporal analysis model and geographic information system(GIS)technol-ogy to explore the spatial and temporal variability law and formation mechanism of speeding behavior.Through data preprocessing,speeding events are identified,and weekday features are extracted.Four periods are identified:morning peak,midday minipeak,evening peak,and nighttime flat peak.Using the GIS platform,global spatial autocorrela-tion and local clustering analysis are conducted to identify the spatial clustering characteristics of speeding behaviors and hotspot areas.The coldspot and hotspot patterns of speeding events and the dynamic trajectories of their evolu-tion are analyzed using spatiotemporal cube technology.The results show that speeding behaviors are strongly corre-lated with the commuting peak in time and spatially concen-trated in the intersections of urban main roads,the periphery of commercial complexes,and industrial parks,with a dif-fusion tendency.The results of this study provide novel in-sights into the research and analysis of the spatial and tempo-ral characteristics of speeding risk behaviors of electric bi-cycles and effective technical support for nonmotorized traf-fic safety management. 展开更多
关键词 shared electric bicycle speeding behavior tra-jectory data mining spatiotemporal hotspot analysis traffic risk management
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Travel Behaviours of Sharing Bicycles in the Central Urban Area Based on Geographically Weighted Regression: The Case of Guangzhou, China 被引量:7
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作者 WEI Zongcai ZHEN Feng +3 位作者 MO Haitong WEI Shuqing PENG Danli ZHANG Yuling 《Chinese Geographical Science》 SCIE CSCD 2021年第1期54-69,共16页
Mobile information and communication technologies(MICTs) have fully penetrated everyday life in smart societies;this has greatly compressed time, space, and distance, and consequently, reshaped residents’ travel beha... Mobile information and communication technologies(MICTs) have fully penetrated everyday life in smart societies;this has greatly compressed time, space, and distance, and consequently, reshaped residents’ travel behaviour patterns. As a new mode of shared mobility, the sharing bicycle offers a variety of options for the daily travel of urban residents. Extant studies have mainly examined the travel characteristics and influencing factors of public bicycles with piles, while the travel patterns for sharing bicycles and their driving mechanisms have been largely ignored. Using one week’s travel data for Mobike, this study investigated the spatial and temporal distribution patterns of sharing bicycle travel behaviours in the central urban area of Guangzhou, China;furthermore, it identified the influences of built environment density factors on sharing bicycle travel behaviours based on the geographically weighted regression method. Obvious morning and evening peaks were observed in the sharing bicycle travel patterns for both weekdays and weekends. The old urban area, which had a high degree of mixed function, dense road networks, and cycling-friendly built environments, was the main travel area that attracted sharing bicycles on both weekdays and weekends. Furthermore, factors including the point of interest(POI) for the density of public transport stations, the functional mixing degree, and the density of residential POIs significantly affected residents’ travel behaviours. These findings could enrich discourse regarding shared mobility with a Chinese case characterised by rapidly developing MICTs and also provide references to local authorities for improving slow traffic environments. 展开更多
关键词 sharing bicycles travel behaviours smart societies geographically weighted regression analysis Guangzhou China
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Development of the zinc-air power battery on electric bicycles in China
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作者 Zhu Mei Xu Xianzhi +1 位作者 Song Hui Li Fen 《Engineering Sciences》 EI 2008年第3期72-75,共4页
Electric bicycles powered by lead-acid batteries have developed very fast for several years in China. Because the inconvenience caused by the service performance and the inconsistency to the environmental protection p... Electric bicycles powered by lead-acid batteries have developed very fast for several years in China. Because the inconvenience caused by the service performance and the inconsistency to the environmental protection policy of the lead-acid battery, the zinc-air power battery was proposed to solve the problem in this paper. The advantage and the feasibility of developing zinc-air power batteries in China have been illustrated in the paper. And, it is represented that development of electric bicycles powered by the zinc-air power battery also can accelerate this kind of battery's development in other electric vehicles, which is favorable to economic development and environmental protection. 展开更多
关键词 zinc-air battery electric bicycles energy policy China
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Analysis and Comparison of Safety and Fatigue Comfort of Postal Bicycles Based on Finite Element Method and sEMG 被引量:5
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作者 项忠霞 李亚南 +1 位作者 田冠 常振元 《Transactions of Tianjin University》 EI CAS 2013年第4期272-278,共7页
The safety and the fatigue comfort were compared between a domestic and a Japanese postal bicycle. Firstly, the fatigue comfort of these two kinds of bicycles was evaluated by surface electromyographic signal (sEMG) e... The safety and the fatigue comfort were compared between a domestic and a Japanese postal bicycle. Firstly, the fatigue comfort of these two kinds of bicycles was evaluated by surface electromyographic signal (sEMG) experiment, in which human lower limb muscle groups were research objects, and the average EMG (AEMG) index and median frequency (MF) were chosen as the evaluation indexes. Secondly, the safety of these two kinds of bicycle frames was analyzed and compared by using the finite element analysis. The results show that the riding fatigue comfort of the Japanese postal bicycle is better, and the Japanese postal bicycle frame is more safe and reasonable although both the postal bicycles meet the requirement for strength. Finally, based on the above analysis, the frame structure and related parameters of the domestic postal bicycle were improved with reference to the Japanese postal bicycle and biomechanics theory. 展开更多
关键词 postal bicycle surface electromyogram signal evaluation index fatigue comfort finite element analysis
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Improved YOLOv8n Model for Detecting Helmets and License Plates on Electric Bicycles 被引量:3
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作者 Qunyue Mu Qiancheng Yu +2 位作者 Chengchen Zhou Lei Liu Xulong Yu 《Computers, Materials & Continua》 SCIE EI 2024年第7期449-466,共18页
Wearing helmetswhile riding electric bicycles can significantly reduce head injuries resulting fromtraffic accidents.To effectively monitor compliance,the utilization of target detection algorithms through traffic cam... Wearing helmetswhile riding electric bicycles can significantly reduce head injuries resulting fromtraffic accidents.To effectively monitor compliance,the utilization of target detection algorithms through traffic cameras plays a vital role in identifying helmet usage by electric bicycle riders and recognizing license plates on electric bicycles.However,manual enforcement by traffic police is time-consuming and labor-intensive.Traditional methods face challenges in accurately identifying small targets such as helmets and license plates using deep learning techniques.This paper proposes an enhanced model for detecting helmets and license plates on electric bicycles,addressing these challenges.The proposedmodel improves uponYOLOv8n by deepening the network structure,incorporating weighted connections,and introducing lightweight convolutional modules.These modifications aim to enhance the precision of small target recognition while reducing the model’s parameters,making it suitable for deployment on low-performance devices in real traffic scenarios.Experimental results demonstrate that the model achieves an mAP@0.5 of 91.8%,showing an 11.5%improvement over the baselinemodel,with a 16.2%reduction in parameters.Additionally,themodel achieves a frames per second(FPS)rate of 58,meeting the accuracy and speed requirements for detection in actual traffic scenarios. 展开更多
关键词 YOLOv8 object detection electric bicycle helmet detection electric bicycle license plate detection
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Designing Right-Turn Vehicle Box as a Supplemental Treatment to Eliminate Conflicts with Pedestrians and Bicycles
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作者 Fengxiang Qiao Po-Hsien Kuo +3 位作者 Qing Li Lei Yu Qing Zhu Ying Li 《Journal of Transportation Technologies》 2016年第1期43-59,共17页
Field observations illustrated that, right-turn vehicles stopped at various positions when proceeding within the right-turn lanes, while some of them trespassed on the crosswalks with multiple stops. In this case, ped... Field observations illustrated that, right-turn vehicles stopped at various positions when proceeding within the right-turn lanes, while some of them trespassed on the crosswalks with multiple stops. In this case, pedestrians and bikes (ped/bike) are encountered unsmooth and hazardous crossings when right-turn vehicles encroaching their lanes. Meanwhile, this also causes conflicts between right-turn and through vehicles at the crossing street. To better protect ped/bike at crossings with right-turn vehicles, this paper proposes a concept of “right-turn vehicle box” (RTVB) as a supplemental treatment within right-turn lanes. Sight distance, geometric conditions, and behaviors of vehicles and ped/bike are key factors to consider so as to set up the criteria and to design the suitable treatment. A case study was conducted at an intersection pair in Houston, USA to shape the idea of RTVB, together with driving simulator tests under relevant scenarios. The preliminary crosscheck examination shows that the right-turn vehicle box could possibly provide ped/ bike with smoother and safer crossings. In the interim, the safety and efficiency of right-turn operations were also improved. To further validate the effects, implementation studies should be conducted before the RTVB can make its debut in practice. Future works will focus on the complete warrants and design details of this treatment. Moreover, the concept of “vehicle box” could also be transplanted to other places where turning movement(s) needs assistance or improvements. 展开更多
关键词 Right-Turn Vehicle Box BICYCLE Pedestrian Right-Turn Treatments Channelized Right-Turn Lane
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The Development of Generalized Public Bicycles in China and Its Role in the Urban Transportation System
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作者 Yang Tang Weiwei Liu +2 位作者 Yihao He Yuelin Zhang Fulong Zhang 《Journal on Internet of Things》 2020年第3期101-107,共7页
Public bicycle service has experienced 15 years of development in Chinese cities,and China's Mainland is the world's largest public bicycle market.Choosing to use public bicycles is becoming more and more a da... Public bicycle service has experienced 15 years of development in Chinese cities,and China's Mainland is the world's largest public bicycle market.Choosing to use public bicycles is becoming more and more a daily habit of residents.Broadly speaking,public bicycles in Chinese cities include both public bikes with service stations and shared bicycles without service stations.Based on historical review and years of accumulated data,this paper reviews the development of general public bicycles in Chinese cities in the past 15 years.And the role of general public bicycles in China’s urban transportation system is analyzed.Finally,from the perspective of urban construction and management,some suggestions for the future development of public bicycles are put forward. 展开更多
关键词 Public bicycle urban transportation Chinese cities
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Is It about a Bicycle? A Posthumanist Perspective on the Role of Women’s Bicycles in WWII Resistance Movements
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作者 Zuzana Križalkovičová 《Sociology Study》 2024年第4期198-211,共14页
Drawing upon Donna Haraway’s cyborg theory,this paper argues that the bicycle can be conceived as a cyborg extension of body and identity which transcended its mechanical essence to become an integral co-partner for ... Drawing upon Donna Haraway’s cyborg theory,this paper argues that the bicycle can be conceived as a cyborg extension of body and identity which transcended its mechanical essence to become an integral co-partner for women involved in resistance activities in WWII.More specifically,the study explores how women used cycling during World War Ⅱ not only for mobility but as a profound expression of courage,endurance and solidarity which enabled them to overcome physical and symbolic barriers under totalitarian regimes.The bicycle emerges not only as a central co-agent but also actively co-creates the situations in which it emerges as a transformative force.Cycling acted as a catalyst for personal and collective empowerment,fostering new subjectivities while transcending physical and social limitations.This study sparks multidimensional discourse on how technological tools can co-create our societies and identities,offering insights into how bicycles can drive socio-political change,promote emancipation and foster inclusivity. 展开更多
关键词 BICYCLE female involvement in World WarⅡresistance movements cyborg theory
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Influence of the safety technical specification for electric bicycles on consumer purchase behaviour: evidence from social media analysis
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作者 Xiwei Wang Jianxiong Xu +2 位作者 Xiaofan Xue Bang Luo Tianpei Tang 《Transportation Safety and Environment》 2025年第4期179-193,共15页
The Safety Technical Specification for Electric Bicycles(GB 17761–2018, China) has been in effect for over six years, yet its influence on consumer purchase behaviour remains unclear. This study examines public perce... The Safety Technical Specification for Electric Bicycles(GB 17761–2018, China) has been in effect for over six years, yet its influence on consumer purchase behaviour remains unclear. This study examines public perceptions of the specification and its impact on electric bicycle purchase decisions. Using Latent Dirichlet Allocation(LDA) to analyse 20, 971 social media comments, combined with sentiment analysis, a purchase behaviour model was developed. Additionally, 446 valid survey responses were analysed using Partial Least Squares Structural Equation Modelling to identify key influencing factors and their pathways. Bayesian network analysis was then employed to quantify the effects of these factors on purchase behaviour. The results reveal that attitudes and perceived safety are the most significant determinants of electric bicycle purchases. Furthermore, trust, perceived usefulness and face consciousness have a substantial influence on consumer attitudes. Regarding the specification's impact, the findings suggest that public trust and perception of the regulation positively contribute to purchase behaviour. This research provides a robust framework for understanding the drivers of electric bicycle purchase behaviour, supporting the sustainable and regulated growth of China's electric bicycle industry. 展开更多
关键词 electric bicycle purchase behaviour Latent Dirichlet Allocation(LDA)topic model Partial Least Squares Structural Equation Modelling Bayesian network
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Influence of roadway geometric elements on driver behavior when overtaking bicycles on rural roads 被引量:12
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作者 Jeremy R.Chapman David A.Noyce 《Journal of Traffic and Transportation Engineering(English Edition)》 2014年第1期28-38,共11页
The objective of this research was to determine what influence geometric design elements of roadway may have on driver behavior during the overtaking maneuver. This was part of a larger research effort to eliminate cr... The objective of this research was to determine what influence geometric design elements of roadway may have on driver behavior during the overtaking maneuver. This was part of a larger research effort to eliminate crashes (and the resulting fatalities and injuries) between bicycles and motorized vehicles. The data collection process produced 1151 observations with approximately 40 different independent variables for each data point through direct observation, sensor logging, or derivation from other independent variables. Prior research by the authors developed a means to collect real-time field data through the use of a bicycle-mounted data collection system. The collected data was then used to model lateral clearance distance be- tween vehicles and bicycles. The developed model confirmed field observations that the lateral clearance distance provided by drivers changes with vehicle speed and oncoming vehicle presence. These observations were presented by the authors previously. The model shows that driver behavior can be adjusted by the inclusion, or exclusion, of geometric elements. Evaluating roadways (or roadway designs) based on this model will enable stakeholders to identify those roadway segments where a paved shoulder would prove an effective safety countermeasure. This research will also enable roadway designers to better identify during the design phase those roadway segments that should be constructed with a paved shoulder. 展开更多
关键词 overtaking bicycles lateral clearance three-foot rule vehicle-bicycle interactions centerline violation
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Application of Grey Model in Managing Sharing Bicycles(二)
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作者 周雪垚 梁宇学 《中学生数学(高中版)》 2018年第1期33-35,共3页
关键词 AS Application of Grey Model in Managing Sharing bicycles
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The Renaissance of Materials
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作者 GE LIJUN 《ChinAfrica》 2026年第3期46-48,共3页
With the start of the new year,Wen Congxiang,managing director of Ningbo Nuoding,a company specialising in the recycling of end-of-life vehicles,has been constantly on the move.Much of his time is spent coordinating w... With the start of the new year,Wen Congxiang,managing director of Ningbo Nuoding,a company specialising in the recycling of end-of-life vehicles,has been constantly on the move.Much of his time is spent coordinating with vehicle collection firms,electric bicycle manufacturers and recycled materials distributors,as he works to build partnerships focused on the targeted collection and distribution of recycled products. 展开更多
关键词 bicycle manufacturers end life vehicles recycled products partnerships recycled materials collection distribution distributed products RECYCLING
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A comparative study of national electric bicycle standards in China and Malaysia
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作者 Wei Yilin Qin Lujuan Yang Mengying 《China Standardization》 2026年第2期57-61,共5页
China ranked first worldwide in the production and export of electric bicycles.As an emerging market for electric bicycles,Malaysia holds significant potential for trade collabor ation with China in this sector.This s... China ranked first worldwide in the production and export of electric bicycles.As an emerging market for electric bicycles,Malaysia holds significant potential for trade collabor ation with China in this sector.This study presents a compar ative analysis of the national electric bicycle standards in China and Malaysia,offering technical insights from a standardization perspective.These insights aim to support Chinese enterprises in strategically positioning their technologies in the Malaysian market.The findings reveal significant differences in technical parameters,safety requirements,and testing methods,highlighting the need for tailored product adapt ation. 展开更多
关键词 electric bicycle STANDARDS comparative study
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Lost Kingdom of Bicycles?
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作者 HUANG WEI 《Beijing Review》 2006年第7期2-,共1页
For most people born in the 1950s and '60s, the bicycle was a faithful companion of their youth, when China was known as a kingdom of bicycles. A bicycle ride was a favorite pastime during a colorful spring day or... For most people born in the 1950s and '60s, the bicycle was a faithful companion of their youth, when China was known as a kingdom of bicycles. A bicycle ride was a favorite pastime during a colorful spring day or in the 展开更多
关键词 In Lost Kingdom of bicycles
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Green Peddle Power in Beijing
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作者 LU JIAJUN 《China Today》 2025年第6期60-62,共3页
Two environmentalists using bamboo bicycles to promote green transportation.THE exhaust emissions generated by transporting the world’s population on a daily basis are one of the main sources of greenhouse gases.Vehi... Two environmentalists using bamboo bicycles to promote green transportation.THE exhaust emissions generated by transporting the world’s population on a daily basis are one of the main sources of greenhouse gases.Vehicles such as cars,subways,and motorcycles,all produce carbon emissions. 展开更多
关键词 greenhouse gases green transportation exhaust emissions carbon emissions greenhouse gasesvehicles bamboo bicycles green peddle power
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Effects of high-intensity intermittent cross-training on maximal oxygen uptake
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作者 Xin Liu Katsunori Tsuji +2 位作者 Yuzhong Xu Motoyuki Iemitsu Izumi Tabata 《Sports Medicine and Health Science》 2025年第3期185-189,共5页
We investigated the effects of high-intensity intermittent cross-training(HIICT)on maximal oxygen uptake(VO_(2)max).The HIICT consisted of alternating intermittent 20-s treadmill running(1^(st),3^(rd),5^(th),and 7^(th... We investigated the effects of high-intensity intermittent cross-training(HIICT)on maximal oxygen uptake(VO_(2)max).The HIICT consisted of alternating intermittent 20-s treadmill running(1^(st),3^(rd),5^(th),and 7^(th) bouts)and 20-s bicycle exercise(2^(nd),4^(th),and 6^(th) bouts)with a 10-s rest period.Each intensity for running and bicycling of the HIICT corresponded to an oxygen demand of~160% and~170%of the VO_(2)max,respectively.Fifteen healthy young males(aged[24±1]yrs)were randomly assigned to training(TG,n?8)and non-training control(CG,n?7)groups.The TG completed this HIICT daily 4 days/week for 6 weeks.Significant group×time interactions were observed for both the running and bicycling VO_(2)max(p<0.001 each).After the training,the VO_(2)max for both running([57.4±4.8]mL·kg^(-1)·min^(-1))and bicycling([50.6±3.7]mL·kg^(-1)·min^(-1))in the TG were significantly higher than those for running([50.1±3.1]mL·kg^(-1)·min^(-1))and bicycling([43.7±3.6]mL·kg^(-1)·min^(-1))in the CG,respectively(p<0.01 each).Post-hoc tests revealed a significant increase in VO_(2)max for running and bicycling in the TG after the HIICT(p<0.001 each)but no significant difference in the CG.These results demonstrated that the newly developed HIICT increases the VO_(2)max for both running and bicycling. 展开更多
关键词 Maximal oxygen uptake Bicycling Running CROSS-TRAINING High intensity
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Estimating Isochrone Map Uncertainty for an Individual Cycle Commuter at Okanagan College, Kelowna, British Columbia, and Its Impact on Available Housing Choice
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作者 Markus Heinrichs 《Journal of Transportation Technologies》 2025年第1期75-94,共20页
Identification of variables that influence differences between predicted and observed cycling times for one cyclist commuting to Okanagan College (OC) was performed using principal components analysis. These data were... Identification of variables that influence differences between predicted and observed cycling times for one cyclist commuting to Okanagan College (OC) was performed using principal components analysis. These data were used to create a personalized predictive time algorithm, which was subsequently applied in an isochrone map format centered on OC. A 29% difference in the area within the 20-minute commuting time was estimated, suggesting that potential residential location choices made with inaccurate isochrone maps are inaccurate. A comparison with an isochron cycling map for Trinity College Dublin was made to emphasise differences in the impact/implications of this type of map in the promotion of sustainable transportation for a post-secondary institution. It is determined that these maps may misinform new community members as to areas of residential location choice. 展开更多
关键词 Principal Components Analysis CARTOGRAPHY Residential Choice BICYCLE Campus Sustainability Planning
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SUMMARIES OF TOP NEWS STORIES
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《ChinAfrica》 2025年第6期8-10,共3页
CHINA.Bicycle Output.China’s bicycle production saw solid growth last year,increasing by 0.4 percent year on year to reach 99.54 million units,said Zheng Xiaoling,spokesperson for the China Bicycle Association.
关键词 China GROWTH bicycle production
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World's longest bicycle
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作者 白国成 《疯狂英语(新读写)》 2025年第1期52-53,77,78,共4页
Designed and built by eight Dutch engineers,the worlds longest bicycle is 55.16 meters,roughly the same length as four double-decker buses.39-year-old Ivan Schalk had been thinking about building the world's longe... Designed and built by eight Dutch engineers,the worlds longest bicycle is 55.16 meters,roughly the same length as four double-decker buses.39-year-old Ivan Schalk had been thinking about building the world's longest bicycle since reading about it in The Guinness Book of Records when he was a child,but he only started this project in 2018,as a way to fill up his free time. 展开更多
关键词 double decker buses Guinness Book Records guinness book records worlds longest bicycle Dutch engineers Ivan Schalk
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