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考虑交通事件影响的高速公路短时行程时间预测
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作者 潘杰 石京 《交通工程》 2024年第8期45-53,74,共10页
本研究目的是基于历史行程数据并考虑交通事件,构建可提高高速公路短时行程时间预测精度的方法。基于深层机器学习理论,设计加权均方根相似(Weighted-RMSS)模型,利用经纬度将行程分段,考虑高速公路车辆时空流动性的时间传递,计算当前行... 本研究目的是基于历史行程数据并考虑交通事件,构建可提高高速公路短时行程时间预测精度的方法。基于深层机器学习理论,设计加权均方根相似(Weighted-RMSS)模型,利用经纬度将行程分段,考虑高速公路车辆时空流动性的时间传递,计算当前行程时间和历史案例行程时间的相似性,提高了行程时间预测精确度。在此基础上,结合交通事件数据建立交通事件影响矩阵,建立LGBM模型(Light Gradient Boosting Machine)用于短时行程时间预测,并利用广州高速公路平沙至机场南路段实测数据进行验证。研究结果表明,开发2个模型效果均优于传统KNN模型,且考虑了交通事件影响的LGBM模型的预测精度高于Weighted-RMSS模型,达到95.68%,比较不同未来预测时间得出预测5 min效果最佳,精度可达96.18%。本研究在短时行程时间预测上有显著的优越性,有助于为驾驶人提供准确的出行时间,有利于高速公路的交通管理。 展开更多
关键词 高速公路 行程时间预测 时空流动性 加权均方根相似模型 交通事件影响 LGBM模型
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王维山水诗中的电影描绘
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作者 托马斯.扬顿.露克 陈剑晖 《韩山师专学报》 1992年第2期42-46,共5页
本文试图从电影配景和着色方面论述王维山水诗所具有的时空立体感和类似电影描绘的流动性和连续性特点,以期探索文学和艺术比较的规律。
关键词 比较文学 特写镜头 视觉连续性 时空流动性 电影描绘
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A novel 3-D spatial temporal channel model for high mobility HAPS-based communications scenario
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作者 杨明川 Jiang Yicheng +1 位作者 Guo Qing Li Hanqing 《High Technology Letters》 EI CAS 2009年第4期356-362,共7页
A high altitude platform station (HAPS) based communications scenario for providing Intemet access and broadband multimedia services to the passengers on board of a high speed train (traveling up to 300km/h) is pr... A high altitude platform station (HAPS) based communications scenario for providing Intemet access and broadband multimedia services to the passengers on board of a high speed train (traveling up to 300km/h) is proposed. Regarding the addressed scenario, when the propagation link between HAPS and train is blocked by obstacles, a three-dimensional (3-D) geometrical single cylinder spatial-temporal channel model is presented, in which closed form, mathematically tractable space-time correlation functions are obtained. It shows that the correlation functions determined by the 3-D model are of significant difference with those of the conventional 2-D model. Based on the analysis model, the paper derives a realized simulation model using sum-of-sinusoids approach, and applies method of equal areas (MEA) and modified method of equal areas (MMEA) to determine the model parameters. The fitting performance of the simulation model with the analysis one is evaluated by two means-square error (MSE) performance criteria. Finally, numerical simulation results verify the mathematical analysis conclusion, when N ≥21, simulation model has an excellent fitness with the analysis one. 展开更多
关键词 high mobility high altitude platform station (HAPS) channel characteristic propagation scattering theory spatial temporal channel model angle of arrival
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Spatio-temporal variability of periphytic protozoa related to environment in the Niyang River,Tibet,China 被引量:1
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作者 刘海平 叶少文 +6 位作者 杨学峰 郭传波 张惠娟 范丽卿 张良松 Sovan Lek 李钟杰 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2017年第3期489-500,共12页
The Niyang River, a main tributary of the Yarlung Zangbo River, is an important and typical plateau fiver ecosystem in Tibet, China. At present, few studies have focused on its aquatic living resources and fiver ecolo... The Niyang River, a main tributary of the Yarlung Zangbo River, is an important and typical plateau fiver ecosystem in Tibet, China. At present, few studies have focused on its aquatic living resources and fiver ecology. In this study, the composition, abundance, and diversity of periphytic protozoa were investigated across four seasons from 2008 to 2009 to better understand their spatio-temporal patterns and relationship to the environment. Our investigation shows that periphytic protozoa in the Niyang River contained 15 genera, belonged to Tubulinea, Alveolata, Discosea and Rhizaria, Alveolata possessed most genera, up to nine, with highest share in abundance, exceeding 50%, Difflugia and Glaucoma were dominant genera. Moreover, four diversity indices of periphytic protozoa, including species richness, total abundance, Shannon-Wiener diversity index and Pielou's evenness index, displayed a significant descending trend as the seasons continued, in the order of winter, spring, summer and autumn; with a significant difference existing between winter and summer (or autumn) for Shannon-Wiener diversity index and species richness (P〈0.05). Four of these diversity indices also presented a V-shaped pattern between the upper middle course of the Niyang River and the confluence of the Niyang River and Yarlung Zangbo River, with the lowest value occurred in the middle course of the Niyang River. However, no significant variation was found through the Niyang River (P〉0.05). In addition, canonical correlation analysis (CCA) shows that the densities of Difflugia, Glaucomais, Enchelydium, Cyphoderia, and Enchelys correlate with water temperature, alkalinity, hardness, pH, and dissolved oxygen, respectively. Lastly, the relationship between periphytic protozoa diversity and the environmental factors of the Niyang River can be predicted using classification and regression trees (CART) annalysis, which suggests that the total abundance and Shannon-Wiener diversity index would be higher when the elevation is above 3 308 m. On the other hand, the Shannon-Wiener diversity index and Pielou's evenness index would be lower when pH and ammoniacal nitrogen have lower or higher values. Finally yet importantly, close attention should be paid to periphytic protozoa and its environment to ensure sustainable development of the Niyang River ecosystem. 展开更多
关键词 Tibetan Plateau Niyang River periphytic protozoa ENVIRONMENT spatio-temporal dynamic
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时空视域下主流媒体传播体系融合研究
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作者 曹雨 《中国报业》 2023年第18期134-135,共2页
技术进步改变了媒介传播方式,而媒介在传播过程中又建构着时空关系。媒介传播时空的流动变化加速传播生态的改变。面对时空的流动,主流新闻媒体要基于专业、情感和人性角度重构传播体系,加速媒介融合,进而在时空流动中提升传播的权威性... 技术进步改变了媒介传播方式,而媒介在传播过程中又建构着时空关系。媒介传播时空的流动变化加速传播生态的改变。面对时空的流动,主流新闻媒体要基于专业、情感和人性角度重构传播体系,加速媒介融合,进而在时空流动中提升传播的权威性与效能。 展开更多
关键词 时空流动性 主流新闻媒体 媒介融合
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《周年纪念日》中“寻乡情结”的主题构建
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作者 王强 《贵州社会科学》 CSSCI 北大核心 2018年第8期41-50,共10页
德国作家乌韦·约翰逊的长篇小说《周年纪念日》以"寻乡"为主线,建构出独特的"寻乡历程",从而超越了一般"寻乡"主题所能容纳的精神内涵。时空的交融流转使"寻乡"姿态更加立体,亦使意识变... 德国作家乌韦·约翰逊的长篇小说《周年纪念日》以"寻乡"为主线,建构出独特的"寻乡历程",从而超越了一般"寻乡"主题所能容纳的精神内涵。时空的交融流转使"寻乡"姿态更加立体,亦使意识变换更为流畅,情感流露愈发自然。女主人公格西内决然回避现实,并在糅合了时间与空间、有形与无形的永恒历程中重拾"自我之关注",最终建构出独有的身份认同与生命意义。小说借助纯粹"个体"的心灵"寻乡"体验,以个性化讲述赋予"寻乡"完整深刻的内涵。 展开更多
关键词 心灵体验 时空流动性 寻乡情结 叙事结构
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