Identifying primary public transit corridors using multi-source big transit data     

Tong Zhang  Yicong Li  Hui Yang  Chenrong Cui  Jing Li  Qinghua Qiao 《International journal of geographical information science》2020,34(6):1137-1161

ABSTRACT

Effective public transit planning needs to address realistic travel demands, which can be illustrated by corridors across major residential areas and activity centers. It is vital to identify public transit corridors that contain the most significant transit travel demand patterns. We propose a two-stage approach to discover primary public transit corridors at high spatio-temporal resolutions using massive real-world smart card and bus trajectory data, which manifest rich transit demand patterns over space and time. The first stage was to reconstruct chained trips for individual passengers using multi-source massive public transit data. In the second stage, a shared-flow clustering algorithm was developed to identify public transit corridors based on reconstructed individual transit trips. The proposed approach was evaluated using transit data collected in Shenzhen, China. Experimental results demonstrated that the proposed approach is a practical tool for extracting time-varying corridors for many potential applications, such as transit planning and management.  相似文献   

Pedestrian network generation based on crowdsourced tracking data     

Xue Yang  Chang Ren  Yang Chen  Zhong Xie  Qingquan Li 《International journal of geographical information science》2020,34(5):1051-1074

ABSTRACT

Pedestrian networks play an important role in various applications, such as pedestrian navigation services and mobility modeling. This paper presents a novel method to extract pedestrian networks from crowdsourced tracking data based on a two-layer framework. This framework includes a walking pattern classification layer and a pedestrian network generation layer. In the first layer, we propose a multi-scale fractal dimension (MFD) algorithm in order to recognize the two different types of walking patterns: walking with a clear destination (WCD) or walking without a clear destination (WOCD). In the second layer, we generate the pedestrian network by combining the pedestrian regions and pedestrian paths. The pedestrian regions are extracted based on a modified connected component analysis (CCA) algorithm from the WOCD traces. We generate the pedestrian paths using a kernel density estimation (KDE)-based point clustering algorithm from the WCD traces. The pedestrian network generation results using two actual crowdsourced datasets show that the proposed method has good performance in both geometrical correctness and topological correctness.  相似文献   

The relationship between significant wave height and Indian Ocean Dipole in the equatorial North Indian Ocean     

Chen Fu  Dongxiao Wang  Lei Yang  Yao Luo  Fenghua Zhou  Tilak Priyadarshana  Jinglong Yao 《Ocean Dynamics》2018,68(6):689-699

Based on reanalysis data, we find that the Indian Ocean Dipole (IOD) plays an important role in the variability of wave climate in the equatorial Northern Indian Ocean (NIO). Significant wave height (SWH) in the equatorial NIO, especially over the waters southeast to Sri Lanka, exhibits strong interannual variations. SWH anomalies in the waters southeast to Sri Lanka correlate well with dipole mode index (DMI) during both summer and autumn. Negative SWH anomalies occur over the oceanic area southeast to Sri Lanka during positive IOD events and vary with different types of IOD. During positive prolonged (unseasonable) IOD, the SWH anomalies are the strongest in autumn (summer); while during positive normal IOD, the SWH anomalies are weak in both summer and autumn. Strong easterly wind anomalies over the southeast oceanic area of Sri Lanka during positive IOD events weaken the original equatorial westerly wind stress, which leads to the decrease in wind-sea waves. The longer wave period during positive IOD events further confirms less wind-sea waves. The SWH anomaly pattern during negative IOD events is nearly opposite to that during positive IOD events.  相似文献   

A simplified method for analyzing the fundamental frequency of monopile supported offshore wind turbine system design     

Chunbao Yang  Rui Wang  Jianmin Zhang 《地震工程与工程振动(英文版)》2018,17(4):893-901

Preliminary design of offshore wind turbines requires high precision simplified methods for the analysis of the system fundamental frequency. Based on the Rayleigh method and Lagrange's Equation, this study establishes a simple formula for the analysis of system fundamental frequency in the preliminary design of an offshore wind turbine with a monopile foundation. This method takes into consideration the variation of cross-section geometry of the wind turbine tower along its length, with the inertia moment and distributed mass both changing with diameter. Also the rotational flexibility of the monopile foundation is mainly considered. The rigid pile and elastic middle long pile are calculated separately. The method is validated against both FEM analysis cases and field measurements, showing good agreement. The method is then used in a parametric study, showing that the tower length Lt, tower base diameter d0, tower wall thickness δt, pile diameter db and pile length Lb are the major factors influencing the fundamental frequency of the offshore wind turbine system. In the design of offshore wind turbine systems, these five parameters should be adjusted comprehensively. The seabed soil condition also needs to be carefully considered for soft clay and loose sand.  相似文献   

湖南鲁塘煤系石墨矿区构造格局及控矿机制     

王路  彭扬文  曹代勇  丁正云  莫佳峰 《煤田地质与勘探》2020,48(1):48-54

湖南鲁塘矿区为我国著名的煤系石墨矿区，煤系石墨的形成受岩浆热作用和构造作用的双重控制，其成矿和赋存都与构造格局密切相关。为深入研究构造作用对煤系石墨成矿的影响，通过野外地质调查和光学显微镜下观察、X射线衍射和拉曼光谱等测试分析方法，分析研究区构造特征和煤系石墨特征。研究结果表明，受区域构造活动的影响，鲁塘矿区构造格局呈现出分区分带性特征，东西方向可划分为东部、中部和西部3个条带；南北方向可划分为北部、中部和南部3个分区。自西向东，随着与岩体距离逐渐减小，煤层受岩浆热作用的影响逐渐增大，煤的石墨化程度也逐渐增高。由南向北，构造变形强度逐渐增强，导致北部分区形成以封闭式高温-高压的成矿环境为主，同时，应力作用促进了煤的石墨化，导致煤的石墨化程度较高；中部分区内构造情况复杂，形成不同温度压力条件的成矿环境，煤的石墨化程度差异性明显；南部分区构造情况简单，主要构成开放式环境，煤的石墨化程度较低，仅在近岩体附近可形成煤系半石墨。研究成果为煤系石墨资源勘探提供了有力依据。   相似文献   

福建大田—漳平地区构造-热对煤系石墨成矿及赋存的控制探讨     

丁正云  王路  曾欢  李阳  陈泉霖  邓瑞锦  程乔  林晓炎  曹代勇 《煤田地质与勘探》2020,48(1):55-61

福建省大田—漳平地区位于东部滨太平洋构造带上，不同时期的岩浆热液作用和复杂多变的构造形变格局，为该地区形成丰富的石墨矿床提供了良好的成矿条件。为了查明大田—漳平地区煤系石墨的成矿控制因素及分布规律，通过工业分析、元素分析、X射线衍射和激光拉曼光谱等实验，对不同矿区不同变质程度的煤和煤成石墨的化学组成及微观结构特征等煤成石墨化特征进行了研究，并将不同变形特征的样品划分为煤成石墨、煤成半石墨和石墨化无烟煤三大类。研究表明:煤的变形特征与煤成石墨的演化类型基本一致，且韧性变形样品的石墨化程度最高，说明构造应力作用能促进煤的石墨化作用；煤成石墨的分布受到岩浆-构造活动的控制，石墨矿床多产出于岩浆岩侵入体外接触带或附近断裂带的有利围岩地层中，且大田—漳平地区煤系石墨矿具有明显的成区、成带分布特点，煤成石墨成矿区主要集中在闽西南坳陷南部的漳平一带；而北部大田一带分布的矿区矿体石墨化程度较漳平一带低，多为煤成半石墨或石墨化无烟煤，研究结果可为该地区煤系石墨矿产综合勘探开发利用提供有利依据。   相似文献   

扎鲁特地区无烟煤分子结构特征和模型构建     

张帅  马汝嘉  刘路  张浩  刘钦甫 《煤田地质与勘探》2020,48(1):62-69

为了构建内蒙古扎鲁特地区无烟煤的分子结构模型，采用工业分析、元素分析、核磁共振碳谱、高分辨率透射电镜和X射线光电子能谱等测试方法对该地区无烟煤的分子结构进行研究。结果表明无烟煤分子结构中以芳香碳为主，脂肪碳以短烷基侧链和环烷烃为主。煤分子结构中氧原子主要以酚羟基和醚氧基的形式存在，氮原子主要以吡咯型氮和吡啶型氮的形式存在，硫原子主要的赋存形态是硫醇硫酚。结合由核磁共振碳谱测得的煤结构参数和由高分辨率透射电镜测得的芳香环尺寸和含量，构建了无烟煤大分子平均结构模型。对构建的模型进行了结构优化与能量分析，发现煤分子结构的芳香片层趋于平行排列，非键结势能中的范德华力是保持煤结构稳定的主要因素。本研究为采用分子动力学模拟从分子尺度研究扎鲁特地区无烟煤在石墨化过程中，其芳香碳层的拼叠过程及其反应路径提供了模型基础。   相似文献   

内蒙古狼山地区早二叠世花岗闪长岩的年代学、地球化学特征及其构造背景     

田健  滕学建  刘洋  滕飞  郭硕  何鹏  王文龙 《中国地质》2020,47(3):767-781

内蒙古狼山山脉西侧分布有大面积的晚古生代岩浆岩,其时代集中在早石炭世—晚二叠世,不同时代岩浆岩岩石组合对于认识狼山地区晚古生代构造背景具有重要的意义。文章通过岩石学、岩相学、地球化学及Hf同位素等方法,对狼山地区查干乃呼都格一带花岗闪长岩体进行了研究。该岩体岩性为花岗闪长岩,LA-ICP-MS锆石U-Pb年龄显示,其206Pb/238U加权平均年龄为(299±1)～(293±2) Ma。岩石暗色矿物为角闪石及黑云母,富含闪长质包体,P_2O_5含量与SiO_2含量之间显示良好的负相关性,富钠(Na_2O含量为3.45%～4.96%),高钠钾比值(Na_2O/K_2O比值为1.33～2.52),岩石地球化学特征显示花岗岩成因类型为Ⅰ型花岗岩。岩石具有负的ε_(Hf)(t)值(-6.3～-2.0)及T_(DM2)为1437～1704 Ma(平均值为1606 Ma),显示了古—中元古代古老地壳熔融的特点,ε_(Hf)(t)-t及角闪石成因图解显示源区有幔源岩浆参与。花岗岩富集大离子亲石元素Rb、K、Pb,不同程度的亏损高场强元素Nb、Ta、P、Ti,轻稀土富集,重稀土亏损,弱的负Eu异常,显示了岩浆弧的地球化学特征。结合晚石炭世—早二叠世狼山地区侵入岩岩石组合为闪长岩+石英闪长岩+花岗闪长岩(英云闪长岩),早—中二叠世大石寨组火山岩岩石组合为玄武岩+玄武安山岩+安山岩+英安岩,总体反映了陆缘弧的岩石组合;狼山地区早二叠世处于大陆边缘弧的构造背景,与华北地块北缘中东部可以对比。  相似文献   

四川米易海塔地区混合岩型铀矿流体包裹体特征     

郭锐  陈友良  刘凯鹏  郑玉文  胡漾 《矿物学报》2020,40(2):137-148

混合岩型铀矿是康滇地轴上最有希望取得找矿突破的铀矿类型,海塔地区的铀矿化即是该类型铀矿的典型代表。本文针对区内的长英质脉矿石、富晶质铀矿石英脉矿石和含矿热液石英脉中的石英流体包裹体进行了研究。结果表明,海塔地区混合岩型铀矿的成矿作用可分为2个阶段:早期混合岩化热液成矿阶段为高温、中低盐度流体,流体包裹体均一温度集中在380~540℃,盐度变化范围为16.15%~23.18%NaCl eqv,是区内铀成矿的主要阶段;晚期热液叠加改造成矿阶段为中低温、低盐度流体,流体包裹体均一温度集中在140~220℃,盐度变化范围为5.56%~23.18%NaCleqv,是区内富铀矿的形成阶段。流体包裹体的气相成分测试表明,长英质脉矿石石英包裹体中以CH4、CO2为主,其次为H2O和N2;而富晶质铀矿石英脉及含矿热液石英脉石英包裹体中以H2为主,部分含有CO2、CH4、H2O。氢、氧同位素研究表明,早期混合岩化成矿阶段的成矿流体可能为岩浆水与变质水的混合,而晚期热液叠加改造成矿阶段成矿流体中可能有大气降水的加入。  相似文献   

典型矿业城市建筑物抗震安全性能调查与分析——以铜陵市为例     

谢瑞杰  管斌  樊冬  徐强  洪阳  汪树理 《华北地震科学》2020,38(1):78-84

针对矿业城市长期矿产资源的开发,产生的一系列矿山地质环境问题,严重影响城市建筑物抗震性能的情况。以铜陵市为例,通过对铜陵市建筑物抗震性能开展全面普查,掌握建筑物抗震基本情况,研究了矿业城市滑坡、崩塌、泥石流、采空塌陷、岩溶塌陷等典型地质灾害对建筑物抗震性能的具体影响,提出加大棚户区改造、开展土地利用防灾适宜性评价、建立地质灾害监控体系等对策建议,对提高矿业城市抗震设防工作有实际意义。  相似文献