Mapping hourly dynamics of urban population using trajectories reconstructed from mobile phone records   总被引：2，自引：0，他引：2       下载免费PDF全文

Zhang Liu  Ting Ma  Yunyan Du  Tao Pei  Jiawei Yi  Hui Peng 《Transactions in GIS》2018,22(2):494-513

Understanding the spatiotemporal dynamics of urban population is crucial for addressing a wide range of urban planning and management issues. Aggregated geospatial big data have been widely used to quantitatively estimate population distribution at fine spatial scales over a given time period. However, it is still a challenge to estimate population density at a fine temporal resolution over a large geographical space, mainly due to the temporal asynchrony of population movement and the challenges to acquiring a complete individual movement record. In this article, we propose a method to estimate hourly population density by examining the time‐series individual trajectories, which were reconstructed from call detail records using BP neural networks. We first used BP neural networks to predict the positions of mobile phone users at an hourly interval and then estimated the hourly population density using log‐linear regression at the cell tower level. The estimated population density is linearly correlated with population census data at the sub‐district level. Trajectory clustering results show five distinct diurnal dynamic patterns of population movement in the study area, revealing spatially explicit characteristics of the diurnal commuting flows, though the driving forces of the flows need further investigation.  相似文献   

新疆阿克陶县乌孜别里地区流纹岩的形成时代及成因分析     

李沛  王核  普强  丘增旺  闫庆贺  董瑞  张晓宇 《地球化学》2021,50(6):562-578

西昆仑乌孜别里山口南侧一带火山岩地层的时代归属一直存有争议.该套地层虽普遍发育以流纹岩为主的火山岩系,但尚未有人对其开展系统的年代学与地球化学研究.本次研究对该套地层中的流纹岩进行元素地球化学、锆石U-Pb定年及Hf同位素的研究.流纹岩激光剥蚀电感耦合等离子体质谱(LA-ICP-MS)锆石U-Pb年龄为(521.0±2.8)Ma,表明其形成于早寒武世.流纹岩具有高硅富碱的特点,为过铝质、高钾钙碱性系列,岩石明显富集大离子亲石元素(Rb、K)、轻稀土元素和不相容元素U,相对亏损重稀土元素、高场强元素(P、Ti),具有中等Eu负异常,流纹岩具有高分异S型花岗岩的特征.锆石Hf同位素初始比值 εHf(t)变化范围在?0.9～4.1之间,主要为正值,两阶段Hf模式年龄(tDM2)介于1533～1229 Ma之间,显示乌孜别里地区流纹岩为中元古代新生地壳物质重熔形成的岩浆,经较高程度的分异演化而成.结合前人研究成果,推断研究区流纹岩形成于原特提斯洋俯冲背景下岩浆弧构造环境.  相似文献   

西藏当雄九子拉地区石炭系诺错组中震积岩的发现及意义     

白培荣  马德胜  熊兴国  曾禹人 《地层学杂志》2021,45(1):49-57

西藏当雄九子拉地区石炭系诺错组地层序列中,首次发现了一套非正常沉积的粉砂岩和灰岩的组合.岩系中可识别出非正常的沉积构造,即微同沉积断裂、火焰状构造、同生变形构造及振动液化泄水构造等,这一软沉积变形构造具震积岩的识别标志特征,代表灾变事件震积的地质记录.在剖面结构上大致显示为7个单元的震积序列,自下而上由下伏弱震层(A)—液化脉(B)—震褶岩(C)—震裂岩(D)—阶梯状微断层(E)—火焰状构造(F)—上覆未震层(G)的渐变过程及震积作用逐渐减弱的趋势呈不同形式的组合出现,有ABG、ACDG、AEG、ABCG和ABFG等组合.本研究分析认为晚古生代诺错组早期存在一个强烈的构造活动时期,结合震积岩的分布及区域地质背景研究表明,九子拉北侧一带可能为近东西向同生断裂带,该断裂带的强烈构造活动是本区诺错组震积作用的直接诱发因素.从而佐证了九子拉地区正处于构造转换阶段.本研究对分析晚古生代的构造演化、沉积盆地类型奠定了基础,同时保存完好的震积事件地层记录对推断古断裂、古环境也具有较大意义.  相似文献   

四川盆地喜马拉雅期张扭性断裂构造特征及形成机制          下载免费PDF全文

苏楠  杨威  苑保国  戴鑫  王小丹  武赛军  马石玉  谢武仁  张光武  裴仰文 《地球科学》2021,46(7):2362-2378

前人对四川盆地盆缘冲断带及川中高-磨地区断裂系统进行了系统性研究,但对于盆地其他区块断裂发育特征、形成演化及应力背景的认识尚不充分.发现了梓潼-成都-威远-华蓥山-广安地区震旦系-下三叠统地层中发育的一套区域性张扭性断裂,主要自震旦系及以下地层向上延伸切穿二叠系地层,多为高陡、小断距正断层,部分形成负花状构造.根据该断裂系统的剖面产状、纵向穿层特征及盆地范围内体现出的分异性,推断该断裂系统形成于喜马拉雅期.物理模拟实验研究发现该断裂体系应发育于扭张性应力环境中,该断裂体系的发育指示了四川盆地内部新生代存在南西-北东向张应力,可能与四川盆地新生代发生的逆时针旋转有关.   相似文献   

珠江口盆地珠一坳陷古近系“源-汇”系统分类及石油地质意义          下载免费PDF全文

杜家元  张向涛  刘培  罗明  张琴  姚佳利  王绪诚  梁杰 《地球科学》2021,46(10):3690-3706

珠一坳陷深层古近系两套优质生烃层系内发育的储层具有近源成藏的优势,但其非均质性强、低孔渗的特点制约了油气勘探,研究与此直接相关的“源-汇”系统,对于寻找富烃优储耦合的有利区意义重大.以构造运动和盆山地貌为基础,结合断陷湖盆以半地堑为基本单元的结构特点,划分了盆地级、半地堑级和区带级的三级“源-汇”系统.盆地级分为外源、内源型两类,可用来宏观分析优质烃源岩分布;半地堑级分为陡坡、缓坡和长轴型3类,对于定性评价储层优劣具有较大意义;区带级分为迁移型、转换型、稳定型3类,为有利区目标评价和井点选择提供参考.研究认为迁移型和转换型“源-汇”系统可形成良好的生储盖配置,是最为有利的油气富集区,应作为古近系重点勘探对象.   相似文献   

珠一坳陷始新世文昌组沉积期构造转换对源‒汇体系的控制     

林鹤鸣  刘培  汪旭东  贾培蒙  李振升  高翔  阙晓铭 《大地构造与成矿学》2021,45(1):188-200

珠江口盆地珠一坳陷在中始新世裂陷期文昌组沉积早、晚期之间存在明显的构造转换,该构造事件对古近系源-汇体系的形成和演变有重大影响。基于研究区地震、钻井、测井等资料的综合分析,本文认为构造转换控制了裂陷期源-汇体系的盆山地貌、物源供给、搬运方向及沉积样式等基本要素,并影响深层古近系储层条件。而且在构造转换的制约下,研究区发育物源迁移型和断裂转换型两种源-汇模式,前者的主物源在构造转换影响下发生变化,沉积边界、可容空间及沉积样式也随之改变,形成叠合连片的有利储集区;后者物源供给、搬运、堆积等在时空上发生有序变化,形成扇-洲-滩共存的复合沉积体系,储层条件分带性较强。因此,探讨构造转换控制下的源-汇体系特征及控砂模式,对寻找古近系优质储层有重要经济价值。  相似文献   

The Extra-Area Effect in 71 Cloud Seeding Operations during Winters of 2008–14 over Jiangxi Province,East China     

Weijian WANG  Zhanyu YAO  Jianping GUO  Chao TAN  Shuo JIA  Wenhui ZHAO  Pei ZHANG  Liangshu GAO 《Journal of Meteorological Research》2019,(3):528-539

Effects of weather modification operations on precipitation in target areas have been widely reported, but little is specifically known about the downwind (extra-area) effects in China. We estimated the extra-area effect of an operational winter (November-February) aircraft cloud-seeding project in northern Jiangxi Province in eastern China by using a revised historical target/control regression analysis method based on the precipitation data in winter. The results showed that the overall seasonal average rainfall at the downwind stations increased by 21.67%(p=0.0013). This enhancement effect was detected as far as 120 km away from the target area. Physical testing was used to compare the cloud characteristics before and after seeding on 29 November 2014. A posteriori analysis with respect to the characteristics of cloud units derived from operational weather radar data in Jiangxi was performed by tracking cloud units. Radar features in the target unit were enhanced relative to the control unit for more than two hours after the operational cloud seeding, which is indicative of the extra-area seeding effect. The findings could be used to help relieve water shortages in China.  相似文献   

吸湿性播撒对暖性对流云减雨影响的数值模拟          下载免费PDF全文

刘佩  银燕  陈倩  楼小凤 《应用气象学报》2019,30(2):211-222

利用以色列特拉维夫大学二维面对称分档云模式（two-dimensional slab-symmetric detailed spectral bin microphysical model of Tel Aviv University）,对2016年9月4日16:00（北京时）前后我国华东地区的一次暖性浅对流云降水过程进行模拟,模式模拟的强回波中心高度和最大回波强度范围与观测基本一致。并在此基础上进行了小于1 μm的吸湿性核的播撒减雨试验,分别考虑了不同播撒时间、不同播撒高度以及不同播撒剂量的敏感性测试。结果表明:在云的发展阶段早期播撒能起到更好的减雨效果,播撒时间越早对大粒子生长过程的抑制作用越强,随着播撒时间向后推移,受抑制作用最显著的粒径段向小粒径端偏移;在云中心过饱和度大的区域下方进行播撒,减雨效果更加明显,当播撒剂量为350 cm-3时,地面累积降水量减少率可达23.3%;另外,随着播撒剂量的增加,减雨效果更加显著,甚至能达到消雨的效果。因此,在暖性浅对流云中合理地播撒小于1 μm的吸湿性核能达到较好的减雨或消雨效果。  相似文献   

Characterising deep vadose zone water movement and solute transport under typical irrigated cropland in the North China Plain          下载免费PDF全文

Leilei Min  Yanjun Shen  Hongwei Pei  Bingdan Jing 《水文研究》2017,31(7):1498-1509

Understanding the dynamics and mechanisms of soil water movement and solute transport is essential for accurately estimating recharge rates and evaluating the impacts of agricultural activities on groundwater resources. In a thick vadose zone (0–15 m) under irrigated cropland in the piedmont region of the North China Plain, soil water content, matric potential, and solute concentrations were measured. Based on these data, the dynamics of soil water and solutes were analysed to investigate the mechanisms of soil water and solute transport. The study showed that the 0–15‐m vadose zone can be divided into three layers: an infiltration and evaporation layer (0–2 m), an unsteady infiltration layer (2–6 m), and a quasi‐steady infiltration layer (6–15 m). The chloride, nitrate, and sulphate concentrations all showed greater variations in the upper soil layer (0–1 m) compared to values in the deep vadose zone (below 2 m). The average concentrations of these three anions in the deep vadose zone varied insignificantly with depth and approached values of 125, 242, and 116 mg/L. The accumulated chloride, sulphate, and nitrate were 2,179 ± 113, 1,760 ± 383, and 4,074 ± 421 kg/ha, respectively. The soil water potential and solute concentrations indicated that uniform flow and preferential flow both occurred in the deep vadose zone, and uniform flow was the dominant mechanism of soil water movement in this study. The piston‐like flow velocity of solute transport was 1.14 m per year, and the average value of calculated leached nitrate nitrogen was 107 kg/ha?year below the root zone. The results can be used to better understand recharge processes and improve groundwater resources management.  相似文献   

内蒙古白银都西群变质火山岩的钕、锶同位素研究   总被引：4，自引：1，他引：4  

聂凤军  裴荣富  吴良士  A.Bjφrlykke 《地质论评》1994,40(5):476-481

白银都西群主要由斜长角闪岩、变粒岩、长英片岩和条带状混合岩组成,是白银都西-白乃庙地体的重要组成部分,主要分布在内蒙古白乃庙铜(金)矿床东北白银都西一带。长期以来,由于缺乏可信的同位素年龄数据,该套岩层的归属,构造性质和形成机理尚不清楚。笔者首次对白银都西群斜长角闪岩的Nd和Sr同位素组成进行了测定,所获Sm-Nd同位素等时年龄为1394±46Ma(23),Nd初始比值为0.511 243±8(23)和εNd(T)=+7.9±2.1(23)。~(87)Sr/~(86)Sr和~(87)Rb/~(86)Sr比值分别为0.705 79—0.709 12和0.17—0.34,两者之间不存在任何相关关系。结合野外地质证据和岩相学特征,我们认为:白银都西群基性火山活动发生在中元古代,成岩物质来自亏损地幔源,成岩以后构造变动和变质热液活动致使Rb-Sr同位素体系受到严重干扰破坏。  相似文献