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91.
出租车轨迹数据挖掘进展   总被引:1,自引:0,他引:1  
吴华意  黄蕊  游兰  向隆刚 《测绘学报》2019,48(11):1341-1356
大数据、物联网与精密定位技术的发展推动了城市感知的进步。随着社会活动的与日俱增,出租车轨迹数据不仅记录了出租车的行车轨迹,还蕴藏着道路交通状态、城市居民出行规律、城市结构及其他社会问题。通过各种数据分析与挖掘手段对出租车轨迹数据进行深入探究,对于智能交通、城市规划等有着重要意义。本文综述了近十年国内外基于出租车轨迹大数据的相关研究,按照空间统计方法、时间序列方法、图论与网络方法及机器学习方法等4类,详细阐述各类方法的研究现状。随后,本文分析了现有研究的应用领域、热点主题和发展趋势。最后,本文指出了出租车轨迹数据挖掘研究领域面临的挑战和未来研究方向。  相似文献   
92.
It is generally believed a variation of 3He/4He isotopic ratios in the mantle is due to only the decay of U and Th,which produces4 He as well as heat.Here we show that not only3He/4He isotopic ratios but also helium contents can be fractionated by thermal diffusion in the lower mantle.The driving force for that fractionation is the adiabatic or convective temperature gradient,which always produces elemental and isotopic fractionation along temperature gradient by thermal diffusion with higher light/heavy isotopic ratio in the hot end.Our theoretical model and calculations indicate that the lower mantle is helium stratified,caused by thermal diffusion due to*400℃temperature contrast across the lower mantle.The highest3He/4He isotopic ratios and lowest He contents are in the lowermost mantle,which is a consequence of thermaldiffusion fractionation rather than the lower mantle is a primordial and undegassed reservoir.Therefore,oceanicisland basalts derived from the deepest lower mantle with high3He/4He isotopic ratios and less He contents—the long-standing helium paradox,is solved by our model.Because vigorous convection in the upper mantle had resulted in disordered or disorganized thermal-diffusion effects in He,Mid-ocean ridge basalts unaffected by mantle plume have a relatively homogenous and lower!3He/4He isotopic compositions.Our model also predicts that 3He/4He isotopic ratios in the deepest lower mantle of early Earth could be even higher than that of Jupiter,the initial He isotopic ratio in our solar system,because the temperature contrast across the lower mantle in the early Earth is the largest and less4 He had been produced by the decay of U and Th.Moreover,the early helium-stratified lower mantle owned the lowest He contents due to over-degassing caused by the largest temperature contrast.Consequently,succeeding evolution of the lower mantle is a He ingassed process due to secular cooling of the deepest mantle.This explains why significant amount of He produced by the decay of U and Th in the lower mantle were not released,another long-standing heat–helium paradox.  相似文献   
93.
The loess landform in the Loess Plateau of China is with typical dual structure, namely, the upper smooth positive terrain and the lower cliffy negative terrain (P–N terrain for short). Obvious differences in their morphological feature, geomorphological mechanism, and hydrological process could be found in the both areas. Based on the differences, a flow‐routing algorithm that separately addresses the dual‐structure terrain would be necessary to encompass this spatial variation in their hydrological behaviour. This paper proposes a mixed flow‐routing algorithm to address aforementioned problems. First, the loess landform surface is divided into P–N terrains based on digital elevation models. Then, specific catchment area is calculated with the new algorithm to simulate the water flows in both positive and negative terrain areas. The mixed algorithm consists of the multiple flow‐routing algorithm (multiple‐flow direction) for positive areas and the D8 algorithm for negative areas, respectively. The approach is validated in two typical geomorphologic areas with low hills and dense gullies in the northern Shaanxi Loess Plateau. Four indices are used to examine the results, which show that the new algorithm is more suitable for loess terrain in simulating the spatial distribution of water accumulation, as well as in modeling the flow characteristics of the true surface by considering the morphological structures of the terrain. Copyright © 2013 John Wiley & Sons, Ltd.  相似文献   
94.
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   
95.
金岭杂岩体由细粒黑云角闪闪长岩、中细粒黑云角闪闪长岩、中细粒黑云角闪二长闪长岩和细粒角闪二长闪长岩组成,是鲁西地区典型矽卡岩型富铁矿(金岭铁矿)控矿岩体。本次研究对细粒黑云角闪闪长岩和细粒角闪二长闪长岩进行了锆石LA‐ICP‐MS U‐Pb定年,其结果分别为129.2±3.2 Ma和132.8±1.2 Ma,表明该杂岩体的侵位时代为早白垩世。样品SiO2、K2O和Na2O含量分别介于54.17%~63.73%、1.92%~4.76%和3.10%~5.41%之间,K2O/Na2O为0.58~0.94,A/CNK为0.60~0.93,具有轻稀土富集,重稀土亏损的右倾型稀土配分模式,轻、重稀土分馏程度中等((La/Yb)N=9.94~23.49),Eu异常不明显(δEu=0.84~1.10),具中—弱负Ce异常(δCe=0.56~0.92)。样品以富集大离子亲石元素(Ba、K、U、Pb等)、亏损高场强元素(Nb、Ta、Ti)以及高Sr/Y为特征。金岭杂岩体为燕山晚期岩浆活动产物,属准铝质高钾钙碱性系列,岩浆主要来源于富集岩石圈地幔的部分熔融,并在岩浆上升侵位的过程中有地壳物质的同化混染。燕山晚期华北克拉通在古太平洋板块俯冲后后撤引起的板内伸展环境下,增厚陆壳减薄阶段,岩浆上侵就位形成金岭杂岩体。  相似文献   
96.
Zhu  Qian  Luo  Yulin  Zhou  Dongyang  Xu  Yue-Ping  Wang  Guoqing  Tian  Ye 《Natural Hazards》2021,105(2):2161-2185
Natural Hazards - Droughts have caused many damages in many countries and might be aggravated around the world. Therefore, it is urgent to predict and monitor drought accurately. Soil moisture and...  相似文献   
97.
银沙银矿(Silver Sand silver deposit)是玻利维亚锡矿带内新探明的一个超大型中硫型浅成低温热液银矿床,已探明银金属资源量约1万t,平均银品位约120 g/t,并伴有少量铅、锌、铟、镓。银矿化与中新世中酸性侵入岩和次火山岩有关。矿体赋存于白垩系蚀变褪色石英砂岩中的密集构造裂隙带内。成矿作用可以划分为原生硫化物成矿期和表生氧化期,原生硫化物成矿期大致可分为3个矿化蚀变阶段,矿化蚀变阶段Ⅰ为大面积绢云母化褪色蚀变及玻利维亚型层状(manto)锡矿化、矿化蚀变阶段Ⅱ为细脉状和构造角砾间含银硫盐和硫化物,矿化蚀变阶段Ⅲ为方解石细脉。银沙银矿分布最为广泛的围岩蚀变类型为绢云母化,其次为黄铁矿化,以及少量硅化、碳酸盐化和重晶石化。矿化特征主要表现为在围岩白垩系石英砂岩构造裂隙内成密集含银硫盐和硫化物细脉及角砾岩脉。矿体埋藏浅,规模大,适合大规模露天开采。作为玻利维亚锡矿带的一个组成部分,该矿床形成于活动大陆弧后地区。根据成矿过程特点,文章初步提出银沙银矿的成矿模型,并根据两年以来找矿勘查工作,提出了进一步找矿方向,特别值得关注的是银沙银矿所在的成矿带呈近北北西走向,长约8 km,宽约2.5 km,区内遍布采矿遗迹,通过进一步系统勘探和开发,有望再探明一个世界级银矿区。  相似文献   
98.
钼是人体和农作物必需的有益元素,具有防癌抗癌作用。由于不同地区土壤中钼含量和土壤酸碱性的不同,农作物中钼含量有很大差异,同时不同农作物对钼的吸收也不相同。研究不同农作物中钼富集规律可以为健康地质发展、富钼农产品开发、功能农业发展、种植结构调整提供依据。本文以洛阳市硒资源详查区及其他农业种植区为研究区,通过采集22种大田种植的农作物及其根系土,采用电感耦合等离子体质谱法(ICP-MS)测定土壤和农作物钼含量,研究了不同农作物钼含量特征及其影响因素。结果表明:洛阳市土壤钼含量较高,是中国土壤富钼特色地区。绿豆、豇豆、黑豆、黄豆、红小豆和花生是富集钼的主要农作物,钼平均含量>9mg/kg,富集系数>500%,属于钼的超富集农作物。芝麻、豆角、谷子、小麦、玉米和油菜籽钼含量较高,钼含量均值介于0.446~2.437mg/kg,富集系数介于40%~300%,属于富钼农作物。辣椒、大蒜、红薯、秋葵的钼含量介于0.1~0.3mg/kg,富集系数介于10%~30%,属于高钼农作物。苹果、梨、葡萄、石榴、樱桃与中药材银条的钼含量<0.05mg/kg,富集系数<5%,是低钼农作物。大多数农作物钼含量与根系土钼含量呈正相关,而苹果、葡萄、石榴、樱桃等水果钼含量与根系土钼含量呈负相关。研究揭示了在碱性环境下土壤中的钼更容易被农作物吸收。区内农作物与中国其他地区相比均呈富钼特征,是开发富钼农业产业的有利地区。依据不同农作物钼含量,选择出绿豆、豇豆、黑豆、黄豆、红小豆和花生是研究区特色富钼农产品,芝麻、豆角、谷子、小麦、玉米和油菜籽是富钼农产品,辣椒、大蒜、红薯、秋葵属于高钼农作物。本成果为研究区富钼农产品开发、调整种植结构提供了科学依据。  相似文献   
99.
Gu  ChaoJun  Zhu  Yongqing  Li  Renhua  Yao  He  Mu  Xingmin 《Natural Hazards》2021,109(1):545-566

The runoff and sediment load of the Loess Plateau have changed significantly due to the implementation of soil and water conservation measures since the 1970s. However, the effects of soil and water conservation measures on hydrological extremes have rarely been considered. In this study, we investigated the variations in hydrological extremes and flood processes during different periods in the Yanhe River Basin (a tributary of the Loess Plateau) based on the daily mean runoff and 117 flood event data from 1956 to 2013. The study periods were divided into reference period (1956–1969), engineering measures period (1970–1995), and biological control measures period (1996–2013) according to the change points of the annual streamflow and the actual human activity in the basin. The results of the hydrological high extremes (HF1max, HF3max, HF7max) exhibit a decreasing trend (P?<?0.01), whereas the hydrological low extremes (HBF1min, HBF3min, HBF7min) show an increasing trend during 1956–2013. Compared with the hydrological extremes during the reference period, the hydrological high extremes increased during the engineering measures period at low (<?15%) and high frequency (>?80%), whereas decreased during the biological control measures period at almost all frequencies. The hydrological low extremes generally increased during both the engineering measures and biological control measures periods, particularly during the latter period. At the flood event scale, most flood event indices in connection with the runoff and sediment during the engineering measures period were significantly higher than those during the biological control measures period. The above results indicate that the ability to withstand hydrological extremes for the biological control measures was greater than that for the engineering measures in the studied basin. This work reveals the effects of different soil and water conservation measures on hydrological extremes in a typical basin of the Loess Plateau and hence can provide a useful reference for regional soil erosion control and disaster prevention policy-making.

  相似文献   
100.
Jiang  Junfeng  Zhao  Qihua  Zhu  Shuairun  Peng  Sheqin  Wu  Yonghong 《Natural Hazards》2021,108(3):2991-3019
Natural Hazards - A new approach is proposed to evaluate the non-limit active earth pressure in c–φ soil based on the horizontal slices method and limit equilibrium method, which takes...  相似文献   
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