Similarity measurement on human mobility data with spatially weighted structural similarity index (SpSSIM)     

Chanwoo Jin  Atsushi Nara  Jiue‐An Yang  Ming‐Hsiang Tsou 《Transactions in GIS》2020,24(1):104-122

Understanding diverse characteristics of human mobility provides profound knowledge of urban dynamics and complexity. Human movements are recorded in a variety of data sources and each describes unique mobility characteristics. Revealing similarity and difference in mobility data sources facilitates grasping comprehensive human mobility patterns. This study introduces a new method to measure similarities on two origin–destination (OD) matrices by spatially extending an image‐assessment tool, the structural similarity index (SSIM). The new measurement, spatially weighted SSIM (SpSSIM), utilizes weight matrices to overcome the SSIM sensitivity issue due to the ordering of OD pairs by explicitly defining spatial adjacency. To evaluate SpSSIM, we compared performances between SSIM and SpSSIM with resampling the orders of OD pairs and conducted bootstrapping to test the statistical significance of SpSSIM. As a case study, we compared OD matrices generated from three data sources in San Diego County, CA: U.S. Census‐based Longitudinal Employer–Household Dynamics Origin–Destination employment statistics, Twitter, and Instagram. The case study demonstrated that SpSSIM was able to capture similarities of mobility patterns between datasets that varied by distance. Some regions showed local dissimilarity while the global index indicated they were similar. The results enhance the understanding of complex mobility patterns from various datasets, including social media.  相似文献   

敦煌-格尔木铁路沿线风动力环境特征     

鱼燕萍  张克存  安志山  张余 《中国沙漠》2020,40(1):41-48

敦煌-格尔木铁路沿线地形复杂、起沙因素多变、沙源丰富,沙害问题日益严重。目前对其风沙活动规律还未有研究,不利于防沙工作的开展。为此,通过对自北向南的5个观测点（S1、S2、S3、S4、S5）风速和风向的观测、计算和分析,利用平均风速、起沙风况及输沙势对敦格铁路沿线的风动力环境特征进行研究。结果表明：S5、S4和S3的风况对铁路风沙灾害防治意义较大。S5年平均风速、起沙风频率和输沙势最大,春季风沙活动最为强烈,且风向单一、风力强劲,风沙运动方向基本与铁路垂直,沙粒易在铁路附近堆积。S4夏季风沙活动最为强烈;S3春季风沙活动最为强烈,且风向单一,S4和S3的风沙运动方向与铁路夹角小于90°,附近沙源广阔,铁路易受风沙侵蚀,阻碍交通运营。  相似文献   

GLDAS_NOAH_M.2.1水文模型在青藏高原的适定性分析     

钱安  易爽  孙广通  王秋玲  苏占东 《大地测量与地球动力学》2018,38(3):254-259

利用2003-01~2016-06共162个月 GLDAS_NOAH_M.2.1、GLDAS_NOAH_M.001新旧水文模型和GRACE卫星重力数据,计算青藏高原区域水储量及总质量变化,说明GLDAS_NOAH_M.2.1水文模型相对于旧模型可提升在青藏高原区域的精度。将研究区域分为6个部分,根据3种数据分别计算6个区域的平均质量变化时间序列,顾及年周期、半年周期对该时间序列进行最小二乘拟合,估计6个区域3种数据的年振幅、年相位及相关性。结果表明,GLDAS_NOAH_M.2.1水储量变化的年振幅、年相位与GRACE总质量变化的年振幅、年相位空间分布大体一致,在青藏高原北部区域与GRACE的相关性尤为明显;GLDAS_NOAH_M.001年振幅、年相位在青藏高原北部区域存在明显异常,与GRACE的相关性很低。从长趋势质量变化来看, GLDAS新、旧模型在不同区域的差异为-6.4~4.5 Gt/a量级,而在青藏高原主体区域,新模型的质量趋势偏低10.4 Gt/a。  相似文献   

Characterization of Frequency and Aggregation of the Antarctic Krill (<Emphasis Type="Italic">Euphausia superba</Emphasis>) Using Acoustics     

Seok-Gwan?Choi  Eun-A?Yoon  Doo-Hae?An  Sangdeuk?Chung  Jaebong?Lee  Kyounghoon?LeeEmail author 《Ocean Science Journal》2018,53(4):667-677

In this study, the dB difference and characteristics of krill swarms inhabiting Subarea 48.1, which includes the west and south of the South Shetland Island and the Elephant Island peripheries, were estimated to distinguish Antarctic krill, using acoustics. From April 13 to 24, 2016, acoustic data were collected along 24 survey lines using the frequencies 38 and 120 kHz, and middle trawling was performed at 7 stations. Using the difference between the dB values of two volume backscattering strength (Sv) frequencies (38 and 120 kHz), a clear acoustic distinction could be made between Antarctic krill (4.9 to 12.0 dB) and fish (?4.0 to ?0.2 dB). The distributions and mean Sv of krill swarms in the Elephant Island peripheries and south of South Shetland Island were higher than those in the west of South Shetland Island. The mean length/ height ratio of krill swarms in the west of the South Shetland Island (64.5) was higher than that in the south (35.9) and the Elephant Island peripheries (33.8), with the length of the aggregations exceeding their height. Most krill swarms were distributed between the surface layer (less than 10 m below sea level) and within 200 m of water depth. These results are expected to serve as baseline data for evaluating krill density and biomass by distinguishing them from fish, using acoustics.  相似文献   

喜马拉雅—青藏高原造山带地质演化—显生宙亚洲大陆生长   总被引：130，自引：21，他引：130       下载免费PDF全文

尹安 《地球学报》2001,22(3):193-230

喜马拉雅-青藏高原造山带的地质历史显示出，自从约70Ma印度板块-亚洲板块开始碰撞支来，至少有1360km的SN向缩短量被喜马拉雅-青藏高原造山带所吸收，导致新生代青藏高原最终构造格局明显的地壳缩短作用，大约开始在始新世（50-40Ma)。这一事件几乎同时发生在高原南部的特提斯喜马拉雅和高原北部的昆仑山及祁连山，喜马拉雅-青藏高原造山带的古生代和中生代构造历史强烈地控制着新生代变形历史相应变分布，松潘-甘孜-可可西里地体和羌塘地体三叠系复理石杂岩的广泛出现，在空间上可能和青藏高原中部的新生代逆冲作用和火山作用有关，青藏高原南部和中部的地壳和上地幔之间地震特性的显著差异是中生代和新生代2种构造的表现形式，而前者对第三纪局部缩短的收缩变形起到了决定性的作用，并导致自由水释放进入青藏高原中部的上地幔和下地壳，并引起岩石圈地幔和地壳中物质的部分熔融。  相似文献   

文学地理学视野下香港文化认同     

张铃钰  叶浩威  安宁 《热带地理》2019,39(6):880-888

通过文本分析和档案分析的方法,立足文学地理学分析框架和研究范式,分析了香港70年代、过渡时期、后殖民时期三部文学界热门且公认具代表性的作品——《我城》《烦恼娃娃的旅程》和《后殖民食物与爱情》,解构了作品中“本土”“国家”和“全球”3个空间维度下再现的地理物象、空间想象、人物活动、地方文化,窥探其内部隐含的文化认同与身份意识问题。结果发现,由于香港社会历史和文化背景不断变迁等原因,香港的文化和身份意识处于不断重塑的状态。通过文本分析,发现香港文学作品中最早萌芽的是“本土”意识。西西的《我城》被认为是本土意识的发轫之作,其在港英政府和回不去的家这一夹缝中在“城”这一空间尺度上勾勒出浓浓的地方意识。其次,在中国恢复行使香港主权这一背景下,《烦恼娃娃的旅程》这一极具回归题材代表性的作品深刻地刻画了香港人在身份认同尺度升级过程中的迷惘。最后,也斯的《后殖民食物与爱情》通过“食物”为线索讲述了回归后的香港故事,为读者认识后殖民时期多元文化混杂下的香港社会提供了细致的观察。通过对三部文学作品的分析,发现港人经历了由殖民统治时期本土身份意识的觉醒以及对中国文化的归属,到回归过渡阶段身份意识的尺度升级及其不适,再到回归后多元文化的交织和协商,不仅在尺度上实现了由地方到国家再到全球化的身份意识塑造,而且在结构上存在中华文化、西方文化和香港本土文化不断协商与冲突的三重性。更为重要的是,通过文学地理视角的讨论,发现这样的文化和身份意识不是属于某个群体的特有特征,而是根植于香港社会的每一寸肌肤,不仅反映了小说作者对香港社会的细致观察,在一定程度上也反映了社会本身所面临的文化和身份困扰。  相似文献   

Designation of marine protected areas in Belgium: A legal and ecological success?     

Dirk Bogaert  An Cliquet  Frank Maes 《Marine Policy》2009,33(6):878

In Belgium a long process (1999–2005) led to the designation of several marine protected areas (MPAs). In order to analyse the designation process, the ‘policy arrangement approach’ was used as an analytical tool. Attention was given to four dimensions (actors and coalitions, arguments, rules and resources). Particular attention was paid to the switch from an authoritative to a more deliberated policy style in reaction to conflicts with stakeholders. This switch in policy style contributed to a successful legal designation, but does not guarantee the best protection of marine biodiversity. This case study linked science (setting ecological goals) to policy (analysis of a policy process) and led to some more general conclusions on the designation of MPAs and the role of participation in this process.  相似文献   

Model Test Study on Ice-Induced Vibrations of Compliant Multi-Cone Structures     

黄焱  史庆增  宋安 《中国海洋工程》2009,23(2):317-328

For the study on the ice-induced vibration of a compliant mono-cone structure,a series of model tests were performed from 2004 to 2006.In these tests,the ice sheet before the compliant conical structure was found to be failed in two-time breaking.Based on this important finding,model tests study of the ice force on a compliant multi-cone structure were performed from 2006 to 2007.in these tests,the ice sheet broke before each single cone non-simultaneously.The exciting energy of the total ice force was found to be in a wide range of frequencies,and the structure can be easily excited with nonlinear resonance.  相似文献   

罗布泊“大耳朵”地区多源遥感影像数据库的设计与实现     

颜安  蒋平安  武红旗  马黎春 《地球信息科学学报》2009,11(2):250-255

目前,由空间数据引擎管理遥感影像数据的技术已经非常成熟,但在对多源遥感影像数据的合理组织和有效管理以及数据共享方面,还需要寻求更有效的方法。本文在分析不同遥感影像类型的基础上,结合罗布泊“大耳朵”地区研究的需要,设计实现了该区多源遥感影像数据库。讨论了逻辑上设计相同空间分辨率和不同空间分辨率的多源遥感影像数据存储的方法。即根据遥感影像数据的空间分辨率进行分类,并通过遥感影像元数据表建立多源遥感影像数据之间的逻辑关联来组织和管理影像数据的设计方法。该方法的成功运用,为多源遥感影像数据库的设计与建设提供了参考。  相似文献   

中国大陆中上地壳剪切波速结构   总被引：4，自引：2，他引：2       下载免费PDF全文

冯梅  安美建 《地震学报》2007,29(4):337-347

为使已获得的中国大陆中上地壳结构更为可靠,本文搜集了很多对浅部结构分辨率较好的短周期面波资料. 与传统面波层析成像反演方法不同,本文在第二步由面波频散得到剪切波速的过程中不再对每个结点进行一维波速模型分别反演,而是直接将所有结点上的区域化频散转换成三维波速结构的线性化约束,实现了直接的三维反演. 检测板测试结果显示该方法可以得到理想的反演结果. 本文得到的波速模型显示,中国大陆中上地壳的速度分布存在明显的横向变化和分区特征. 较低的波速异常很好地勾勒出我国主要的沉积盆地,波速异常在不同深度上的变化在一定程度上反映了各盆地结晶基底的深度. 以东经95deg;为界,特提斯构造域西部具有明显的低速异常,而东部基本没有低速异常. 基于油气资源多存在于沉积层中,而沉积层表现低速异常,我们推测特提斯构造域西部油气前景比东部好. 另外, 由于特提斯构造域西部低速非常明显,这可能也说明了其地壳温度较高. 兴安造山带的低速异常可能也说明了其地壳温度较高. 20 km深度上鄂尔多斯盆地西侧的弱低速带, 很好地勾勒出中国大陆近似沿105deg;经线的强震带的走势.   相似文献