基于邻域约束聚类的地球化学异常提取     

杨昭颖  冯磊  姜德才  朱月琴  余先川 《地质通报》2019,38(12):2077-2084

通过分析地球化学数据的元素值属性和空间位置,提出一种基于邻域约束聚类的方法,使用该方法对地球化学元素聚类后,能提取矩形、环状、半环状等特殊形状,进而提取地球化学异常。选取河南崤山地区2个实验区的地球化学数据进行实验,实验一的结果表明,出现矩形的位置与已知钨矿矿点位置一致;实验二的结果表明,出现环形的位置与已知铜矿矿点位置一致。实验证明了基于邻域约束聚类的方法在提取地球化学异常方面的有效性。  相似文献   

基于两种插值算法的三维地质建模对比   总被引：2，自引：0，他引：2  

冯波  陈明涛  岳冬冬  李胜涛  贾小丰  宋丹 《吉林大学学报(地球科学版)》2019,49(4):1200-1208

三维地质建模过程中,插值算法对模型准确性具有显著影响。为评价不同插值算法对三维建模准确性的影响,本文选取反距离权重插值法和自然邻域插值法开展对比研究。通过理论分析和案例研究,从统计学原理、插值误差和可视化效果等三方面进行了对比分析。结果表明：反距离权重插值法在建模中精度较高,适应面更广。与自然邻域插值法相比,反距离权重插值法更加适用于地层缺失严重的层位,能够更好地保留地层缺失的特征;同时,反距离权重插值法能够更好地处理断层构造,对于地层的错断起伏情况表现效果更好;反距离权重插值法在沉积地层中误差更小,与实际情况更接近。  相似文献   

一种利用点云邻域信息的建筑物屋顶面高精度自动提取方法   总被引：1，自引：0，他引：1  

赵传  张保明  陈小卫  郭海涛  卢俊 《测绘学报》2017,46(9):1123-1134

从LiDAR数据中高精度地提取建筑物屋顶面是构建屋顶面拓扑关系、实现建筑物三维模型重建的关键。本文针对现有算法提取复杂建筑物屋顶面适应性较差、精度较低等问题,提出了一种利用点云邻域信息的建筑物屋顶面高精度自动提取方法。通过主成分分析计算点云特征,构建特征直方图,选取可靠种子点;利用提出的局部点云法向量分布密度聚类算法聚类种子点,快速准确地提取初始屋顶面片;构建基于邻域信息的投票模型,有效地解决屋顶面竞争现象。试验结果表明,本文方法可自动、高精度地提取屋顶面,对不同复杂程度的建筑物具有较好的适应性,能为建筑物三维模型重建提供可靠的屋顶面信息。  相似文献   

Neighborhood and socioeconomic change in emerging megapolitan nodes: tracking shifting social geographies in three rapidly growing United States metropolitan areas, 1980–2010     

Nathan Foote  Rebecca Walter 《Urban geography》2017,38(8):1203-1230

This paper investigates the complex demographic and social changes that have occurred in the neighborhoods of fast-growing United States metropolitan areas emerging as nodes in megapolitan regions between 1980 and 2010. A neighborhood typology is created using k-means cluster analysis to examine the demographic and housing characteristics, and geographic distribution, of neighborhoods that have existed in rapidly growing metropolitan areas. A socioeconomic index is created using principal component analysis (PCA) to analyze socioeconomic conditions within neighborhoods. Using data from the metropolitan areas of Las Vegas, Nevada; Austin, Texas; and Raleigh, North Carolina, this study identifies five neighborhood types, each of which has distinctive geographic and socioeconomic trends. The geographic orientation of each metropolitan area within their larger megapolitan region appears to have a role in the geography of neighborhood change. The results are also discussed in relation to human ecology, immigration, and economic restructuring.  相似文献   

Housing differentiation and housing poverty in Chinese low-income urban neighborhoods under the confluence of State-market forces     

Shenjing He  Lin Liu  Gangbin Yang  Fenglong Wang 《Urban geography》2017,38(5):729-751

ABSTRACT

Based on a large-scale household survey conducted in six large Chinese cities, this study is among the first attempts to juxtapose factors related to institution, market, and demography to examine the complex patterns and mechanisms of housing differentiation and housing poverty in low-income neighborhoods, which are conventionally conceived as homogenous substandard settlements. Results of Theil indices and multivariate regression models convey several interesting findings. First, the forces of the market and the State have projected different impacts on various aspects of housing status. Institutional factors had significant impacts on some costly and durable housing indicators such as housing tenure and housing area, while market forces have swiftly transformed the most malleable aspects of housing conditions, such as housing facilities, and will eventually replace some institutional legacies. Second, within-group housing differentiation is more palpable than between-group housing differentiation, suggesting that low-income neighborhoods in large Chinese cities are fluid and heterogeneous. Third, different institutional elements have different impacts on housing poverty. The well-functioning market remuneration system helps reduce the risk of housing poverty, yet working poor remains a severe problem. These findings can inform policies promoting social mix and housing affordability.  相似文献   

邻里建成环境对居民外出型休闲活动时空差异的影响——以广州市为例   总被引：13，自引：6，他引：7  

齐兰兰  周素红 《地理科学》2018,38(1):31-40

休闲行为的产生条件一直受到国内外地理学者的重视,邻里建成环境作为结构性制约因素,在休闲行为研究的交叉学科中开始受到重视,但是关注其对休闲行为影响的时间差异的研究严重不足;此外相关研究多从是否产生休闲行为或活动量的角度去验证,缺乏建成环境对休闲空间特征影响的衡量。基于时间地理学理论,以广州市为案例地,结合居民的出行活动日志调查与人口普查数据、土地利用数据、建筑POI普查数据,探讨居民休闲行为时空特征及居住地的邻里建成环境对其产生的影响。研究发现：工作日,居民外出型休闲活动时间呈现出高度集中特征,高度集中于12:00~14:00,活动集聚的时空区域是12:00~14:00、4 km内;休息日,居民外出型休闲活动时间集聚的集中性减弱,活动持续时间增长;活动集聚的时空区域是9:00~20:00、1 km内。邻里建成环境的不同维度指标对休闲活动距离的作用时段与影响程度存在差异。工作日上午并无影响显著的因素;中午,休闲距离主要受到道路交叉口数量和商业中心可达性的负向影响;下午,休闲距离受到道路交叉口数量先负向后正向的影响。休息日上午,休闲距离主要受开敞空间用地比例的负向影响;中午,受开敞空间用地比例、公交站点数和到最近开敞空间距离的负向影响,土地利用混合度则是呈现先正向后负向的影响;下午,受道路交叉口数量和公交站点数的负向影响、休闲设施数量的正向影响。从作用机制来看,休息日是休闲机会和时间成本作用占主导,工作日是休闲环境作用占主导。  相似文献   

A linear tessellation model to identify spatial pattern in urban street networks     

Yakun He  Wenhao Yu  Xiang Zhang 《International journal of geographical information science》2017,31(8):1541-1561

Street patterns reflect the distribution characteristics of a street network and affect the urban structure and human behavior. The recognition of street patterns has been a topic of interest for decades. In this study, a linear tessellation model is proposed to identify the spatial patterns in street networks. The street segments are broken into consecutive linear units with equal length. We define five focal operations using neighborhood analysis to extract the geometric and topological characteristics of each linear unit for the purpose of grid-pattern recognition. These are then classified by Support Vector Machine, and the result is optimized based on Gestalt principles. The experimental results demonstrate that our method is effective for mining grid patterns in a street network.  相似文献   

The modifiable areal unit problem in hedonic house-price models     

Gunhak Lee  Kamyoung Kim 《Urban geography》2016,37(2):223-245

When geographically aggregated data are included in hedonic models, the resulting coefficients are biased by the spatial scale and spatial configuration of variable measurement. We explore the effects of this modifiable areal unit problem (MAUP) within the context of hedonic price models with an individual-level dependent variable. Specifically, we developed standard and spatial hedonic regression models in order to examine the effects of the MAUP on model fit and coefficient estimates. Our empirical analysis documents several significant scale and zoning effects in the hedonic modeling framework. First, neighborhood characteristics are clearly important in efforts to improve model fit—and they are more significant contributors in the standard model than in the spatial hedonic model. For aggregation scale, the model fit change of the standard model is relatively large, whereas the change is more modest for spatial models. The patterns of change in model fit for standard and spatial hedonic models clearly diverge from one another, implying the existence of a scale level showing a maximum functional range of the submarket on which scale dependencies are expected to have an impact. Regarding the zoning effect, the model fits for both standard and spatial hedonic models vary according to the submarket systems.  相似文献   

Is there diversity in the New Urbanism? Analyzing the demographic characteristics of New Urbanist neighborhoods in the United States   总被引：1，自引：1，他引：0  

Dan Trudeau  Jeffrey Kaplan 《Urban geography》2016,37(3):458-482

The New Urbanism (NU) planning movement aspires to create socially diverse neighborhoods. It is unclear, however, whether this movement lives up to its aspirations in practice. In an effort to systematically examine this aspect of the movement, this paper analyzes age, family type, income, and race data of 70 NU neighborhoods in the United States. The paper uses a diversity index to compare the NU neighborhoods with control sites. Findings show that NU neighborhoods have lower racial diversity, but may have higher income diversity. Consideration of variations within the way NU is implemented reveals that the low racial diversity is associated with a single approach, but higher income diversity is associated with all variants. This paper argues that NU generates places that are more socially diverse than what is described in the literature and uses two case studies to explore the ways in which diversity is produced and its relation to gentrification.  相似文献   

基于新型分层邻域阈值搜索法提高水下潜器重力匹配导航的匹配效率          下载免费PDF全文

李钊伟  郑伟  吴凡  房静 《地球物理学报》2019,62(7):2405-2416

本文开展了水下潜器重力匹配导航的匹配效率改善研究.第一,为克服传统TERCOM算法逐点遍历搜索效率较低的缺点,提出新型分层邻域阈值搜索法.其原理如下:首先,利用4格网间隔数进行粗搜索匹配;其次,为提高初始匹配点的选取标准设置4mGal阈值(基准图上重力值与实测重力值之差),对选取的若干粗搜索行最佳匹配点周围24邻域点进行取舍并匹配比较;最后,获得搜索范围内最佳匹配点.第二,综合考虑了重力场标准差、峰度系数、坡度标准差、粗糙度、信息熵等重力场主要特征参数,将其作为适配区优劣的分析依据.第三,在适配性良好的区域内,在保证水下导航精度的前提下,基于分层邻域阈值搜索法,以本文参数设置为例,水下潜器重力匹配导航的匹配效率提高约14.14倍.  相似文献