空间软数据及其插值方法研究进展   总被引：7，自引：0，他引：7  

罗明  裴韬 《地理科学进展》2009,28(5):663-672

由于对地观测技术的迅速发展,空间数据的种类和数量增长迅猛,由空间数据反演得到的各种信息日趋膨胀,这些反演结果中的信息不少以软数据的形式出现。在实际应用中,这些软数据往往与空间插值的目标变量具有一定的相关性,甚至成为控制目标变量空间分布特征的重要因素。然而,由于这些数据通常表示为非数值形式,在计算和处理上存在着一定困难,以致被传统的插值方法所忽视,从而造成信息浪费。近来出现的空间软插值方法是一种利用空间软数据作为辅助信息并以改善插值效果的方法,能够较好的处理并利用软数据所隐含的信息,具有较好的应用发展前景。本文根据空间软数据的特点及其分类,系统综述了空间软插值方法及其应用领域。首先分析了空间数据软硬性质的根本区别,论述了软数据的分类和“硬化”方法,然后介绍空间插值模型中对空间软数据的集成方法和原理,最后对空间软插值方法及其应用研究领域进行了展望。  相似文献   

Assessment of Urban Air Pollution and Spatial Spillover Effects in China: Cases of 113 Key Environmental Protection Cities     

GONG Zezhou  ZHANG Xiaoping 《资源与生态学报(英文版)》2017,8(6):584-594

With rapid urbanization and energy consumption, environmental pollution and degradation have become increasingly serious problems in China. At the beginning of 2013, China implemented new ambient air quality standards (GB 3095-2012) in which the concentration of six pollutants including PM_2.5, ozone, carbon monoxide, PM₁₀, sulfur dioxide and nitrogen dioxide were monitored. This study gathered annual air pollutant concentration data for the six pollutants in 113 key environmental protection cites throughout China in 2014 and 2015 to explain spatial patterns of urban air pollution. Based on the Kernel density estimation method, spatial hotspots of air pollution were illustrated through which spatial cluster of each pollutants could be plotted. By employing an entropy evaluation system, urban air quality was assessed in terms of the six atmospheric pollutants. We conclude that, in general, CO and SO₂ were two important pollutants in most Chinese cities, but this varied greatly among cities. The assessment results indicate that cities with the worst air quality were mainly located in northern and central provinces, dominantly in the Beijing-Tianjin-Hebei metropolitan area. Regression modeling showed that a combination of meteorological factors and human-related determinants, to say specifically, industrialization and urbanization factors, greatly influenced urban air quality variation in China. Results from spatial lag regression modeling confirmed that air pollution existed obvious spatial spillover effects among key cities. The spatial interdependence effects of urban air quality means that Chinese municipal governments should strengthen regional cooperation and deepen bilateral collaboration in terms of air regulation and pollution prevention.  相似文献   

基于图像熵的卫星云图分类方法     

黄勇  张文建  郁凡 《南京气象学院学报》2012,(5):633-639

介绍一种基于图像熵和自动分割技术的卫星云图阂值分类方法,重点解决普通阈值法中阈值不确定性的问题。采用自动分割方法进行云图的划分,结合图像纹理特征信息,通过统计分析来确定具体的阈值。将该方法应用于2007年7月上旬淮河流域的暴雨过程,并与美国GOES卫星分层阈值进行类比,分析了两种阈值与地面实况降水间的关系。结果表明,该方法能够在卫星估算降水过程中增强对不同类型降水的识别能力,是一种有效的卫星云图分类方法。  相似文献   

不同职能城市土地利用结构影响因素分析   总被引：2，自引：0，他引：2  

鲁春阳  高成全  杨庆媛  文枫 《地域研究与开发》2012,31(1):120-125

根据2007年地级以上城市的土地和社会经济数据,采用主成分、聚类分析、相关分析等方法,分析不同职能城市土地利用结构特征及影响因素。结果表明:(1)根据城市职能主因子得分,结合城市规划及发展实际,将地级以上规模城市分为区域综合性城市、第二产业城市、交通城市、文化旅游城市、地方中心城市5类。(2)不同职能城市土地利用结构信息熵以中等水平为主,土地利用类型多样性提升空间较大。(3)经济因素、产业结构、基础设施和城市人口等是影响土地利用结构的主要因素,但对不同职能城市用地结构的影响次序和影响程度异质性明显。  相似文献   

我国省域工业主导产业的遴选与发展   总被引：1，自引：0，他引：1  

王乐乐  吴殿廷  姜晔 《地域研究与开发》2012,31(2):15-19,25

工业主导产业在国民经济发展中起着决定性和指向性的作用。主导产业的选择是经济发展阶段的重要课题。依据6个量化指标,从4个维度对"十一五"期间主导产业进行遴选,发现以能源及相关产业为代表的重化工业是各省的重点,高新技术产业成为主导产业的省份较少,劳动密集型产业依然是东部发达省市的重点,预期中的产业转移并未实现;以行业为变量对各省份的主导产业进行聚类分析,可将31个省份划分为5类,反映了我国各省份主导产业布局特点;在此基础上,依据产业生命周期理论和各地区"十二五"发展趋势,提出了相应的对策建议。  相似文献   

中国中、东部典型样区不同发展水平下土壤与土地利用多样性的对比分析(英文)   总被引：1，自引：0，他引：1  

段金龙  张学雷 《地理学报(英文版)》2012,22(6):1101-1116

Two typical provincial capitals (Nanjing and Zhengzhou) and two counties (Rugao and Yuanyang) in east (Jiangsu Province) and central (Henan Province) China were chosen respectively as the developed and less developed comparative cases for pedodiversity and land use diversity correlative analysis by borrowing the recently better developed pedodiversity methodology. Land use classification was worked out using remote sensing images in three different periods (1986-1988, 2000-2001 and 2004-2006) for these studied case areas before the calculation of the constituent diversity index and spatial distribution diversity index modified after Shannon entropy in 2 km×2 km grid scale of the soil and land use pattern were conducted and then a connection index was proposed to evaluate the relationship between soil and land use diversity. Results show that during the years from 1986 to 2006, the composition and spatial distribution of regional land use pattern had changed greatly. The agricultural land area of all the studied case areas decreased obviously in which Nanjing has the highest decrement of 895.98 km 2 mainly into urban use while the other land use type area changes show the same trend. The connection index of four typical soil family types and typical urban land use types, i.e., urban construction land, transportation land and industrial and mining area all increased in this period. In the studied case areas, there is the highest soil constituent diversity in Zhengzhou at 0.779 while the simplest soil constituent diversity in Rugao at 0.582. Meanwhile we have higher land use diversity in the more urbanized Jiangsu Province than Henan Province, Nanjing is ranking the first that has been getting higher and higher in the three periods at 0.366 in 1986-1988, 0.483 in 2000-2001 and 0.545 in 2004-2006. Finally, the connection index figures to evaluate the relationship between soil and land use diversity of the studied areas were compared to show the similar phenomenon that this figure grows fastest in Nanjing followed by Zhengzhou and other places.  相似文献   

河南省建设用地扩张及其驱动力分析   总被引：1，自引：0，他引：1  

吕可文  苗长虹  安乾 《地理与地理信息科学》2012,28(4):69-74

通过对1996—2008年河南省建设用地扩张及驱动力分析,得出以下结论:1)河南省建设用地扩张十分迅速,尤其是随着中原崛起、中原城市群战略的提出及逐步实施,建设用地扩张速度更快,并且城镇用地、独立工矿用地和交通用地的增加是其重要原因;2)建设用地结构的信息熵指数逐渐增大,土地职能类型逐渐多样化,土地利用结构趋于均衡,并且建设用地的效益也在不断提高;3)建设用地扩张与经济增长、工业化、人口增长、城镇化以及由此而引发的基建需求具有很强的相关性;4)与全国和其他区域相比,驱动河南省建设用地扩张的主要力量具有特殊性,快速城镇化进程以及经济社会发展引发的基础设施需求是建设用地扩张的主要驱动力,而经济增长、人口增长及工业化是建设用地扩张的一般驱动力;5)经济发展水平高和城镇化进程快的中原城市群地区,特别是郑州、洛阳、新乡、焦作等地市是建设用地扩张的主要空间。  相似文献   

A geographic perspective on intra-urban racial/ethnic diversity, segregation, and clustering in Knoxville, Tennessee: 1990-2000     

Madhuri Sharma 《Applied geography (Sevenoaks, England)》2012,32(2):310-323

Racial/ethnic diversity in the United States has increased significantly in recent decades, with minority groups now accounting for almost one-third of the total population. At the same time, growing diversity has spread into rural and non-metropolitan areas. Research suggests that changing diversity in the ‘New South’ has seen growth of non-Black communities. The question, however, is the degree to which increasing diversity equates with increasing intermixing or, alternatively, whether racial/ethnic clusters retain their prominence. This paper examines the geographic manifestations of growing racial/ethnic diversity within intra-urban context, using census-tracts as scale of analysis in the metropolitan statistical area (MSA) of Knoxville in Tennessee. The statistics used for analyzing intra-urban variations include Diversity Score, Theil Entropy Index, and Location Quotient. Tract and Block-group data for White, Black, American Indian, Asian, All Others and Hispanic are used for computing these indices. This paper concludes that diversity has increased during 1990-2000, and has dispersed into suburban counties. However, segregation and clustering for certain minority groups has also increased, in particular African-Americans still remain the most segregated and most clustered community confined to specific geographic locations. This research holds significance as local economic development patterns are very much guided by the geographic variability of human and social capital. Applied research can suggest avenues for growth and can help rebuild local communities. This paper will also contribute to literature focusing on methodological challenges in measuring diversity and its geographic manifestations.  相似文献   

空间尺度上推方法的精度评价——以内蒙古锡林郭勒盟土地利用数据为例   总被引：2，自引：0，他引：2  

胡云锋  徐芝英  刘越  艳燕  王倩倩 《地理研究》2012,31(11):1961-1972

不同的空间尺度上推方法会导致不同程度的信息丢失、信息歪曲等后果;但目前少有研究在较长的尺度序列上、对不同尺度上推方法所得成果开展精度分析。本研究首先提出尺度上推方法精度评价的三个准则,即:保持土地类型构成特征、保持土地面积精度、保持土地空间分布格局和斑块形态;继而使用格点中心值、最大面积斑块、最大聚合面积斑块等3种尺度上推方法,配合100 m～50 km土地利用数据开展尺度转化实验;最后基于上述评价准则和尺度上推实验所得的系列输出结果,分析了不同尺度上推方法的精度。研究表明:(1)格点中心值上推方法能更好地保留区域土地类型构成、土地面积精度等特征;(2)锡林郭勒盟地区土地研究的适宜尺度应小于10 km,最大不应超过30 km;(3)在尺度上推过程中,土地斑块的平均面积、形态以及空间分布格局对尺度上推成果精度有着重要影响。  相似文献   

基于熵权法的土地覆被动态遥感监测与评价——以新疆伊犁地区和博州为例     

肖继东  王智  师庆东  常顺利  邢文渊 《广东气象》2012,31(4)

基于MODIS数据,选取植被净第一性生产力（NPP）、温度植被旱情指数（TVDI）、改进型土壤调整植被指数（MSAVI）、陆地表面温度（LST）4个对干旱地区地表覆被具有显著指示作用的指标,结合IGBP土地利用类型分类图,以新疆伊犁地区和博尔塔拉蒙古自治州（简称博州）为例,对研究区2003—2007年土地覆被动态进行监测,并利用熵权法确定各个指标的权重,在此基础上进行土地覆被动态的综合评价。结果表明,不同指标对不同的土地利用类型具有不同的适宜性和指示度;在新疆伊犁地区和博州,土地覆被动态地域差异性明显,土地覆被退化程度较大的土地类型为水体、草地、永久湿地、城镇,而森林、灌木林、荒漠草原和农田等土地类型有所改善,呈现出＂局部改善、总体退化＂的局面;引用熵权法将多个遥感指标综合起来进行土地覆被动态的监测与评价的途径是可行且有效的,可为干旱区土地覆被、荒漠化、土地退化、植被变化等工作的监测与评价提供可靠的技术方法与有价值的案例。  相似文献