基于GIS与SDM技术的可视化空间数据分类研究   总被引：2，自引：1，他引：1  

贾泽露  张彤 《测绘科学》2007,32(1):115-118

提出将GIS与可视化空间数据挖掘技术之集成的基本框架。在此基础上,基于VisualC++6.0和Ma-pObject2.0组件技术设计和开发了一个可视化交互空间数据挖掘分类系统,系统采用决策树方法和贝叶斯网络作为数据挖掘方法的基本算法,采用训练与学习相结合实现空间数据的分类。文中用实例数据对系统性能、算法和规则有效性进行了验证。结果表明,该系统是一个适用的、可扩展的可视化交互空间数据挖掘工具,系统能够实现数据挖掘实时动态的交互控制,实现了数据挖掘过程的可视化、挖掘模型的可视化和结果的可视化显示、可视化思考、可视化分析与评价。  相似文献   

基于决策树的洪泽湖湿地信息提取     

张楼香  阮仁宗 《测绘与空间地理信息》2015,(2):87-91

湿地是地球的重要组成部分,快速而准确地提取湿地信息,是湿地动态监测和可持续发展的一项基础而重要的工作.以洪泽湖淡水湿地为研究对象,采用2006年8月19日的Landsat5 TM遥感影像为数据源,采用经K-T变换光谱增强后的数据及利用灰度共生矩阵分析影像第一主成分的纹理统计量作辅助分类变量,基于地物光谱特征、纹理特征和形状特征,运用决策树分类法提取洪泽湖湿地植被信息,将其分类结果与最大似然法的分类结果进行比较.结果表明:1)洪泽湖地区的湿地植被比较丰富,面积约占全湖的10.74％,其中以浮水植物为主.2)基于决策树的分类结果的精度有了明显的提高,总精度由77.33％提高到86.33％,Kappa系数由0.7292提高到0.8354,证明基于决策树分类方法是提取淡水湿地植被信息的有效手段.  相似文献   

胡杨树轮δ13C记录的艾比湖地区夏季最高温度变化     

尚华明 《沙漠与绿洲气象(新疆气象)》2013,7(5):7-13

摘要：艾比湖是新疆北部生态环境最为敏感和脆弱的地区,这里分布的大片长龄胡杨是过去气候变化良好的记录体。本文利用艾比湖东岸的胡杨树轮资料,分析其宽度和稳定碳同位素组成,建立了树轮宽度年表和δ^13C序列,并对δ^13C序列进行了校正处理。树轮参数的气候意义分析表明胡杨树轮宽度所含的气候信息较少,而树轮δ^13C校正序列与精河夏季高温显著负相关,为荒漠平原区树轮气候研究提供了新的资料。研究区夏季的高温超过了光合作用的适宜温度,降低光合作用速率（A）,而地下水埋深较浅,叶片气候导度（g）并没有因受到水分条件限制而减小,在以上两个因素的共同作用下,叶片内部二氧化碳浓度（Ci）升高,导致胡杨δ^13C与夏季高温负相关关系。建立了胡杨树轮δ^13C校正序列与精河夏季高温的转换方程,方差解释量为33．0％。重建的精河145a来夏季高温序列反映了这一地区气候变暖的趋势,其升温的幅度高于北半球夏季升温幅度,但二者冷暖阶段变化并不完全一致。  相似文献   

Analytical studies of particle dynamics in bending waves in planetary rings     

Abhijit Bhattacharyya  Sandip K. Chakrabarti 《Monthly notices of the Royal Astronomical Society》2005,357(1):156-164

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Keck near-infrared observations of Saturn's E and G rings during Earth's ring plane crossing in August 1995     

Imke de Pater  Shuleen Chau Martin 《Icarus》2004,172(2):446-454

We present near-infrared (1.24-2.26 μm) images of Saturn's E and G rings which were taken with the W.M. Keck telescope in 1995 August 9-11, during the period that Earth crossed Saturn's ring plane. Our data confirm that the E ring is very blue. Its radial and vertical structure are found to be remarkably similar to that apparent in the HST ringplane crossing data at visible wavelengths, reinforcing models of the ring's peculiar narrow or very steep particle size distribution. Our data show unambiguously that the satellite Tethys is a secondary source of material for the E ring. The G ring is found to be distinctly red, similar in color to Jupiter's main ring, indicative of a (more typical) broad particle size distribution.  相似文献   

Exploring local N-body simulations of Saturn's rings     

Evgeny Griv  Michael Gedalin 《Planetary and Space Science》2005,53(5):461-472

The dynamical behavior of low and moderately high optical depth regions of Saturn's ring system of discrete, mutually gravitating, and inelastically colliding particles is studied by simplified local N-body simulations in Hill's linearized equations context. The focus is on a statistical analysis of time-evolution of fine-scale structures seen in the simulations and the comparison between theoretical predictions and computer experiments. Prospects for the Cassini spacecraft mission are briefly summarized.  相似文献   

TREE INVASION IN MEADOWS OF LASSEN VOLCANIC NATIONAL PARK,CALIFORNIA*     

Alan H. Taylor 《The Professional geographer》1990,42(4):457-470

The causes of tree invasion into meadows in Lassen Volcanic National Park were investigated by dating invasive trees and associating age structure patterns with regional variations in fire history, grazing, and climate change. Massive invasion was associated primarily with cessation of livestock grazing and burning between 1905 and 1933, but climatic change may also have contributed. Maintenance of meadows may require continued use of unnatural processes due to uncertainties about pre-European fire regimes and other resource considerations.  相似文献   

Near-infrared adaptive optics imaging of the satellites and individual rings of Uranus     

S.G. Gibbard  I. de Pater 《Icarus》2005,174(1):253-262

We present the first Earth-based images of several of the individual faint rings of Uranus, as observed with the adaptive optics system on the W.M. Keck II telescope on four consecutive days in October 2003. We derive reflectivities based on multiple measurements of 8 minor moons of Uranus as well as Ariel and Miranda in filters centered at wavelengths of 1.25(J), 1.63(H), and 2.1(Kp) μm. These observations have a phase angle of 1.84°-1.96°. We find that the small satellites are somewhat less bright than in observations made by the HST at smaller phase angles, confirming an opposition surge effect. We calculate albedoes for the ring groups and for each ring separately. We find that the ε ring particles, as well as the particles in the three other ring groups, have albedoes near 0.043 at these phase angles. The equivalent depths of some of the individual rings are different than predicted based upon ring widths from occultation measurements (assuming a constant particle ring brightness); in particular the γ ring is fainter and the η ring brighter than expected. Our results indicate that q, the ratio of ε ring intensity at apoapse vs. periapse, is close to 3.2±0.16. This agrees well with a model that has a filling factor for the ε ring of 0.06 (Karkoschka, 2001, Icarus 151, 78-83). We also determine values of the north to south brightness ratio for the individual rings and find that in most cases they are close to unity.  相似文献   

Palaeoecological evidence of changes in vegetation and climate during the Holocene in the pre‐Polar Urals,northeast European Russia     

Seija Kultti  Minna Vliranta  Kaarina Sarmaja‐Korjonen  Nadia Solovieva  Tarmo Virtanen  Tommi Kauppila  Matti Eronen 《第四纪科学杂志》2003,18(6):503-520

This study investigated Holocene tree‐line history and climatic change in the pre‐Polar Urals, northeast European Russia. A sediment core from Mezhgornoe Lake situated at the present‐day alpine tree‐line was studied for pollen, plant macrofossils, Cladocera and diatoms. A peat section from Vangyr Mire in the nearby mixed mountain taiga zone was analysed for pollen. The results suggest that the study area experienced a climatic optimum in the early Holocene and that summer temperatures were at least 2°C warmer than today. Tree birch immigrated to the Mezhgornoe Lake area at the onset of the Holocene. Mixed spruce forests followed at ca. 9500–9000 ¹⁴C yr BP. Climate was moist and the water level of Mezhgornoe Lake rose rapidly. The hypsithermal phase lasted until ca. 5500–4500 ¹⁴C yr BP, after which the mixed forest withdrew from the Mezhgornoe catchment as a result of the climate cooling. The gradual altitudinal downward shift of vegetation zones resulted in the present situation, with larch forming the tree‐line. Copyright © 2003 John Wiley & Sons, Ltd.  相似文献   

On minimum spanning trees and the intergradation of clusters     

Steven M. Warshauer  Richard Smosna 《Mathematical Geology》1981,13(3):225-235

Cluster analysis groups samples, but does not generally show gradations between clusters. To illustrate these relationships, principal-coordinate analysis and multidimensional scaling can be employed, but these methods may not be appropriate due to structural distortion. A minimum spanning tree (MST) computes a point-to-point path through the original matrix, and clusters are mapped on the MST diagram. The MST linkages, therefore, provide a natural continuum between the clusters, without distortion. Forty-six Silurian Tonoloway Limestone samples were analyzed for 16 sedimentary features indicative of subaerial exposure. Cluster analysis identified nine clusters which were reduced to five final, ordered groups by MST.  相似文献