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雅鲁藏布江中部流域沙地植被的分类和排序 总被引：6，自引：1，他引：5
选用模糊聚类分析方法,利用群落组种的相对盖度作为优势度指标,将该区沙地植被划分为22个群系,群系下又划分出了不同的群丛。同时,采用主分量分析(PCA)模型,对10个常见的群落类型进行了二维排序,比较直观和真实地反映了不同群落类型在土壤砾石化程度和土壤潜在肥力2个环境梯度上的分布情况。 相似文献
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Carey et al.utilized principal components analysis (PCA) to analyze frequency shift data obtained frompiezoelectric sensors formed by coating quartz crystals with 27 different GC stationary phases and testedusing 14 analytes.The objective of the analysis was to determine an optimal reduced set of coatings fordetection of the analytes.The results were correlated with those obtained from cluster analysis.In thispaper the data are re-analyzed using correspondence analysis (CA).The advantage of using CA includea symmetric treatment of sensor coatings and analytes and better identification of the representation ofthe analytes in terms of the detection components.The results obtained by the conjunctive use of PCA,a varimax rotation and cluster analysis were obtained by CA. 相似文献
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波段数目多和波段宽度窄是高光谱分辨率遥感的两个显著特点 ,常规的用于分析的波段组合方法在信息的利用上是不充分的。笔者利用六种植物的冠层测量数据作为试验样本 ,使用了系统聚类分析的方法 ,找出具有信息相似性的波段 ,将这些波段划分为同一种通道类型 ,它们对于植被冠层中的同一种生化成分是敏感的 ,并使用主成分分析的方法进行降维、合并处理 ,得出可以用于实际分析的波段线性组合方法。最后利用前两个主成分的相对得分图 ,进行不同物种类别的划分 ,达到识别的目的。 相似文献
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基于大连长兴岛的一套完整的晚更新世黄土剖面(贺家圈剖面),应用端元分析模型,对所采集的21个沉积样品的粒度数据进行分析。结论认为:从贺家圈剖面沉积物粒级组分中可以分离出3个代表不同沉积动力以及改造作用的沉积端元组分。并结合地球化学元素的对比分析,初步认为:端元1可能代表了剖面原始的粒度沉积组分,主峰为近源沉积,次峰为远源沉积;端元2可能代表了沉积物在沉积之后受到的淋溶作用和残积作用;端元3可能代表的是沉积物沉积之后受到的化学风化作用。 相似文献
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YI-ZENG LIANG OLAV M. KVALHEIM Department of Chemistry University of Bergen N- Bergen NorwayAGNAR HOSKULDSSON Danish Engineering Academy DK- Lyngby Denmark 《地理学报(英文版)》1993,(4)
In this paper we redefine the term detection limit to embrace the inherent multivariate nature of samples,instrumental measurements and chemometrics resolution procedures. The so-called zero-componentregions, i.e. parts with no chemical components eluting, are used as repeated analytical blanks to estimatea statistical multivariate detection limit for determining the number of chemical species in local regionsof a single two-way chromatogram or a collection of synchronized one-way chromatograms. For two-waychromatography the detection limit is determined from the distribution of the first eigenvalues obtainedfrom all possible combinations of spectra in the zero-component regions. The number of spectra in eachcalculation should correspond to the number included in the later examination of the local retention timeregions. For one-way chromatography on a collection of samples with similar chemical components atvarying concentrations the same procedure is used, with the samples taking the role of the spectra intwo-way chromatography. The detection limit can be chosen at various confidence levels depending onwhether false positive or negative detection of minor components is most critical. The results obtainedfrom the zero-eigenvalue distribution are more robust than those obtained by a previously developedF-test. 相似文献
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中国城市居民出游潜力的空间分异格局 总被引：11，自引：0，他引：11
基于城市不仅是重要的旅游目的地,也是目前中国主要的旅游客流产生地,以中国国内旅游抽样调查资料中的39个城市为空间单元,选取18项指标,运用SPSS统计分析软件,对中国城市居民的潜在出游力进行主成分和聚类分析,得到中国城市居民出游潜力的回归模型,进一步分析结果表明:①城市经济实力、城市规模辐射、城市规模集聚、城市人口素质等是影响城市居民出游潜力的四个主要因子;②中国城市居民潜在出游力的空间分异格局为“四、三、二、四”,即39个城市可以划分为四种类型,存在北京、上海、广深三个极点,沿海与内陆两大城市居民出游潜力空间分异带,环渤海、长江三角洲、珠江三角洲、成渝四大游客流产地;③经过与城市居民的实际出游力进行相关分析,模型得到了充分验证。城市居民整体出游力空间分异格局的研究对旅游目的地的营销、各地旅游业的发展具有重要意义。 相似文献
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Tomasz Opach Sabrina Scherzer Päivi Lujala Jan Ketil Rød 《Norsk geografisk tidsskrift. Norwegian journal of geography》2020,74(3):181-199
ABSTRACT The aim of the study on which the article is based was to identify groups of communities with similar resilience profiles, using Norwegian municipalities as a case. The authors used a set of socioeconomic and environmental indicators as measures of municipalities’ resilience and performed a cluster analysis to divide the municipalities into groups with similar multivariate resilience signatures. The results revealed six groups of municipalities that, apart from their unique combinations of indicator scores, featured certain spatial patterns, such as an “urban cluster” with urbanized municipalities and a “suburban cluster” with municipalities concentrated around major cities. The authors conclude that municipalities in each of the groups shared aspects that made them either more or less resilient to natural hazards, which could make them potential targets for shared interventions. Additionally, the authors conclude that clustering can be used to identify municipalities with similar resilience features and that could benefit from networking and sharing operational planning as a way to improve their respective communities' resilience to natural hazards. 相似文献
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贺兰山西坡4个植被类型(荒漠草原、榆树疏林、青海云杉林、高山灌丛草甸)的18个表土样品和12个捕捉器样品花粉组合与周围植被对比研究表明,表土和捕捉器样品花粉组合能较好地代表当地的植被类型,但荒漠草原带、榆树疏林带和高山灌丛草甸带捕捉器样品花粉组合表现植物建群种比表土样品好,青海云杉林植被带表土样品花粉组合表现植物建群种比捕捉器样品好。松属、蒿属和藜科花粉表土样品花粉组合百分比高于捕捉器样品,表明这4种花粉类型易于在表土环境保存,蔷薇科、豆科和杨属捕捉器样品花粉组合百分比高于表土样品,表明这3种花粉类型不易在表土环境保存。捕捉器样品花粉组合反映植物多样性比表土样品好,绣线菊、百合科、毛茛科和石竹科花粉在捕捉器样品花粉组合出现,而在表土样品花粉组合均未发现。捕捉器样品花粉组合聚类分析结果显示不同植被带花粉组合差异明显,而表土样品花粉组合聚类分析只可区分荒漠草原植被和高山灌丛草甸植被。 相似文献
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N. J. Anderson 《Journal of Paleolimnology》1990,4(1):43-59
The variability of diatom distribution in an acidified, upland wind-stressed lake (Loch Fleet, Galloway, S. W. Scotland) was assessed by analysis of 28 surface sediment samples and 11 cores. Correspondence analysis (CA) and cluster analysis were used to illustrate the variability of the surface sediment and core samples. There was reasonable uniformity of taxa in most of the surface sediment samples, although 7 samples, as indicated by both CA and cluster analyses were atypical. Most cores recorded clearly the acidification of the lake, although percentages of individual taxa varied up to 20% between cores. Two cores had old, preacidification diatom assemblages (of indeterminate age) close to the sediment surface. These old sediments were probably the source of the re-worked diatoms found in the atypical surface sediment assemblages. Diatom trends, as CA ordinations and pH profiles, were less variable than the surface sediment assemblages. It is argued that non-uniform sediment accumulation rates and diatom deposition cause variability in surface sediment diatom samples. This variability may be reduced in core profiles by homogenization during further resuspension/deposition cycles and burial. Cores, and the associated time component they offer, may be useful in assessing the variability of surface sediment assemblages. 相似文献
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Lawrence Joseph 《The Professional geographer》2016,68(4):663-673
Fifty retail chains with more than 70,000 U.S. store locations were placed into a cluster analysis to group together similar chains based on lifestyle segmentation composition of store trade areas. Five distinct cluster groups emerged. The objective was to analyze whether the geographic exposure to various lifestyles is aligned with the value platform of each retailer. Competitors were also analyzed along the lines of group membership. Although not all competitors were in the same groups, category killers generally located near higher income segments, whereas value retailers and chains that feature off-price merchandise generally located near customers with more modest incomes. 相似文献
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对托素湖沉积岩芯采用高分辨率XRF扫描分析法进行地球化学元素测试,运用多元统计分析法中的相关性分析、聚类分析及因子分析判别出不同沉积组分,揭示了托素湖沉积物中Si、Al、K、Ti、Ca、Sr、S、Cl、Br等元素的地球化学特征及其所指示的环境意义。同属强烈迁移型元素Ca、Sr在沉积物中主要受托素湖中内生碳酸盐的影响;而外源碎屑元素Si、Al、K、Ti主要受托素湖流域侵蚀的控制,其变化受托素湖流域降水量的控制,一定程度上指示了流域的干湿波动和极端气候事件发生的幅度与频率。 相似文献
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空间分析技术与地理信息系统的结合* 总被引：59，自引：5，他引：59
空间分析和地理信息系统是两种有效的空间信息分析和处理技术,二者的结合一方面可以大大拓展GIS的空间分析功能,另一方面也可使得迅速发展的空间分析得到GIS的有力支持,文中对此进行了探讨,并分析了二者结合的途径。 相似文献
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Identifying sources and hazardous risks of heavy metals in topsoils of rapidly urbanizing East China 总被引：3，自引：0，他引：3
With rapid economic and social development, soil contamination arising from heavy metals has become a serious problem in many parts of China. We collected a total of 445 samples (0–20 cm) at the nodes of a 2 km×2 km grid in surface soils of Rizhao city, and analyzed sources and risk pattern of 10 heavy metals (As, Cd, Co, Cr, Cu, Hg, Mn, Ni, Pb and Zn). The combination of Multivariate statistics analysis and Geostatistical methods was applied to identify the sources and hazardous risk of heavy metals in soils. The result indicated that Cr, Ni, Co, Mn, Cu, and As were mainly controlled by parent materials and came from natural sources. Cd and Hg originated from anthropogenic sources. Pb and Zn, belonging to different groups in multivariate analysis, were associated with joint effect of parent materials and human inputs. Ordinary Kriging and Indicator Kriging suggested that single element and elements association from the same principal components had similar spatial distribution. Through comprehensive assessment on all elements, we also found the high risk areas were located in the populated urban areas and western study area, which could be attributed to the higher geological background in the western part and strong human interference in the eastern part. 相似文献
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于 1 999年夏季我国首次北极科学考察期间在楚科奇海采集了三个沉积物岩芯 ,并采用中子活化法 (INAA)测定了沉积物样品中稀土元素的含量。结果表明 ,其含量与东海大陆架细粒沉积物的稀土元素含量十分接近。稀土元素的含量沿沉积物岩心的垂直分布呈现出随深度轻微增大的趋势。页岩标准化的稀土元素配分模式相对平缓 ,Ce有轻度负异常 ,表明沉积物稀土元素除了陆源物质以外 ,也存在生物沉积作用的来源。稀土元素与指示陆源的元素Al具有良好的正相关关系 ,相对于地壳丰度所计算的富集因子接近于 1 ,进一步说明楚科奇海沉积物中的稀土元素以陆源物质输入为主 ,通过江河携带入海 ,最后随碎屑物质、悬浮物而沉积下来 ,并保持一种稳定的沉积状态。 相似文献
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Three-dimensional distribution analysis of phosphorus content of limestone through a combination of geostatistics and artificial neural network 总被引：1，自引：0，他引：1
One of the factors that determines the suitability of limestone for industrial use and its commercial value is phosphorus
(P) content, i.e., the weight percentage of phosphorus contained in small quantities of limestone. Because P content changes
locally, geostatistical techniques including semivariogram, ordinary kriging, and conditional indicator sequential simulation
were used in this study to identify the spatial correlation of P content and to estimate its three-dimensional distribution
in an open-pit mine. The P content data at 43,000 points of five different bench levels were analyzed. It was found that the
horizontal semivariograms produced by using the data at the same bench level show anisotropic behavior and are represented
by the sum of two spherical models with different ranges and sills. The twelve vertical semivariograms were also constructed
from P content in boring cores. After these semivariograms were classified into four types, a multilayered neural network
was applied to clarify the horizontal distribution of each one. One of the twelve semivariograms was assigned to an arbitrary
grid point in the study area by the criterion that its type is the same as the one estimated at the point and the borehole
site producing the semivariogram is the nearest to the point. With this technique, ordinary kriging combined with the semivariogram
of borehole data provided a proper estimation of P content in the depth direction. 相似文献
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J.F. Conley 《International journal of geographical information science》2013,27(4):657-680
Although there are many algorithms and statistical tests to detect clustering of geographical phenomena, such as disease cases, the follow-up task of analyzing the cluster to explain its existence and mitigate the cluster is generally left to the researcher. These cluster detection methods are useful only for part of the process of identifying, understanding, and mitigating disease clusters. This research develops and presents a computer program that uses the information about the shape of the cluster to evaluate the hypotheses about potential causes. To achieve this, the shapes of the clusters are represented by image moment invariant statistics developed in the field of computer vision, and these shape statistics are compared against a database of moment invariants of shapes representative of several geographical processes, such as diffusion along roads and wind diffusion. Experiments using simulated data of different types of disease transmission were carried out, and the ability of the program to accurately classify the different types of diffusion demonstrates the viability of this approach to automated cluster analysis. 相似文献