三层BP网隐层节点数确定方法的研究

对确定三层ＢＰ网络隐层节点数的理论依据和现有做法进行了研究,提出了一种三层ＢＰ网络隐层节点数的双向确定法     

浙江省海宁市TM图像土地利用自动分类精度评价方法的试验研究

按照国家土管局土地利用现状分类标准,利用叠合的海宁市长安镇１∶１万同时期土地详查电子地图的全域地面实况数据,在遥感图像处理常规分类方法的范畴内,采取最大程度利于提高分类精度的措施,所得的分类精度上限为６５％。研究表明,通常在试验区的小块局部中选择训练样本和选择评价分类精度的参考像元,对精度评价有显著影响,参考像元质量和数量的限制很可能是这些年来一些同类研究报道了较高分类精度结果的主要原因     

Bootstrapping: A Fast Way to Simulate QTz Curves

The aim of this paper is to present a fast method based on bootstrapping, for simulating recoverable reserves for input to financial Monte Carlo simulations. In mining, the three parameters defining recoverable reserves are the cutoff grade, z, the ore tonnage above cutoff, T, and the metal quantity above cutoff, Q. After introducing the concept of 3-dimensional QTz curves, the statistical technique called bootstrapping is reviewed and applied to a set of South African gold grades. As selective mining is carried out on blocks not points, these curves have to be calculated for blocks. The QTz curves obtained by bootstrapping are compared to those obtained by conditionally simulating the same deposit. The procedure has been extended to incorporate geologists' ideas of the likely size of the ore volume. Lastly, the recoverable reserves obtained by bootstrapping are compared with those obtained by traditional risk analysis (base case ± 10% or 20%).     

Empirical Relationships for Debris Flows

The assessment of the debris flow hazard potential has to rely on semi-quantitative methods. Due to the complexity of the debris-flow process, numerical simulation models of debris flows are still limited with regard to practical applications. Thus, an overview is given of empirical relationships that can be used to estimate the most important parameters of debris-flow behavior. In a possible procedure, an assessment of a maximum debris-flow volume may be followed by estimates of the peak discharge, the mean flow velocity, the total travel distance, and the runout distance on the fan. The applicability of several empirical equations is compared with available field and laboratory data, and scaling considerations are used to discuss the variability of the parameters over a large range of values. Some recommendations are made with regard to the application of the presented relationships by practicing engineers, apart from advocating field reconnaissance and searching for historic events wherever possible.     

On the choice of data transformation for modelling time series of significant wave height

Autoregressive models have been shown to adequately model the time series of significant wave height. However, since this series exhibits a seasonal component and has a non-gaussian nature, it is necessary to transform the series before a model can be fit to the data. Two different transformations that have been used in earlier work are shown not to be appropriate for all types of applications. A third transformation is proposed here, which combines the better features of the two earlier ones and which is appropriate for simulation work. This is demonstrated with an example of a series from Figueira da Foz, a location of the Portuguese Coast.     

位置不确定性与属性不确定性的场模型

不确定性是自地理信息系统发展与应用以来一个引起关注的课题。位置不确定性与属性不确定常常不加区分地被看作是可以单个讨论的问题。本文将借助场的概念和模型使二者得以统一的描述和分析;对于明确定义的离散目标,二者虽然可分别讨论,但却在数学上有着联合的基础;对于非明确定义的地理现象,二者以连续体的形式而存在,位置不确定性可以作为属性不确定性的空间映射而提取出来。     

IPCC科学评估报告研究进展

各国政府间气候变化专门委员会（ＩＰＣＣ）第一工作组（ＷＧ１）在１９９０年和１９９５年先后出版两次科学评估报告,并且在１９９２年还出版了对第一次报告的补充报告．现在,ＩＰＣＣ又准备在２００１年出版第三次科学评估报告．本文着重分析与介绍近１０年来ＩＰＣＣ科学评估报告的研究进展．     

关于提高铜陵地区地质找矿的几点认识

铜陵地区虽然矿产资源丰富,成矿条件良好,但目前找矿的难度越来越大。笔者认为,要提高铜陵地区地质找矿的效果,就要根据本区的成矿规律,开展综合地质找矿,要进一步研究各矿田（床）的地质特征,继续提高铜陵地区的地质研究程度,充分运用现代成矿学新理论指导找矿,并大胆的用探矿工程加以验证。     

地震人员伤亡的动态评估

引入了初始人员伤亡矩阵的概念,并借助于几个概念分布函数确定了砖砌体系结构的初始人员伤亡矩阵,建立了地震人员伤亡动态量化以在方法,并以唐山地震为例使用该方法进行再评估,得到了一些应用结果。     

公路桥梁地震易损性和震后恢复过程

采用专家调查的方式,统计的我国各种主要公路桥梁在不同烈度的地震发生后可能遭受的结构破坏和功能损失,以及地震发生后所需要的恢复时间。通过分析,给出了大、中、小种规模的斜拉、悬索、板梁式和拱式桥梁的结构破坏概率矩阵、设施损失率、功能损失率分布、损失功能恢复所需要的时间和桥梁在遭受破坏期间所损失的工作日数,并将研究结果与唐山地震之后的实际调查结果进行了对比,得到了一些有益的结果。