Sensitivity Analysis of a Feedforward Neural Network for Considering Genetic Mechanisms of Kuroko Deposits

Exploration for volcanogenic massive sulfide deposits of the kuroko-type is underway in many places. Clarifying the spatial patterns of the metals in kuroko deposits will be useful for understanding their genetic mechanisms and for future exploration of such types of deposits. This study represents a spatial distribution analysis on the contents of principal metals of kuroko deposits: Cu, Pb, and Zn, in the Hokuroku district, northern Japan, by a feedforward neural network and 1917 sample data at 143 drillhole sites. The network, which consists of three layers, was trained by the principle of SLANS in which the numbers of neurons in the middle layer and training data are changed to improve estimation accuracy. Using the weight coefficients connecting adjacent neurons, sensitivity analysis of the neural network was carried out to identify factors influencing spatial distributions of the three metals. The coordinates depth (z) direction, Bouguer gravity, and specific lithology such as dacite were determined to be influencing factors. The high frequency of the z coordinate signifies that the metal contents differ to a large extent by depth. The sensitivity vector was defined using sensitivity coefficients for x, y, and z coordinates of an estimation point. We determined that the directions of large vectors were different inside and outside of the Hanawa-Ohdate area. This characteristic is considered to originate from the differences in the permeability of fractures that became the paths for rising ore solutions, and the depths that the solutions mixed with sea water.     

Present land use and cover patterns and their development potential in North Ningxia

With the objectives to acquire the fundamental data of the territorial resource, understand the impacts of human activities on the land use and cover patterns and evaluate the potential of the future exploitation, an intensive land cover classification with an accuracy of 93% has been completed for North Ningxia by remote sensing technique based on the adoption of a combination method composed of texture training, maximum likelihood classification and post-processing such as re-allocation and aggregation. This classification result was incorporated with the contemporaneous socio-economic and meteorological data for cross-sectional regression modelling to reveal the spatial determinants of the land cover patterns and understand the human-environmental relationships. A tentative evaluation on the potential of soil exploitation in the near future was carried out in combination with our land use and cover change detection results aiming at supplying some useful references for the central and local governments in their sustainable land use planning.     

醋酸丁酯萃取-无火焰原子吸收法测定化探样品中痕量金

在KBr存在下,用小体积醋酸丁酯萃取金后,用无火焰原子吸收法测定化探样品中痕量金的分析方法较化学富集光谱法具灵敏度高(检出下限可达0.05×10-9)、精度好、简便快速、成本低等优点.通过批量化探样的检验,证明该方法足已满足化探样品对金的测定要求.     

硬玉的差热分析和紫外荧光光谱研究

通过对缅甸硬玉的差热分析和紫外荧光光谱研究，发现不同颜色硬玉的紫外荧光谱中的617nm处的谱峰，可能是Cr引起的；对不同颜色硬玉进行的差热分析表明，其熔融温度略有不同，说明其生长环境有一定差异，而硬玉也可能是较好的耐热材料，具一定的开发潜能。     

ARL9400型X荧光光谱仪探测器高压部分故障分析与维修

简述了瑞士ARL 9400型X荧光光谱仪探测器高压部分的故障现象、分析与处理及维修方法，并给出了维修实例。     

川南S8滑坡体不稳定现象分析与防治

S8滑坡体后壁出露有新鲜滑动面，两侧呈双沟同源，坡体出现大量裂缝，前缘缓慢推移等，充分说明该滑坡体正处于不稳定状态。主要原因是：季节性洪水侵蚀滑坡体，前缘出现了临空面，使前缘支撑作用减弱；滑坡体内裂隙发育，裂隙水动力作用使滑动面抗滑能力降低；邻近采煤区造成的采动裂隙增加了水动力作用。该滑坡体裂隙丰富，保水性差，不利于植物生长；滑坡体边缘不断垮塌造成水土流失，沉积物淤塞下游河谷。防治措施有：在滑坡体后壁修筑排水沟，关闭邻近小煤窑，在前缘冲沟里构筑堡坎以减小水侵蚀作用；在冲沟里构筑拦砂埂，抬高沟底阻止切向侵蚀，以稳定滑坡体前缘。     

姑山铁矿东帮河堤的稳定性分析

基于极限平衡理论，采用以简化毕肖普法为主，费伦纽斯法作为参照的分析方法，对姑山铁矿采矿场东帮及青山河河堤防渗加固后的稳定性进行了分析评价，根据不同的爆破震动大小，得出背水面和迎水面多个安全系数值，取得了较为可靠的分析结果。     

多元回归模型在坝基渗透稳定性预测中的应用

在坝的失事事故中，渗透破坏占了30～40％。坝基渗流长期观测资料是病险土石坝渗透稳定性预测的主要依据。多元回归模型是定量处理观测数据的有力工具。本文根据坝基水文地质特征的差异性以及渗流场的非平面性，将多元回归数学模型应用于坝基渗透稳定性预测中，给出了在计算机上实现的计算算例。通过对陆浑水库的研究分析，对坝基渗透稳定现状及变化趋势的有了进一步认识，成功地解决了影响水库正常运行的坝基渗流问题，为水库投入正常高水位运行提供了详实的依据。其研究成果与其它方法结论一致，从而证明多元回归模型具有较强的实用性。     

用双孔热解石墨管原子吸收法测定微量金

石墨炉原子吸收法在对化探样品微量金的测试过程中存在因载气进入而使待测样品溅出的问题。利用自制的双孔热解石墨管代替普通石墨管可解决上述问题。通过大量的实验证明,仪器在最佳工作条件下,硫脲介质浓度10g·l-1、解脱时间40min时,获得检出限0 10×10-9、加标回收率为98 4%～103 7%的分析结果。     

50a来洮河流域降水径流变化趋势分析

洮河流域 40多年水文实测资料分析表明 ,由于受气候变化及人类活动影响 ,流域降水和径流特征发生了明显变化 ,降水与径流总体呈下降趋势 ,其下降的线性斜率分别为 - 0 .86～ - 1.34mm·a-1和 - 1.5 7～ - 3.36m3·s-1·a-1;而气温呈缓慢上升趋势 ,其上升的线性斜率为 0 0 2℃·a-1.降水的减少和温度的升高已经导致甘南草原荒漠化 ,使许多湿地和湖泊干涸 ;径流的减少和温度增加在近2 0a来有进一步加剧的趋势 .