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。     

层控夕卡岩型矿床成矿系统的元素活动性及质量迁移--以铜陵冬瓜山铜矿床为例

应用改善了的质量平衡方程研究冬瓜山层控夕卡岩型铜矿床成矿系统的元素活动性及质量迁移，结果表明：系统中Zr,Hf,Y和Nb为不活动元素，其余均为活动元素。主量元素中仅CaO为迁出组分，其质量迁移量为84％，其余均为带入组分，带入量最大的SiO2的质量迁移量高达2384％；稀土元素均为带入组分，其中，中稀土较轻稀土和重稀土的活动性更强；其它微量元素中，带入序列由强到弱为：Cr→Ta→Sn→Th，迁出序列由强至弱依次为：U→Sb→Ni—Sr→Ba→Bb→Co→W；成矿元素Cu和Ag为带入组分，其中Cu的带入量最大，质量迁移量高达1200％。本文还得出两点具普适性认识：①稀土元素较其它微量元素对体系条件的变化更为敏感，且往往表现出明显的规律性变化，能更好地示踪地质地球化学过程。②不同元素在不同体系中的行为特征差异极大，仅凭经验判定某一元素为不活动元素往往不可靠。因此，在开展质量平衡研究时，首先采用适当方法确认体系的不活动元素是一项不可或缺的前提工作。     

镜泊湖地区水体的同位素、元素地球化学特征及地下热水储存状态分析

依据镜泊湖地区水体的同位素、水化学及微量元素中子活化分析资料，详细阐述了各采样点水体的来源、补给相对高程和它们之间可能的水力联系，以及有关的地热信息；分析了区内地热资源的有利地质背景条件研究区地处深大断裂及岩浆喷发带，火山喷发一直延续至第四纪全新世，有充分的热源供给；区内上部为较厚的玄武岩覆盖，有利于储存地热；下部白垩系上统为主要含水层，发现有广泛分布的典型木／岩热蚀变产物——斜发沸石，进而证明存在地下热水的可能性。     

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。     

云南白秧坪银多金属矿床微量元素地球化学特征

云南白秧坪银多金属矿床是滇西兰坪盆地内新发现的矿床，属东特提斯—喜马拉雅成矿域的一部分。矿床主要产于下白垩统景星组石英砂岩、粉砂岩中。本文从微量元素地球化学研究入手，与滇西喜马拉雅期富碱岩体相比较，它们具有相同的物质来源区，这种源区被认为是壳—幔物质混合的一种“EMⅡ型”富集地幔源。