BP、Hopfield神经网络在位场反演中的应用比较

比较了BP、Hopfield二种神经网络模型的特性及其运行机制,分别用于位场反演,还比较了各自在位场反演中的应用效果。结果表明:这二种神经网络模型虽然都可用于位场反演,但由于Hopfield网络缺乏学习能力,不能较好地利用已知地质、地球物理信息而受到限制。而BP神经网络具有较强的学习能力,能从已知的信息中得到有利于解决最优化问题的结论,比Hopfield神经网络更加适合于位场的反演问题。     

安溪雷暴24h潜势预报模型研究

利用安溪县国家气象站2004年至2015年的雷暴观测资料,分析了安溪县雷暴的气候特征及环境背景分类。并根据雷暴活动特征及雷暴天气产生的环境场条件,诊断和分析T639数值模式输出产品与雷暴观测资料的相关性,对41个相关因子做显著性检验,挑选相关性较好的9个因子做分析。对9个预报因子进行0,1化处理并进行逐步回归,最后选取850hPa垂直速度、850hpa假相当位温、700hPa温度、K指数、850hPa比湿等5个因子,建立雷暴潜势预报方程。利用2015年至2017年T639模式资料进行回代分析评估,发现当雷暴概率预报Y值>0.6时,雷暴预报准确率最高,达85.60%,且漏报率、空报率很低。再以2018年T639数值模式资料对雷暴潜势概率进行计算评估,准确率为83.84%,漏报率为5.75%,空报率为10.41%。由此可见,基于T639数值产品的雷暴潜势方程可以为安溪县雷暴天气的预警预报和防雷减灾服务提供客观的参考和依据。     

中亚陆间区南带上古生界构造和油气远景（代序）

安加拉-阿尔丹和华北-塔里木两大克拉通之间地壳相对活动性的地区,地质界多称为中亚陆间区,其南带大部分在中国境内。近年来,中国开始把其上古生界作为油气新区、新领域。多数人认为,其在晚古生代已形成过渡型地壳区,其中有许多地块已逐步拼合,在其上发育裂谷型沉积地质体,未受到区域变质,若干实体变形微弱并被上覆层掩盖而得到保存。源于上古生界的油气既可赋存在其内,也可运聚于中生界或基岩内,在其西段已发现了大中型油气田群。但其整体地质研究程度偏低,仍有许多重大区域地质、油气地质问题存在歧见。针对其近年来的进展、存在的问题和油气远景评价作了概括性的评论。     

Critical conditions for natural gas charging and delineation of effective gas source rocks for tight sandstone reservoirs

Although it has been shown that the potential of tight‐sand gas resources is large, the research into the mechanisms of hydrocarbon charging of tight sandstone reservoirs has been relatively sparse. Researchers have found that there is a force balance during hydrocarbon charging, but discriminant models still have not been established. Based on the force balance conditions observed during gas migration from source rocks to tight sandstone reservoirs, a calculation formula was established. A formula for identifying effective source rocks was developed with the gas expulsion intensity as the discrimination parameter. The critical gas expulsion intensity under conditions of various burial depths, temperatures, and pressures can be obtained using the calculation formula. This method was applied in the Jurassic tight sandstone reservoirs of the eastern Kuqa Depression, Tarim Basin, and it was calculated that the critical expulsion intensity range from 6.05 × 10⁸ m³/km² to 10.07 × 10⁸ m³/km². The critical gas charging force first increases with depth and later decreases with greater depths. The distribution range of effective gas source rocks and total expelled gas volume can be determined based on this threshold. This method provides new insight into and method for predicting favourable tight‐sand gas‐bearing regions and estimating their resource potentials. Copyright © 2014 John Wiley & Sons, Ltd.     

内蒙古阿巴嘎萨茹塔拉地区地球化学异常特征及成矿潜力分析

萨茹塔拉是内蒙古中部近年来发现的具有较好找矿潜力的钼-铜-金矿化区。文章在1∶5万水系沉积物测量的基础上,结合区域地质背景特征,从单元素异常、异常元素组合特征等方面对该地区已发现的多处金、钼等矿床、矿点进行初步分析,结果表明已知矿床大部分位于矿致异常浓集中心,多元素组合异常套合较好,并指示了多处同样具有找矿前景的异常浓集中心。二叠系是赋矿有利层位;频繁的岩浆活动不但提供了成矿物质,而且使地层中的成矿元素进一步富集,并在构造有利部位成矿。     

青海省天峻县木里煤田煤层气有利区块的 多层次模糊数学评判

对影响煤层气勘探开发潜力的各种因素进行了综合研究,确定了煤层气勘探开发潜力评价的3个二级指标(生气潜力、储层物性和封盖性能)及对应的三级指标。采用模糊数学方法对各级因素指标赋予权重,建立了用于煤层气勘探开发潜力评价的多层次模糊数学评判模型。利用该模型,对青海木里煤田中低煤阶煤层气资源勘探开发潜力进行了评价,认为江仓矿区是木里煤层气勘探开发的最佳试验区。所建立的评价体系可以作为中低煤阶煤层气资源开发潜力评价的参考体系。     

Foliation fields and 3D cartography in geology: Principles of a method based on potential interpolation

A modeling method that takes into account known points on a geological interface and plane orientation data such as stratification or foliation planes is described and tested. The orientations data do not necessarily belong to one of the interfaces but are assumed to sample the main anisotropy of a geological formation as in current geological situations. The problem is to determine the surfaces which pass through the known points on interfaces and which are compatible with the orientation data. The method is based on the interpolation of a scalar field defined in the space the gradient in which is orthogonal to the orientations, given that some points have the same but unknown scalar value (points of the same interface), and that scalar gradient is known on the other points (foliations). The modeled interfaces are represented as isovalues of the interpolated field. Preliminary two-dimensional tests carried-out with different covariance models demonstrate the validity of the method, which is easily transposable in three dimensions.     

泉州市潜在地质安全隐患点特征与防治研究

以地质灾害实地调查成果为依据,总结了泉州市潜在地质安全隐患点的分布特征,在分析成因和风险基础上,立足地质灾害防治实践,重点针对农村房前屋后高陡边坡,探讨了具体防治对策。泉州地处福建省东南沿海,属亚热带海洋性季风气候,境内大部分地区属中低山丘陵区,地貌类型复杂多样,地处构造一岩浆发育区,区域地质环境比较脆弱,加上人类工程活动强烈,地质灾害发生较为频繁[1]。近年来,随着泉州市城乡经济以较快的速度发展,国土资源开发的强度不断加大,大量的不合理的工程建设活动进一步加剧,形成了数量众多的潜在地质安全隐患点,其中以农村房前屋后高陡边坡为主。     

基于生物可利用性与宽浓度范围的Hakanson潜在生态风险指数法的创建——以小秦岭金矿区农田土壤为例

Hakanson潜在生态风险指数法是土壤重金属潜在生态风险评价的一种常用方法,研究与实践证明其有效性的同时,也发现了其不足之处:忽略了土壤重金属不同形态之间潜在生态风险的差异,且只重视重金属含量高于参考值时的生态风险,而对低于参考值时的情况没有给予考虑,以致特定情况下的评价结果不能很好地反映实际生态风险,因而有必要创建适用性更广的Hakanson潜在生态风险指数法。为此,基于全过程控制优化的思想,引入了生物可利用性毒性系数,并将修正浓度与参考值差值引入计算公式,创建了基于生物可利用性与宽浓度范围的Hakanson潜在生态风险指数法,实现了对重金属不同形态风险贡献的差异及重金属浓度低于参考值情况下潜在生态风险的准确把握。以小秦岭金矿区为典型区域,辅以对采集土样重金属总量及5种形态含量的分析,开展案例研究。结果表明,基于生物可利用性与宽浓度范围的Hakanson潜在生态风险指数法能客观地揭示土壤重金属的潜在生态风险,具有更大的适应性,是一种有效的潜在生态风险评价方法。     

Stabilization of Expansive Clays Using Granulated Blast Furnace Slag (GBFS) and GBFS-Cement

Expansive clays undergo swelling when subjected to water. This can cause damage, especially to light weight structures, water conveyance canals, lined reservoirs, highways, and airport runways unless appropriate measures are taken. In this study, granulated blast furnace slag (GBFS) and GBFS-cement (GBFSC) were utilized to overcome or to limit the expansion of an artificially prepared expansive soil sample (sample A). GBFS and GBFSC were added to sample A in proportions of 5–25% by weight. The effects of these stabilizers on grain size distribution, Atterberg limits, swelling percentage and rate of swell of soil samples were determined. GBFS and GBFSC were shown to successfully decreasing the total amount of swell while increasing the rate of swell.