LM-BP神经网络在震后建筑损失评估模型中的应用

当前震后建筑经济损失评估模型得到的震后建筑经济损失评估精确度、效率低,针对单一神经网络易产生局部极值等问题,对神经网络方法进行了改进,提出LM-BP神经网络在震后建筑损失评估模型中的应用。输入样本要素为影响震后建筑经济损失的5项因素,输出样本是震后建筑经济损失评估结果,在此基础上采用LM-BP神经网络将训练转化成最小二乘问题,结合LM算法重新定义隐含层节点数量,构建基于LM-BP的神经网络震后经济损失评估模型,采用该模型获取最优震后建筑经济损失评估结果。仿真实验结果表明,所设计的评估模型最小评估误差为0.1%,相比同类模型具有高精确度的优势,是一种可靠的震后建筑经济损失评估模型。     

抗震约束下大跨度空间钢结构设计中支吊架的合理选取

大跨度空间钢结构设计中,合理选取支吊架对建筑的抗震性有着重要的影响,当前设计过程中未考虑支吊架组合后的抗震性能。综合选取适用于大跨度空间钢结构的支吊架结构,使其具有更优的抗震性能。首先给出目前应用较多的三种结构,其次给出一定的抗震约束条件,如承载力、应力应变与拉伸变形等。在条件约束下,给出具有抗震能力的支吊架选取模型并给出具体计算示例,选取和组合具有一定抗震能力的大跨度空间钢结构支吊架。结果表明,相较于传统的随机支吊架选取方式,具有抗震能力的模型下支吊架核心钢结构抗震水平明显提升。     

Effects of climate change and human activities on runoff and sediment inputs of the largest freshwater lake in China,Poyang Lake

The nonparametric Mann-Kendall test and the Pettitt test were employed to examine the change trends and shifts of runoff and sediment input to Poyang Lake between 1961 and 2013. Water balance and linear regression models were used to evaluate the impacts of climate variability and human activities on the runoff and sediment discharge changes. The results showed that runoff inputs to the lake had insignificant temporal trends and change points, while sediment inputs had significant decreasing trends, with an abrupt change in 1989. Quantitative assessment demonstrated that human activities led to a small decrease (5.5%) in runoff inputs to the lake, and a dramatic (121.4%) decrease in sediment inputs to the lake between the reference period (before the change point) and the human-influenced period (after the change point). This work provides a useful reference for future policy makers in water resource utilization and environmental safety of the Poyang Lake basin.     

A new method for determining weathering rates in weathering pits

Determining the rates of rock weathering is difficult because, firstly, the weathering rate of rocks is usually so slow that it is difficult to measure; secondly, it is also difficult to determine the start time and duration of weathering. The Shanxi River Valley in Fujian, China dried up after a reservoir was built upstream in 1959, and became a stone quarry site. Quarrying ceased in 1977, so a large amount of quarry wastes with artificially excavated surfaces were left in the valley. The concave-upward curved rocky surface, broken by manual excavation, easily contains rainwater in its central part, which was easily weathered into a more concave surface. Plaster mould casting was performed in situ on such a concave surface of an excavated stone rock in the valley and scanned with a high-precision 3D scanner to obtain 3D data of the concave-upward rock surface and its more concave middle part, which was considered as an initial weathering pit. The 3D model provided an in-depth understanding of the initial formation process of weathering pits, indicating that: (1) the average weathering rate of a weathering pit is 10.8 ± 0.49 cm ka⁻¹; (2) weathering pits are generally formed by standing water in depressions on a flat near-horizontal rock surface due to weathering actions involving water; (3) the deepening rate of a weathering pit is about four times greater than that of the surrounding area; (4) the growth of a weathering pit can begin in some small concavities on the flat rock surface without pre-existing depressions and gradually expands; (5) a weathering pit is generally wider than deep or with a flat bottom due to expansion with a lateral weathering rate that is greater than that of the vertical, and the lamination of the host rock is not necessary for the formation of flat-floored weathering pits. © 2020 John Wiley & Sons, Ltd.     

宁夏南部干旱-半干旱黄土梁峁区生态环境调查与生态建设模式——以西吉县城郊乡和马建乡生态环境调查为例

宁夏南部黄土高原区严重的水土流失、土地退化对当地的生产、生态、社会发展、人民生活带来极大的困难和危害,因此如何开展生态建设、促进社会经济发展,成为当地政府最为紧迫的任务之一。西吉县城郊乡和马建乡是干旱-半干旱黄土梁峁区典型代表地区,部分地区已经失去了依靠自身力量进行生态恢复和发展的可能性,因而需要在调查研究的基础上,制定合理的规划和生态建设模式,针对性的增加外部投入,进行生态重建。本文在对西吉县城郊乡和马建乡开展生态地质调查的基础上,分析研究了宁夏南部干旱-半干旱黄土梁峁区的主要生态环境问题,依据该区地质、地貌、气候、植被条件,初步总结了该地区适宜的生态建设模式,即高效生态农业建设模式,经济林园艺化管理的农果复合型生态农业建设模式,草灌（木）和畜牧业林木型生态农业模式,林草、林灌（木）和草灌（木）相互结合生态模式。     

应急指挥大厅空间和环境保障设计

一个复杂系统的安全、稳定运行,需要多方面的条件提供保障。本文根据国家有关标准、应急救灾系统的需求、实际工作的经验,主要论述在应急救灾指挥系统建设中,为系统运行提供保证的空间、环境方面的设计,内容包括场地布局、消防、供电、环境(新风、温、湿度)控制、照明、装饰装修等。     

软弱破碎围岩双连拱隧道安全施工与监测

针对软弱破碎Ⅱ类围岩双连拱隧道采用三导洞施工方法的特点,阐述了其安全施工技术要点,实际施工中,就其监测内容及监测结果进行了实时分析,为隧道安全施工提供了依据,长期监控量测结果表明,该隧道结构是安全的,达到了围岩与支护结构体系安全与稳定的要求,所采用的安全施工措施以及信息化施工方法对类似工程具有指导和借鉴意义.     

开发利用岩溶地下水为贵州经济和社会发展服务

贵州省岩溶分布面积占国土面积的61.9%。岩溶(喀斯特)干旱比较严重。岩溶分布区地下水资源丰富,但开发利用不够,还有很大开发利用潜力。贵州应重视地下水的开发利用,为贵州的经济和社会发展提供基本保障。     

浅析提升测绘质量建设的几点做法

结合作者多年从事测绘生产与管理实践经验,对如何抓好质量建设做了深入的分析与思考,从文化、制度、人员、管理和创新5个方面入手,阐述了质量理念、体制机制、业务能力、指导验收、创新方法在质量建设中的作用.