人工神经网络在岩体质量分级中的应用

结合四川省金沙江某水电站工程实例，应用BP人工神经网络方法建立3层BP网络模型，选取岩石单轴抗压强度等6个影响因素为输入变量，对坝基复杂岩体进行质量分级。通过机算机Visual C 语言编程实现神经网络模型，进行网络的学习和运算。以神经网络合理结构分析方法选取合理结构，确定合理隐层单元的数量，提高网络测试的精度。对测试结果的分析发现，经过优化的BP网络模型经多次学习后，测试精度提高，结果可靠，取得较好的实际应用效果。     

新疆天山表壳元素地球化学特征

根据天山地区(42～44^oN，81～89^oE)1：20万，七探采集的900余个岩石样品的分析结果，基于全样本统计和迭代剔除方法，得到新疆天山地区表壳(出露地壳)的39种元素丰度值；对其中的SiO2、TiO2、Al2O3、TFe2O3、MgO、MnO、CaO、Na2O、K2O、P2O5 10种常量元素，按氧化物之和为100％进行归算。与全球大陆上地壳元素丰度值相比，天山地区表壳元素丰度富集SiO2、MnO和Ag、As、Hj、Sb元素，明显亏损CaO和。Be、Co、Cr、Ni、Mo、Sn，V、W等元素。从元素比值来看，该区表壳的Ba/La、K／La、K／Th、Nb/La、Th/La、Y／La值与全球大陆上地壳相应元素值相当；而K／Na、La／As、La／Sb值明显低于全球大陆上地壳。该区表壳化学成分相当于花岗闪长岩，同时表现出相对富钠和As、Sb元素的特征；这一地球化学特征与区内出露的表壳岩石主要是加里东期和海西期岛弧造山作用的产物有关，相对富钠的成分特征与岛弧岩浆活动中的Adakite质岩浆作用有关。     

Pollution history and recovery of a boreal lake exposed to a heavy bleached pulping effluent load

We examined the effects of heavy pulp mill discharges on the Lake Lievestuoreenjärvi ecosystem and the later recovery of diatom and chironomid communities from age-dated short core samples. Beginning in 1927 the lake received a heavy effluent load from a sulphite pulp mill. Except for the recession during the Second World War and the temporary closure of the mill from 1967 to 1971, the industrial load, containing large quantities of nutrients, organic matter and toxic compounds, increased continuously. In the early 1980s, laboratory documents were falsified by the directors of the mill and the systematic illegal effluent overload led to a collapse of the whole lake ecosystem. In 1985, the outdated plant was finally closed down. Based on the assessment of chemical properties and biological remains of the sediment, we distinguished five developmental phases in the ecological state of the lake. In the pre-industrial phase, the pelagic and profundal benthic communities were dominated by species preferring ultraoligotrophic or oligotrophic lakes. Concomitant with the increasing discharge and deposition of chlorine compounds, resin acids, and mercury, as well as strong acidity and hypolimnetic and epilimnetic anoxia, the ecological status changed in a short period from excellent to bad. Finally, in the early 1960s, the majority of the lake was virtually dead and the aquatic life survived only in the uppermost littoral zone. Since 1985, a fast recovery in the water quality has led to a strong, but temporary eutrophy in pelagic communities. The main peak of eutrophication was caused by the invasion of a species new to the lake,Aulacoseira granulata var.angustissima. Later, the pelagic communities shifted towards oligotrophy, but the original, pre-industrial status has not been re-established. The profundal benthic communities have not achieved the pre-industrial structure, but at present indicate mesotrophy.     

Soil respiration in tropical seasonal rain forest in Xishuangbanna, SW China

With the static opaque chamber and gas chromatography technique, from January 2003 to January 2004 soil respiration was investigated in a tropical seasonal rain forest in Xishuangbanna, SW China. In this study three treatments were applied, each with three replicates: A (bare soil), B (soil+litter), and C (soil+litter+seedling). The results showed that soil respiration varied seasonally, low from December 2003 to February 2004, and high from June to July 2004. The annual average values of CO2 efflux from soil respiration differed among the treatments at 1% level, with the rank of C (14642 mgCO2· m-2. h-1)＞B (12807 mgCO2· m-2. h-1)＞A (9532 mgCO2· m-2. h-1). Diurnal variation in soil respiration was not apparent due to little diurnal temperate change in Xishuangbanna. There was a parabola relationship between soil respiration and soil moisture at 1% level. Soil respiration rates were higher when soil moisture ranged from 35% to 45%. There was an exponential relationship between soil respiration and soil temperature (at a depth of 5cm in mineral soil) at 1% level. The calculated Q1o values in this study,ranging from 2.03 to 2.36, were very near to those of tropical soil reported. The CO2 efflux in 2003was 5.34 kgCO2· m-2. a-1 from soil plus litter plus seedling, of them 3.48 kgCO2· m-2. a-1 from soil (accounting for 62.5%), 1.19 kgCO2· m-2. a-1 from litter (22.3%) and 0.67 kgCO2·m-2. a-1 from seedling (12.5%).     

山东诸城地区下白垩统一新类型鸟类足迹

1931年,Mehl报道的来自Dakota Group的Ignotornis mcconnelli是第一个被广泛接受的中生代鸟类足迹。目前,亚洲、北美洲、欧洲、非洲和南美洲都有白垩纪鸟类足迹的报道,尤其以东亚地区最为丰富。山东诸城张祝河湾恐龙足迹点保存了一枚完整的鸟类足迹,本文对该鸟类足迹进行了详细描述与对比。研究认为,该鸟类足迹区别于以往发现的鸟类足迹,根据其形态建立了新种：玲珑诸城鸟足迹Zhuchengornipes exquisitus。玲珑诸城鸟足迹造迹者可能为滨鸟类,形成于干旱气候下的滨浅湖环境。     

滇东南官房钨矿床矽卡岩矿物学特征及其地质意义

官房钨矿床位于滇东南薄竹山W多金属矿集区,是近年来新发现的大型白钨矿床。矽卡岩多产于层间破碎带,呈似层状、透镜状和脉状,一般不与花岗岩体接触而形成远端矽卡岩（深部揭露有少量产于接触带）,矽卡岩矿物发育。为进一步查明矽卡岩矿物学和矿物化学特征,揭示矽卡岩形成环境,探讨矽卡岩与矿化类型之间的关系,笔者采集了KT3近端矽卡岩与KT5远端矽卡岩进行对比,通过开展系统的矿物学镜下观察,利用EMPA进行石榴子石成分分析,LA-ICP-MS对典型的矽卡岩矿物进行了单矿物分析。研究表明,官房钨矿床矽卡岩属典型钙质矽卡岩,矽卡岩矿物主要有石榴子石、辉石、符山石等,其中石榴子石为钙铝榴石-钙铁榴石系列,辉石为透辉石-钙铁辉石系列,符山石属普通符山石。由近端矽卡岩向远端矽卡岩,石榴子石主要成分由钙铝榴石向钙铁榴石转化;辉石几乎全部为透辉石向透辉石、钙铁辉石的组合转化,石榴子石与辉石的特征表明矿床的矽卡岩由还原型矽卡岩转为氧化型矽卡岩;KT5形成条件较KT3氧逸度更高,两者流体交代方式以扩散交代为主。石榴子石、辉石端员组分及Mn/Fe、Mg/Fe比值稍高的特征,综合指示其矿化类型属于铁铜锌等多金属矿化类型;符山石中较低的w（W）可作为钨矿找矿标志。     

Detection of a high-confidence quasi-periodic oscillation in radio light curve of the high redshift FSRQ PKS J0805–0111

In this work,we have searched for quasi-periodic oscillations(QPOs)in the 15 GHz light curve of the FSRQ PKS J0805-0111 monitored by the Owens Valley Radio Observatory(OVRO)40 m telescope during the period from 2008 January 9 to 2019 May 9,using the weighted wavelet Z-transform(WWZ)and the Lomb-Scargle Periodogram(LSP)techniques.This is the first time to search for a periodic radio signal in the FSRQ PKS J0805-0111 by these two methods.Both methods consistently reveal a repeating signal with a periodicity of 3.38±0.8 yr(>99.7%confidence level).In order to determine the significance of the periods,the false alarm probability method was applied,and a large number of Monte Carlo simulations were performed.As possible explanations,we discuss a number of scenarios including the thermal instability of thin disks scenario,the spiral jet scenario and the binary supermassive black hole scenario.We expect that the binary black hole scenario,where the QPO is caused by the precession of binary black holes,is the most likely explanation.FSRQ PKS J0805-0111 thus could be a good binary black hole candidate.In the binary black hole scenario,the distance between the primary black hole and the secondary black hole is about 1.71×10¹⁶ cm.     

地勘施工企业工程项目索赔及其案例

工程项目索赔在发达国家已有数十年的历史, 我国也在10多年前引入索赔概念,并在一些大中型建设项目中开始兴起.地勘施工企业不善于索赔、不敢于索赔,使并非自己原因造成的损失得不到补偿,影响到项目及企业的经济效益.指出施工企业要在提高索赔意识、掌握索赔内容、把握重点环节、正确运用费用计算方法、合理利用技巧等5个方面下功夫,索赔方能成功.     

Marine hazards in coastal areas and human action against them—A case study of the Changjiang River estuaries and Qiantang River

China's eastern coastal area marine hazards (storm surge, erosion and deposition by tidal currents and seawater intrusion) and the history, present situation, experiences and problems of inhabitants in their fight against marine hazards are discussed in this paper, which also suggests counter-measures against, and scientific and rational management of, coastal area marine hazards in order to protect the coastal and estuarine ecosystems.     

Attribution of trends in meteorological drought during 1960–2016 over the Loess Plateau,China

This study uses two forms of the Palmer Drought Severity Index(PDSI), namely the PDSI_TH(potential evapotranspiration estimated-by the Thornthwaite equation) and the PDSI_PM(potential evapotranspiration estimated by the FAO Penman-Monteith equation), to characterize the meteorological drought trends during 1960–2016 in the Loess Plateau(LP) and its four subregions. By designing a series of numerical experiments, we mainly investigated various climatic factors' contributions to the drought trends at annual, summer, and autumn time scales. Overall, the drying trend in the PDSI_TH is much larger than that in the PDSI_PM. The former is more sensitive to air temperature than precipitation, while the latter is the most sensitive to precipitation among all meteorological factors. Increasing temperature results in a decreasing trend(drying) in the PDSI_TH, which is further aggravated by decreasing precipitation, jointly leading to a relatively severe drying trend. For the PDSI_PM that considers more comprehensive climatic factors, the drying trend is partly counteracted by the declining wind speed and solar radiation. Therefore, the PDSI_PM ultimately shows a much smaller drying trend in the past decades.