一种人工神经网络云分类方法的改进与应用

采用2005—2009年FY-2C静止气象卫星可见光和红外自旋扫描辐射计的红外1(IR1)、红外2(IR2) 和水汽 (WV) 亮温资料,选取2449个云分类样本。设计两层嵌套的前向传递后向反馈 (BP) 人工神经网络模型,第1层网络选取IR1,IR2,WV亮温及IR1与WV亮温差和IR2与WV亮温差5个特征量,第2层网络选取特征量IR1与IR2亮温差,两层网络都采用一层隐含层且带有附加动量法的简单网络,降低了网络的冗余度。误差分析表明:嵌套BP人工神经网络模型的分类准确率在中云和薄卷云这两类上分别提高了42.7%和11.3%,整个分类模型的平均平方误差和标准化平均平方误差分别降低了6.1%和44.7%,相关系数提高了3.4%。通过3个个例的对比分析发现,嵌套模型的分类结果比传统模型的分类结果更合理,特别是在中低云和薄卷云的云量和位置分辨能力上有了较大提高。     

采用不同参数化方案对沪宁高速公路浓雾过程的模拟试验

以2006年12月24—27日沪宁高速公路及其周边地区出现的一次罕见持续性大雾为例,采用模式验证方法,研究了采用不同微物理过程和陆面过程参数化方案对浓雾模拟效果的影响。结果表明,对相对湿度等常规气象要素的模拟,各个参数化方案的模拟效果都较好,与实况都有很好的一致性。对直接表征能见度的变量———液态水含量的模拟,各个参数化方案中以微物理过程采用Lin方案,陆面过程采用SLAB方案模拟效果最好,其他方案的模拟效果与实况相比偏差较大。     

杭州市雷电活动特征及雷电灾害区划

利用杭州市1966—2005年雷暴日资料和2008—2009年闪电定位资料,运用ArcGIS空间分析技术结合数理统计方法,分析杭州市雷电活动时空分布特征,并采用地闪密度空间分布与最大地闪强度空间分布的叠置作为雷电风险的主要评价指标,得到杭州市雷电灾害致灾危险性区划。分析结果表明,在时间分布上,杭州市雷暴天气多发生在夏季和午后时段;在空间分布上,杭州市地闪密度较大地区多集中在山脉向阳坡、迎风坡以及大面积水域向陆地过渡的区域。杭州市雷电灾害风险高值区主要集中在上城区、江干区、滨江区、西湖区西部以及淳安县西南部、富阳市大部、余杭区西部、萧山区中部地区。雷电风险高值区主要集中在人口稠密区、工业集聚区、湖边、江边等,这些都可能与气温、空气湿度、地形地貌、建筑物密集密切相关。     

西宁盆地谢家剖面车头沟组底部木化石的发现及其意义

首次在西宁盆地谢家剖面车头沟组底部发现原始埋藏的钙质木化石不仅填补了植物大化石缺失的历史,同时对研究青藏高原东北部的植物生态环境演化和构造运动具有重要意义。通过对木化石埋藏特征、层位地层岩性和沉积环境的综合分析,认为其为近水河岸生长的成年乔木化石,株距3－8米不等,形成具有一定空间结构的植物群落,后期由于附近山地的隆起和该区气候向干旱化发展,植物遭受掩埋后经过石膏的交代作用进而形成硫酸钙质化石,说明该地区气候从中新世早中期开始恶化加剧。     

X射线荧光光谱用人工标准物质的研制

使用高纯物质人工合成的方法,成功研制了4个人工标准物质。该系列标准物质涵盖了钛、钒、锰、铬、钴、镍、铜、锌、砷、铅、铋、铷、锶、钇、锆、铌、钼、钨、钕、钽、铪、镱、锡、钡、铯、镓、锗、镧、铈等29个元素,不同分析元素的含量范围可扩大到0.00x%~8%。该系列标准物质不仅可以补充自然标准的不足,扩展校准曲线含量范围,而且能够修正干扰系数,解决了准确计算分析元素之间的干扰和仪器校正带来的实际困难。用4个人工标准物质取代单元素人工标准的配制方法,减少标准数量,节约了资源以及标准配制的时间,避免了X射线荧光光谱分析工作者的重复劳动,提高了工作效率。研制的4个标准物质经检验均匀性和稳定性良好,量值准确可靠,已被国家质量监督检验检疫总局批准为国家一级标准物质。     

天津市大港城市供水的地下水开采项目地面沉降影响评价

本文以天津市大港区某取水项目为例,介绍开采地下水的地面沉降影响评价方法和结果,并分析项目区域的可用水源条件,从地面沉降角度出发,建议该项目优先选用外部地表水源,不宜开采地下水。     

Early Cretaceous highly positive <Emphasis Type="Italic">ε</Emphasis><Subscript>Nd</Subscript> felsic volcanic rocks from the Hinggan Mountains,NE China: origin and implications for Phanerozoic crustal growth

An early Cretaceous (135 ± 2 Ma) felsic volcanic suite of dacite and rhyolite from Huolinhe, NE China is characterized by large ion lithophile element and light REE enrichment and high field strength element (HFSE, e.g., Nb and Ta) and Ti–P depletion, and bulk silicate earth-like Sr [⁸⁷Sr/⁸⁶Sr(i) = 0.70409–0.70481], quite radiogenic Nd [ε _Nd(t) = +3.98 to +5.88], Pb [e.g., ²⁰⁶Pb/²⁰⁴Pb(i) = 18.46–18.55] and Hf [ε _Hf(t) ~+9.2] isotope compositions. Compared with contemporaneous mafic rocks in the region, these felsic rocks have even higher Nd and Hf isotopic ratios, precluding an origin through differentiation of coeval mantle-derived magmas. Isotope calculation results suggest that these magmas were derived from a preexistent mixture composed of mainly juvenile crust (70–80%), and a subordinate recycled crustal component (20–30%) having highly radiogenic Sr and Pb and unradiogenic Nd and Hf. About 25–30% melting of such a mixed source produced the primary dacitic magma. The rhyolites, which have relatively low MgO, FeO*, Al₂O₃, CaO, TiO₂, P₂O₅, Na₂O, Ba, Sr, REE, HFSE and Y, were differentiates of the dacites after removal of a fractional assemblage of hornblende + plagioclase + K-feldspar + apatite + zircon. Considering the prolonged events (from 262 to 130 Ma) that produced such highly positive ε _Nd felsic igneous rocks in the region, we prefer a pre-Mesozoic crustal growth model related to arc accretion associated with the Paleo-Asian Ocean subduction.     

乌鲁木齐市城区和郊区近地层风速廓线

利用乌鲁木齐市5座100 m气象塔10层风速观测资料,分析了乌鲁木齐市城区和郊区近地层风速季节变化和日变化特征。结果表明：（1）乌鲁木齐市风速最大值出现在14：00-16：00,最小值多在夜间或上午。冬季风速最小、夏季最大;冬季风速始终处于较为稳定、有微小波动的低值区;夏季风速表现出一定的变化趋势。（2）夏季风速在一年里波动最大,随地势降低波动减小,南郊最大（1.5~6.4 m·s^-1）,北郊最小（1.3~4.6 m·s^-1）;秋季和春季风速波动次之;冬季风速波动最小,南郊最大（1.3~4.6 m·s^-1）,北郊最小（0.7~2 m·s^-1）。（3）近地层100 m内城区和北郊风速随高度变化较小,冬季基本为1~2 m·s^-1,而南郊风速随高度增加变化幅度最大,从1 m·s^-1增加到4 m·s^-1以上;愈近地面,城区与郊区风速相差愈大,近地面城区平均风速明显低于郊区,春季、夏季、秋季和冬季分别低5%~32%、8%~30%、15%~37%、14%~48%。（4）近地层风速廓线在近中性层结时一般符合对数风速廓线模式,对数律显著性不强的时段主要在正午前后。     

不同条件下Cu Pd TiO2多金属纳米电极去除地下水中硝酸盐氮的影响

以Pt为阳极,以Ti纳米管为基底修饰一薄层Pd和Cu构成的多金属纳米电极为阴极,搭建电化学反应器进行去除硝酸盐氮(NO3- N)研究,观察了在不同电流密度、初始浓度和pH值条件下该多金属纳米电极对NO3- N去除率的影响。结果表明,在电流密度为30 mA/cm2,添加050 g/L的 Na2SO4作为支持电解质的条件下,电解90 min后Cu Pd TiO2多金属纳米电极对硝酸盐的去除率可达81%,而相同条件下金属Ti做阴极时对硝酸盐的去除率仅为245%。溶液pH值的改变对 NO3- N的去除效果几乎没有影响;随着电流密度的增高,NO3- N的去除效率也随之提高;而随着溶液初始浓度的升高,NO3- N的去除率反而略有下降。     

Genesis of the Gold Deposit in the Indus-Yarlung Tsangpo Suture Zone, Southern Tibet: Evidence from Geological and Geochemical Data

The Nianzha gold deposit,located in the central section of the Indus-Yarlung Tsangpo suture(IYS) zone in southern Tibet,is a large gold deposit(Au reserves of 25 tons with average grade of 3.08 g/t) controlled by a E-W striking fault that developed during the main stage of Indo-Asian collision(~65-41 Ma).The main orebody is 1760 m long and 5.15 m thick,and occurs in a fracture zone bordered by Cretaceous diorite in the hanging wall to the north and the Renbu tectonic melange in the footwall to the south.High-grade mineralization occurs in a fracture zone between diorite and ultramafic rock in the Renbu tectonic melange.The wall-rock alteration is characterized by silicification in the fracture zone,serpentinization and the formation of talc and magnesite in the ultramafic unit,and chloritization and the formation of epidote and calcite in diorite.Quartz veins associated with Au mineralization can be divided into three stages.Fluid inclusion data indicate that the deposit formed from H_2O-NaCl-organic gas fluids that homogenize at temperatures of 203℃-347℃ and have salinities of 0.35wt%-17.17wt%NaCl equivalent.The quartz veins yield δ~(18)O_(fluid) values of 0.15‰-10.45‰,low δD_(V-SMOW)values(-173‰ to-96‰),and the δ~(13)C values of-17.6‰ to-4.7‰,indicating the ore-forming fluids were a mix of metamorphic and sedimentary orogenic fluids with the addition of some meteoric and mantle-derived fluids.The pyrite within the diorite has δ~(34)S_(V-CDT) values of-2.9‰-1.9‰(average-1.1‰),~(206)Pb/~(204)Pb values of 18.47-18.64,~(207)Pb/~(204)Pb values of 15.64-15.74,and ~(208)Pb/~(204)Pb values of 38.71-39.27,all of which are indicative of the derivation of S and other ore-forming elements from deep in the mantle.The presence of the Nianzha,Bangbu,and Mayum gold deposits within the IYS zone indicates that this area is highly prospective for large orogenic gold deposits.We identified three types of mineralization within the IYS,namely Bangbu-type accretionary,Mayum-type microcontinent,and Nianzha-type ophiolite-associated orogenic Au deposits.The three types formed at different depths in an accretionary orogenic tectonic setting.The Bangbu type was formed at the deepest level and the Nianzha type at the shallowest.