利用地震相分析方法圈定煤层变焦区

三维地震数据体中,地震波形的总体变化源于地质体构造、岩性的综合反映,因此地震波形的总体变化是一个很重要的地震属性。然而,传统的岩性解释手段(例如波阻抗反演和地震属性技术等)忽略了地震波形的整体变化及其分布规律。利用地震波形的变化来建立地震相,在一定程度上能够弥补这一缺陷。利用地震波形划分地震相就是通过神经网络分析将地震信号按照波形进行分类,不同的类反映不同的岩性地质体。基于波形划分地震相原理,介绍了利用Stratimagic地震地层解释系统进行地震相划分的一般流程和关键参数的设置,并以淄博矿业集团葛亭煤矿某采区为例,对其3煤层变焦区进行了圈定。     

基于网络药理学探讨黄芪桂枝五物汤治疗雷诺病的作用机制

目的：运用网络药理学方法探讨黄芪桂枝五物汤治疗雷诺病的作用机制。方法：通过TCMSP数据库检索黄芪、桂枝、白芍、大枣、生姜的活性成分及其靶点,通过Geencards、OMIM数据库获取雷诺病主要靶点,将药物靶点与疾病靶点取交集得到黄芪桂枝五物汤治疗雷诺病的靶点,利用STRING数据库分析蛋白质相互作用,构建PPI网络图,运用Metascape数据库对交集靶点进行GO、KEGG分析,使用Cytoscape软件绘制药物成分-疾病靶点-通路网络图。结果：黄芪桂枝五物汤治疗雷诺病的主要活性成分为β-谷甾醇、山柰酚、芒柄花素、槲皮素等,主要靶点为TNF、IL6、JUN、AKT1、CXCL8、VEGFA、PTGS2等,主要涉及IL-17、VEGF、MAPK、PI3K-Akt、血小板激活、流体剪切应力与动脉粥样硬化等信号通路。结论：本研究初步反映黄芪桂枝五物汤治疗雷诺病的多个成分、靶点、通路的作用机制,为临床研究提供理论支持。     

Harmful algal bloom-forming dinoflagellate Prorocentrum donghaiense inhibits the growth and photosynthesis of seaweed Sargassum fusiformis embryos

Journal of Oceanology and Limnology - Harmful algal bloom (HAB) is an ecological disaster to local mariculture. At present, its impact on macrophytes has not been well studied. In this study, we...     

长三角制造业转型升级的粘性机理及其实现路径——基于“微笑曲线”成因的视角

利用"微笑曲线"指导制造业的转型升级已经成了众多研究者的选择,且得出的结论基本都是制造业要转型升级就要向两端攀升,而对"微笑曲线"成因的研究则较为鲜见。用创新论、劳动论、市场论阐释了"微笑曲线"的成因,并以此作为突破影响长三角制造业转型升级粘性的基础理论,指出长三角制造业转型升级的路径为:遵循竞争优势理论,针对应该重点发展的制造业,根据劳动的复杂程度以及产品是否有标准接口对制造业进行分类,继续做好做优精细复杂的行业、转移出去粗放简单的行业,同时,还应该积极促进产业融合,发展新兴产业,在积累的基础上实现转型升级。     

Research advances in eco-hydrological process and function

Present studies on the coupling relationship and hydrology mechanism between basin ecosystem and hydrological process has become an international research frontier in hydrology. This paper investigates this coupling relationship, and also summarizes research and presents a method of combining isotopic technology with hydro-chemical methods, for the study of eco-hydrological process and function in different landscape zones. We then examine research trends for future direction and development of this field.     

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遗忘因子自适应最小二乘算法及其在气温预报中的应用

海量数据的利用是建立自适应预报模型的基础,但随着数据的不断增加,新引入数据的作用会逐渐降低,有可能导致预报模型失效。为克服因数据量增加引起的所谓"数据饱和"现象对天气预报效果的影响,本文给出了考虑遗忘因子的线性自适应最小二乘建模算法的原理和方法,并利用该算法进行了最高气温和最低气温预报试验。结果表明,考虑遗忘因子的线性自适应建模算法优于传统的线性自适应建模算法,加入遗忘因子可以避免产生"数据饱和"现象,适当地选择遗忘因子有助于提高模型的预报准确率。     

Drought variability at the northern fringe of the Asian summer monsoon region over the past millennia

The northern fringe of the Asian summer monsoon region (NASM) in China refers to the most northwestern extent of the Asian summer monsoon. Understanding the characteristics and underlying mechanisms of drought variability at long and short time-scales in the NASM region is of great importance, because present and future water shortages are of great concern. Here, we used newly developed and existing tree-ring, historical documentary and instrumental data available for the region to identify spatial and temporal patterns, and possible mechanisms of drought variability, over the past two millennia. We found that drought variations were roughly consistent in the western (the Qilian Mountains and Hexi Corridor) and eastern (the Great Bend of the Yellow River, referred to as GBYR) parts of the NASM on decadal to centennial timescales. We also identified the spatial extent of typical multi-decadal GBYR drought events based on historical dryness/wetness data and the Monsoon Asia Drought Atlas. It was found that the two periods of drought, in AD 1625–1644 and 1975–1999, exhibited similar patterns: specifically, a wet west and a dry east in the NASM. Spatial characteristics of wetness and dryness were also broadly similar over these two periods, such that when drought occurred in the Karakoram Mountains, western Tianshan Mountains, the Pamirs, Mongolia, most of East Asia, the eastern Himalayas and Southeast Asia, a wet climate dominated in most parts of the Indian subcontinent. We suggest that the warm temperature anomalies in the tropical Pacific might have been mainly responsible for the recent 1975–1999 drought. Possible causes of the drought of 1625–1644 were the combined effects of the weakened Asian summer monsoon and an associated southward shift of the Pacific Intertropical Convergence Zone. These changes occurred due to a combination of Tibetan Plateau cooling together with more general Northern Hemisphere cooling, rather than being solely due to changes in the sea surface temperature of the tropical Pacific. Our results provide a benchmark for comparing and validating paleo-simulations from general circulation model of the variability of the Asian summer monsoon at decadal to centennial timescales.     

基于伪语义相似度模型的中文地址匹配方法

地址匹配中,由于传统相似度模型受字符重叠数影响大,在处理简写、缩写地址要素单元时,错误匹配问题突出;深度学习方法需要大量样本支撑,但庞大的数据量和多样的形式,导致生成样本的成本过高。为解决上述问题,本文首先应用基于条件随机场和双向长短时记忆神经网络的模型,对地址进行分词;然后通过建立一种伪语义相似度,对地址要素进行分级匹配。通过对公安业务中地址数据进行测试,在对缩写、简写等不规范地址描述方面,本文模型能较理想地完成任务,各参考指标均高于0.9。     

融合工程地质资料与GNSS高精度监测信息的黑方台党川黄土滑坡稳定性研究

针对当前滑坡稳定性评价方法难以准确获取评价结果的突出问题,本文提出了一种融合地下水、工程地质钻孔信息及灌溉资料等工程地质资料与GNSS观测的黄土滑坡稳定性评价方法。首先,基于高分辨率影像、高精度DEM、地层地貌等多源异构数据,建立滑坡精细三维地质模型体;然后,将滑坡外部高精度GNSS监测数据作为模型外部约束条件,进一步构建起融合工程地质资料与GNSS观测的黄土滑坡稳定性综合评价模型。本文方法能够将滑坡外部大地测量高精度监测数据与工程地质数值模拟手段有机融合,实现了滑坡外部形变信息与内部变形机制的有效耦合。通过我国典型黄土滑坡域甘肃黑方台党川实际发生的两起滑坡失稳事件验证表明,本文方法可有效地提高滑坡稳定性评价结果的精度及可靠性,获取了与试验区域滑坡实际失稳情况相一致的结果:HF06/07 GNSS监测点首先失稳,其次是HF09监测点失稳,最后是HF05监测点失稳。基于本文方法获取的滑坡失稳顺序与实际滑坡发生顺序高度一致,显著优于现有的滑坡失稳数值模拟法。