基于A- CGAN的深反射地震数据随机噪声压制方法研究

基于深度学习的地震数据噪声压制方法是当前地震数据去噪处理的重要方向。深度学习方法突破了传统滤波处理的局限,在对常规地震数据的噪声压制中表现出效率高、信噪分离效果好的特点。但针对深部弱有效反射数据,当前的深度学习方法特征提取能力有限,难以取得较好的去噪效果。笔者等结合深反射地震数据特点,针对当前深度学习噪声压制方法在特征提取及对数据集依赖上的局限,提出了基于注意力循环生成对抗网络(Attention Cycle- Consistent Generative Adversarial Networks,A- CGAN)的深反射地震数据随机噪声压制方法。借助循环一致生成对抗网络(Cycle- Consistent Generative Adversarial Networks,Cycle- GAN)的域映射思想,降低对数据集的要求。为了构建适用于深反射地震数据的去噪网络,从3个方面对Cycle- GAN进行改进：在Cycle- GAN的生成器（去噪器）中加入残差结构和注意力机制,用于加深网络深度和提高其特征提取能力;在Cycle- GAN的鉴别器中使用块判决,提高鉴别精度和准确度;在损失函数部分加入感知一致性损失函数,提升网络模型恢复纹理细节信息的能力。通过合成地震数据和实际深反射地震数据测试,验证了优化算法的有效性,体现了良好的应用价值。     

闽北东坑火山盆地白垩纪火山—侵入杂岩的岩石成因与金成矿

火山岩和侵入岩是许多浅成低温热液型金矿床成矿物质和流体的重要来源。中生代时期华南陆块经历了强烈的岩浆—热液活动,在中国东南沿海地区形成了大量的火山—侵入杂岩和浅成低温热液金矿。本文选取该区研究程度较低的闽北政和县东坑火山盆地为研究对象,利用岩相学、年代学、全岩地球化学、Sr—Nd—Hf同位素等方法,来探讨该火山盆地中火山岩和侵入岩的成因联系、岩浆演化过程以及它们与盆地内同时期金矿的关系。东坑火山盆地由多种岩性的火山岩和空间上与其密切共生的浅成侵入相花岗斑岩、石英二长斑岩,以及携带暗色微粒包体的花岗岩脉组成。LA- ICP- MS锆石U- Pb定年显示,东坑的火山岩和侵入岩均形成于白垩纪（101. 0±0. 9~97. 3±1. 2 Ma）,其全岩Sr—Nd同位素组成较均一\[n（87Sr）/ n（86Sr）\]i=0. 7085~0. 7104;εNd(t)= -8. 83~ -7. 34,但锆石Hf同位素组成变化范围较大εHf(t)= -14. 0~3. 3。岩石地球化学特征显示,该盆地火山—侵入杂岩为富碱、富钾的准铝—弱过铝质岩石,这些岩石具有连续线性变化的主量元素特征、右倾的稀土配分曲线、弱至中等的Eu负异常（Eu/Eu* =0. 19~0. 83）、较高的氧逸度（lgfO2=-17. 44~-4. 18）以及大离子亲石元素Rb、K、Pb富集,高场强元素Nb、Ta、Ti亏损的特征。综合年代学及岩石地球化学特征,认为东坑火山盆地中的火山—侵入杂岩是在古太平洋板块俯冲后撤的伸展构造背景下,幔源岩浆上涌促使地壳源岩发生重新熔融并与之混合,不断演化,最终侵位于地壳浅表的产物。岩浆的源区组成、结晶分异和高氧逸度条件等共同造就了该盆地及周围同时期金的成矿。     

Effect of the Initial Vortex Structure on Intensity Change During Eyewall Replacement Cycle of Tropical Cyclones: A Numerical Study

This study investigates the effect of the initial tropical cyclone (TC) vortex structure on the intensity change during the eyewall replacement cycle (ERC) of TCs based on two idealized simulations using the Weather Research and Forecasting (WRF) model. Results show that an initially smaller TC with weaker outer winds experienced a much more drastic intensity change during the ERC than an initially larger TC with stronger outer winds. It is found that an initially larger TC vortex with stronger outer winds favored the development of more active spiral rainbands outside the outer eyewall, which slowed down the contraction and intensification of the outer eyewall and thus prolonged the duration of the concentric eyewall and slow intensity evolution. In contrast, the initially smaller TC with weaker outer winds corresponded to higher inertial stability in the inner core and weaker inertial stability but stronger filamentation outside the outer eyewall. These led to stronger boundary layer inflow, stronger updraft and convection in the outer eyewall, and suppressed convective activity outside the outer eyewall. These resulted in the rapid weakening during the formation of the outer eyewall, followed by a rapid re-intensification of the TC during the ERC. Our study demonstrates that accurate in- itialization of the TC structure in numerical models is crucial for predicting changes in TC intensity during the ERC. Additionally, monitoring the activity of spiral rainbands outside the outer eyewall can help to improve short-term intensity forecasts for TCs experiencing ERCs.     

Evaluating the effect of input variables on quantifying the spatial distribution of croaker Johnius belangerii in Haizhou Bay,China

A habitat model has been widely used to manage marine species and analyze relationship between species distribution and environmental factors. The predictive sk...     

中国地区三种地表反照率产品比较

利用2007—2011年MODIS、GlobAlbedo和ERA-Interim的3种地表反照率产品,借助地理信息系统(Geographic Information System, GIS)空间化技术,对中国地区3种地表反照率产品进行了对比分析。结果表明：3种产品与气象站观测值的时间分布趋势一致,冬季高夏季低,且相关性较高。3种产品中,MODIS与GlobAlbedo的绝对差异值最小,ERA-Interim与MODIS、GlobAlbedo的绝对差异值较大。3种产品在青藏高原和西北山地区域表现出较大的差异,且差异表现为冬半年高,夏半年低。3种产品之间相关性最高的是MODIS与GlobAlbedo,最低的是MODIS与ERA-Interim, 3种产品在40°N以北具有较好的相关性。且在夏季和冬季地表反照率均值的表现说明,ERA-Interim相比MODIS、GlobAlbedo难以反映地表反照率受地形和土地覆被的影响。     

高原湿地纳帕海自然保护区功能区分区初探

高原湿地保护区具有自己独特的生态结构特征,其功能区分区不应照搬传统的3级规划模式。本文通过对纳帕海湿地保护区功能区分区的特点、现状以及存在问题的分析,提出了适合纳帕海保护区湿地特征的分区模式。     

石英脉型钨多金属矿床的扇状成矿实例及找矿模型

石英脉型钨矿床是中国数量最多的钨矿床类型,但保有储量消耗迅速,迫切需要创新找矿模型,指导找矿突破。文章结合二十余年的找矿实践,通过详细分析扇状成矿矿床实例,构建了石英脉型钨矿床新的找矿模型。该模型强调赋矿裂隙为岩浆动力成因,在花岗岩体顶部呈扇状分布型式,岩浆期后热液恰在裂隙张开时充填其中而形成扇状成矿系统;提出“就岩找矿”、“就矿找矿”、“就矿找岩”的地质、地球化学和地球物理标志,指导矿床尺度的勘查工程部署。截至目前,该模型已在广东禾尚田钨锡矿床、广西珊瑚钨锡矿床、广西社垌钨钼矿床、江西盘古山钨铋矿床等获得了验证,找矿成效显著。     

The deep thermal structure of the lithosphere in the northwestern South China Sea and its control on the shallow tectonics

The northwestern sub-basin of South China Sea(SCS) is a unique tectonic unit formed in the early spreading of the SCS. The northwestern Sub-basin has a series of complex geological structures such as seamounts and fault zones surrounded by the Xisha Trough, the Zhongsha Massif, and the Pearl River Valley. These extensional structures and magmatic activity in the northwestern sub-basin are closely related to the lithospheric structure and its deformation. However, details of the deep lithosphere structure are still poorly known. Here, we obtained detailed data of water and Moho depth using sonar buoys,Extended Spread Profiles(ESP), Ocean Bottom Seismometer(OBS), both Multi-beam and land-sea joint seismic surveys in the northwestern sub-basin and its surrounding areas. Then we adopted a thermal isostasy method to calculate the depth of the Lithosphere-Asthenosphere Boundary(LAB) in the northwestern sub-basin of the SCS and its surrounding regions. Results show that the range of LAB depth is ～25–110 km. The shallowest burial depth is 25–60 km occurring in the ocean basin. The depth increases to 60–110 km toward the continental margin. The lithospheric structure on the north and south sides of the Xisha Trough is symmetrical and shows the deep structure and thermal features of aborted rifts. The LAB depth in the Zhongsha Trough and the Zhongsha Massif increased from 60 to 70 km southwestwards, consistent with the trend of surface morphology.The LAB depth to the west side of the Pearl River Valley is 60–80 km, and the thinning of the lithosphere is related to the distribution of faults, depressions and the magmatic activity. The LAB depth in the northwestern sub-basin and the eastern subbasin is less than 60 km with the thinnest part being less than 46 km. Combining ocean drilling, seismic investigation, and seafloor topography, we show that the ocean basin of the northwestern sub-basin of the SCS locates within the 46 km isobath of the LAB. The formation of the rifted valleys and discrete blocks surrounding the ocean basins is both controlled by the regional tectonic movement and the deep thermal state, where their lithospheric structures show strong heterogeneity.     

标度律视角的城市效能测度及中国城市多维要素效能分析

"城市标度律"(urban scaling laws)揭示了城市系统中城市人口和城市要素间普遍存在的非线性规模缩放关系,但目前大多数城市评价忽视了这种关系,常使用人均指标比较不同规模的城市,这会导致评价结果偏差.为此,考虑城市人口和城市要素间的非线性规模缩放关系构建了要素效能指数,用以修正城市规模的影响,度量城市要素实...     

晋城煤层气藏成藏机制

通过晋城煤层气的规模开发、压裂煤层气井的解剖、井下煤层瓦斯抽放、构造地应力场研究、煤储层大裂隙系统“CT”式解剖与煤层气封闭保存条件研究, 发现3#煤储层内部存在大量煤层气包, 构造微破裂作用促使煤层气包之间广泛合并联通, 煤层气包内部储层的非均质性弱化, 渗透率增加, 煤层气包内部的游离气体比例增加, 流体压力系统边界逐渐清晰并形成煤层气藏. 揭示煤层气藏的成藏机制, 认识煤层气藏的内部细节特征, 促进了该区的煤层气开发技术进步, 提高了井下煤层瓦斯的抽放效率.