利用深度卷积循环神经网络的高光谱影像空谱特征分类方法

针对高光谱影像分类问题,提出了基于深度卷积循环神经网络的高光谱影像空谱特征分类方法.首先将高光谱数据立方体看作一组特征序列;然后利用深度卷积循环神经网络构建特征序列的依赖关系,并采用"预训练+微调"的训练策略对深层网络模型进行训练,从而使得所设计的深层网络在训练样本较少的情况下也能得到更加充分的优化.在Pavia大学和Indian Pines数据集上的试验结果表明,构建的深度卷积循环神经网络的分类精度比RNN方法分别提升了9.49％和5.8％.     

区域地下水演化的地球化学研究进展

由于区域地质特征、水文地质条件、气候影响和人类活动的差异性,导致区域地下水演化的地球化学过程复杂、影响因素众多.在总结近年来国内外区域地下水化学演化研究大量成果的基础上,综述了地下水演化的地球化学系统分析方法,地下水演化研究的水文地球化学方法、同位素地球化学和元素地球化学方法和技术以及地下水演化的地球化学模拟方法和技术及常用软件.指出在今后的一段时期内,区域地下水自然演化与人类活动的复合作用、地下水与地表水的相互作用、微生物-水-岩相互作用将是区域地下水地球化学研究的热点领域,其中物理、化学、生物的耦合作用将是区域地下水演化的地球化学研究的重点领域.     

浅析深水沉积理论

深水沉积理论的深入研究发现,传统的浊流沉积理论如鲍玛序列、浊积扇、浊积岩相等可能需要重新解释,对浊流理论的质疑推动着深水沉积理论的发展。通过对浊流沉积研究历史及当前研究现状的梳理,探讨了浊流及相关重力流沉积理论的新观点。     

地下连续墙技术在深基坑围护中的应用

结合某高层建筑深基坑围护的工程实例,介绍了地下连续墙施工技术在深基坑围护工程中的具体应用,阐述了地下连续墙施工的工艺流程和技术要点,提出了施工的注意事项和特殊问题的预防处理方法。     

台风期间浮标和潜标上ADCP的空间变化、数据误差及校正#br#

基于南海北部浮标和潜标的声学多普勒流速剖面仪（ADCP）数据,通过一套几何算法计算了台风海鸥（1415）期间ADCP的空间变化和流速误差,并进行数据校正。浮标上,台风过后ADCP的水平位移最大可达2.61 km,水平流速误差最大可达0.27 m/s,垂向流速误差最大仅为5×10^-4 m/s;温跃层流速校正值在台风过后显著大于流速测值,这表明水平校正对于温跃层流速的质量控制很重要。潜标上,ADCP最大垂向位移增量为179 m,最大绳子倾角为35°,最大水平位移为1.5 km; ADCP水平流速误差和倾角误差都很小,在数据校正中可忽略不计,但对台风过后中层流速的垂向校正不能忽略。     

Spatial and temporal variations of coastlines in northern China (2000-2012)

This study examined the spatial distribution of the continent coastline in northern China using remote sensing and GIS techniques, and calculated the fractal dimension of the coastline by box-counting method, with a time span from 2000 to 2012. Moreover, we analyzed the characteristics of spatial-temporal changes in the coastline's length and fractal dimension, the relationship between the length change and fractal dimension change, and the driving forces of coastline changes in northern China. During the research period, the coastline of the study area increased by 637.95 km, at a rate of 53.16 km per year. On the regional level, the most significant change in coastline length was observed in Tianjin and Hebei. Temporally, the northern China coastline grew faster after 2008. The most dramatic growth was found between 2010 and 2011, with an increasing rate of 2.49% per year. The fractal dimension of the coastline in northern China was increasing during the research period, and the most dramatic increase occurred in Bohai Rim. There is a strong-positive linear relationship between the historical coastline length and fractal dimension (the correlation coefficient was 0.9962). Through statistical analysis of a large number of local coastline changes, it can be found that the increase (or decrease) of local coastline length will, in most cases, lead to the increase (or decrease) of the whole coastline fractal dimension. Civil-coastal engineering construction was the most important factor driving the coastline change in northern China. Port construction, fisheries facilities and salt factories were the top three construction activities. Compared to human activities, the influence of natural processes such as estuarine deposit and erosion were relatively small.     

南海珊瑚环礁开放程度模型构建研究

南海环礁发育过程中形成了开放程度不同的环礁类型,依据环礁不同地貌部位的几何因子作为反映环礁开放程度的指标可以定量划分环礁开放程度类型。如果将澙湖潮汐通道作为环礁地貌结构要素用来反映环礁开放程度,则潮汐通道可以成为新的度量因子。利用高分辨率遥感影像结合GIS技术,以澙湖潮汐通道的几何参数为主构建反映环礁开放程度的模型,结果表明,以口门宽度与礁体中轴线长度之比为指标建立的经验式,可用来划分环礁开放程度类型,封闭型环礁的开放度为0,准封闭型环礁的开放度为0~0.06,半开放型环礁的开放度为0.06~0.25,开放型岛礁的开放度为0.25~1。因此,采用这一量化表达式反映南海环礁的开放程度类型,可为珊瑚环礁的开放程度发育规律研究提供科学工具。     

琼东南盆地深水区断层垂向输导及成藏模式

In the Qiongdongnan Basin, faults are well developed.Based on the drilling results, the traps controlled two or more faults are oil-rich. However, when only one fault cut through the sand body, there is no sign for hy-drocarbon accumulation in the sandstone. In terms of this phenomenon, the principle of reservoir-forming controlled by fault terrace is proposed, i.e., when the single fault activates, because of the incompressibility of pore water, the resistance of pore and the direction of buoyancy, it is impossible for hydrocarbon to ac-cumulate in sandstone. But when there are two or more faults, one of the faults acts as the spillway so the hydrocarbon could fill in the pore of sandstone through other faults. In total five gas bearing structures and four failure traps are considered, as examples to demonstrate our findings. According to this theory, it is well-advised that south steep slope zone of Baodao-Changchang Depression, south gentle slope zone of Lingshui Depression, north steep slope zone of Lingshui Depression, and north steep slope zone of Baodao Depression are the most favorable step-fault zones, which are the main exploration direction in next stage.     

北部湾经济区陆海统一似大地水准面精化关键技术研究北大核心CSCD

针对北部湾经济区生态文明建设、海洋资源利用和海洋应急救援事件处置等缺乏统一的陆海高程基准等难题,本文首先利用广西北部湾经济区2764项重力数据和8项GNSS水准数据,应用第二类Helmert凝聚法,反演得到广西北部湾海域及沿大陆海岸线向内陆延伸约15 000 km^(2)区域内置信度较高的重力似大地水准面;然后参考重力场选取EIGEN6C4模型,重力似大地水准面对比8项GNSS水准资料,其精度达2.2 cm;最后采用球冠调和分析方法,将2′×2′格网似大地水准面精度提高至1.6 cm,并将陆地高程基准传递到广西北部湾海域及其海岛上,实现该区域陆海高程基准的统一。     

列车振动荷载作用下南京细砂振动累积变形特性试验研究

列车振动荷载作用下松散砂土振密造成的早期路基沉降将对列车的正常运行产生很大的影响。本文以南京地区新近沉积片状细砂为研究对象,采用英国GDS空心圆柱扭剪仪模拟列车振动荷载的实际应力路径,并考虑排水条件、试样围压和加载幅值等因素,初步研究了2000列次(14000振次)列车振动荷载作用下南京新近沉积片状细砂的振动排水特性和竖向累积变形特性。实验结果表明,试样围压对南京片状细砂的竖向累积变形的影响较为明显,同时,当试验围压较小时,加载幅值对试样的竖向累积变形的影响更大。其次,排水条件主要对列车运营前期的路基累积变形产生明显的影响,对后期的累积变形的影响基本可以忽略。最后,根据试验结果,本文也初步给出了排水条件和不排水条件下南京片状细砂的竖向累积应变增长曲线的新预测公式及其参数取值。研究结论对列车振动荷载作用下新近沉积砂性土的动力学特性及其累积变形的计算方法等问题的研究具有很好的参考价值。