深度学习在水声目标识别中的应用研究     

王培兵  彭圆 《数字海洋与水下攻防》2020,3(1):11-17

水声目标识别技术是水声信号处理的重要组成部分，是水声信息获取与水声信息对抗的重要技术支撑。针对水声目标识别时探测数据量大、自动化程度不高、识别效率低下等问题，研究了深度学习在水声目标识别中的应用。首先，介绍了水声目标识别技术的研究现状及当前形势下面临的挑战。然后，对深度学习的网络结构原理及改进型进行了分析，并分别对深度学习在水声声信号识别领域和水声图像信号识别领域的应用现状做了阐述。最后，指出了由于受当前技术条件和水下复杂环境的制约，此方法尚且存在着不足之处。该方法为进一步优化深度学习算法、拓展深度学习技术应用范畴、提升水声目标识别效率提供了参考。  相似文献   

The effect of storm movement on infiltration,runoff and soil erosion in a semi-arid catchment     

Qihua Ran  Feng Wang  Jihui Gao 《水文研究》2020,34(23):4526-4540

Rainfall characteristics are key factors influencing infiltration and runoff generation in catchment hydrology, particularly for arid and semiarid catchments. Although the effect of storm movement on rainfall-runoff processes has been evaluated and emphasized since the 1960s, the effect on the infiltration process has barely been considered. In this study, a physically based distributed hydrological model (InHM) was applied to a typical semi-arid catchment (Shejiagou, 4.26 km²) located in the Loess Plateau, China, to investigate the effect of storm movement on infiltration, runoff and soil erosion at the catchment scale. Simulations of 84 scenarios of storm movement were conducted, including storms moving across the catchment in both the upstream and downstream directions along the main channel, while in each direction considering four storm moving speeds, three rainfall depths and two storm ranges. The simulation results showed that, on both the hillslopes facing downstream (facing south) and in the main channel, the duration of the overland flow process under the upstream-moving storms was longer than that under the downstream-moving storms. Thus, the duration and volume of infiltration under upstream-moving storms were larger in these areas. For the Shejiagou catchment, as there are more hillslopes facing downstream, more infiltration occurred under the upstream-moving storms than the downstream-moving storms. Therefore, downstream-moving storms generated up to 69% larger total runoff and up to 351% more soil loss in the catchment than upstream-moving storms. The difference in infiltration between the storms moving upstream and downstream decreased as the storm moving speed increased. The relative difference in total runoff and sediment yield between the storms moving upstream and downstream decreased with increasing rainfall depth and storm speed. The results of this study revealed that the infiltration differences under moving storms largely influenced the total runoff and sediment yield at the catchment scale, which is of importance in runoff prediction and flood management. The infiltration differences may be a potential factor leading to different groundwater, vegetation cover and ecology conditions for the different sides of the hillslopes.  相似文献   

痛泻要方对溃疡性结肠炎患者中医证候及肠道菌群的影响          下载免费PDF全文

俞媛  王卿华  陈媛洁 《应用海洋学学报》2020,36(12):12

目的：观察痛泻要方对溃疡性结肠炎（UC）肝郁脾虚证的临床疗效及其对肠道菌群的影响。方法：将40例UC肝郁脾虚证患者随机分为治疗组和对照组,每组各20例。对照组予美沙拉嗪肠溶片治疗,治疗组在对照组基础上加用痛泻要方治疗。2组疗程均为12周,比较2组治疗前后中医证候积分及肠道菌群的变化。结果：治疗前,2组中医证候积分、主要肠道菌群数目比较,差异无统计学意义（P＞0.05）。与治疗前比较,治疗后2组中医证候积分均降低,有益菌群（双歧杆菌、乳酸杆菌）数目均明显上升,而有害菌群（大肠埃希菌）数目明显下降,且治疗组的指标改善情况均优于对照组,差异有统计学意义（均P<0.05）。结论：痛泻要方可有效改善UC肝郁脾虚证患者的中医证候,纠正患者肠道菌群的紊乱,提高临床疗效。  相似文献   

基于组合权重与灰色关联度分析法的地铁深基坑开挖稳定性评价     

郎秋玲  王伟  高成梁 《吉林大学学报(地球科学版)》2020,50(6):1823-1832

伴随着城市的快速发展，地铁深基坑工程越来越多。在开挖过程中如何对其稳定性进行评价，是当前需要重点关注的问题。以成都地铁十七号线凤溪站深基坑支护开挖工程为依托，利用层次分析确定的主观权重与利用熵值法确定的客观权重计算获得组合权重，并与灰色关联度分析法相结合，通过现场数据采集并进行综合评判，客观评价地铁深基坑开挖的稳定性。结果表明，各监测项目对基坑稳定性的重要程度从大到小依次为桩顶水平位移（0.29）、地表沉降（0.24）、建筑物沉降（0.19）、桩顶沉降（0.18）、内支撑轴力（0.10），基坑稳定性综合评判结果等级为"非常好"。所建立的评价模型可为类似地铁深基坑开挖稳定性评价提供新的方法。  相似文献   

西昌市泸山地区典型火后泥石流特征与成因机制研究——以响水沟左岸3^#支沟为例     

铁永波  徐如阁  刘洪  王家柱  巴仁基  向安平  杨剑  欧阳渊  张玙  王宏 《中国地质调查》2020,7(3):82-88

2020年3月30日,四川省凉山州西昌市经久乡发生森林大火,山火燃烧后形成的山火灰和烧焦土体在强降雨作用下极易启动形成泥石流,给西昌市泸山、琼海景区生态环境及当地百姓生命财产安全带来潜在地质灾害风险。以西昌市安哈镇响水沟左岸3^#支沟为例,采用野外调查、无人机航拍、地球物理探测、现场及室内实验等手段,对2020年5月1日该沟发生的火后泥石流流体特征、动力学参数及成因机制等开展研究,系统分析了山火及降雨过程对该次火后泥石流形成的影响机制。该成果可为系统认识西昌泸山“3·30”山火地区火后泥石流的运动特征、物源规模、激发雨量及其发展趋势研判提供科学参考。  相似文献   

广西合浦盆地干热岩资源成热条件及潜力评价     

康志强  张起钻  管彦武  冯波  袁金福  孙明行  刘德民  王新宇  杨志强  陆济璞  张勤军  冯民豪 《吉林大学学报(地球科学版)》2020,50(4):1151-1160

为了对广西合浦盆地干热岩资源成热条件及其潜力进行评价，利用广西航磁勘查数据，采用Parker-Oldenburg法反演计算了居里面深度。在此基础上进行大地热流密度值和不同埋深地温计算，发现计算结果与现有测温资料吻合，合浦盆地内西场凹陷和常乐凹陷具有干热岩资源成生条件。结合合浦盆地内基础地质调查资料和油气钻孔资料，分析了合浦盆地干热岩资源的储层和盖层条件。初步圈出2个位于西场凹陷和常乐凹陷的干热岩勘查靶区C1和C2，面积分别为167.10和72.90 km²，干热岩资源量分别为182.48×10¹⁵、77.59×10¹⁵ J。按20%的采收率，合浦盆地干热岩资源量可开采量为52.01×10¹⁵ J，折合标准煤177.48×10⁴ t，占2018年广西全区能源生产总量3 756.69×10⁴ t标准煤的4.72%。在资源量评价基础上，可优先考虑位于合浦盆地西场凹陷的C1靶区开展进一步的勘探工作。  相似文献   

堆积阶地古老滑坡识别方法及其在线状工程地质勘察中的应用     

安玉科  樊江  马胜午  马建全  高娟  毛立军 《吉林大学学报(地球科学版)》2020,50(6):1787-1794

阶地型古老滑坡体形成后，长期受各种营力影响，导致古老滑坡地貌形态破坏严重甚至消失。目前遥感技术和普通工程地质调绘很难发现这些滑坡的存在，给工程建设和后期运营造成较大安全隐患。为准确识别形态特征不明显的古老滑坡体，从阶地物质结构特征演变入手，找到阶地受剪切破坏产生的典型物质结构特征，将地层结构错断、卵砾石异常定向排列、摩擦镜面和泥包粒的眼球构造等作为滑坡准确识别依据。首先采用沿沟谷进行工程地质测绘的纵横交错追踪法确定滑坡体纵向范围和滑面形状，再结合地貌特征推测各级、块滑坡平面范围和分布，最后用点状勘探工程验证和校正推测结论。可将其总结为由"地貌异常、沿沟追踪、面上推断、点状校验"组成的阶地型滑坡识别方法，即物质结构异常推断法。结合线状工程勘察设计各阶段工作特点，提出线状工程前期工作中阶地型滑坡识别步骤，并在临渭高速公路工程建设项目中取得成功应用。  相似文献   

Hydrologic separation and their contributions to N loss in an agricultural catchment in hilly red soil region   总被引：1，自引：0，他引：1  

Wang  Yaji  Gao  Lei  Peng  Xinhua 《中国科学:地球科学(英文版)》2019,62(11):1730-1743

The impacts of hydrological processes on N loss is of great value to understand the N transport at catchment scale,which is far from clear. Rainfall, soil water, groundwater and stream water and their N concentrations were monitored from March 2017 to February 2018 in Sunjia agricultural catchment of the red soil critical zone. Objectives of this study were:(1) to determine the dynamics of N concentration of different waters and their N loads;(2) to assess their contributions to N load of streamflow in the paddy and upland mixed agricultural catchment. Our results showed that the N concentrations of soil water(4.8 mg L~(-1)) and groundwater(6.0 mg L~(-1)) were the highest, approximately 2 to 5 times higher than those of stream water(2.7 mg L~(-1)), rain water(1.7 mg L~(-1)) and irrigation water(1.2 mg L~(-1)). The N net loss of the catchment(38.2 kg ha~(-1) yr~(-1))accounted for 15% of the total fertilizer N input. Rainy season(April–June) was a high-risk period of N loss, contributing to more than one third of the total annual loss amount. Using end-member mixing analysis model(EMMA), we found groundwater(whose discharge accounted for 25% of the catchment streamflow) was an important source for the N loss in the agricultural catchment. Even in this catchment with coexisting upland and paddy field ecosystems, identified end-members could be used to predict the N load well(R~20.87, p0.001). These results can deepen our understanding of the relationship between hydrological process and N transport in the red soil critical zone and are also helpful to improve the water and fertilizer management in subtropical agricultural catchment.  相似文献   

SH波水平入射穿越垂直断层隧道动力响应分析     

杜修力  苏驰翔  黄景琦  王媛  赵密  欧阳文龙 《震灾防御技术》2019,14(2):269-280

结合黏弹性人工边界的时域波动输入方法和显式有限元法，设计了含垂直断层三维场地的SH波输入方法。基于建立的输入方法，研究了垂直断层对隧道地震响应的影响，并通过自由场算例验证了该方法具有较好精度。数值模拟结果表明:对于断层迎波侧的隧道结构，断层会对其地震动响应产生显著的放大作用，对于断层逆波侧的隧道结构，断层会对其产生隔离地震动的作用；相对周围围岩，断层介质的剪切波速越小，其产生的放大效应和隔震效果也会越显著；断层宽度越小，其对隧道地震动响应的影响范围也就越小，但是断层宽度的变化对于断层两侧隧道的地震动响应的影响并不明显。  相似文献   

基于ArcGIS的多准则地震应急避难所选址规划研究     

张亚楠  高惠瑛 《震灾防御技术》2019,14(2):376-386

地震是极其严重的自然灾害，有可能造成重大伤亡和经济损失。由于城市中人口高度聚集，地震发生时，需将受灾居民快速疏散至应急避难所，因此，应急避难所选址的合理性至关重要。本文提出1种可用于解决选址问题的多准则选址模型，并提出了求解模型的方法。该方法分为3个步骤，首先选择候选应急避难所，其次分析候选避难所的服务范围，最后确定应急避难所的位置。通过案例研究，论证了多准则选址模型在地震应急避难所规划中的有效性。  相似文献