侧扫声呐识别沉船影像的迁移学习卷积神经网络法

侧扫声呐海底沉船图像识别是水下障碍物核查和失事船只搜救中的一项重要工作.针对传统侧扫声呐图像人工判读存在效率低、耗时长、资源消耗大及主观不确定性强和过分依赖经验等问题,本文尝试引入卷积神经网络的方法,同时考虑到侧扫声呐沉船图像属于小样本数据集,提出一种基于迁移学习的卷积神经网络侧扫声呐沉船图像自动识别方法.通过归一化处...     

机场群航线网络竞合评价方法及实证探讨——以粤港澳大湾区世界级机场群为例

航线网络是机场群市场竞争-合作（竞合）的重要内容。借助图论、集合论、产业经济等理论方法,从整体性市场及交互式市场两个视角探索并建立机场群航线网络竞合关系的量化评价模型,并基于粤港澳大湾区世界级机场群开展实证分析,研究表明：1）从整体市场竞争视角分析,大湾区机场群航点竞合市场由完全垄断市场与弱合作市场主导,但竞争程度在逐步强化;同类通航点的航线竞合指数存在较大的差异性及复杂性,但竞争程度也呈现加剧态势。2）从交互式竞争视角分析,大湾区机场群航线网络的竞合格局整体呈现由合作型向竞争型转变的态势,且航线竞争水平大于通航航点竞争。     

中国大陆西部强震前超低频磁场时空变化特征

对2015年至2019年期间中国大陆西部的磁通门磁力仪秒采样观测资料开展了5—100 s频段的地磁垂直强度极化分析,并运用一些数学方法对分析结果进行了处理.结果显示,极化高值在经向和纬向均无明显的形态和幅值变化,且极化高值与地磁外源场扰动无关.在此基础上筛选出18次极化高值异常事件,利用插值方法得到了极化高值异常的空间...     

2006年温州珊溪水库地震序列特征

通过分析2006年2月温州珊溪水库地震序列的时空强分布特征,得到该序列具有①频度高、衰减慢、持续时间长;②震中分布集中且呈北西向展布;③震源浅;④各台站P波初动符号基本保持不变;⑤较大地震发生前,空间上出现空段,时间上表现为“增强—平静—发震”;⑥h值先变小后变大,b值缓慢变大等特点。结合地震应急时的预报实践,重点研究了地震趋势判断中比较有效的指标或参量,希望能为以后珊溪水库地震趋势的预报提供借鉴。     

Urban planning construction land standard and its revision based on climate and topography in China

Urban planning construction land standard is the technical specification for scientifically allocating various types of urban construction land, and it is the basis for drawing up and revising the overall urban planning scheme. Considering China's current urban planning construction land standard, many problems exist, such as the gap in the land use control threshold, the lack of regional differences in the climate revision, and failing to consider the topographic factors. To resolve these problems, this study proposed a step-by-step process framework and quantitative calculation method for the establishment and revision of standards in accordance with the principle of Total-Structure control. By setting the conditions, a universal basic standard for construction land was established. Quantitative analysis was then conducted on the relationship between the basic standard and the selected key indicators, such as urban population size, sunshine spacing coefficient, the width of river valleys or inter-montane basins, and terrain slope, among others. Finally, revised standards were formed for climate conditions, topography, and geomorphologic conditions, which were matched with the basic standards. The key results are three-fold:(1) The per capita construction land standard of 95 m~2/person can be used as the total indicator of China's urban planning basic standard, and the corresponding per capita single construction land comprises 32.50% of residential land, 7.42% of public management and public service land, 22.50% of industrial land, 17.50% of transportation facilities, 12.50% of green space, and 7.58% of other land-use types. The results of the revision of the urban population size indicate that the difference in population size has little effect on the total amount of per capita construction land.(2) The climate revision results of per capita residential land and per capita construction land in major cities reveal that the revised climate value varies greatly between north and south China. The revised climate values of the per capita area of construction land vary by latitude as follows: the value at 20°N is 93 m~2/person, the value at 30°N is 97 m~2/person, the value at 40°N is 103 m~2/person, and the value at 50°N is 115 m~2/person. The basic standard land value of 95 m~2/person is generally distributed across the Xiamen-Guilin-Kunming line.(3) The cities located in mountainous areas, hilly valleys, or inter-montane basins can reduce the allocation of community parks and comprehensive parks when the average width of an existing river valley or inter-montane basin is less than 2 km. When the average width of the valley or inter-montane basin is between 2 km to 4 km, the allocation of the comprehensive parks can be reduced. The revised results of per capita sloping construction land reveal that the terrain slope greatly affects the revised value of per capita construction land. Specifically, the revised value at 3° is 3.68% higher than the basic standard value, and the increase rates at 8°, 15°, and 25° are 11.25%, 26.49%, and 68.47%, respectively.     

中国金红石矿床成矿地质条件及成矿远景

中国金红石矿床成因类型不一,控矿因素各异。通过对地层、构造(包括大地构造环境及褶皱)等控矿因素,区域变质作用、岩浆作用、热液作用、风化及沉积作用等成矿地质条件及矿床分布等规律的归纳与研究,提出了陕西石泉-镇坪、陕西丹凤-西峡、河南南召-方城、湖北枣阳-河南新县、湖北英山-潜山、江苏徐州-东海、山东栖霞-荣城、山西代县-河北涞水、四川会东9个金红石成矿远景区。并圈定出山东省荣城曲家、安徽凤阳板桥、湖北郧西土门—涧池、湖北七里坪大悟仙山、山西代县义成沟—羊廷寺、河北涞源司各庄、河北丰宁黄土梁等7个找矿靶区。     

山东近岸海湾微型浮游植物分布及其丰度与营养盐相关性研究

2006年7月至2007年10月对山东近岸的威海湾、荣成湾、桑沟湾、靖海湾、五垒岛湾及乳山湾(37°28.7'-36°46.3'N,121°28.8'-122°39.6'E)的26个站位按季节进行了4个航次的现场调查,分析了6个海湾不同季节的微型藻类及营养盐情况,并进一步对几种主要微藻类群与各种营养盐之间的相关性进行了研究.结果表明,各海湾微型浮游植物的平均丰度在456.3×104-2332.2×104cell/L之间;夏季和春季的主要优势种为硅藻:冬季主要优势种为黄藻;秋季主要优势种为隐藻.不同微藻类群与不同营养盐的相关性差异显著,其中,与NH4-N的相关性依次为:绿藻＞黄藻＞隐藻＞甲藻＞硅藻＞金藻,相关系数依次分别为0.965、0.929、0.761、0.748、0.671和-0.304;与NO3-N的相关系数的绝对值为金藻＞隐藻＞甲藻＞硅藻＞黄藻＞绿藻;与PO4-P的相关系数的绝对值则为甲藻＞金藻＞绿藻＞黄藻＞隐藻＞硅藻.     

Outburst risk of barrier lakes in Sichuan,China

34 barrier lakes induced by earthquake have been formed by wedged debris on the river channels after a massive earthquake happening on May 12 in Sichuan, China. Among them, the Tangjiashan Barrier Lake is the largest one. It faces very urgent risk of dam breaking when water level reaches the top and begins overflow in case of storm rainfalls and continually aftershocks, threatening already devastated cities and villages with about 1.5 million people downstream. The outburst of a similar barrier lake occurred in the Minjiang River in 1933, causing a catastrophic flood. Risk analysis indicates that not all barrier lakes are highly dangerous. Only those lakes with very high dams and water to be filled up in short period need to be dealt with immediately.     

济宁市天然焦开发利用调研

济宁市保有煤炭资源储量123．9亿t,其中天然焦4．1亿t,约占山东省的一半。随着几大天然焦赋存煤田周边勘探找煤工作的深入,天然焦的资源储量还将增加4亿～11亿t,最终济宁市的天然焦资源储量将达8亿～15亿t。如何综合利用天然焦将直接影响济宁市乃至山东省资源开发利用水平,并关系到“节能降耗”的能源战略和矿区的服务年限。     

基于C/S的矿产资源开发储量管理信息系统的研发

为实现矿产资源储量管理网络实时查询功能,在目前国土资源部金土工程的储量管理软件的基础上,开发出了"基于C/S的矿产资源开发储量管理信息系统".该系统采用了结构化的程序设计方法,操作系统平台采用了MS Windows系统,程序开发平台采用了Borland公司Delphi,数据库的查询语言采用标准SQL查询语言,主要实现了矿产资源开发和储量数据的综合查询和汇总功能.