基于决策树分类的大屯矿区地物信息提取及矿区污染分析

本文在对国内外遥感图像分类方法充分研究分析的基础上,选择决策树分类法对大屯矿区的Landsat 8遥感图像进行分类研究。选取样本提取并分析研究区典型地类光谱特征曲线,依据光谱曲线特征和归一化植被指数建立了土地利用分类决策树模型,通过反复试验和修正,筛选出适宜大屯矿区地物分类的决策树最优阈值,对研究区进行分类和精度评价,最后通过分类结果对研究区的水体污染状况进行简要分析。     

EMD-Wavelet-ICA耦合模型及其在GPS坐标序列降噪中的应用

在分析比较经验模态分解(EMD)、小波变换(Wavelet)和独立分量分析(ICA)优缺点的基础上,提出一种新的EMD-Wavelet-ICA耦合模型。该模型充分利用了EMD的自适应性,对原始信号进行分解获得不同频率的模态函数(IMF),采用标准化模量的累计均值对IMF进行尺度划分;进而分别采用Wavelet和ICA对高频和低频IMF进行降噪,将降噪后的IMF进行多尺度重构,获得降噪后的信号;采用信噪比、标准差、偏差和相关系数等指标对降噪效果进行评价。仿真数据和GPS坐标序列的处理结果表明:与EMD模型和EMD-ICA模型相比,新模型的标准差、偏差均有不同程度的减小;信噪比和相关系数有一定程度的增大,可以获得更好的降噪效果。     

卫星臭氧资料的发展与应用

随着卫星探测技术的进步、天气学和气候学理论的不断完善,以及高性能计算机广泛应用,卫星臭氧资料的种类得到极大丰富并被应用到多个研究领域中,取得了一系列重要成果。文中介绍了主要星载臭氧探测仪的发展概况,回顾了卫星臭氧资料在气象领域的应用研究成果,主要包括卫星臭氧资料在气旋或低压过程中、全球或区域臭氧的气候分布及变化特征、高原臭氧分布及变化特点、数值应用等方面的应用研究,并展望了卫星臭氧资料研究的未来发展趋势。      

气象预警信息一键式发布系统研究与应用

基于WebGIS、HTTP通信、数据库等技术,制定了一键式预警信息发布规范,有效整合了电子显示屏、预警大喇叭、手机等预警发布终端,开发了气象预警信息一键式发布平台,实现了地图综合显示、气象数据叠加、任意预警区域选取、一键式发布预警信息等功能,提高了预警信息发布的可视化水平,保证了多终端预警信息发布的高效性、一致性。该系统的一键式信息发布技术,为气象预警发布开拓了新思路,能够有效提升业务水平和预警发布能力。     

塔河油田奥陶系岩溶储层垂向带发育特征及其识别标准

岩溶储层在垂向上的分带性是岩溶在垂向上发育不均匀的客观表现。根据现代岩溶理论,通过对大量测井资料的统计分析,按照岩溶缝洞系统发育强弱及地下水运动方式、岩溶作用方式,将岩溶储层垂向上划分为表层岩溶带、垂向渗滤溶蚀带、径流溶蚀带、潜流溶蚀带等四个岩溶发育带,并建立了塔河油田奥陶系岩溶储层垂向带划分的测井响应与岩溶成因组合指标体系。测井响应指标包括自然伽玛、电阻率、井径等;岩溶成因指标包括地下水径流方式、岩溶作用类型、充填特征和岩溶个体形态等。根据岩溶储层垂向带划分标准,对塔河油田奥陶系岩溶储层垂向带发育特征进行了统计分析,并对不同地貌区岩溶储层的垂向带发育特征进行分析。分析认为:表层岩溶带以大中型溶蚀孔洞为主,测井显示为高伽玛,低电阻;半充填(或未充填)时测井表现为低伽玛,低电阻;垂向渗滤溶蚀带以高角度溶缝和小型溶蚀孔洞为特征,测井显示为低伽玛,高电阻;径流溶蚀带多发育大型溶洞,测井显示为高伽玛,低电阻;潜流溶蚀带岩溶弱发育,测井显示为低伽玛,高电阻。     

薄板样条函数支持下的等深线追踪算法研究

基于薄板样条函数的拟合曲面能很好地根据水深点数据模拟水下地形,通过建立一定密度的规则格网可以十分精细地追踪等深线。因薄板样条曲面是光滑的,故生成的等深线具有一定的平滑性。本文首先论述了薄板样条曲面的解算步骤,然后研究了在该曲面上构建规则格网模型和追踪等深线的算法,最后以南方CASS作为实现平台,根据实际数据生成的等深线效果证明了本文提出的算法是可行有效的,能有效地避免曲线拟合过程中产生的凸起或陡变现象。     

基于“智慧城管”的宁波市城市管理多源数据整合研究

叙述了进行基于"智慧城管"的宁波市城市管理多源数据整合研究的必要性,阐明了整合的方法和技术路线,确定了整合的数据资源种类,描述了整合数据资源当作扩充城市部件的基本原理以及整合数据类的编码和属性表达方法,最后对整合后的应用效果进行了分析,即实现整合数据资源的高度共享和增值利用。     

Shale Gas Formation and Occurrence in China: An Overview of the Current Status and Future Potential

Shale gas is one of the most promising unconventional resources both in China and abroad. It is known as a form of self-contained source-reservoir system with large and continuous dimensions. Through years of considerable exploration efforts, China has identified three large shale gas fields in the Fuling, Changning and Weiyuan areas of the Sichuan Basin, and has announced more than 540 billion m~3 of proven shale gas reserves in marine shale systems. The geological theories for shale gas development have progressed rapidly in China as well. For example, the new depositional patterns have been introduced for deciphering the paleogeography and sedimentary systems of the Wufeng shale and Longmaxi shale in the Sichuan Basin. The shale gas storage mechanism has been widely accepted as differing from conventional natural gas in that it is adsorbed on organic matter or a mineral surface or occurs as free gas trapped in pores and fractures of the shale. Significant advances in the techniques of microstructural characterization have provided new insights on how gas molecules are stored in micro- and nano-scale porous shales. Furthermore, newly-developed concepts and practices in the petroleum industry, such as hydraulic fracturing, microseismic monitoring and multiwell horizontal drilling, have made the production of this unevenly distributed but promising unconventional natural gas a reality. China has 10–36 trillion m~3 of promising shale gas among the world's whole predicted technically recoverable reserves of 206.6 trillion m~3. China is on the way to achieving its goal of an annual yield of 30–50 billion m~3 by launching more trials within shale gas projects.     

Characteristics and Origin of Tight Oil Accumulations in the Upper Triassic Yanchang Formation of the Ordos Basin, North-Central China

The Upper Triassic oil accumulations in the Ordos Basin is the most successful tight oil play in China,with average porosity values of less than 10% and permeability values below 1.0 mD.This study investigated the geological characteristics and origin of the tight oil accumulations in the Chang 6 member of the Upper Triassic Yanchang Formation in the Shanbei area based on over 50,000 petrological,source-rock analysis,well logging and production data.The tight oil accumulation of the Chang 6 member is distributed continuously in the basin slope and the centre of the basin.The oilwater relationships are complex.Laumontite dissolution pores are the most important storage spaces,constituting 30%-60% of total porosity and showing a strong positive relationship with oil production.The pore-throat diameter is less than 1 μm,and the calculated critical height of the oil column is much larger than the tight sand thickness,suggesting that the buoyancy was probably of limited importance for oil migration.The pressure difference between the source rocks and sandstone reservoirs is inferred to have provided driving force for hydrocarbon migration.Two factors of source-reservoir configuration and laumontite dissolution contributed to the formation of the Chang 6 tight oil accumulations.Intense hydrocarbon generation and continuous sand bodies close to the hydrocarbon kitchen are the foundation for the large-scale oil distribution.Dissolution of feldspar-laumontite during the process of organic matter evolution generated abundant secondary pores and improved the reservoir quality.