Interactive discovery of sequential patterns in time series of wind data     

Norhakim Yusof  Raul Zurita-Milla  Menno-Jan Kraak  Bas Retsios 《International journal of geographical information science》2016,30(8):1486-1506

Wind speed and direction vary over space and time due to the interactions between different pressures and temperature gradients within the atmospheric layers. Near the earth’s surface, these interactions are modulated by topography and artificial structures. Hence, characterizing wind behaviour over large areas and long periods is a complex but essential task for various energy-related applications. In this study, we present a novel approach to discover wind patterns by integrating sequential pattern mining and interactive visualization techniques. The approach relies on the use of the Linear time Closed pattern Miner sequence algorithm in conjunction with a time sliding window that allows the discovery of all sequential patterns present in the data. These patterns are then visualized using integrated 2D and 3D coordinated multiple views and visually explored to gain insight into the characteristics of the wind from a spatial, temporal and attribute (type of wind pattern) point of view. This proposed approach is used to analyse 10 years of hourly wind speed and direction data for 29 weather stations in the Netherlands. The results show that there are 15 main sequential patterns in the data. The spatial task shows that weather stations located in the same region do not necessarily experience similar wind pattern. For within the selected time interval, similar wind patterns can be observed in different stations and in the same station at different times of occurrence. The attribute task discovered that the repetitive occurrences of chosen pattern indicate as regular wind behaviour at different weather stations that persisted continuously over time. The results of these tasks show that the proposed interactive discovery facilitates the understanding of wind dynamics in space and time.  相似文献   

Spatial data fusion in Spatial Data Infrastructures using Linked Data     

Stefan Wiemann  Lars Bernard 《International journal of geographical information science》2016,30(4):613-636

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青海省祁连县大拉洞柏杨沟矿区煤岩层对比研究          下载免费PDF全文

王立刚  于松  冯园园  赵宝聚  魏伟  王琳琳  薛玉琴 《山东国土资源》2016,32(9)

通过研究太原组的沉积特征及聚煤变化规律,采用了标志层、煤岩层组合特征、层间距、测井曲线形态等方法,对矿区内煤层、岩层进行了综合对比。确定了该区主要煤层的赋存层位、形态、分布及变化特征,对周边地区找煤工作具有一定的指导作用。  相似文献   

玲珑金矿西山幔源脉岩地球化学特征          下载免费PDF全文

孙雨沁  马晓东  程伟  张岩  李敏 《山东国土资源》2016,32(2)

玲珑西山幔源脉岩主微量元素的变化暗示了源岩很可能经历过类似俯冲带流体的交代作用,矿化流体中含有较高含量的金属矿物,具有Eu的正异常,指示了源区是深源的。脉岩中的CO2来源可能是花岗岩岩浆热液的混入,石英来源于陆壳碎屑物质部分熔融形成的S型花岗岩,硫的来源与幔源脉岩岩浆同源,或来自地幔,或来自地壳深部。  相似文献   

地震勘探技术在煤炭勘查中的应用与展望          下载免费PDF全文

许崇宝  王晶  曾爱平 《山东国土资源》2016,32(1)

地震勘探作技术为一种重要的勘探方法,可以经济、有效的发现资源和解决资源开采过程中遇到的构造、地层、岩性等问题。煤炭地震勘探发展过程中地震野外数据采集、地震数据处理和地震解释都取得了重大成就,目前煤炭地震勘探正进一步向高信噪比、高分辨率、高保真度、高清晰度、高精度、定量分析的方向发展,未来也必将在煤炭资源发现和矿井隐蔽致灾因素的探测中发挥重要作用。  相似文献   

Impact Compressive Creep Characteristics of Simulative Soil for Deep-Sea Sediment     

Wen-Bo Ma  Feng Xu  Kang Feng 《Marine Georesources & Geotechnology》2016,34(4):356-364

The impact load (equivalent impact height) applied to deep-sea sediment by a walking mining machine was first deduced by the energy conservation principle, and the simulative soil was prepared based on the deep-sea sediment collected from the Pacific C-C mining area. The self-designed impact compressive creep tests of the simulative soil were conducted under different ground stresses and impact heights, in order to determine impact compressive creep parameters using a K-H rheological model. Test results show that the impact compressive creep curves have three similar creep stages (transient creep, unstable creep, and stable creep) to static compressive creep curves, where the transient creep deformation and total deformation at the unstable creep stage decrease with the impact load. Among the three impact compressive creep parameters (K₁, K₂, β) of the simulative soil, K₁ is first increased with impact height and finally fluctuated to a certain stable value, while K₂ and β are approximately linearly increased with impact height. The maximum subsidence of the mining machine under a specific designed ground stress and walking velocity predicted by the impact compressive creep constitutive equation can be used for safety assessment of the mining machine.  相似文献   

Regional Variability in Occurrence and Distribution of Polymetallic Nodules in the Central Indian Basin     

Anil B. Valsangkar 《Marine Georesources & Geotechnology》2016,34(6):542-549

Regional scale morphological studies on different-sized polymetallic nodules from the Central Indian Basin show that only 2–5 cm sized nodules have highest occurrence per station (92–94% along latitudes; 88–94% along longitudes). A nodule size shows an inverse relationship with the nodule distribution, grade, and abundance. Interestingly, only 3–4 and 4–5 cm sized nodules have highest grade, abundance, and distribution percentages along longitudes in P₁, first generation mine site and relinquished area, which further implies that the nodule mining along the longitude would be beneficial. Different-sized nodule groups suggest their formation under variable environmental conditions that existed in the Central Indian Basin. The coexistence of different-sized nodules suggests different environmental conditions existed in the Central Indian Basin.  相似文献   

典型矿区尾矿库特征污染物识别研究          下载免费PDF全文

任鸿飞  杨家林  马彤真 《探矿工程》2018,45(10):115-118

通过对典型尾矿库土壤样品分析,利用重金属超标率、植物体BCF、污染因子的权重值筛选等通进行典型污染物识别,为开展尾矿库污染治理工作提供依据。  相似文献   

小秦岭太峪水系沉积物重金属污染生态危害评价     

张江华  王葵颖  徐友宁  吴耀国  陈华清 《地质通报》2018,37(12):2224-2232

以金矿开发影响的黄河二级支流太峪水系沉积物为研究对象,沿河采集16个表层沉积物样品,分层采集垂向剖面10件水库沉积物样品,测定了样品中重金属元素Hg、Pb、Cd、Cr、As、Cu和Zn的含量,采用Hakanson潜在生态指数法和Tomlinson污染负荷指数法评价重金属元素污染程度和潜在生态风险。结果表明,矿业活动是太峪水系沉积物重金属元素污染的主要因素;变异系数、富集系数和最高污染系数均反映Hg、Pb、Cd是太峪水系沉积物的特征污染重金属元素,Cr和As的质量分数接近地区背景值;太峪水系表层沉积物受到重金属元素的极强污染,山区段污染较山外更严重;整个流域的Hg、Pb、Cd具有很强的潜在生态危害,Cr、As、Zn的潜在生态危害轻微;太峪水系沉积物垂向各层沉积物都受到重金属元素的极强污染,生态问题以Hg、Pb、Cd的潜在生态危害为主,其污染和生态危害程度都高于流向上的沉积物。潜在生态危害指数评价突出了不同元素的毒性和危害程度,而污染负荷指数法侧重于样本空间上的污染程度,二者互补使用有利于实际问题的全面评价。  相似文献   

西藏多龙矿区生态环境遥感调查研究     

王俊华 《地质与勘探》2018,54(4):781-790

本文依托项目《西藏多龙矿床技术经济与环境综合评价》,利用高分二号、资源三号及landsat8等多源遥感数据对西藏多龙矿区生态地质环境进行调查研究。通过遥感技术与实地调查结合,查明了矿区生态地质环境现状,取得了涵盖人类活动、矿山地质活动、河流湖泊现状、植被覆盖与荒漠化情况等内容的专题成果。研究结果表明,砂金矿开采及尾矿堆积物给当地生态环境造成不可逆破坏,同时探槽、钻孔及地表金属污染等也给生态环境带来一定程度的影响。通过对目前中国矿储量第一的多龙铜多金属矿床进行开发前全面、综合的生态地质环境调查研究,能够为藏北矿山开发对生态地质环境的影响评估提供科学依据,为西藏多龙矿区建设绿色矿山和绿色开发提供建议及决策依据。  相似文献