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Surface Prediction using Rejection Sampling to Handle Non-linear Constraints 利用拒绝采样处理非线性约束的地表预测
Q3 Earth and Planetary Sciences Pub Date : 2015-12-01 DOI: 10.2113/GSCPGBULL.63.4.304
P. Abrahamsen, P. Dahle, V. Hauge, Ariel Almendral-Vazquez, Maria Vigsnes
Abstract We demonstrate accurate prediction of geological surfaces by imposing consistent physical and stochastic relationships between surfaces. The accuracy is improved by using all relevant information collected in wells: well points, zonation in horizontal sections, and gas/fluid content along wells. The conditioned surfaces are used to provide estimates of gross rock volumes of oil and gas reservoirs. In particular, it is shown how knowledge of spill point and zonation along well paths affect trapped volumes. A plain rejection sampling technique is used to deal with the highly non-linear relationships between a surface and its spill point. For well path conditioning, an extension of kriging to treat inequality constraints is proposed. It is based on efficient rejection sampling from a high dimensional truncated multivariate Gaussian distribution. The impact on gross rock volume distributions from different assumptions and data types is demonstrated by examples and the uncertainties in all the involved data types are consistently handled and quantified.
摘要:我们通过施加表面之间一致的物理和随机关系来证明地质表面的准确预测。通过使用井中收集的所有相关信息,包括井点、水平段的分带以及井中气体/流体含量,可以提高精度。条件面用于估计油气储层的总岩石体积。特别是,它显示了泄漏点和沿井径带的知识如何影响捕获体积。一个简单的拒绝采样技术被用来处理一个表面和它的溢出点之间的高度非线性关系。对于井径条件,提出了kriging不等式约束的扩展。它基于高维截断多元高斯分布的有效抑制抽样。举例说明了不同假设和数据类型对总岩石体积分布的影响,并对所有相关数据类型中的不确定性进行了一致的处理和量化。
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引用次数: 3
A Discussion of the Importance of Particle Size Distribution Data for Characterizing Athabasca Oil Sands 浅谈粒径分布数据对表征阿萨巴斯卡油砂的重要性
Q3 Earth and Planetary Sciences Pub Date : 2015-12-01 DOI: 10.2113/GSCPGBULL.63.4.318
O. Babak
Abstract Predicting bitumen recovery from the McMurray Formation oil sands is required to optimize resource management and development planning. While there are many parameters that affect the recovery predictions, bitumen grade and fines in the oil sands mining, and permeability in the in situ projects, are the most important geological parameters. In this paper, we discuss how particle size distribution data can aid in the estimation of these and some other parameters and what value it brings in improving our understanding of oil sands quality and recovery. We conclude with a short review of the methods currently available for particle size distribution modeling, while paying special attention to a practical particle size distribution modeling approach based on look-up tables. The proposal is illustrated using Telephone Lake data.
预测McMurray组油砂沥青采收率是优化资源管理和开发规划的必要条件。虽然影响采收率预测的参数有很多,但油砂开采中的沥青品位和细粒以及原位项目中的渗透率是最重要的地质参数。在本文中,我们讨论了粒度分布数据如何帮助估计这些参数和其他一些参数,以及它在提高我们对油砂质量和采收率的理解方面带来的价值。最后,我们简要回顾了目前可用于粒度分布建模的方法,同时特别关注一种实用的基于查找表的粒度分布建模方法。该方案以电话湖数据为例进行了说明。
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引用次数: 2
Optimization of Variograms used for Truncated Plurigaussian Simulation 截断多高斯模拟变差函数的优化
Q3 Earth and Planetary Sciences Pub Date : 2015-12-01 DOI: 10.2113/GSCPGBULL.63.4.345
Samane Sadeghi, J. Boisvert
Abstract Stochastic simulation of facies is a continuing and important area of research. To increase model performance and reproduce realistic relationships between categories (facies), an understanding of the geometries and internal architecture of the domain is required. Modelling of spatial categorical data with truncated bi-Gaussian simulation and generating the required mask that reproduces the desired category’s spatial relationships is an important, initial step in categorical variable modelling. Truncated bi-Gaussian simulation is typically used when there are known, complex spatial relationships between the categories. Truncation rules based on thresholds applied to the Gaussian realizations (i.e. the mask) control the proportions and ordering of categories in the simulation. The choice of these thresholds has a large effect on the final models. This work describes a program that is developed for truncated Gaussian simulation where the truncation rules are linear, but are locally varying to account for locally varying proportions. The appropriate truncation rules are calculated based on the user supplied locally varying proportion maps. Moreover, an optimization framework to determine the input variograms used to generate the initial Gaussian realizations is presented. Initially, the optimization is brute force with the best set of variograms carried forward; the second local refinement step is important in obtaining reasonable bi-Gaussian models. A case study simulating rock types at a mineral deposit is presented to illustrate the implementation of the proposed methodology.
相随机模拟是一个不断发展的重要研究领域。为了提高模型性能并再现类别(相)之间的真实关系,需要了解领域的几何形状和内部架构。用截断的双高斯模拟对空间分类数据进行建模,并生成再现所需类别空间关系的所需掩模,这是分类变量建模中重要的第一步。截断双高斯模拟通常在类别之间存在已知的复杂空间关系时使用。基于应用于高斯实现的阈值的截断规则(即掩码)控制仿真中类别的比例和顺序。这些阈值的选择对最终模型有很大的影响。这项工作描述了一个为截断高斯模拟开发的程序,其中截断规则是线性的,但局部变化以解释局部变化的比例。根据用户提供的局部变化比例图计算适当的截断规则。此外,还提出了一个优化框架来确定用于生成初始高斯实现的输入变差。最初采用暴力优化方法,将最优方差集发扬下去;第二步局部细化对于得到合理的双高斯模型非常重要。本文以一个模拟矿床岩石类型的案例研究来说明所提出方法的实施。
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引用次数: 1
The Neoproterozoic succession of the central Rocky Mountains, Canada 加拿大落基山脉中部新元古代的演替
Q3 Earth and Planetary Sciences Pub Date : 2015-09-01 DOI: 10.2113/GSCPGBULL.63.3.243
M. McMechan
Abstract The Neoproterozoic succession exposed in the central Canadian Rocky Mountains comprises a thick (2 to 5 km) sequence of marine clastic rocks deposited after major subsidence associated with continental scale rifting. A major transverse south to north change in lithofacies separates the succession into southern more distal and northern more proximal sequences. The southern sequence (Miette Group) comprises the sandstone-conglomerate dominated McKale Formation (new) overlain by the argillite and siltstone dominated East Twin Formation (new). Locally, black pyritic slate and limestone of the Cushing Creek Formation (new) occurs at the base. The Cushing Creek Formation was deposited in a deep euxinic basin with only minor sandstone turbidite deposition. The lower part of the McKale Formation was deposited in basin-floor turbidite complexes, whereas the upper part, with its thick interlayered argillite intervals and uncommon slump structures, was deposited in lower slope environments. A thick varicoloured argillite unit separates the lower and upper McKale Formation in northeastern exposures. This unit, mappable into the lower part of the Framstead Formation and correlative with the Old Fort Point Formation, records an abrupt reduction in the supply of clastic material associated with the termination of glaciation. The East Twin Formation represents a transition from slope sedimentation at the base to shallow-marine sedimentation at the top. It records the reduction of the supply of coarse clastic material into the basin and the filling of the Neoproterozoic basin. The northern sequence (Misinchinka Group) comprises in succession: diamictite of the Vreeland Formation (new); argillite with local carbonate olistoliths, medial sandstone to conglomerate and, in the east, basal interbedded sandstone and argillite of the Framstead Formation (new); carbonate of the Chowika Formation; and argillite and siltstone of the Cut Thumb Formation (new). Locally interbedded siltstone, argillite and sandstone of the Paksumo Formation (new) occur at the base of the exposed succession. The Paksumo, Vreeland Formation and basal part of the Framstead Formation record glacially influenced slope sedimentation. The Paksumo Formation and basal part of the Framstead Formation are primarily turbidite deposits, whereas diamictites of the Vreeland Formation are primarily resedimented mass flow and glaciogenic ‘rain-out’ deposits. The lower part of the Framstead Formation records an abrupt reduction in the supply of clastic material associated with a post-glacial eustatic sea level rise. Large olistoliths of shallow-water carbonate in both the lower and upper parts of the Framstead Formation indicate deposition in a slope environment and instability of the adjacent carbonate platform. Sandstone to conglomerate turbidite-filled channels in the middle part of the Framstead Formation record a relative sea level drop and a temporary breakdown of the adjacent carbonate platform
加拿大中部落基山脉的新元古代演替是由一层厚(2 ~ 5 km)的海相碎屑岩组成的,这些碎屑岩是在大陆尺度裂陷后沉降形成的。岩相主要由南向北横向变化,将序列划分为南侧较远层序和北侧较近层序。南层序(Miette群)为砂岩砾岩为主的McKale组(新),上覆以泥质岩和粉砂岩为主的East Twin组(新)。局部基底发育库欣溪组黑色黄铁矿板岩和石灰岩(新)。库欣溪组沉积于深部缺氧盆地,仅有少量砂岩浊积岩沉积。McKale组下部沉积于盆底浊积岩杂岩中,上部沉积于下斜坡环境,层间泥质层段较厚,滑塌构造少见。在东北暴露处,一层厚的彩色泥质岩单元将上下麦卡莱组分开。该单元可映射到弗拉姆斯特德组的下部,并与旧堡角组相关,记录了与冰川作用终止有关的碎屑物质供应的突然减少。东双组代表了由底部斜坡沉积到顶部浅海沉积的过渡。记录了盆地粗碎屑物质供给的减少和新元古代盆地的充填。北层序(Misinchinka群)依次包括:弗里兰组(新)辉晶岩;含局部碳酸盐鲕粒岩的泥质岩,中部砂岩-砾岩,东部为弗拉姆斯特德组基底互层砂岩-泥质岩(新);Chowika组碳酸盐岩;切割拇指组的泥质岩和粉砂岩(新)。Paksumo组(新组)粉砂岩、泥质岩和砂岩局部互层发育于出露序列底部。Paksumo组、Vreeland组和Framstead组基底记录的冰川作用影响了斜坡沉积。Paksumo组和Framstead组的基底部分主要是浊积岩沉积,而Vreeland组的二晶岩主要是再沉积的块状流沉积和冰川形成的“雨蚀”沉积。弗拉姆斯特德组下部记录了与冰川后海平面上升有关的碎屑物质供应的突然减少。弗拉姆斯特德组上下段浅水碳酸盐岩的大型鲕粒岩表明其沉积环境为斜坡环境,且邻近的碳酸盐岩台地不稳定。弗拉姆斯特德组中部砂岩-砾岩浊积岩充填河道记录了海平面的相对下降和相邻碳酸盐岩台地的暂时破坏。弗拉姆斯特德组上部细碎屑斜坡沉积的回归记录了海平面的相对上升。上覆的Chowika碳酸盐岩台地记录了碎屑沉积物供应的急剧减少和海平面的相对下降。突然上覆的切拇指组代表了海平面的相对上升和向较深水的硅质陆架沉积的转变,这在南部没有反映出来。新元古代温德米尔沉积末期附近的构造作用导致了最初的深盆底部分反转,在西部形成一个外侧高地,并使横向相变带重新激活,呈现北下而非南下的特征。
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引用次数: 10
Cretaceous forensic podiatry: big game tracking with a microresistivity image log on a McMurray Formation scroll bar 白垩纪法医足部:在麦克默里地层滚动条上使用微电阻率图像日志跟踪大型游戏
Q3 Earth and Planetary Sciences Pub Date : 2015-09-01 DOI: 10.2113/GSCPGBULL.63.3.225
H. Brekke
Abstract For the first time, a subaereal scroll bar setting is described for the McMurray Formation. It is made up of ridge and swale features capping point bar deposits. Occurring in the same narrow stratigraphic zone, scroll bars appear as either a vertical section of low-angle dips corresponding to ridges, or flat-lying bedding deposited in swales. These features were deposited from suspension during flooding events; the orientation of one set of ridges parallels point bar development, while the ridges overlying a second point bar are oriented obliquely. The orientation of the oblique ridges was locally controlled by superelevation of the river. Newly interpreted vertical loading structures up to 60 cm deep and 50 cm across are interpreted to be dinosaur footprints. These footprints are limited to a narrow stratigraphic zone above the point bars in the associated ridge and swale setting of the scroll bar. These are the first dinosaur footprints discovered in the McMurray Formation and the first to be interpreted from image logs. Although these footprints were identified in image logs, the image log features now permit the identification of footprints in core. The scroll bars and dinosaur footprints each provide direct evidence for a floodplain environment in the McMurray Formation, but combined provide compelling documentation of a subaereal setting and the complete point bar –scroll bar cycle. This new interpretation expands the depositional framework for future mapping in the McMurray Formation.
摘要首次描述了McMurray地层的地下滚动条设置。它由山脊和洼地组成,覆盖点砂坝矿床。在同一狭窄的地层带中,涡旋条状物要么表现为与山脊相对应的低角度垂向剖面,要么表现为沉积在洼地中的平坦层理。这些特征是在洪水事件期间从悬浮中沉积下来的;一组脊的方向平行于点坝的发展,而上覆在第二点坝上的脊的方向是倾斜的。斜脊的方位局部受河流超高标高控制。最近解释的深达60厘米、宽达50厘米的垂直加载结构被解释为恐龙脚印。这些脚印被限制在滚动条的相关山脊和洼地设置的点坝上方的狭窄地层带内。这是在麦克默里组发现的第一批恐龙脚印,也是第一批通过图像日志进行解释的恐龙脚印。尽管这些足迹是在映像日志中识别的,但是映像日志特性现在允许在核心中识别足迹。滚动条和恐龙脚印分别为McMurray组的洪泛平原环境提供了直接证据,但结合起来提供了令人信服的地下环境和完整的点条-滚动条循环的文件。这一新的解释扩展了未来McMurray组测绘的沉积框架。
{"title":"Cretaceous forensic podiatry: big game tracking with a microresistivity image log on a McMurray Formation scroll bar","authors":"H. Brekke","doi":"10.2113/GSCPGBULL.63.3.225","DOIUrl":"https://doi.org/10.2113/GSCPGBULL.63.3.225","url":null,"abstract":"Abstract For the first time, a subaereal scroll bar setting is described for the McMurray Formation. It is made up of ridge and swale features capping point bar deposits. Occurring in the same narrow stratigraphic zone, scroll bars appear as either a vertical section of low-angle dips corresponding to ridges, or flat-lying bedding deposited in swales. These features were deposited from suspension during flooding events; the orientation of one set of ridges parallels point bar development, while the ridges overlying a second point bar are oriented obliquely. The orientation of the oblique ridges was locally controlled by superelevation of the river. Newly interpreted vertical loading structures up to 60 cm deep and 50 cm across are interpreted to be dinosaur footprints. These footprints are limited to a narrow stratigraphic zone above the point bars in the associated ridge and swale setting of the scroll bar. These are the first dinosaur footprints discovered in the McMurray Formation and the first to be interpreted from image logs. Although these footprints were identified in image logs, the image log features now permit the identification of footprints in core. The scroll bars and dinosaur footprints each provide direct evidence for a floodplain environment in the McMurray Formation, but combined provide compelling documentation of a subaereal setting and the complete point bar –scroll bar cycle. This new interpretation expands the depositional framework for future mapping in the McMurray Formation.","PeriodicalId":56325,"journal":{"name":"Bullentin of Canadian Petroleum Geology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.2113/GSCPGBULL.63.3.225","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68207621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Petroleum geology of Carboniferous volcanic weathered crust in northern Xinjiang, China 新疆北部石炭系火山风化壳石油地质
Q3 Earth and Planetary Sciences Pub Date : 2015-06-01 DOI: 10.2113/GSCPGBULL.63.2.171
L. Hou, Chun Yang, Fan Yang, Xiaojun Lou, Yan Wei
Abstract Previous studies on volcanic rock reservoirs were focused on lithology, lithofacies and fractures. Primary processes may lead to high porosity and permeability, and secondary processes tend to decrease primary porosity. However, this is not the case in northern Xinjiang, where Carboniferous volcanic rocks covered an area of 378×103 km2 dominated by intermediate-basic rocks of low porosity. At the end of the Carboniferous, these rocks were uplifted, underwent denudation and weathering, and then formed a weathered crust. All types of volcanic rocks might form favorable reservoirs after long-term weathering. The reservoir properties of the crust were controlled by weathering degree and fault development. Four types of reservoir porosity developed: dissolutional pore, pore-fracture, fracture and fracture-cave. Dissolutional pores and fractures are the main reservoir spaces. Under the influence of fractures and an enhanced fracture dissolution environment, the volcanic reservoirs have improved physical properties in deeper burial settings. The depth range of effective reservoirs under the unconformity, either close to, or far from fracture zones, is between 1100 m and 550 m, with maximum porosities of 32% and 24%, respectively. Hydrocarbons have accumulated close to the effective source rock zone due to strong heterogeneities of the volcanic reservoir. The overlying Carboniferous mudstone formed effective caprock. The current structural highs and slope zone coincided well with the paleogeomorphology and form traps for hydrocarbons. Faults and fractures control hydrocarbon enrichment. This is contrary to the view that the Carboniferous is simply impermeable basement in this region, and not capable of hydrocarbon generation.
以往对火山岩储层的研究主要集中在岩性、岩相和裂缝方面。原生作用可导致高孔隙度和高渗透率,次生作用可降低原生孔隙度。而北疆地区则并非如此,石炭系火山岩覆盖面积378×103 km2,以低孔隙度中基性岩为主。在石炭纪末期,这些岩石被抬升,经历剥蚀和风化,形成风化壳。所有类型的火山岩经过长期风化后都可能形成有利的储层。地壳储层物性受风化程度和断裂发育程度的控制。储层孔隙发育溶孔、孔缝、裂缝和缝洞四种类型。溶蚀孔隙和裂缝是主要的储集空间。在裂缝作用和裂缝溶蚀环境增强的影响下,火山岩储层在深部埋藏条件下物性得到改善。不整合面下有效储层深度范围在1100 ~ 550 m之间,裂缝带附近有效储层深度在1100 ~ 550 m之间,最大孔隙度分别为32%和24%。由于火山岩储层非均质性强,油气在有效烃源岩带附近聚集。上覆石炭系泥岩形成有效盖层。现今构造高坡带与古地貌吻合良好,形成油气圈闭。断裂和裂缝控制油气富集。这与本地区石炭系仅为不透水基底,不具备生烃能力的观点相反。
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引用次数: 8
Determining the age and depositional model of the Doig Phosphate Zone in northeastern British Columbia using conodont biostratigraphy 利用牙形石生物地层学确定不列颠哥伦比亚省东北部多伊格磷矿带的年龄和沉积模式
Q3 Earth and Planetary Sciences Pub Date : 2015-06-01 DOI: 10.2113/GSCPGBULL.63.2.143
M. Golding, M. Orchard, J. Zonneveld, N. Wilson
Abstract Conodont biostratigraphy of the upper Montney and Doig formations in the subsurface of northeastern British Columbia provides the first age constraints on the boundary between these two formations. Previously presumed to be broadly but uniformly equivalent to the Spathian-Anisian boundary, it is shown herein to be highly diachronous, ranging from Spathian to Middle Anisian in age. It is oldest in the Altares area (at 56.201389 N; 121.906667 W) and youngest in the Dawson area (at 55.846389 N; 120.203333 W). The fact that the Montney-Doig boundary is oldest in the centre of the study area and younger in all directions suggests that the basal Doig Formation does not represent simple west-east transgression as previously thought. Rather, the Doig Formation was apparently deposited in the Altares region first and transgression must have proceeded away from this point. The lowest part of the Doig Formation, the Doig Phosphate Zone, has long been recognised as a condensed horizon. However, it is not condensed equally throughout northeastern British Columbia. It is most condensed in the Swan and eastern Groundbirch areas, and most expanded in the Altares and western Groundbirch areas. Together, these observations support the presence of palaeo-highs within and to the west of the Western Canada Sedimentary Basin during the Middle Triassic, a hypothesis that has been proposed previously on the basis of sedimentary thickness variation and provenance studies.
不列颠哥伦比亚省东北部地下上蒙特尼组和多伊格组牙形石生物地层学为这两个组的边界提供了第一个年龄约束。以前被认为广泛但一致地等同于斯巴达-阿尼西亚边界,这里显示它具有高度的历时性,年龄范围从斯巴达到中阿尼西亚。它是阿尔塔雷斯地区最古老的(北纬56.201389;121.906667 W),最年轻的是Dawson地区(55.846389 N;monney -Doig界线在研究区中部最古老,而在各个方向上都更年轻,这一事实表明,基底Doig组并不像以前认为的那样代表简单的西-东海侵。相反,多伊格组显然首先沉积在阿尔塔雷斯地区,海侵一定是从这里开始的。多伊格组下部的多伊格磷矿带长期以来被认为是一个致密层位。然而,在不列颠哥伦比亚省东北部,它的凝结程度并不均匀。它最集中在天鹅和东部土桦树地区,最扩大在祭坛和西部土桦树地区。总之,这些观测结果支持了中三叠世期间加拿大西部沉积盆地内部和西部存在古隆起的假设,这一假设先前已在沉积厚度变化和物源研究的基础上提出。
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引用次数: 30
Stratigraphic Framework and Depositional Controls on Reservoir Occurrence, Big Valley Formation, Southern Alberta 阿尔伯塔南部大河谷组地层格架及储层产状的沉积控制
Q3 Earth and Planetary Sciences Pub Date : 2015-06-01 DOI: 10.2113/GSCPGBULL.63.2.192
Jacqueline Colborne, G. Reinson, R. Bustin
Abstract Within the past decade, the Big Valley and Exshaw formations in southern Alberta have received significant interest as a potential unconventional oil play because of the overwhelming exploration/exploitation success in the stratigraphically-equivalent Three Forks and Bakken formations in Saskatchewan, Manitoba and North Dakota. Because of continuous industry hype, this upper Devonian-lower Mississippian succession came to be known as the “Alberta Bakken”. Such a term suggests potentially prolific oil production from a reservoir similar to the Bakken in Saskatchewan. In fact the term “Alberta Bakken” is misleading since to date there has been only moderate oil production from localized carbonate reservoirs in the Big Valley Formation, and from very fine-grained sandstones and siltstones of the Mississippian Lower Banff Formation. Reservoir development in the Big Valley Formation is stratigraphically and areally restricted by both depositional facies controls and post-depositional early diagenetic, subaerial and structural-collapse processes. Detailed lithofacies analysis indicates that the Big Valley Formation is divisible into two units: an upper shallow marine limestone and a lower hydrocarbon-bearing, partially dolomitized, peritidal carbonate. The peritidal unit, in turn, is divisible into four lithofacies: peloidal packstone-grainstone (the primary oil-bearing lithofacies), microbial laminite, laminated dolomudstone and intraclastic breccia-laminite. Regionally, each lithofacies is discontinuous and in the order of 0.5 to 2.0 m thick. Locally, however, the peloidal packstone-grainstone attains thicknesses of up to 8 m, forming isolated oil-producing reservoirs. These over-thickened zones correspond to specific areas of Big Valley Formation ‘thicks’, which tend to align with a NNW-SSE trending ‘basement’ lineament that underlies the study area. It is equivocal whether this structural trend is basement-controlled, or reflects dissolution of salt beds along the margin of an underlying evaporite basin. Successful exploration in the Big Valley Formation appears to depend on whether the over-thickened areas can be located.
在过去的十年里,由于在萨斯喀彻温省、马尼托巴省和北达科他州的地层相同的Three Forks和Bakken地层中取得了压倒性的勘探/开发成功,阿尔伯塔省南部的Big Valley和Exshaw地层作为一个潜在的非常规油区受到了极大的关注。由于持续的工业炒作,这个上泥盆统-下密西西比统的演替被称为“阿尔伯塔巴肯”。这一术语表明,类似于萨斯喀彻温省Bakken油田的油藏可能具有丰富的石油产量。事实上,“Alberta Bakken”一词具有误导性,因为到目前为止,在Big Valley组的局部碳酸盐岩储层以及密西西比Lower Banff组的非常细粒度的砂岩和粉砂岩中,只有适度的石油产量。大河谷组的储层发育在地层和区域上均受到沉积相控制和沉积后早期成岩作用、陆上作用和构造崩塌作用的制约。详细的岩相分析表明,大谷组可划分为两个单元:上部浅海相灰岩单元和下部含油气的部分白云化潮旁碳酸盐岩单元。潮周单元又可划分为4个岩相:环面砾岩-颗粒岩(原生含油岩相)、微生物纹层岩、层状白云岩和碎屑内角砾岩-纹层岩。区域上各岩相不连续,厚度在0.5 ~ 2.0 m之间。然而,在局部地区,样面砾岩-颗粒岩厚度可达8米,形成孤立的产油油藏。这些过厚带对应于大峡谷组“厚”的特定区域,这些区域往往与研究区域下方的NNW-SSE走向的“基底”线相一致。这种构造倾向是基底控制的,还是反映了下伏蒸发岩盆地边缘盐层的溶解作用,目前尚不清楚。大河谷组勘探的成功与否似乎取决于是否能找到过厚的区域。
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引用次数: 3
A reassessment of gas resources in selected Upper Cretaceous biogenic gas accumulations in southeastern Alberta and southwestern Saskatchewan, Canada 加拿大阿尔伯塔省东南部和萨斯喀彻温省西南部上白垩统生物气藏资源再评价
Q3 Earth and Planetary Sciences Pub Date : 2015-03-01 DOI: 10.2113/GSCPGBULL.63.1.5
Zhuoheng Chen, Y. Shuai, Norman Wang
Abstract Tens of thousands of production wells drilled during the past 100 years reveal that biogenic gas accumulations in the Upper Cretaceous succession in southeast Alberta and southwest Saskatchewan are a regionally pervasive gas field with mixed reservoirs and varying resource density across the region. Historical pool boundaries have disappeared gradually as a result of in-fill drilling. This suggests that previous resource assessments that used methods based on feature counting, such as the number of pools and individual pools sizes, may have significantly underestimated the resource potential of this field because the resource potential occurring between the pool boundaries were largely ignored and the areal extent of the field is still growing geographically. This study used available historical production data and employed a well performance-based method to re-assess the natural gas potential of this giant gas field. Three major production intervals, Medicine Hat, Milk River and Second White Speckled formations in Upper Cretaceous successions, were assessed. The geographical locations of 86 561 production wells with production from one of these three intervals were used to define the play boundaries. More than ten thousand production wells with historical records were collected and analyzed. All wells with comingled production from more than one zone were excluded to eliminate the impact from mixed contributions from multiple intervals. The remaining 2783 production wells with production from a single formation were used in the Estimated Ultimate Reserve (EUR) calculation for each of the three intervals. The estimated total technically recoverable natural gas resource in the three stratigraphic intervals vary from 30.2 to 73.3 TCF (P90 to P10) with a median of 43.6 and a mean of 50.1 TCF. The total inferred resources obtained for this study are much larger than those obtained previously for this field.
100多年来钻探的数万口生产井表明,阿尔伯塔省东南部和萨斯喀彻温省西南部的上白垩统生物气藏是一个区域性普遍存在的气藏,具有混合储层和不同资源密度。由于充填钻井,历史上的油藏边界逐渐消失。这表明,以前使用基于特征计数的方法进行资源评估,例如池的数量和单个池的大小,可能大大低估了该领域的资源潜力,因为池边界之间发生的资源潜力在很大程度上被忽略了,并且该领域的面积范围在地理上仍在增长。该研究使用了现有的历史生产数据,并采用了基于油井性能的方法来重新评估该巨型气田的天然气潜力。对上白垩统的Medicine Hat、Milk River和Second White Speckled三个主要产层进行了评价。85661口生产井的地理位置被用来确定储层边界。收集并分析了有历史记录的1万多口生产井。排除了多个层的混合生产井,以消除多个层段混合生产的影响。剩下的2783口产井均来自同一地层,用于计算三个层段的估计最终储量(EUR)。3个层段的技术可采天然气资源量在30.2 ~ 73.3 TCF (P90 ~ P10)之间,中位数为43.6 TCF,平均值为50.1 TCF。本研究获得的总推断资源比以前在该领域获得的资源要大得多。
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引用次数: 12
Quantitative seismic interpretations to detect biogenic gas accumulations: a case study from Qaidam Basin, China 柴达木盆地生物气成藏定量地震解释研究
Q3 Earth and Planetary Sciences Pub Date : 2015-03-01 DOI: 10.2113/GSCPGBULL.63.1.108
Yexin Liu, Zhuoheng Chen, Liqun Wang, Yong-shu Zhang, Zhiqiang Liu, Y. Shuai
Abstract Quantitative seismic interpretation can be used to identify lithology and detect petroleum accumulations by integrating rock properties and attributes derived from advanced seismic inversion methods with existing petrophysical data and geological knowledge. We use quantitative seismic interpretations for detection of shallow biogenic gas accumulations in the Qaidam Basin, China, employing an integrated workflow that incorporates petrophysical data, seismic attribute analysis, Constrained Simultaneous Inversion (C-SI) and Bayesian-based Support Vector Machine (B-SVM) inference. Previous petrophysical studies have shown that it is challenging to effectively identify gas-bearing intervals using parameters such as impedance, Poisson’s ratio and porosity, because the reservoir sediments are unconsolidated and at shallow depths. The resistivity well-log response remains as an effective tool for estimating gas saturation and identifying gas-bearing intervals. In this study, we propose the use of the petroleum pore-volume, which is defined as the product of reservoir porosity and gas saturation, to detect biogenic gas accumulations seismically. Rock properties inferred from seismic inversion, such as compressional velocity (Vp), shear velocity (Vs) and density, cannot be used directly for petroleum pore-volume estimation. Therefore, we employ a Bayesian-based support vector machine approach to cross-link well-log properties, seismic AVO attributes and seismic rock properties to quantitatively predict petroleum pore-volume in 2D and 3D seismic dataset. Because seismic information is crucial to statistical inference, we propose C-SI to infer the Vp, Vs and density from seismic elastic impedance gathers, which can be generated from seismic gathers using a traditional recursive seismic inversion method. The C-SI procedures use the Interior-Point algorithm to optimize and solve elastic impedance equations. The Interior-Point method is a popular method for handling constrained non-convex, non-linear optimization problems that involve simultaneously inverting the seismic properties with thousands of seismic samples. This case study indicates that the integrated study workflow is useful for quantitatively predicting petroleum pore-volume, especially in the depth-domain, and that it is an excellent potential indicator for biogenic gas accumulations in complicated geological settings.
通过将先进的地震反演方法得到的岩石性质和属性与现有的岩石物理数据和地质知识相结合,定量地震解释可以用于识别岩性和探测油气聚集。采用岩石物理数据、地震属性分析、约束同步反演(C-SI)和基于贝叶斯的支持向量机(B-SVM)推理相结合的综合工作流程,对柴达木盆地浅层生物气聚集进行定量地震解释。之前的岩石物理研究表明,由于储层沉积物疏松且深度较浅,因此利用阻抗、泊松比和孔隙度等参数有效识别含气层段具有挑战性。电阻率测井响应仍然是估计含气饱和度和识别含气层段的有效工具。在本研究中,我们提出利用石油孔隙体积(定义为储层孔隙度与含气饱和度的乘积)在地震中探测生物气聚集。由地震反演得到的岩石性质,如纵波速度(Vp)、剪切速度(Vs)和密度,不能直接用于石油孔隙体积估算。因此,我们采用基于贝叶斯的支持向量机方法,将测井属性、地震AVO属性和地震岩石属性交联,定量预测二维和三维地震数据集中的石油孔隙体积。由于地震信息对统计推断至关重要,我们提出用C-SI方法从传统递推地震反演方法可以从地震聚集产生的地震弹性阻抗集中推断Vp、v和密度。C-SI程序使用内点算法来优化和求解弹性阻抗方程。内点法是处理约束非凸非线性优化问题的一种常用方法,该问题涉及同时反演数千个地震样本的地震特性。实例研究表明,综合研究流程可用于定量预测石油孔隙体积,特别是在深度域中,是复杂地质条件下生物气聚集的潜在指标。
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引用次数: 3
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Bullentin of Canadian Petroleum Geology
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