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Unmanned Aerial Vehicle Derived DEM Using in Accurate Geometric Analysis for Water Harvesting in Small-Scale Depressions 利用无人飞行器得出的 DEM 对小型洼地集水进行精确的几何分析
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.6ms-2023-11-11
Ahmed Hussein, Sabbar Salih
Due to significant progress in remote sensing over the past few decades, topographic data is now widely available on a global scale. Recent advancements in unmanned aerial vehicle technology have made it possible to get high resolution topographic images on a scale of less than a meter. Making it perfect for small sites survey. Conducted an assessment of the unmanned aerial vehicle ability to estimate various geometric elements by generating a digital elevation model and subsequently analyzing the depression geometrically. The study area in focus was in AL-Sherqat, which consists of a small valley. Upon analysis of the generated digital elevation model, we were able to determine the valley's maximum capacity volume to be 18365.91 m3 at a water level of 186.8 m above sea level. The analysis also yielded other important elements, such as positive volume, negative and positive surface areas, negative and positive planar areas, residual capacity, average depression depth, and average island thickness. The interrelationships among these geometric elements were plotted for further analysis. Based on the results, we conclude that the unmanned aerial vehicle structure from the motion (SFM) algorithm and the produced digital elevation model are suitable for surveying small topographic depressions. This technique could prove valuable for water harvesting purposes.
由于过去几十年遥感技术的长足进步,地形数据现已在全球范围内广泛使用。无人驾驶飞行器技术的最新进展使得获取小于一米的高分辨率地形图像成为可能。这使其成为小型场地勘测的完美选择。通过生成数字高程模型并随后对洼地进行几何分析,对无人飞行器估算各种几何要素的能力进行评估。重点研究区域位于 AL-Sherqat,由一个小山谷组成。在对生成的数字高程模型进行分析后,我们确定该山谷的最大容量为 18365.91 立方米,水位为海拔 186.8 米。分析还得出了其他重要元素,如正体积、负表面积和正表面积、负平面面积和正平面面积、剩余容量、平均洼地深度和平均岛屿厚度。我们绘制了这些几何要素之间的相互关系图,以便进一步分析。根据结果,我们得出结论,无人机运动结构(SFM)算法和生成的数字高程模型适用于勘测小型地形洼地。这项技术可能被证明对集水用途很有价值。
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引用次数: 0
Study of Geotechnical Properties of Clays in the Laylan Region and their Suitability in the Brick Industry in Northeastern Kirkuk, Northern Iraq 伊拉克北部基尔库克东北部莱兰地区粘土岩土特性及其在制砖业中的适用性研究
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.3ms-2023-11-8
Raghad Ibrahim, Aomed Tokmachy
The research dealt with the study and evaluation of geotechnical characteristics, which included tests of the specific gravity, grain-size analysis, and Atterberg Limits, chemical and mineralogical analyses of samples from the Laylan region, northeast of Kirkuk and the possibility of using them as raw materials in the brick industry. The samples have 31.5% clay, 46.25% silt, and 22.25% sand. From this, it turns out that all samples consist mainly of grains the size of clay and silt and small amounts of sand, and thus the deposits of the region are of a nature (Sandy mud ) according to Folk classification. The results of the soil consistency showed that the soil is of a low to medium plasticity type depending on the plasticity scheme within the standard classification of soils and that it can be formed and take suitable plasticity for the brick industry. Chemical analyses revealed that SiO2 and CaO are the clay deposits main components, indicating the high content of quartz and calcium carbonate, The mineralogical analysis by X-ray diffraction techniques indicated that quartz, calcite, feldspar, gypsum, and dolomite are the non clay minerals; Kaolinite, illite, palygorskite and chlorite are the most clay mineral .
该研究涉及岩土特性的研究和评估,包括对基尔库克东北部莱兰地区的样本进行比重测试、粒度分析、阿特伯格极限、化学和矿物分析,以及将其用作制砖业原材料的可能性。这些样本中有 31.5% 的粘土、46.25% 的粉砂和 22.25% 的沙子。由此可见,所有样本主要由粘土和淤泥大小的颗粒以及少量沙子组成,因此根据福克分类法,该地区的沉积物属于沙泥性质。土壤稠度的结果表明,根据土壤标准分类中的塑性方案,该土壤属于中低塑性类型,可以成型并具有适合制砖工业的塑性。通过 X 射线衍射技术进行的矿物学分析表明,石英、方解石、长石、石膏和白云石是非粘土矿物;高岭石、伊利石、白云石和绿泥石是最主要的粘土矿物。
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引用次数: 0
Delaying Water Breakthrough Using Horizontal Wells in Khurmala Oilfield 库尔马拉油田利用水平井延迟水突破
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.15ms-2023-11-20
Al-Hussein Altaher, Maha Hamoudi, Akram Humoodi
Water coning presents a serious problem in many oil fields, in terms of reducing oil production rate and increasing production costs. As breakthrough time represents the time until coning occurs, it should be increased by studying the significant affecting parameters and proposing a method to control them. Since horizontal wells are known to have higher potentials than vertical wells, they are used worldwide to delay water coning among other purposes. In this study, four designed horizontal wells are proposed to replace a drilled vertical well in Khurmala oilfield in northern Iraq, and the effect of each on water breakthrough time is studied with four different production rates and six different permeability ratios. PERFORM software is used to model the wells, and calculate the expected breakthrough time for each well. It was found that the 1000-ft horizontal well, and longer wells, will delay water breakthrough time, in all cases. Also, higher permeability ratios increase the breakthrough time for longer wells, by up to 15.69 folds, except with the optimum production rate, and increasing production rate results in decreasing breakthrough time (tBT) in all cases, where doubling the production rate may decrease tBT by more than 73.5%. It is essential to determine the minimum horizontal well length required to delay water breakthrough time, compared to the vertical well, by considering both production rate and permeability ratio. The breakthrough time ratio, depending on the proposed to optimum production rate ratio, can be calculated using the developed correlation with an average error of 1.73%.
水锥是许多油田面临的一个严重问题,它降低了石油生产率,增加了生产成本。由于突破时间代表的是水锥发生前的时间,因此应通过研究重要的影响参数并提出控制方法来延长突破时间。众所周知,水平井比垂直井具有更高的潜力,因此全世界都在使用水平井来延迟水锥的出现。本研究提出了四口设计水平井,以取代伊拉克北部 Khurmala 油田的一口已钻垂直井,并研究了四种不同生产率和六种不同渗透率下每种水平井对水突破时间的影响。使用 PERFORM 软件对油井进行建模,并计算每口井的预期突破时间。结果发现,在所有情况下,1000 英尺水平井和更长的井都会延迟水突破时间。此外,除最佳生产率外,较高的渗透率会使较长井的水突破时间延长 15.69 倍,而且在所有情况下,生产率的增加都会导致水突破时间(tBT)的减少,生产率增加一倍可使水突破时间减少 73.5%以上。与垂直井相比,必须同时考虑生产率和渗透率,确定延迟水突破时间所需的最小水平井长度。突破时间比取决于建议的最佳生产率比,可以使用开发的相关方法计算,平均误差为 1.73%。
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引用次数: 0
Mineralogical and Geochemical Characteristics of Clay Deposits, Bussaya Area, Southern Iraq 伊拉克南部 Bussaya 地区粘土矿床的矿物学和地球化学特征
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.5ms-2023-11-10
Ghassan Mezaal, Kareem Khwedim, I. Abdulzahra
Bussaya clay deposits are located in the southern part of Iraq in Al-Muthana Governorate within the Nfayil beds (Middle Miocene), these deposits composed of palygorskite, chlorite and illite representing the clay minerals indentified using X-Ray diffraction technique data on four samples, while the non-clay minerals are quarz, dolomite and halite, twenty three samples of clay deposits were analyzed by using X-Ray Fluorescence technique for the major oxides; which demonstrates that the average values are SiO2: 39.17%, Al2O3: 9.95%, Fe2O3: 6.21%, MgO: 5.9%, CaO: 11.3%, TiO2: 0.9%, L.O.I.: 14.94%, and relativley high values of alkalines, while fifteen samples tested mechanically using Hydrometer method in which the results show a composition of clay, sandy clay, mud, and sandy mud, the chemical data showed that semi-arid to arid paleoclimate conditions predominated in the depositional environment as represented by the relationship between SiO2with Al2O3, Na2O, and K2O, While the relationship between Al2O3, CaO, Na2O, and K2O shows a low to relatively moderate chemical weathering, and due to the relationship between SiO2and (K2O / Na2O), the examined clays tectonically reflect an island arc, the intermediate igneous rocks are shown to be the source of the examined clays according to the Al2O3/TiO2 ratio.
布萨亚粘土矿藏位于伊拉克南部穆萨纳省的恩法伊勒地层(中新世)内,这些矿藏由白云石、绿泥石和伊利石组成,其中白云石、绿泥石和伊利石是使用 X 射线衍射技术对四个样本数据进行鉴定的粘土矿物,而非粘土矿物则是石英、白云石和海绿石,使用 X 射线荧光技术对 23 个粘土矿藏样本的主要氧化物进行了分析,结果表明平均值为 SiO2:39.17%;Al2O3:9.95%;Fe2O3:6.21%;MgO:5.9%;CaO:11.3%;TiO2:39.17%;Al2O3:9.95%;Fe2O3:6.21%;MgO:5.9%;CaO:11.3%:39.17%, Al2O3: 9.95%, Fe2O3: 6.21%, MgO: 5.9%, CaO: 11.3%, TiO2:0.9%, L.O.I.: 14.化学数据表明,半干旱至干旱的古气候条件在沉积环境中占主导地位,具体表现为 SiO2 与 Al2O3、Na2O 和 K2O 之间的关系、而 Al2O3、CaO、Na2O 和 K2O 之间的关系则显示出低至相对中等的化学风化作用,并且由于 SiO2 与(K2O/Na2O)之间的关系,所考察的粘土在构造上反映了一个岛弧,根据 Al2O3/TiO2 的比例,中间火成岩被证明是所考察粘土的来源。
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引用次数: 0
Application of Analytical Hierarchy Process and Frequency Ratio Model for Predictive Flood Susceptibility Mapping Using GIS for the Khazir River Basin, Northern Iraq 应用层次分析法和频率比模型,利用地理信息系统为伊拉克北部卡齐尔河流域绘制洪水易发性预测图
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.9ms-2023-11-14
Asaad A. M. AL-Hussein, Younes Hamed, Sophia Al-Timimy, S. Bouri
Flood damage assessment is considered the essential tool for evaluating risk to civil and agricultural systems in land use planning. The validity of the studies’ outcome depends on the availability of data and their spatial distribution. The present study came to compute flood susceptibility maps utilizing two application models: (i) the frequency ratio, and (ii) the analytical hierarchy process. These models were then tested in the Khazir River basin using GIS with a selection of twelve flood conditioning factors. The flood inventory variables layer and flood-causing factors were created using remote sensing data, a digital elevation model, and secondary data from various sources. Then, the flood inventory map was highlight divided into training and test data, with 105 flood sites (70%) used for training and 45 sites (30%) used for testing. After applying the areas under the curve for the frequency ratio and analytical hierarchy process models, which were 90.6% and 88.9%, respectively, the final flood sensitivity maps showed similar results for the two models, which confirm the effectiveness of the adopted methodology. The study found a considerable spatial variance in flood sensitivity maps, as (21.06%) of the flooded areas are classified as having very low sensitivity to flooding, (24.09%) are classified as having low vulnerability to floods, and (23.79%) are classified as having moderate vulnerability, (24.10%) classified as highly vulnerable to flooding, and (6.96%) classified as highly vulnerable to flooding. Flood danger ranged from very low in mountain locations to very high in plain areas close to the riverbanks. Obtained results could be improved if a land-use planning policy will be applied, in order to establish a master plan for water resources development to avoid flood damage.
洪水损害评估被认为是土地利用规划中评估民用和农业系统风险的基本工具。研究结果的有效性取决于数据的可用性及其空间分布。本研究利用两种应用模型:(i) 频率比;(ii) 层次分析法,计算洪水易感性地图。然后利用地理信息系统在哈齐尔河流域测试了这些模型,并选择了 12 个洪水影响因子。利用遥感数据、数字高程模型和各种来源的二手数据创建了洪水清单变量层和洪水致灾因子。然后,将洪水清单图重点分为训练数据和测试数据,其中 105 个洪水点(占 70%)用于训练,45 个洪水点(占 30%)用于测试。频率比模型和分析层次过程模型的曲线下面积分别为 90.6% 和 88.9%,最终的洪水敏感性地图显示两个模型的结果相似,这证实了所采用方法的有效性。研究发现,洪水敏感性地图的空间差异相当大,有(21.06%)的洪涝地区被归类为对洪水的敏感性非常低,有(24.09%)的洪涝地区被归类为对洪水的易损性较低,有(23.79%)的洪涝地区被归类为对洪水的易损性中等,有(24.10%)的洪涝地区被归类为对洪水的易损性较高,有(6.96%)的洪涝地区被归类为对洪水的易损性较高。洪水危险程度从山区的极低到靠近河岸的平原地区的极高不等。如果采用土地使用规划政策,制定水资源开发总体规划以避免洪水破坏,则所获得的结果可能会有所改善。
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引用次数: 0
Morphogenesis of the Closed Depressions in Middle Atlas: Case of the Causse of El Menzel, Morocco 中阿特拉斯封闭洼地的形态形成:摩洛哥 El Menzel Causse 案例
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.18ms-2023-11-23
Iliass Naouadir, A. Dridri, Hicham El Asmi, E. H. Chellai, M. Ettaki, Aziza Lyazidi
Closed depressions are the most typical exokarstic forms of the Moroccan Middle Atlas karst. These features present a great diversity of forms and sizes related to the multiple and often obscure conditions of morphogenesis in several karstic plateaus of the tabular Middle Atlas such as that of El Menzel. This little-known carbonate panel is characterized by an important geodiversity of closed depressions with variable shapes and reliefs: poljes, uvalas, dolines, kamenitzas, and rain pits. The results confirm the tectogenetic nature of several closed depressions of which the most important are: the polje of El Menzel and the polje of Quaçbat Beni Yazgha which are aligned along the major accidents of the Causse oriented NE-SW and NW-SE. The pre-established tectonic heritage Accident Median Moyen Atlasique and Accident Nord Moyen Atlasique, and the compressive tectonics and particularly extensive phases from the upper Miocene to Quaternary during the surrection of the Middle Atlas associated with the pluvial climatic phases have permitted the development of the good potential of karstification as well as the large closed depressions of the Causse.
封闭洼地是摩洛哥中阿特拉斯岩溶最典型的外喀斯特地貌。这些地貌在形态和大小上呈现出极大的多样性,这与中阿特拉斯(如门泽尔)几个岩溶台地的多种且往往不明显的形态形成条件有关。这个鲜为人知的碳酸盐岩板块的特点是封闭洼地的重要地质多样性,这些洼地具有不同的形状和地貌:洼地、uvalas、dolines、kamenitzas 和雨坑。研究结果证实了几个封闭洼地的构造性质,其中最重要的是:El Menzel 洼地和 Quaçbat Beni Yazgha 洼地。中中古阿特拉斯事件和北中古阿特拉斯事件、压缩构造以及中阿特拉斯上新世至第四纪期间与冲积气候阶段相关的特别广泛的阶段,使得岩溶化和 Causse 的大型封闭洼地具有良好的发展潜力。
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引用次数: 0
Evaluation of the Shale Impact on Reservoir Characterization, the Jeribe Carbonate Reservoir in an Oilfield Northern Iraq as a Case Study 以伊拉克北部油田杰里贝碳酸盐岩储层为例,评估页岩对储层特征的影响
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.14ms-2023-11-19
D. Baban, Sabir Barzanji, Muhana Ahmed
The shale content and mode of distribution, along with their impact on the reservoir properties of the Jeribe Formation, were investigated using the available log data in the two selected wells, NET-10 and NET-12, of an oilfield northern Iraq. The dolomite and dolomitic limestone lithology of the formation contains different ratios of shale, with the highest near the middle part of the formation. Horizons of 70 to 99% shale content were identified, but the general ratios are ranging between 10% and 50%. The data from the Spectral Gamma ray log revealed that the shale content of the formation is mostly composed of low Potassium minerals such as Chlorite and Montimorlinite, with appreciable percentages of Illite. The low Th/U ratios along the formation indicated a reduced condition of deposition except for about 2-3 meters of the upper part of the formation in the well NET-10, which looks to be precipitated in a natural depositional environment. Dispersed, Laminar, and Structural modes of shale distribution co-exist within the formation in both studied wells. As the different modes of shale distribution have different impacts on the porosity and permeability of the reservoir rocks, the decrease and increase in the shale content did not perfectly correspond with an opposite fluctuation in the porosity values of the formation. The shale content in the formation has an impact on the porosity calculation by overestimating it by about 4–5% and subsequently underestimating the water saturation by 9% in the well NET-10 and 7% in the well NET-12.
利用伊拉克北部一个油田的两口选定油井 NET-10 和 NET-12 的现有测井数据,研究了页岩的含量和分布模式,以及它们对 Jeribe 地层储层性质的影响。该地层的白云岩和白云质石灰岩岩性含有不同比例的页岩,在地层中部附近比例最高。已发现页岩含量在 70% 到 99% 之间的地层,但一般比例在 10% 到 50% 之间。光谱伽马射线测井的数据显示,地层中的页岩主要由绿泥石和蒙脱石等低钾矿物组成,伊利石也占相当大的比例。除了 NET-10 号井中地层上部约 2-3 米的部分看起来是在自然沉积环境中析出外,地层沿线的 Th/U 比值较低,表明沉积条件较差。在所研究的两口井中,页岩的分散、层状和结构分布模式在地层中同时存在。由于页岩的不同分布模式对储层岩石的孔隙度和渗透率有不同的影响,因此页岩含量的减少和增加与地层孔隙度值的波动并不完全一致。地层中的页岩含量对孔隙度的计算有影响,在 NET-10 号井中高估了约 4-5% 的孔隙度,随后又低估了 9% 的含水饱和度,在 NET-12 号井中低估了 7%。
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引用次数: 0
The Cause of the Earthquake (4.7 mb) and Recent Stress Regime Occurring in Al-Refaei Area, Mesopotamian plain, August 18th, 2017 2017 年 8 月 18 日美索不达米亚平原 Al-Refaei 地区发生的地震(4.7 mb)的原因和近期应力机制
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.25ms-2023-11-30
Ali Ramthan
Al-Refaei area is considered one of the highest seismically activity in the Mesopotamian Plain according to its seismic history. Depending on the International seismological Center, four seismic swarms were diagnosed in this area; these are: August 2004, January 2013, May-Jun 2017, and August 2017. Based on three focal mechanism solutions of magnitude greater than 4 mb, the stresses in the area were analysed. The results of focal mechanisms suggest that the faults movements in the study area show reverse movements, which is generated by compression force. To determine the directions of principal stress axes that affecting the faults in the area, the Rotational Optimization method were used. The directions of the three stress axes are: 02°/32°, 10°/302°, and 80°/136° for σ1, σ2, and σ3, respectively. The collision between the Arabian and Iranian plates is the main cause of seismic activity in Al-Refaei area. Therefore, Al-Refaei active fault is responsible for most the earthquakes in the area, and responsible for the earthquake that occurred in August 18th, 2017.
根据其地震历史,Al-Refaei 地区被认为是美索不达米亚平原地震活动最频繁的地区之一。根据国际地震中心的数据,该地区曾发生过四次地震群,分别是:2004 年 8 月、2013 年 1 月、2017 年 5 月至 6 月以及 2017 年 8 月:分别为 2004 年 8 月、2013 年 1 月、2017 年 5-6 月和 2017 年 8 月。根据三个震级大于 4 mb 的焦点机制解决方案,对该地区的应力进行了分析。焦点机制的结果表明,研究区域的断层运动呈现反向运动,由压缩力产生。为了确定影响该地区断层的主应力轴的方向,采用了旋转优化法。三条应力轴的方向分别为02°/32°、10°/302°和 80°/136°,分别为 σ1、σ2 和 σ3。阿拉伯板块和伊朗板块之间的碰撞是 Al-Refaei 地区地震活动的主要原因。因此,Al-Refaei 活动断层是该地区大多数地震的罪魁祸首,也是 2017 年 8 月 18 日发生的地震的罪魁祸首。
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引用次数: 0
Multi-Elevations Upward Continuation Method to Depth Detection of the Main Crustal Layers in Western Desert of Iraq 伊拉克西部沙漠主要地壳层深度探测的多高程向上延续方法
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.20ms-2023-11-25
Ahmed Al-Banna, Hayder Majeed
The upward continuation technique was applied to the gravity and RTP magnetic data to obtain the residual anomalies maps in the western part of Iraq. Twelve upward elevation residual gravity maps and another twelve upward elevation residual RTP magnetic were determined using the same twelve upward continuation elevations. The applied upward elevations range from 1000 to 55000 m. The total range of the residual anomalies maps (Color Bar range) of gravity and RTP magnetic were plotted against the upward elevations. Five segments and four intersection points were obtained for the gravity and magnetic data. The trace of these intersection points on the upward elevation axis approximately indicate the following values 4.4-5, 12.8-13.5, 27-24, and 39-39.6 km. These values may indicate the depth of the following layer boundaries, the Burj Formation ( Mid-Cambrian), basement, mid layer in the basement rocks, and the Moho depth. The authors believe it is possible to apply the upward continuation to find the main layers which show abrupt change in the physical properties
对重力和 RTP 磁数据采用了向上延续技术,以获得伊拉克西部的残余异常图。利用同样的 12 个向上延续高程,绘制了 12 幅向上高程残余重力图和另外 12 幅向上高程残余 RTP 磁图。重力和 RTP 磁性残余异常图的总范围(彩条范围)与上升标高相对应。得出了重力和磁力数据的五个区段和四个交点。这些交点在上升标高轴上的轨迹大致显示了以下数值:4.4-5、12.8-13.5、27-24 和 39-39.6 千米。这些值可能表示以下地层边界的深度:Burj Formation(中寒武纪)、基底、基底岩石中层以及莫霍深度。作者认为,可以应用向上延续的方法来寻找物理性质发生突变的主要地层
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引用次数: 0
Transmissivity Estimation and Mapping of the Dammam Karst Aquifer in Central Iraq 伊拉克中部达曼岩溶含水层的渗透率估算和绘图
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.7ms-2023-11-12
Sumayah Majeed, Nassrin Al-Mansori, Saif Alquzweeni
The most reliable method to determine an aquifer's transmissivity is pumping tests; however, these studies are time-consuming and costly. An alternative approach to estimating transmissivity is to use the well's specific capacity. The aim of this research is to improve our knowledge of the transmissivity of the Dammam karst aquifer in central Iraq to support sustainable management strategies. The specific capacity and transmissivity data of 39 wells were collected. The normality tests showed that transmissivity and specific capacity are log-normally distributed. A simple linear regression with R2 = 0.84 relates transmissivity to the specific capacity. Subsequently, the resulting relationship was used to estimate transmissivity from the 135 specific capacities. The measured and estimated transmissivity data (174 data points) were used for geostatistical analysis. Using the kriging technique, an interpolated distribution map of transmissivity was developed. The cross-validation reveals that the geostatistical method gives a good estimate of the transmissivity of the Dammam aquifer.
确定含水层渗透性最可靠的方法是抽水试验,但这些研究耗时费钱。估算渗透率的另一种方法是使用水井的比容。这项研究的目的是增进我们对伊拉克中部达曼岩溶含水层渗透性的了解,为可持续管理战略提供支持。研究收集了 39 口水井的比容和透射率数据。正态性检验表明,透射率和比容呈对数正态分布。R2 = 0.84 的简单线性回归将透射率与比容联系起来。随后,根据 135 个比容估算出透射率。测量和估算的透射率数据(174 个数据点)被用于地质统计分析。利用克里金技术,绘制了透射率插值分布图。交叉验证结果表明,地质统计方法很好地估算了达曼含水层的透射率。
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引用次数: 0
期刊
Iraqi Geological Journal
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