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Genetic Algorithm-Based Well Placement Optimization: A Review of Studies 基于遗传算法的井位优化:研究综述
Q3 Earth and Planetary Sciences Pub Date : 2023-12-31 DOI: 10.46717/igj.56.2f.16ms-2023-12-22
Zahraa Al-Sadi, Dhifaf Sadeq
Well placement optimization is a crucial task in the oil and gas industry, as it can significantly impact the overall performance and economic viability of a reservoir. Genetic algorithms GAs are an effective optimization technique that can solve well placement problems. This review paper provides an overview of the literature on GA-based well placement optimization. The paper discusses the different types of GAs that have been used for well placement, as well as the different ways in which GAs have been modified to improve their performance. The paper also discusses the different applications of GAs to well placement, including the optimization of well number, location, and trajectory. The paper concludes by highlighting the advantages of using GAs for well placement optimization. GAs is able to handle complex problems with multiple objectives and constraints.
井位优化是石油和天然气行业的一项重要任务,因为它会对油藏的整体性能和经济可行性产生重大影响。遗传算法 GA 是一种有效的优化技术,可以解决井位问题。本综述论文概述了基于遗传算法的井位优化文献。论文讨论了用于油井布置的不同类型的遗传算法,以及对遗传算法进行修改以提高其性能的不同方法。论文还讨论了 GA 在油井布置中的不同应用,包括优化油井数量、位置和轨迹。最后,论文强调了使用 GA 进行井位优化的优势。GA 能够处理具有多个目标和约束条件的复杂问题。
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引用次数: 0
Genesis of Sulfide Mineralization in the Gallala Area Kurdistan Region, Iraq: Constraints from Major and Trace Elements of Sulfide Ore Mineralization and their Host Rocks 伊拉克库尔德斯坦地区加拉拉地区硫化物矿化的成因:硫化物矿化及其母岩的主要元素和痕量元素的制约因素
Q3 Earth and Planetary Sciences Pub Date : 2023-12-31 DOI: 10.46717/igj.56.2f.1ms-2023-12-7
Twana Mustafa, Tola Mirza, S. Kalaitzidis
This article presents and interprets new geochemical data from the Gallala sulfide mineralization, situated in the Choman District of the Kurdistan Region of Iraq close to the Iraq and Iranian border. The host rocks belong to the Walash-Naopurdan Group, which developed in the Paleocene-Eocene age in the Zagros Suture Zone. The ore mineral assemblage of the Gallala area consists of pyrite, chalcopyrite, sphalerite, and magnetite. The mineral chemistry and geochemical analysis indicate that there is a significant variation in concentrations of pyrite, chalcopyrite, sphalerite, and magnetite from the Gallala mineralization. The trace element characteristics of the sulfide mineralization and their host rocks indicate that the ore-forming materials were derived from hydrothermal fluids being interacted with the igneous rocks. The trace element signatures and REE distributions of the studied samples, tectonically lead to suggest island-arc and back-arc environments in the Gallala area. Additionally, the REE patterns of the Gallala sulfides indicate the ore-forming fluids are related to arc-related hydrothermal systems. The integration of geochemical features along with the chemistry of ore mineralization such as the Selenium/Sulfur ratio of pyrite, Co/Ni ratios from both pyrite and chalcopyrite, the Zn/Cd values from the sphalerite, and the petrogenetic discriminate diagrams of magnetite reveal that the genesis of the sulfide mineralization can be attributed to volcanogenic to hydrothermal ore-formations with high to medium temperatures origin.
本文介绍并解释了位于伊拉克库尔德斯坦地区靠近伊拉克和伊朗边境的乔曼区的加拉拉硫化物矿化的新地球化学数据。母岩属于瓦拉什-纳奥普尔丹组,发育于扎格罗斯断裂带的古新世-始新世时期。加拉拉地区的矿石矿物组合包括黄铁矿、黄铜矿、闪锌矿和磁铁矿。矿物化学和地球化学分析表明,Gallala 矿化物中黄铁矿、黄铜矿、闪锌矿和磁铁矿的浓度变化很大。硫化物矿化及其母岩的微量元素特征表明,成矿物质来自与火成岩相互作用的热液。所研究样本的微量元素特征和 REE 分布从构造上表明,Gallala 地区处于岛弧和后弧环境。此外,加拉拉硫化物的 REE 模式表明矿石形成流体与弧相关热液系统有关。地球化学特征与矿石成矿化学的整合,如黄铁矿的硒/硫比、黄铁矿和黄铜矿的钴/镍比、闪锌矿的锌/镉值以及磁铁矿的岩石成因判别图等,揭示了硫化物矿化的成因可归结为火山成因到热液成矿,成因温度为高温到中温。
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引用次数: 0
Groundwater Investigation Using Electrical Resistivity Imaging Technique in Western Ramadi, Iraq 在伊拉克拉马迪西部使用电阻率成像技术进行地下水调查
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.10ms-2023-11-15
Mohand Noon, Ali M. Abed, Firas H. Al-Menshed
The two-dimensional electrical resistivity imaging technique was used to examine groundwater in western Ramadi. The survey was performed with a factor (n) and a-spacing values of 6 and 5 m, respectively. The inverse models clearly show the resistivity variation between the anomalous parts of the water table and all the sediments. The vertical extension of the saturation sediments is between 1.5–9.5 m, which is identical to the groundwater level in the three existing wells located in the University of Anbar, with an area of 7 kilometers and an area of 18 kilometers. The extreme thickness of the water saturation layer was determined to be about 10.5 meters. It was concentrated in gypsum and mudstone soils with secondary gypsum and siltstone, considered the upper components of the Injana Formation at the University of Anbar. At 7 Kilometer area which starts from a depth of 1 m to depths of up to 12 m, it is also considered a groundwater reservoir. While 18 Km area is considered to have dry soil and the groundwater in it is far from the surface at 12 m depth.
二维电阻率成像技术用于检测拉马迪西部的地下水。勘测时的系数 (n) 和 a 间距值分别为 6 米和 5 米。反演模型清楚地显示了地下水位异常部分与所有沉积物之间的电阻率变化。饱和沉积物的垂直延伸范围在 1.5-9.5 米之间,与安巴尔大学现有的三口水井的地下水位相同,水井面积分别为 7 公里和 18 公里。经测定,水饱和层的极限厚度约为 10.5 米。它主要集中在石膏和泥岩土壤中,并伴有次生石膏和粉砂岩,被认为是安巴尔大学 Injana 地层的上部组成部分。在 7 千米的区域,从 1 米深到 12 米深,也被认为是地下水库。而 18 千米区域被认为是干土,地下水在 12 米深处远离地表。
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引用次数: 0
Multiple and Coherent Noise Removal from X-Profile 2D Seismic Data of Southern Iraq Using Common Depth Point Muting Procedures and Depending on Madagascar Open-Source Package 使用通用深度点静噪程序并根据马达加斯加开源软件包从伊拉克南部 X-Profile 二维地震数据中去除多重和相干噪声
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.23ms-2023-11-28
Ahmed Al-Rahim, Lamees Abdulkareem
This article describes how to predict different types of multiple reflections in pre-track seismic data. The characteristics of multiple reflections can be expressed as a combination of the characteristics of primary reflections. Multiple velocities always come in lower magnitude than the primaries, this is the base for separating them during Normal Move Out correction. The muting procedure is applied in Time-Velocity analysis domain. Semblance plot is used to diagnose multiples availability and judgment for muting dimensions. This processing procedure is used to eliminate internal multiples from real 2D seismic data from southern Iraq in two stages. The first is conventional Normal Move Out correction and velocity auto picking and stacking, and the second stage is muting. Many Common Depth Point gathers are tested to select the proper muting dimension, later on; the auto pick for the muted semblance is done for the whole 2D seismic data. The following step is to stack the Normal Move Out corrected data. Differences are calculated between the two stages of the process which greatly help to determine the eliminated multiple locations within the sedimentary secession. This will reduce the risk of interpreting these sequences as primary reflectors spatially within deep thin layers. Madagascar open source package is used in these processing steps. Madagascar open source package is very efficient, accurate, and easy to correct any part of the Python code used in the two stages of processing.
本文介绍如何预测预轨地震数据中不同类型的多重反射。多重反射的特征可以用原始反射特征的组合来表示。多重速度的幅度总是低于原始速度,这是在正常移出校正过程中分离多重速度的基础。静音程序应用于时间-速度分析域。胜比值图用于诊断多普勒的可用性和判断静音维度。该处理程序用于分两个阶段消除伊拉克南部实际二维地震数据中的内部多重性。第一阶段是传统的正常移出校正和速度自动拾取与叠加,第二阶段是静音。先测试许多共深度点采集,以选择适当的静音维度,然后对整个二维地震数据进行静音形貌自动选取。下一步是堆叠法线移出校正数据。计算两个阶段的差值,这对确定沉积分离中被消除的多个位置大有帮助。这将降低将这些序列解释为深薄层内主反射体的风险。在这些处理步骤中使用了马达加斯加开源软件包。马达加斯加开源软件包非常高效、准确,并且易于修正两个处理阶段中使用的 Python 代码的任何部分。
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引用次数: 0
Petrographical and Geochemical Features of Sulfide Mineralization in the Walash Group, Gallala Area, Kurdistan Region of Iraq 伊拉克库尔德斯坦地区加拉拉地区瓦拉什组硫化物矿化的岩相和地球化学特征
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.2ms-2023-11-7
Twana Mustafa, Tola Mirza, S. Kalaitzidis
In this article, a Fe-rich sulfide mineralization hosted within the Walash Group in the Gallala area, on the northwestern side of the Zagros Orogen is investigated for the first time. The mineralization occurs as massive sulfide veins and veinlets, as well as disseminated within volcanic lithologies. The objective of the study is to characterize the sulfide-rich mineralization using petrographical and geochemical methods, applied in both the ores and the corresponding host formations, including the characterization of volcanic rock alteration. Petrographic data indicates the presence of Fe-rich sulfide mineralization in altered basaltic andesite to andesite rocks, which are affected by hydrothermal alteration such as actinolization, chloritization, sericitization, and epidotization. The geochemical analysis of the fresh rock samples reveals enrichment of iron in the suture zones, but low copper and zinc concentrations. The mineralogical and textural signatures of sulfide minerals lead to inferring that the ore mineralization origin is volcanogenic to the hydrothermal type of deposits.
本文首次研究了扎格罗斯造山带西北侧加拉拉地区瓦拉什组中的富铁硫化物矿化。该矿化物以块状硫化矿脉和细脉的形式出现,并在火山岩岩性中呈浸染状分布。这项研究的目的是利用岩石学和地球化学方法对富含硫化物的矿化物进行特征描述,这些方法适用于矿石和相应的母岩地层,包括火山岩蚀变的特征描述。岩相学数据表明,在受到热液蚀变作用(如阳起石化、绿泥石化、绢云母化和表土化)影响的蚀变玄武安山岩至安山岩中存在富含铁的硫化物矿化。新鲜岩石样本的地球化学分析表明,缝合带富含铁,但铜和锌的含量较低。硫化物矿物的矿物学和纹理特征推断,矿石成矿起源于火山成因到热液类型的矿床。
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引用次数: 0
A Review on Pressure Transient Analysis in Multilayer Reservoir: South Iraq Case Study 多层储层压力瞬态分析综述:伊拉克南部案例研究
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.16ms-2023-11-21
Shamam Abdulkadhim, Dahlia A. Al-Obaidi
Multilayer reservoirs are currently modeled as a single zone system by averaging the reservoir parameters associated with each reservoir zone. However, this type of modeling is rarely accurate because a single zone system does not account for the fact that each zone's pressure decreases independently. Pressure drop for each zone has an effect on the total output and would result in inter-flow and the premature depletion of one of the zones. Understanding reservoir performance requires a precise estimation of each layer's permeability and skin factor. The Multilayer Transient Analysis is a well-testing technique designed to determine formation properties in more than one layer, and its effectiveness over the past two decades has been demonstrated. In order to conduct MTA, a combination of rate profiles derived from production data and transient rate and pressure measurements at multiple surface rates is necessary. Numerous experimental and analytic approaches to calculating multilayer characteristics, performance, and flow behavior in multilayer systems have emerged. This technology was implemented at the Zubair oil field in southern Iraq. In the last four years, the number of wells producing under saturation pressure has been increased in the Zubair oil field, particularly for the Mishrif and Zubair reservoirs. In the design of secondary and tertiary recovery, the study of the reservoir in the form of an individual layer to determine the pressure, permeability, and damage of each layer with commingled formation is important. This research describes previously available methods, factors that affect Multilayer Transient Analysis an economic indicator of Multilayer Transient Analysis and a case study
目前,多层油藏是通过平均与每个油藏区相关的油藏参数来作为单区系统建模的。然而,这种建模很少准确,因为单区系统没有考虑到各区压力独立下降的事实。每个区段的压力下降都会对总产量产生影响,并会导致跨区流动和其中一个区段的过早枯竭。要了解储层的性能,就必须精确估算各层的渗透率和集肤系数。多层瞬态分析是一种油井测试技术,旨在确定多层的地层属性,其有效性在过去二十年中已得到证实。为了进行多层瞬态分析,必须将从生产数据中得出的速率剖面与多表面速率下的瞬态速率和压力测量相结合。在计算多层系统中的多层特性、性能和流动行为方面,出现了许多实验和分析方法。伊拉克南部的祖拜尔油田就采用了这种技术。在过去四年中,祖拜尔油田在饱和压力下生产的油井数量有所增加,尤其是米什里夫和祖拜尔油藏。在二次和三次采油的设计中,以单层形式对储层进行研究,以确定每层的压力、渗透率和损害以及混合地层非常重要。本研究介绍了以前可用的方法、影响多层瞬态分析的因素、多层瞬态分析的经济指标和案例研究。
{"title":"A Review on Pressure Transient Analysis in Multilayer Reservoir: South Iraq Case Study","authors":"Shamam Abdulkadhim, Dahlia A. Al-Obaidi","doi":"10.46717/igj.56.2e.16ms-2023-11-21","DOIUrl":"https://doi.org/10.46717/igj.56.2e.16ms-2023-11-21","url":null,"abstract":"Multilayer reservoirs are currently modeled as a single zone system by averaging the reservoir parameters associated with each reservoir zone. However, this type of modeling is rarely accurate because a single zone system does not account for the fact that each zone's pressure decreases independently. Pressure drop for each zone has an effect on the total output and would result in inter-flow and the premature depletion of one of the zones. Understanding reservoir performance requires a precise estimation of each layer's permeability and skin factor. The Multilayer Transient Analysis is a well-testing technique designed to determine formation properties in more than one layer, and its effectiveness over the past two decades has been demonstrated. In order to conduct MTA, a combination of rate profiles derived from production data and transient rate and pressure measurements at multiple surface rates is necessary. Numerous experimental and analytic approaches to calculating multilayer characteristics, performance, and flow behavior in multilayer systems have emerged. This technology was implemented at the Zubair oil field in southern Iraq. In the last four years, the number of wells producing under saturation pressure has been increased in the Zubair oil field, particularly for the Mishrif and Zubair reservoirs. In the design of secondary and tertiary recovery, the study of the reservoir in the form of an individual layer to determine the pressure, permeability, and damage of each layer with commingled formation is important. This research describes previously available methods, factors that affect Multilayer Transient Analysis an economic indicator of Multilayer Transient Analysis and a case study","PeriodicalId":14847,"journal":{"name":"Iraqi Geological Journal","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139201285","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: 0
Modeling and Mapping of Groundwater Potential Zones of the Shewasoor Sub-Basin Using Analytical Hierarchy Process, RS and GIS Techniques in Kirkuk, Northeastern Iraq 在伊拉克东北部基尔库克使用层次分析法、RS 和 GIS 技术对 Shewasoor 子盆地的地下水潜力区进行建模和绘图
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.8ms-2023-11-13
Madyan Al-Gburi, Mohmmed Hasan, R. Habala
Groundwater is considered one of the most vital natural resources for sustaining life. The demand for water in the Shewasoor sub-basin is constantly increasing due to formidable population growth and the development of human activities. Besides, groundwater is scarce due to climatic changes in arid and semi-arid. This study aims to determine spatial distribution of groundwater potential in the Shewasoor sub-basin. This study relied on seven layers (geology, slope, elevation, lineament, drainage density, soil, and land use/land covers) using geographic information systems, remote sensing, and applying the analytical hierarchy process method after determining the weights for each parameter by a multi-criteria decision analysis; to model the groundwater potential map in the Shewasoor sub-basin. The result appeared as a map of groundwater potential categorized into five zones. The majority of the sub-basin (61.8 km2) falls under a very high-high groundwater potential zone, which distributes over an area of elevations, drainage density, and slopes low of the Bai-Hassan Formation; from the center towards the north of the sub-basin. The moderate groundwater potential zone (47.6 km2) mainly encompasses an area of elevations and slopes moderate to the Bai-Hassan formation. About 49.6 km2 is a very low to low groundwater potential zone, mainly found over the area of the elevations and slopes high within the Mukdadiyah Formation east of the sub-basin; in addition to, low groundwater potential within the Bai-Hassan Formation in the south, west, and some part center of the sub-basin due of the elevations and slopes high.
地下水被认为是维持生命最重要的自然资源之一。由于人口剧增和人类活动的发展,Shewasoor 小流域对水的需求不断增加。此外,由于干旱和半干旱地区的气候变化,地下水稀缺。本研究旨在确定 Shewasoor 小盆地地下水潜力的空间分布。本研究利用地理信息系统和遥感技术,在通过多标准决策分析确定每个参数的权重后,采用层次分析法(analytical hierarchy process method)对七个图层(地质、坡度、海拔、线型、排水密度、土壤和土地利用/土地覆盖)进行建模,绘制了 Shewasoor 子流域的地下水潜势图。结果显示,地下水潜力图分为五个区域。该次盆地的大部分(61.8 平方公里)属于极高地下水潜势区,分布在海拔、排水密度和白哈桑地层低坡度的区域;从次盆地中心向北延伸。中度地下水潜势区(47.6 平方公里)主要包括白哈珊地层海拔和坡度中等的区域。约 49.6 平方公里为极低至低地下水潜势区,主要分布在该次盆地东部 Mukdadiyah 地层内海拔和坡度较高的区域;此外,由于海拔和坡度较高,该次盆地南部、西部和中部部分地区 Bai-Hassan 地层内的地下水潜势较低。
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引用次数: 0
Geology, Petrography, and Geochemistry of Younger Granites and Related Radioactive Pegmatite from Gabal El Urf Area, North Eastern Desert, Egypt: Implications for the Evolution of the NYF-Type Rare-Elements Granitic Pegmatite 埃及东北部沙漠 Gabal El Urf 地区较年轻花岗岩及相关放射性伟晶岩的地质学、岩相学和地球化学:对 NYF 型稀有元素花岗伟晶岩演化的影响
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.1ms-2023-11-6
Amr Abdel Hamid, Seddik H. Seddik, Mohamed Hassan, Hicham Abdel Hamid
Gabal El Urf region is located in the northern Egyptian Eastern Desert and overlain essentially by older and younger granitoids of Late Proterozoic age. These granitoids contain numerous outcrops of pegmatites, mostly occurring as dikes and veins or huge separated masses. In the contrary, pegmatites form lens-like bodies enclosed within the younger granites along their margins. Previous radiometric surveys showed anomalous concentrations of radioactivity on pegmatite body, located to the south of the study region. The younger granites and the associated radioactive pegmatite are studied in details with the aim to describe this pegmatite, petrogenesis and its relation with the encolsing granite. The younger granites are monzogranite and syenogranite according to mineralogical and chemical classification. Petrographically, the two younger granitic phases are strikingly similar. Both consist of potash feldspar, plagioclase and biotite with some hornblende in the earlier phase. Gabal El Urf younger granites are categorized as highly fractionated I-type granites with metaluminous to mildly peraluminous characters, which emplaced at 600 ± 11 Ma in post-collisional environment. The radioactive pegmatite is located within the syenogranite and enriched with Zr, Nb, Ta, Y, Th, U and REEs; accordingly it was classified as NYF-type rare-elements pegmatite. Metal-bearing generations of minerals within the rare-elements pegmatite include zircon, uranothorite, betafite, aeschynite, fluorite, pyrite and ilmenite.
加巴勒厄尔夫地区位于埃及东部沙漠北部,基本上被晚新生代的较古老和较年轻的花岗岩所覆盖。这些花岗岩中含有大量伟晶岩露头,大多为尖晶石和矿脉或巨大的分离块体。相反,伟晶岩在较年轻的花岗岩边缘形成透镜状岩体。之前的放射性测量显示,位于研究区域南部的伟晶岩体上放射性异常集中。我们对较年轻的花岗岩和相关的放射性伟晶岩进行了详细研究,目的是描述这种伟晶岩、成岩过程及其与包裹花岗岩的关系。根据矿物学和化学分类,较年轻的花岗岩属于单斜花岗岩和正长花岗岩。从岩相上看,两个较年轻的花岗岩相非常相似。两者都由钾长石、斜长石和斜长石组成,早期花岗岩中还有一些角闪石。Gabal El Urf 较年轻的花岗岩被归类为高度分馏的 I 型花岗岩,具有金属铝至轻度高铝特征,在碰撞后环境中形成于 600 ± 11 Ma。放射性伟晶岩位于正长花岗岩内,富含 Zr、Nb、Ta、Y、Th、U 和 REEs,因此被归类为 NYF 型稀有元素伟晶岩。稀有元素伟晶岩内的含金属矿物世代包括锆石、铀钍石、贝塔石、黑云母、萤石、黄铁矿和钛铁矿。
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引用次数: 0
A Laboratory Watershed Model to Study the Effect of Rainfall Intensity and Soil Surface Slope on Surface Runoff Rate of Karbala Desert Soil 研究降雨强度和土壤表面坡度对卡尔巴拉沙漠土壤地表径流速率影响的实验室流域模型
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.11ms-2023-11-16
Ayoob Al-Janabi, Riyadh Al-Saadi, Husam Alwan
Precipitation generating surface runoff is very important in various water resources development and management activities such as flood control and management, irrigation scheduling, irrigation design, and drainage networks. The aim of this study is to indicate the effect of rainfall intensity and soil surface slope on the surface runoff rate of Karbala desert soil. This study was conducted on the soil of the Karbala desert in Iraq, located between the provinces of Karbala and Najaf, extended from the longitude 32o44'186'' E and latitude 44o100'960''N. In this study, a laboratory watershed model was designed and constructed to be used to examine surface runoff of the Karbala desert soil and other hydrological properties, under the influence of different precipitation intensities (1.83 cm/min, 1.67 cm/min, 0.9 cm/min, and 0.64 cm/min) and different slopes of the soil surface (0.0 %, 2.0 %, 3.3 %, and 6.7 %). A Gene Expression Programming model was used to develop an equation of the surface runoff rate for the Karbala desert soil. The results showed that the rate of surface runoff increased with increasing rainfall intensity. The highest surface runoff rate of 101.53 cm/hr was obtained when the rainfall intensity was 1.83 cm/min, while at the rainfall intensity of 0.64 cm/min, the highest value of surface runoff rate of 31.17 cm/hr was obtained. The results also showed that the slope of the soil surface has a clear effect on the surface runoff rates. The highest value of surface runoff rate of 96.82 cm/hr was obtained when the slope of the soil surface was 0.0%, while at the slope of the soil surface of 6.7%, the highest value of surface runoff rate of 101.53 cm/hr was obtained. According to the simulation results, the surface runoff rate equation created using the Gene Expression Programming model did a great job of predicting the Karbala desert soil surface runoff, with a coefficient of determination R2 equal to 0.8812 for training and 0.8155 for testing.
降水产生的地表径流在防洪管理、灌溉调度、灌溉设计和排水管网等各种水资源开发和管理活动中非常重要。本研究旨在说明降雨强度和土壤表面坡度对卡尔巴拉沙漠土壤地表径流率的影响。本研究的对象是伊拉克卡尔巴拉沙漠的土壤,位于卡尔巴拉省和纳杰夫省之间,东经 32o44'186'',北纬 44o100'960''。本研究设计并构建了一个实验室流域模型,用于研究卡尔巴拉沙漠土壤在不同降水强度(1.83 厘米/分钟、1.67 厘米/分钟、0.9 厘米/分钟和 0.64 厘米/分钟)和不同土壤表面坡度(0.0%、2.0%、3.3% 和 6.7%)影响下的地表径流及其他水文特性。使用基因表达编程模型为卡尔巴拉沙漠土壤建立了地表径流速率方程。结果表明,地表径流量随着降雨强度的增加而增加。降雨强度为 1.83 厘米/分钟时,地表径流率最高,为 101.53 厘米/小时;降雨强度为 0.64 厘米/分钟时,地表径流率最高,为 31.17 厘米/小时。结果还表明,土壤表面的坡度对地表径流率有明显的影响。当土壤表面坡度为 0.0% 时,地表径流速率的最高值为 96.82 厘米/小时;当土壤表面坡度为 6.7% 时,地表径流速率的最高值为 101.53 厘米/小时。根据模拟结果,利用基因表达编程模型创建的地表径流率方程在预测卡尔巴拉沙漠土壤地表径流方面表现出色,训练和测试的判定系数 R2 分别为 0.8812 和 0.8155。
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引用次数: 0
Multiple and Coherent Noise Removal from X-Profile 2D Seismic Data of Southern Iraq Using Normal Move Out-Frequency Wavenumber Technique 利用正态移动外频波数技术去除伊拉克南部 X 剖面二维地震数据中的多重和相干噪声
Q3 Earth and Planetary Sciences Pub Date : 2023-11-30 DOI: 10.46717/igj.56.2e.24ms-2023-11-29
Ahmed Al-Rahim, Lamees Abdulkareem
Multiple eliminations (de-multiple) are one of seismic processing steps to remove their effects and delineate the correct primary refractors. Using normal move out to flatten primaries is the way to eliminate multiples through transforming these data to frequency-wavenumber domain. The flatten primaries are aligned with zero axis of the frequency-wavenumber domain and any other reflection types (multiples and random noise) are distributed elsewhere. Dip-filter is applied to pass the aligned data and reject others will separate primaries from multiple after transforming the data back from frequency-wavenumber domain to time-distance domain. For that, a suggested name for this technique as normal move out- frequency-wavenumber domain method for multiple eliminations. The method is tested on a fake reflection event to authorize their validity, and applied to a real field X-profile 2D seismic data from southern Iraq. The results ensure the possibility of internal multiple types existing in the deep reflection data in Iraq and have to remove. So that the interpretation for the true reflectors be valid. The final processed stacked seismic data using normal move out- frequency-wavenumber domain technique shows good, clear, and sharp reflectors in comparison with the conventional normal move out stack data. Open-source Madagascar reproducible package is used for processing all steps of this study and the package is very efficient, accurate, and easy to implement normal move out, frequency-wavenumber domain, Dip-filter programs. The aim of the current study is to separate internal multiples and noise from the real 2D seismic data.
多重消除(de-multiple)是地震处理步骤之一,目的是消除多重影响,划定正确的原初折射。通过将这些数据转换到频率-波数域,使用法线移出平移初至是消除多重的方法。压平后的原边与频率-波数域的零轴对齐,而其他任何反射类型(多重和随机噪声)则分布在其他地方。在将数据从频率-波数域转换回时间-距离域之后,应用浸透滤波器通过对齐的数据,并剔除其他数据,从而将基波和多波分离开。因此,建议将这种技术命名为正常移出--频率-波数域多重消除方法。该方法在假反射事件上进行了测试,以验证其有效性,并应用于伊拉克南部的真实野外 X 剖面二维地震数据。结果证明,伊拉克深层反射数据中可能存在内部多重类型,必须予以消除。因此,对真实反射体的解释是有效的。与传统的正常移出叠加数据相比,使用正常移出-频率-波数域技术处理的最终叠加地震数据显示出良好、清晰和锐利的反射体。本研究的所有步骤都使用了开放源码的马达加斯加可重现软件包进行处理,该软件包非常高效、准确,且易于实施正则移出、频率-文波数域、Dip-滤波程序。当前研究的目的是从真实的二维地震数据中分离出内部倍频和噪声。
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Iraqi Geological Journal
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