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A Geostationary Satellite-Based Approach to Estimate Convective Mass Flux and Revisit the Hot Tower Hypothesis 基于地球静止卫星的对流质量通量估算方法和对热塔假说的重新审视
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-10 DOI: 10.1007/s10712-024-09856-6
Amel Derras-Chouk, Zhengzhao Johnny Luo

This study aims to revisit the classic “hot tower” hypothesis proposed by Riehl and Simpson (Malkus) in 1958 and revisited in 1979. Our investigation centers on the convective mass flux of hot towers within the tropical trough zone, using geostationary (GEO) satellite data and an innovative analysis technique, known as ML16, which integrates various data sources, including hot tower heights, ambient profiles, and a plume model, to determine convective mass flux. The GEO-based ML16 approach is evaluated against collocated ground-based radar wind profiler observations, showing broad agreement. Our GEO-based estimate of hot tower convective mass flux, 2.8 × 1011–3.4 × 1011 kg s−1, is similar to the revisited estimate in Riehl and Simpson (1979), 2.6–3.0 × 1011 kg s−1. Additionally, our analysis gives a median count of around 550 hot towers with a median size of about 11 km, in contrast to the previous estimates of 1600–2400 hot towers, each characterized by a fixed size of 5 km. We discuss the causes of these discrepancies, emphasizing the fundamental differences between the two approaches in characterizing tropical hot towers. While both approaches have various uncertainties, the evidence suggests that greater credibility should be placed on results derived from direct satellite observations. Finally, we identify future opportunities in Earth Observations that will provide more accurate measurements, enabling further evaluation of the role played by tropical hot towers in mass transport.

本研究旨在重新审视里尔和辛普森(马尔克斯)于 1958 年提出、1979 年再次提出的经典 "热塔 "假说。我们的研究以热带槽区内热塔的对流质量通量为中心,利用地球静止(GEO)卫星数据和一种被称为 ML16 的创新分析技术,该技术整合了各种数据源,包括热塔高度、环境剖面和羽流模型,以确定对流质量通量。基于地球同步轨道的 ML16 方法与地面雷达风廓线观测数据进行了评估,结果显示两者基本一致。我们基于地球同步轨道的热塔对流质量通量估计值为 2.8 × 1011-3.4 × 1011 kg s-1,与 Riehl 和 Simpson(1979 年)的估计值 2.6-3.0 × 1011 kg s-1 相似。此外,我们分析得出的热塔中位数约为 550 个,中位尺寸约为 11 千米,而之前估计的热塔数量为 1600-2400 个,每个热塔的尺寸固定为 5 千米。我们讨论了造成这些差异的原因,强调了这两种方法在描述热带热塔特征方面的根本区别。虽然两种方法都存在各种不确定性,但证据表明,通过直接卫星观测得出的结果更可信。最后,我们指出了地球观测领域未来的机遇,这些机遇将提供更精确的测量,从而能够进一步评估热带热塔在质量传输中发挥的作用。
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引用次数: 0
Relationships Among Variations in the Earth’s Length-of-Day, Polar Oblateness, and Total Moment of Inertia: A Tutorial Review 地球日长、极地扁平和总惯性矩变化之间的关系:教程回顾
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-07 DOI: 10.1007/s10712-024-09858-4
Benjamin F. Chao

We revisit the derivation of the linear relationships connecting the variations of the Earth’s length-of-day (more specifically its mass term ΔLODmass), polar oblateness (ΔJ2), and total moment of inertia (ΔT) caused by geophysical mass transports. The three integral quantities are expressed as inner products of the perturbation, either in the form of density change in the Eulerian description or deformation in the Lagrangian description, with pertinent base functions arising from distinct physical principles. We discuss various cases of mass transport processes regarding whether or not T is conserved, or ΔT = 0. When and only when ΔT = 0, the ΔLODmass and ΔJ2 become proportional to each other and hence mutually convertible. This latter practice has long been common, albeit often taken for granted, in the literature notably with respect to the mass transports in surface geophysical fluids and by the glacial isostatic adjustment (GIA) that awaits numerical assessments per physics-based GIA models. We point to subtleties and caveats that tend to be misrepresented, namely, the distinction of ΔLODmass from the observed ΔLOD, and the extent of the core’s participation in the angular momentum exchanges across the core-mantle boundary.

我们重新探讨了地球物理质量迁移引起的地球日长(更具体地说是其质量项ΔLODmass)、极地扁平(ΔJ2)和总惯性矩(ΔT)变化之间的线性关系的推导。这三个积分量以扰动的内积表示,在欧拉描述中以密度变化的形式表示,在拉格朗日描述中以变形的形式表示,相关的基函数产生于不同的物理原理。我们讨论了质量输运过程中有关 T 是否守恒或 ΔT = 0 的各种情况。只有当 ΔT = 0 时,ΔLODmass 和 ΔJ2 才会成正比,从而可以相互转换。后一种做法在文献中早已司空见惯,尽管常常被认为是理所当然的,特别是在地表地球物理流体的质量传输和冰川等静力调整(GIA)方面。我们指出了容易被误解的微妙之处和注意事项,即ΔLODmass 与观测到的ΔLOD 的区别,以及地核在地核-地幔边界角动量交换中的参与程度。
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引用次数: 0
Far-Zone Effects for Spherical Integral Transformations II: Formulas for Horizontal Boundary Value Problems and Their Derivatives 球面积分变换的远区效应 II:水平边界值问题公式及其导数
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-07 DOI: 10.1007/s10712-024-09842-y
Michal Šprlák, Martin Pitoňák

Integral formulas represent a methodological basis for the determination of gravitational fields generated by planetary bodies. In particular, spherical integral transformations are preferred for their symmetrical properties with the integration domain being the entire surface of the sphere. However, global coverage of boundary values is rarely guaranteed. In practical calculations, we therefore split the spherical surface into a near zone and a far zone, for convenience, by a spherical cap. While the gravitational effect in the near zone can be evaluated by numerical integration over available boundary values, the contribution of the far zone has to be precisely quantified by other means. Far-zone effects for the isotropic integral transformations and those depending on the direct azimuth have adequately been discussed. On the other hand, this subject has only marginally been addressed for the spherical integral formulas that are, except for other variables, also functions of the backward azimuth. In this article, we significantly advance the existing geodetic methodology by deriving the far-zone effects for the two classes of spherical integral transformations: (1) the analytical solutions of the horizontal, horizontal–horizontal, and horizontal–horizontal–horizontal BVPs including their generalisations with arbitrary-order vertical derivative of respective boundary conditions and (2) spatial (vertical, horizontal, or mixed) derivatives of these generalised analytical solutions up to the third order. The integral and spectral forms of the far-zone effects are implemented in MATLAB software package, and their consistency is tested in closed-loop simulations. The presented methodology can be employed in upward/downward continuation of potential field observables or for a quantification of error propagation through spherical integral transformations.

积分公式是确定行星体产生的引力场的方法论基础。其中,球面积分变换因其对称性而受到青睐,积分域为整个球面。然而,很少能保证边界值的全局覆盖。因此,在实际计算中,为了方便起见,我们用球面帽将球面分为近区和远区。近区的引力效应可以通过对现有边界值进行数值积分来评估,而远区的引力效应则必须通过其他方法精确量化。各向同性积分变换的远区效应以及取决于直接方位角的远区效应已经得到充分讨论。另一方面,对于球面积分公式(除其他变量外,也是后向方位角的函数),这一主题的讨论还很有限。在本文中,我们通过推导以下两类球面积分变换的远区效应,大大推进了现有的大地测量方法:(1) 水平、水平-水平和水平-水平-水平 BVPs 的解析解,包括它们与各自边界条件的任意阶垂直导数的泛函;(2) 这些泛函解析解的空间(垂直、水平或混合)导数,直至三阶。远区效应的积分和频谱形式在 MATLAB 软件包中实现,并在闭环模拟中测试其一致性。提出的方法可用于势场观测值的向上/向下延续,或通过球形积分变换对误差传播进行量化。
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引用次数: 0
METEOSAT Long-Term Observations Reveal Changes in Convective Organization Over Tropical Africa and Atlantic Ocean METEOSAT 长期观测显示热带非洲和大西洋上空对流组织的变化
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-04 DOI: 10.1007/s10712-024-09862-8
Rémy Roca, Thomas Fiolleau, Viju O. John, Jörg Schulz

In the tropics, deep convection, which is often organized into convective systems, plays a crucial role in the water and energy cycles by significantly contributing to surface precipitation and forming upper-level ice clouds. The arrangement of these deep convective systems, as well as their individual properties, has recently been recognized as a key feature of the tropical climate. Using data from Africa and the tropical Atlantic Ocean as a case study, recent shifts in convective organization have been analyzed through a well-curated, unique record of METEOSAT observations spanning four decades. The findings indicate a significant shift in the occurrence of deep convective systems, characterized by a decrease in large, short-lived systems and an increase in smaller, longer-lived ones. This shift, combined with a nearly constant deep cloud fraction over the same period, highlights a notable change in convective organization. These new observational insights are valuable for refining emerging kilometer-scale climate models that accurately represent individual convective systems but struggle to realistically simulate their overall arrangement.

在热带地区,深层对流通常组织成对流系统,在水循环和能量循环中发挥着重要作用,对地表降水和高层冰云的形成有显著贡献。这些深对流系统的排列及其各自的特性最近被认为是热带气候的一个关键特征。利用非洲和热带大西洋的数据作为案例研究,通过精心整理的、独特的、跨越 40 年的 METEOSAT 观测记录,分析了对流组织的近期变化。研究结果表明,深层对流系统的出现发生了重大变化,其特点是大型、短命系统减少,小型、长命系统增加。这种变化与同期几乎不变的深层云比例相结合,凸显了对流组织的显著变化。这些新的观测认识对于完善新出现的千米尺度气候模式非常有价值,这些模式准确地表现了单个对流系统,但难以真实地模拟它们的整体布局。
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引用次数: 0
The Intradecadal Periodic Signals in GPS Displacements and Their Possible Climate Change Influences 全球定位系统位移的年代内周期信号及其可能的气候变化影响
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-01 DOI: 10.1007/s10712-024-09864-6
Hao Ding, WeiPing Jiang, Wei Luan, JianCheng Li, YuanJin Pan, Zhao Li

Intradecadal changes in GPS displacements have garnered significant attention within the research community; however, the existence of relatively stable intradecadal signals, as well as their characteristics and excitation sources, remains to be further confirmed. This study aims to comprehensively investigate this topic by reviewing relevant existing studies and analyzing over 50 diverse datasets. We first reanalyze two different GPS datasets, and based on those reanalyzed results, we unequivocally validate the existence of at least two intradecadal signals in GPS displacements, a significant ~ 5.9 yr periodic signal (with 4.2 ± 0.95 mm excitation amplitude and a Y2,2 spatial pattern) as some previous studies suggested and a relatively weak ~ 4.8–5.4 yr signal, and we explain why some previous studies cannot detect the ~ 5.9 yr signal or find its actual spatial pattern. Reevaluating the data from the surface air pressure records (and related records), loading displacements, hydrological records, global mean sea level (GMSL), global mean surface temperature (GMST), and various climate indices demonstrate that there are indeed similar 5–7 yr oscillations as previously suggested, but they have clear differences with the ~ 5.9 yr GPS signal. Additionally, the presence of a ~ 4.7–5.3 yr signal in the in situ hydrological records, as well as a ~ 4.5–5.7 yr signal in surface air pressure, contributes to the ~ 4.8–5.4 yr signal observed in the GPS data, thereby influencing the identification of the 5.9 yr signal. The contrasting outcomes derived from hydrological models and in situ hydrological records indicate that the low-frequency components of the hydrological models lack reliability. As for the precise physical mechanism underlying the ~ 5.9 yr GPS signal, although we have eliminated climate changes as potential sources, it is still difficult to deduce a physical mechanism that could reasonably explain it.

全球定位系统位移的年代内变化引起了研究界的极大关注;然而,年代内相对稳定信号的存在及其特征和激发源仍有待进一步证实。本研究旨在通过回顾现有的相关研究并分析 50 多个不同的数据集来全面研究这一课题。我们首先对两个不同的全球定位系统数据集进行了重新分析,根据这些重新分析的结果,我们明确验证了全球定位系统位移中至少存在两个年代内信号,一个是以前一些研究认为的重要的~5.9年周期信号(激励振幅为4.2 ± 0.95毫米,空间模式为Y2,2),另一个是相对较弱的~4.8-5.4年信号,我们还解释了为什么以前的一些研究无法探测到~5.9年信号或发现其实际的空间模式。重新评估地表气压记录(及相关记录)、加载位移、水文记录、全球平均海平面(GMSL)、全球平均地表温度(GMST)和各种气候指数的数据表明,确实存在与以前提出的类似的 5-7 年振荡,但它们与 ~ 5.9 年 GPS 信号有明显的差异。此外,原地水文记录中存在的约 4.7-5.3 年的信号,以及地表气压中约 4.5-5.7 年的信号,都有助于在 GPS 数据中观测到约 4.8-5.4 年的信号,从而影响了对 5.9 年信号的识别。从水文模型和现场水文记录得出的截然不同的结果表明,水文模型的低频成分缺乏可靠性。至于〜5.9 年 GPS 信号的确切物理机制,尽管我们已经排除了气候变化的潜在来源,但仍然难以推断出一个可以合理解释它的物理机制。
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引用次数: 0
Lost in Translation: The Need for Common Vocabularies and an Interoperable Thesaurus in Earth Observation Sciences 翻译中的迷失:地球观测科学需要通用词汇表和可互操作的术语词库
IF 4.6 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-01 DOI: 10.1007/s10712-024-09854-8
P. A. Strobl, E. R. Woolliams, K. Molch

The Earth Observation sciences are highly multidisciplinary with long value chains from the development, characterisation and deployment of sensors, through data processing and modelling, to the information services provided to decision makers in, for example, governments, companies and non-governmental organisations. A prerequisite to any multidisciplinary collaboration is effective communication and many communities involved in the value chains have developed vocabularies or terminologies to define terms from a particular viewpoint or legacy. However, these vocabularies are often inconsistent, with circular definitions, contradictions and using technical terms that are not defined. Here, three case studies from Earth Observation disciplines are considered involving challenges in the definition and use of the terms ‘observation’, ‘in-situ’ and ‘interoperable’. An approach is suggested for an initiative, starting in Earth Observation, to build a consistent thesaurus taking inspiration from the ISO 25964:2011 standard.

地球观测科学具有高度的多学科性,其价值链很长,从传感器的开发、特征描述和部署,到数据处理和建模,再到为政府、公司和非政府组织等决策者提供信息服务。任何多学科合作的先决条件都是有效的沟通,许多参与价值链的团体都开发了词汇表或术语表,以便从特定的角度或传统的角度定义术语。然而,这些词汇往往不一致,存在循环定义、矛盾和使用未定义的技术术语等问题。在此,将对地球观测学科的三个案例进行研究,其中涉及 "观测"、"原位 "和 "互操作性 "等术语的定义和使用所面临的挑战。从地球观测领域开始,建议采取一种方法,从 ISO 25964:2011 标准中汲取灵感,建立一个一致的术语词库。
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引用次数: 0
Discovery of Physically Interpretable Wave Equations 发现物理上可解释的波方程
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-26 DOI: 10.1007/s10712-024-09857-5
Shijun Cheng, Tariq Alkhalifah

Using symbolic regression to discover physical laws from observed data is an emerging field. In previous work, we combined genetic algorithm (GA) and machine learning to present a data-driven method for discovering a wave equation. Although it managed to utilize the data to discover the two-dimensional (xz) acoustic constant-density wave equation (u_{tt}=v^2(u_{xx}+u_{zz})) (subscripts of the wavefield, u, are second derivatives in time and space) in a homogeneous medium, it did not provide the complete equation form, where the velocity term is represented by a coefficient rather than directly given by (v^2). In this work, we redesign the framework, encoding both velocity information and candidate functional terms simultaneously. Thus, we use GA to simultaneously evolve the candidate functional and coefficient terms in the library. Also, we consider here the physics rationality and interpretability in the randomly generated potential wave equations, by ensuring that both-hand sides of the equation maintain balance in their physical units. We demonstrate this redesigned framework using the acoustic wave equation as an example, showing its ability to produce physically reasonable expressions of wave equations from noisy and sparsely observed data in both homogeneous and inhomogeneous media. Also, we demonstrate that our method can effectively discover wave equations from a more realistic observation scenario.

利用符号回归从观测数据中发现物理定律是一个新兴领域。在之前的工作中,我们结合遗传算法(GA)和机器学习,提出了一种数据驱动的发现波方程的方法。虽然它成功地利用数据发现了均质介质中的二维(x,z)声学恒密度波方程 (u_{tt}=v^2(u_{xx}+u_{zz}))(波场的下标 u 是时间和空间的二阶导数),但它并没有提供完整的方程形式,其中速度项由系数表示,而不是直接由 (v^2)给出。在这项工作中,我们重新设计了框架,同时对速度信息和候选函数项进行编码。因此,我们使用 GA 同时演化库中的候选函数项和系数项。此外,我们还考虑了随机生成的势能波方程的物理合理性和可解释性,确保方程的两手边在物理单位上保持平衡。我们以声波方程为例,演示了这一重新设计的框架,表明它能够从均质和非均质介质中的噪声和稀疏观测数据中生成物理上合理的波方程表达式。此外,我们还证明了我们的方法能从更真实的观测场景中有效地发现波方程。
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引用次数: 0
The Global Energy Balance as Represented in Atmospheric Reanalyses 大气再分析所体现的全球能量平衡
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-21 DOI: 10.1007/s10712-024-09861-9
Martin Wild, Michael G. Bosilovich

In this study, we investigate the representation of the global mean energy balance components in 10 atmospheric reanalyses, and compare their magnitudes with recent reference estimates as well as the ones simulated by the latest generation of climate models from the 6th phase of the coupled model intercomparison project (CMIP6). Despite the assimilation of comprehensive observational data in reanalyses, the spread amongst the magnitudes of their global energy balance components generally remains substantial, up to more than 20 Wm−2 in some quantities, and their consistency is typically not higher than amongst the much less observationally constrained CMIP6 models. Relative spreads are particularly large in the reanalysis global mean latent heat fluxes (exceeding 20%) and associated intensity of the global water cycle, as well as in the energy imbalances at the top-of-atmosphere and surface. A comparison of reanalysis runs in full assimilation mode with corresponding runs constrained only by sea surface temperatures reveals marginal differences in their global mean energy balance components. This indicates that discrepancies in the global energy balance components caused by the different model formulations amongst the reanalyses are hardly alleviated by the imposed observational constraints from the assimilation process. Similar to climate models, reanalyses overestimate the global mean surface downward shortwave radiation and underestimate the surface downward longwave radiation by 3–7 Wm−2. While reanalyses are of tremendous value as references for many atmospheric parameters, they currently may not be suited to serve as references for the magnitudes of the global mean energy balance components.

在这项研究中,我们调查了 10 个大气再分析中全球平均能量平衡成分的代表性,并将它们的大小与最近的参考估计值以及第六阶段耦合模式相互比较项目(CMIP6)中最新一代气候模式所模拟的大小进行了比较。尽管在再分析中同化了全面的观测数据,但其全球能量平衡部分的量级之间的差值一般仍然很大,在某些量级上超过了 20 Wm-2,而且其一致性通常不高于观测约束更少的 CMIP6 模式。再分析的全球平均潜热通量(超过 20%)和全球水循环的相关强度,以及大气顶部和地表的能量失衡,相对差值特别大。将完全同化模式下的再分析运行与仅受海面温度约束的相应运行进行比较,可以发现它们的全球平均能量平衡部分存在微小差异。这表明,同化过程中施加的观测约束条件很难缓解由于再分析模型公式不同而造成的全球能量平衡分量的差异。与气候模式类似,再分析高估了全球平均地表向下短波辐射,低估了地表向下长波辐射 3-7 Wm-2。虽然再分析作为许多大气参数的参考具有巨大价值,但目前可能还不适合作为全球平均能量平衡成分大小的参考。
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引用次数: 0
Correction: Investigation of Fluid Types in Shale Oil Reservoirs 更正:页岩油藏流体类型调查
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-16 DOI: 10.1007/s10712-024-09851-x
Xiaojiao Pang, Guiwen Wang, Lichun Kuang, Jin Lai, Nigel P. Mountney
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引用次数: 0
Electromagnetic Subsurface Imaging in the Presence of Metallic Structures: A Review of Numerical Strategies 存在金属结构时的电磁地表下成像:数值策略综述
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-08-28 DOI: 10.1007/s10712-024-09855-7
Octavio Castillo-Reyes, Pilar Queralt, Perla Piñas-Varas, Juanjo Ledo, Otilio Rojas

Electromagnetic (EM) imaging aims to produce large-scale, high-resolution soil conductivity maps that provide essential information for Earth subsurface exploration. To rigorously generate EM subsurface models, one must address both the forward problem and the inverse problem. From these subsurface resistivity maps, also referred to as volumes of resistivity distribution, it is possible to extract useful information (lithology, temperature, porosity, permeability, among others) to improve our knowledge about geo-resources on which modern society depends (e.g., energy, groundwater, and raw materials, among others). However, this ability to detect electrical resistivity contrasts also makes EM imaging techniques sensitive to metallic structures whose EM footprint often exceeds their diminutive stature compared to surrounding materials. Depending on target applications, this behavior can be advantageous or disadvantageous. In this work, we review EM modeling and inverse solutions in the presence of metallic structures, emphasizing how these structures affect EM data acquisition and interpretation. By addressing the challenges posed by metallic structures, our aim is to enhance the accuracy and reliability of subsurface EM characterization, ultimately leading to improved management of geo-resources and environmental monitoring. Here, we consider the latter through the lens of a triple helix approach: physics behind metallic structures in EM modeling and imaging, development of computational tools (conventional strategies and artificial intelligence schemes), and configurations and applications. The literature review shows that, despite recent scientific advancements, EM imaging techniques are still being developed, as are software-based data processing and interpretation tools. Such progress must address geological complexities and metallic casing measurements integrity in increasing detail setups. We hope this review will provide inspiration for researchers to study the fascinating EM problem, as well as establishing a robust technological ecosystem to those interested in studying EM fields affected by metallic artifacts.

电磁(EM)成像旨在生成大尺度、高分辨率的土壤电导率图,为地球地下勘探提供重要信息。要严格生成电磁地下模型,必须同时解决正向问题和反向问题。从这些次表层电阻率图(也称为电阻率分布图)中可以提取有用的信息(岩性、温度、孔隙度、渗透性等),从而提高我们对现代社会所依赖的地质资源(如能源、地下水和原材料等)的认识。然而,这种检测电阻率对比的能力也使电磁成像技术对金属结构非常敏感,因为与周围材料相比,金属结构的电磁足迹往往超过其微小的体积。根据目标应用的不同,这种行为可能是有利的,也可能是不利的。在这项工作中,我们回顾了存在金属结构时的电磁建模和逆解,强调了这些结构如何影响电磁数据的采集和解读。通过应对金属结构带来的挑战,我们的目标是提高地下电磁特征描述的准确性和可靠性,最终改善地质资源管理和环境监测。在此,我们通过三螺旋方法来考虑后者:电磁建模和成像中金属结构背后的物理学、计算工具的开发(传统策略和人工智能方案)以及配置和应用。文献综述表明,尽管最近取得了科学进步,但电磁成像技术仍在不断发展,基于软件的数据处理和解释工具也是如此。这种进步必须解决地质复杂性和金属套管测量完整性的问题,并不断增加细节设置。我们希望这篇综述能为研究人员研究引人入胜的电磁问题提供灵感,并为有兴趣研究受金属工件影响的电磁场的人员建立一个强大的技术生态系统。
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Surveys in Geophysics
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