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Ecosystem Resilience Monitoring and Early Warning Using Earth Observation Data: Challenges and Outlook 利用地球观测数据进行生态系统复原力监测和预警:挑战与展望
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-05-03 DOI: 10.1007/s10712-024-09833-z
Sebastian Bathiany, Robbin Bastiaansen, Ana Bastos, Lana Blaschke, Jelle Lever, Sina Loriani, Wanda De Keersmaecker, Wouter Dorigo, Milutin Milenković, Cornelius Senf, Taylor Smith, Jan Verbesselt, Niklas Boers

As the Earth system is exposed to large anthropogenic interferences, it becomes ever more important to assess the resilience of natural systems, i.e., their ability to recover from natural and human-induced perturbations. Several, often related, measures of resilience have been proposed and applied to modeled and observed data, often by different scientific communities. Focusing on terrestrial ecosystems as a key component of the Earth system, we review methods that can detect large perturbations (temporary excursions from a reference state as well as abrupt shifts to a new reference state) in spatio-temporal datasets, estimate the recovery rate after such perturbations, or assess resilience changes indirectly from stationary time series via indicators of critical slowing down. We present here a sequence of ideal methodological steps in the field of resilience science, and argue how to obtain a consistent and multi-faceted view on ecosystem or climate resilience from Earth observation (EO) data. While EO data offers unique potential to study ecosystem resilience globally at high spatial and temporal scale, we emphasize some important limitations, which are associated with the theoretical assumptions behind diagnostic methods and with the measurement process and pre-processing steps of EO data. The latter class of limitations include gaps in time series, the disparity of scales, and issues arising from aggregating time series from multiple sensors. Based on this assessment, we formulate specific recommendations to the EO community in order to improve the observational basis for ecosystem resilience research.

随着地球系统受到大量人为干扰的影响,评估自然系统的恢复能力,即从自然和人为干扰中恢复的能力,变得越来越重要。不同的科学界已经提出了几种通常是相关的复原力测量方法,并将其应用于模型和观测数据。陆地生态系统是地球系统的一个重要组成部分,我们将重点关注陆地生态系统,回顾那些可以检测时空数据集中的大扰动(从参考状态的暂时偏离以及突然转向新的参考状态)、估算此类扰动后的恢复率或通过临界放缓指标从静态时间序列间接评估恢复力变化的方法。我们在此介绍复原力科学领域的一系列理想方法步骤,并论证如何从地球观测(EO)数据中获得关于生态系统或气候复原力的一致且多方面的观点。虽然地球观测数据为在全球范围内研究高时空尺度的生态系统复原力提供了独特的潜力,但我们也强调了一些重要的局限性,这些局限性与诊断方法背后的理论假设以及地球观测数据的测量过程和预处理步骤有关。后一类局限性包括时间序列的差距、尺度的差异以及汇总多个传感器的时间序列所产生的问题。根据这一评估,我们向地球观测界提出了具体建议,以改善生态系统复原力研究的观测基础。
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引用次数: 0
Photonic Seismology: A New Decade of Distributed Acoustic Sensing in Geophysics from 2012 to 2023 光子地震学:2012 至 2023 年地球物理学分布式声学传感的新十年
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-29 DOI: 10.1007/s10712-024-09840-0
Feng Cheng

This paper delivers an in-depth bibliometric analysis of distributed acoustic sensing (DAS) research within the realm of geophysics, covering the period from 2012 to 2023 and drawing on data from the Web of Science. By employing bibliographic and structured network analysis methods, including the use of Bibliometrix and VOSviewer®, the study highlights the most influential scholars, leading institutions, and pivotal research contributions that have significantly shaped the field of DAS in geophysics. The research delves into key collaborative dynamics, unraveling them through co-authorship network analysis, and delves into thematic developments and trajectories via comprehensive co-citation and keyword co-occurrence network analyses. These analyses elucidate the most robust and prominent areas within DAS research. A critical insight gained from this study is the rise of ‘photonic seismology’ as an emerging interdisciplinary domain, exemplifying the fusion of photonic sensing techniques with seismic science. This paper also discusses certain limitations inherent in the study and concludes with implications for future research.

本文对地球物理学领域的分布式声学传感(DAS)研究进行了深入的文献计量分析,研究时间跨度为 2012 年至 2023 年,数据来源于 Web of Science。通过采用书目和结构化网络分析方法(包括使用 Bibliometrix 和 VOSviewer®),该研究突出了对地球物理学中的分布式声学传感(DAS)领域产生重大影响的最有影响力的学者、领先机构和关键研究成果。该研究深入探讨了关键的合作动态,通过共同作者网络分析揭示了这些动态,并通过全面的共同引用和关键词共现网络分析深入探讨了专题发展和轨迹。这些分析阐明了 DAS 研究中最活跃、最突出的领域。从这项研究中获得的一个重要启示是 "光子地震学 "作为一个新兴的跨学科领域的崛起,体现了光子传感技术与地震科学的融合。本文还讨论了研究中固有的某些局限性,最后提出了对未来研究的启示。
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引用次数: 0
Pressure Effects on Plane Wave Reflection and Transmission in Fluid-Saturated Porous Media 压力对流体饱和多孔介质中平面波反射和传播的影响
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-29 DOI: 10.1007/s10712-024-09829-9
Fubin Chen, Zhaoyun Zong, Reza Rezaee, Xingyao Yin

The wave reflection and transmission (R/T) coefficients in fluid-saturated porous media with the effect of effective pressure are rarely studied, despite the ubiquitous presence of in situ pressure in the subsurface Earth. To fill this knowledge gap, we derive exact R/T coefficient equations for a plane wave incident obliquely at the interface between the dissimilar pressured fluid-saturated porous half-spaces described by the theory of poro-acoustoelasticity (PAE). The central result of the classic PAE theory is first reviewed, and then a dual-porosity model is employed to generalize this theory by incorporating the impact of nonlinear crack deformation. The new velocity equations of generalized PAE theory can describe the nonlinear pressure dependence of fast P-, S- and slow P-wave velocities and have a reasonable agreement with the laboratory measurements. The general boundary conditions associated with membrane stiffness are used to yield the exact pressure-dependent wave R/T coefficient equations. We then model the impacts of effective pressure on the angle and frequency dependence of wave R/T coefficients and synthetic seismic responses in detail and compare our equations to the previously reported equations in zero-pressure case. It is inferred that the existing R/T coefficient equations for porous media may be misleading, since they lack consideration for inevitable in situ pressure effects. Modeling results also indicate that effective pressure and membrane stiffness significantly affect the amplitude variation with offset characteristics of reflected seismic signatures, which emphasizes the significance of considering the effects of both in practical applications related to the observed seismic data. By comparing the modeled R/T coefficients to the results computed with laboratory measured velocities, we preliminarily confirm the validity of our equations. Our equations and results are relevant to hydrocarbon exploration, in situ pressure detection and geofluid discrimination in high-pressure fields.

尽管地球表面下的原位压力无处不在,但在有效压力作用下,流体饱和多孔介质中的波反射和透射(R/T)系数却鲜有研究。为了填补这一知识空白,我们推导了斜向入射到不同压力的流体饱和多孔半空间界面上的平面波的精确 R/T 系数方程,该界面由孔声弹性(PAE)理论描述。首先回顾了经典 PAE 理论的核心结果,然后采用双孔隙模型,通过纳入非线性裂缝变形的影响来推广这一理论。广义 PAE 理论的新速度方程可以描述快速 P 波、S 波和慢速 P 波速度的非线性压力依赖性,并与实验室测量结果具有合理的一致性。利用与膜刚度相关的一般边界条件,可得出与压力相关的精确波 R/T 系数方程。然后,我们详细模拟了有效压力对波 R/T 系数和合成地震响应的角度和频率依赖性的影响,并将我们的方程与之前报告的零压力情况下的方程进行了比较。结果推断,现有的多孔介质 R/T 系数方程可能会产生误导,因为它们没有考虑不可避免的原位压力效应。建模结果还表明,有效压力和膜刚度会显著影响反射地震信号的振幅随偏移量变化的特征,这强调了在与观测地震数据相关的实际应用中考虑这两者影响的重要性。通过比较建模的 R/T 系数与实验室测量速度的计算结果,我们初步证实了我们的方程的有效性。我们的方程和结果与碳氢化合物勘探、原位压力探测和高压油田的地质流体识别有关。
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引用次数: 0
Joint Inversion Method of Gravity and Magnetic Data with Adaptive Zoning Using Gramian in Both Petrophysical and Structural Domains 利用格拉米安在岩石物理和结构领域对重力和磁力数据进行自适应分区的联合反演方法
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-29 DOI: 10.1007/s10712-024-09832-0
Tingyi Wang, Guoqing Ma, Qingfa Meng, Taihan Wang, Zhexin Jiang

Different observation data are utilized to obtain a unified geophysical model based on the correlations of underground geological bodies in joint inversions. By specifying a type of Gramian constraints, Gramian as a coupling term can link geophysical models through relationships of physical properties or structural similarities. Considering the complex relationships of physical properties of underground geological bodies, we proposed an adaptive zoning method to automatically divide the whole inversion area into subregions with different relationships of physical properties and to determine the number and range of subregions that utilized correlation between geophysical data before joint inversions. On this basis, we considered the use of a combination of Gramian coupling terms rather than one term to link petrophysical and structural domains during joint inversions. Synthetic tests showed that the algorithm is capable of having a robust estimate of the spatial distribution and relationships between density and magnetization intensity of geological bodies. The idea was also applied to the ore concentration area in the middle and lower reaches of the Yangtze River to obtain the three-dimensional (3-D) distribution model of magnetite-bearing rocks within 5 km underground, which corresponds well with the existing shallow ore sites and demonstrates the existence of available deep resources in the study area.

利用不同的观测数据,在联合反演中获得基于地下地质体关联的统一地球物理模型。通过指定格拉米安约束类型,格拉米安作为耦合项可以通过物性关系或构造相似性将地球物理模型联系起来。考虑到地下地质体复杂的物性关系,我们提出了一种自适应分区方法,将整个反演区域自动划分为不同物性关系的子区域,并在联合反演前确定利用地球物理数据相关性的子区域数量和范围。在此基础上,我们考虑在联合反演过程中使用格拉米安耦合项组合而不是一个项来连接岩石物理域和结构域。合成测试表明,该算法能够对地质体的空间分布以及密度和磁化强度之间的关系做出可靠的估计。该思想还被应用于长江中下游的矿石集中区,得到了地下 5 千米范围内含磁铁矿岩体的三维分布模型,与现有的浅层矿点很好地对应,证明了研究区存在可利用的深部资源。
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引用次数: 0
Feasibility Study of Anisotropic Full-Waveform Inversion with DAS Data in a Vertical Seismic Profile Configuration at the Newell County Facility, Alberta, Canada 在加拿大阿尔伯塔省纽厄尔县设施的垂直地震剖面配置中利用 DAS 数据进行各向异性全波形反演的可行性研究
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-24 DOI: 10.1007/s10712-024-09836-w
Luping Qu, Wenyong Pan, Kristopher Innanen, Marie Macquet, Donald Lawton

As an emerging seismic acquisition technology, distributed acoustic sensing (DAS) has drawn significant attention in earth science for long-term and cost-effective monitoring of underground activities. Field seismic experiments with optical fibers in a vertical seismic profile (VSP) configuration were conducted at the Newell County Facility of Carbon Management Canada in Alberta, Canada, for ({text{CO}}_2) injection and storage monitoring. Seismic full-waveform inversion (FWI) represents one promising approach for high-resolution imaging of subsurface model properties. In this study, anisotropic FWI with variable density is applied to the DAS-recorded walk-away VSP data for characterizing the subsurface velocity, anisotropy, and density structures, serving as baseline models for future time-lapse studies at the pilot site. Synthetic inversion experiments suggest that, without accounting for anisotropy, the inverted density structures by isotropic FWI are damaged by strong trade-off artifacts. Anisotropic FWI can provide more accurate P-wave velocity, density, and valuable anisotropy models. Field data applications are then performed to validate the effectiveness and superiority of the proposed methods. Compared to the inversion outputs of isotropic FWI, the inverted P-wave velocity by anisotropic FWI matches trend variation of the well log more closely. In the inverted density model, the ({text{CO}}_2) injection formation can be clearly resolved. The inverted anisotropy parameters provide informative references to interpret the structures and lithology around the target ({text{CO}}_2) injection zone.

作为一种新兴的地震采集技术,分布式声学传感技术(DAS)在地球科学领域备受关注,可用于对地下活动进行长期、经济有效的监测。在加拿大阿尔伯塔省的加拿大碳管理公司纽厄尔县设施,使用垂直地震剖面(VSP)配置的光纤进行了野外地震实验,用于注入和储存监测({text{CO}}_2)。地震全波形反演(FWI)是对地下模型特性进行高分辨率成像的一种可行方法。在本研究中,各向异性全波形反演(FWI)与可变密度被应用于 DAS 记录的走航式 VSP 数据,以描述地下速度、各向异性和密度结构的特征,作为试验场未来延时研究的基线模型。合成反演实验表明,如果不考虑各向异性,各向同性全波成像反演的密度结构就会受到强烈的权衡假象的破坏。各向异性 FWI 可以提供更准确的 P 波速度、密度和有价值的各向异性模型。随后进行了野外数据应用,以验证所提方法的有效性和优越性。与各向异性 FWI 的反演结果相比,各向异性 FWI 反演的 P 波速度与测井曲线的变化趋势更加吻合。在反演的密度模型中,可以清晰地分辨出注入层。反演的各向异性参数为解释目标注入区周围的结构和岩性提供了信息参考。
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引用次数: 0
Assessment of Atmospheric and Surface Energy Budgets Using Observation-Based Data Products 利用基于观测的数据产品评估大气和地表能量预算
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-17 DOI: 10.1007/s10712-024-09827-x
Michael Mayer, Seiji Kato, Michael Bosilovich, Peter Bechtold, Johannes Mayer, Marc Schröder, Ali Behrangi, Martin Wild, Shinya Kobayashi, Zhujun Li, Tristan L’Ecuyer

Accurate diagnosis of regional atmospheric and surface energy budgets is critical for understanding the spatial distribution of heat uptake associated with the Earth’s energy imbalance (EEI). This contribution discusses frameworks and methods for consistent evaluation of key quantities of those budgets using observationally constrained data sets. It thereby touches upon assumptions made in data products which have implications for these evaluations. We evaluate 2001–2020 average regional total (TE) and dry static energy (DSE) budgets using satellite-based and reanalysis data. For the first time, a consistent framework is applied to the ensemble of the 5th generation European Reanalysis (ERA5), version 2 of modern-era retrospective analysis for research and applications (MERRA-2), and the Japanese 55-year Reanalysis (JRA55). Uncertainties of the computed budgets are assessed through inter-product spread and evaluation of physical constraints. Furthermore, we use the TE budget to infer fields of net surface energy flux. Results indicate biases < 1 W/m2 on the global, < 5 W/m2 on the continental, and ~ 15 W/m2 on the regional scale. Inferred net surface energy fluxes exhibit reduced large-scale biases compared to surface flux data based on remote sensing and models. We use the DSE budget to infer atmospheric diabatic heating from condensational processes. Comparison to observation-based precipitation data indicates larger uncertainties (10–15 Wm−2 globally) in the DSE budget compared to the TE budget, which is reflected by increased spread in reanalysis-based fields. Continued validation efforts of atmospheric energy budgets are needed to document progress in new and upcoming observational products, and to understand their limitations when performing EEI research.

准确诊断区域大气和地表能量预算对于了解与地球能量失衡(EEI)相关的热吸收空间分布至关重要。本文讨论了利用观测约束数据集对这些预算的关键数量进行一致评估的框架和方法。其中还涉及数据产品中对这些评估有影响的假设。我们利用卫星数据和再分析数据对 2001-2020 年平均区域总能量(TE)和干静态能量(DSE)预算进行了评估。我们首次对第五代欧洲再分析(ERA5)、用于研究和应用的现代回顾分析(MERRA-2)第 2 版和日本 55 年再分析(JRA55)的集合应用了一致的框架。通过产品间传播和物理约束评估,对计算出的预算的不确定性进行了评估。此外,我们还利用 TE 预算来推断地表净能量通量场。结果表明,全球范围的偏差为 1 瓦/平方米,大陆范围的偏差为 5 瓦/平方米,区域范围的偏差约为 15 瓦/平方米。与基于遥感和模型的地表通量数据相比,推断的地表净能量通量显示出较小的大尺度偏差。我们利用 DSE 预算来推断冷凝过程产生的大气绝热加热。与基于观测的降水数据相比,DSE 预算显示出比 TE 预算更大的不确定性(全球范围内 10-15 Wm-2),这反映在基于再分析的场中更大的偏差上。需要继续对大气能量预算进行验证,以记录新的和即将推出的观测产品的进展,并在进行 EEI 研究时了解其局限性。
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引用次数: 0
Low-rank Representation for Seismic Reflectivity and its Applications in Least-squares Imaging 地震反射率的低秩表示及其在最小二乘成像中的应用
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-17 DOI: 10.1007/s10712-024-09828-w
Jidong Yang, Jianping Huang, Hao Zhang, Jiaxing Sun, Hejun Zhu, George McMechan

Sparse representation and inversion have been widely used in the acquisition and processing of geophysical data. In particular, the low-rank representation of seismic signals shows that they can be determined by a few elementary modes with predominantly large singular values. We review global and local low-rank representation for seismic reflectivity models and then apply it to least-squares migration (LSM) in acoustic and viscoacoustic media. In the global singular value decomposition (SVD), the elementary modes determined by singular vectors represent horizontal and vertical stratigraphic segments sorted from low to high wavenumbers, and the corresponding singular values reflect the contribution of these basic modes to form a broadband reflectivity model. In contrast, local SVD for grouped patch matrices can capture nonlocal similarity and thus accurately represent the reflectivity model with fewer ranks than the global SVD method. Taking advantage of this favorable sparsity, we introduce a local low-rank regularization into LSM to estimate subsurface reflectivity models. A two-step algorithm is developed to solve this low-rank constrained inverse problem: the first step is for least-squares data fitting and the second is for weighted nuclear-norm minimization. Numerical experiments for synthetic and field data demonstrate that the low-rank constraint outperforms conventional shaping and total-variation regularizations, and can produce high-quality reflectivity images for complicated structures and low signal-to-noise data.

稀疏表示和反演已广泛应用于地球物理数据的采集和处理。特别是,地震信号的低秩表示表明,地震信号可由几个主要具有大奇异值的基本模式决定。我们回顾了地震反射率模型的全局和局部低秩表示,然后将其应用于声学和粘声介质中的最小二乘迁移(LSM)。在全局奇异值分解(SVD)中,由奇异向量确定的基本模式代表了从低到高波数排序的水平和垂直地层段,相应的奇异值反映了这些基本模式对形成宽带反射率模型的贡献。相比之下,分组斑块矩阵的局部 SVD 可以捕捉非局部相似性,因此能准确地表示反射率模型,但比全局 SVD 方法的级数要少。利用这种有利的稀疏性,我们在 LSM 中引入了局部低秩正则化来估计地下反射率模型。我们开发了一种两步算法来解决这个低秩约束逆问题:第一步是最小二乘数据拟合,第二步是加权核正则最小化。对合成数据和实地数据进行的数值实验表明,低阶约束优于传统的整形和总变异正则化,并能为复杂结构和低信噪比数据生成高质量的反射率图像。
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引用次数: 0
The Rheological Models of Becker, Scott Blair, Kolsky, Lomnitz and Jeffreys Revisited, and Implications for Wave Attenuation and Velocity Dispersion 贝克尔、斯科特-布莱尔、科尔斯基、洛姆尼斯和杰弗里斯的流变模型重温,以及对波浪衰减和速度扩散的影响
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-01 DOI: 10.1007/s10712-024-09830-2
José M. Carcione, Francesco Mainardi, Ayman N. Qadrouh, Mamdoh Alajmi, Jing Ba

The rheological models of Lomnitz and Jeffreys have been widely used in earthquake seismology (to simulate a nearly constant Q medium) and to describe the creep and relaxation behavior of rocks as a function of time. Other similar models, such as those of Becker, Scott Blair and Kolsky, show similar properties, particularly the Scott Blair model describes a perfectly constant Q as a function of frequency. We first give a historical overview of the main scientists and the development and versions of the various models and priorities of discovery. Then, we clarify the relationship between the different versions of these models in terms of mathematical expressions of the complex modulus and calculate the phase velocity and quality factor Q as a function of frequency, illustrating the various special cases. In addition, we give useful hints for the numerical calculation of these moduli, which include special cases of the hypergeometric function.

洛姆尼茨和杰弗里斯的流变模型已广泛应用于地震学(模拟近似恒定 Q 值的介质)和描述岩石随时间变化的蠕变和松弛行为。其他类似的模型,如 Becker、Scott Blair 和 Kolsky 的模型,也显示出类似的特性,特别是 Scott Blair 模型描述了 Q 值随频率变化的完全恒定特性。我们首先对主要科学家、各种模型的发展和版本以及发现的重点进行了历史性概述。然后,我们用复数模量的数学表达式阐明了这些模型的不同版本之间的关系,并计算了作为频率函数的相速度和品质因数 Q,说明了各种特殊情况。此外,我们还给出了这些模量数值计算的有用提示,其中包括超几何函数的特殊情况。
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引用次数: 0
Lessons Learned from the Updated GEWEX Cloud Assessment Database 从更新的 GEWEX 云评估数据库中汲取的经验教训
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-02-29 DOI: 10.1007/s10712-024-09824-0
Claudia J. Stubenrauch, Stefan Kinne, Giulio Mandorli, William B. Rossow, David M. Winker, Steven A. Ackerman, Helene Chepfer, Larry Di Girolamo, Anne Garnier, Andrew Heidinger, Karl-Göran Karlsson, Kerry Meyer, Patrick Minnis, Steven Platnick, Martin Stengel, Szedung Sun-Mack, Paolo Veglio, Andi Walther, Xia Cai, Alisa H. Young, Guangyu Zhao

Since the first Global Energy and Water Exchanges cloud assessment a decade ago, existing cloud property retrievals have been revised and new retrievals have been developed. The new global long-term cloud datasets show, in general, similar results to those of the previous assessment. A notable exception is the reduced cloud amount provided by the Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observation (CALIPSO) Science Team, resulting from an improved aerosol–cloud distinction. Height, opacity and thermodynamic phase determine the radiative effect of clouds. Their distributions as well as relative occurrences of cloud types distinguished by height and optical depth are discussed. The similar results of the two assessments indicate that further improvement, in particular on vertical cloud layering, can only be achieved by combining complementary information. We suggest such combination methods to estimate the amount of all clouds within the atmospheric column, including those hidden by clouds aloft. The results compare well with those from CloudSat-CALIPSO radar–lidar geometrical profiles as well as with results from the International Satellite Cloud Climatology Project (ISCCP) corrected by the cloud vertical layer model, which is used for the computation of the ISCCP-derived radiative fluxes. Furthermore, we highlight studies on cloud monitoring using the information from the histograms of the database and give guidelines for: (1) the use of satellite-retrieved cloud properties in climate studies and climate model evaluation and (2) improved retrieval strategies.

自十年前第一次全球能源与水交换云评估以来,对现有的云属性检索进行了修订,并开发了新的检索。新的全球长期云数据集显示的结果总体上与之前的评估结果相似。一个明显的例外是,云-气溶胶激光雷达和红外探路者卫星观测(CALIPSO)科学团队提供的云量减少了,这是因为气溶胶-云的区分得到了改进。云的高度、不透明度和热力学相位决定了云的辐射效应。讨论了它们的分布情况以及按高度和光学深度区分的云类型的相对出现情况。两次评估的相似结果表明,只有将互补信息结合起来,才能进一步改进,特别是垂直云分层。我们建议采用这种组合方法来估算大气柱中的所有云量,包括被高空云层遮挡的云量。其结果与 CloudSat-CALIPSO 雷达-激光雷达几何剖面图的结果以及国际卫星云气候学项目(ISCCP)经云垂直层模型校正后的结果相比较,后者用于计算 ISCCP 衍生的辐射通量。此外,我们还重点介绍了利用数据库直方图信息进行云监测的研究,并为以下方面提供了指导:(1) 在气候研究和气候模式评估中使用卫星检索到的云特性,以及 (2) 改进检索策略。
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引用次数: 0
Hybrid Virtual Interferometry Technique Based on Stacking of Neighboring Virtual Traces to Enhance Acoustic Logging Data 基于邻近虚拟轨迹堆叠的混合虚拟干涉测量技术,用于增强声波测井数据
IF 4.6 2区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-02-28 DOI: 10.1007/s10712-024-09825-z
Song Xu, Shun Li, Zhihui Zou

The accurate extraction of useful signals from the measurement data is one of the important parts and challenges of the understanding of subsurface information. The desired signal is usually hidden in the background noise, and the amplitude is weak due to the particular geological environment of the subsurface or the consistency of the measuring instrument. By extending the theory of seismic interferometry to include the effects of adjacent virtual channels and by combining super- and reverse-virtual interferometry, we obtain a hybrid virtual interferometry technique based on stacking neighboring virtual traces for wave reconstruction. We have verified the effectiveness of the processing method in suppressing noise interference and extracting useful signals using synthetic data tests. The method is applied to the processing and interpretation of acoustic measurements acquired in a cased borehole of a coal formation and an open hole of an igneous formation, where the processed waveforms are finely reconstructed, and the estimated slowness results are in good agreement with other measurements, thus providing an effective tool for data analysis.

从测量数据中准确提取有用信号是理解地下信息的重要部分和挑战之一。所需的信号通常隐藏在背景噪声中,由于地下特殊的地质环境或测量仪器的一致性,信号振幅较弱。通过扩展地震干涉测量理论,将相邻虚拟道的影响包括在内,并结合超虚拟干涉测量和反向虚拟干涉测量,我们获得了一种混合虚拟干涉测量技术,该技术基于堆叠相邻虚拟道迹进行波重建。我们利用合成数据测试验证了该处理方法在抑制噪声干扰和提取有用信号方面的有效性。我们将该方法应用于处理和解释在煤层套管钻孔和火成岩层裸露钻孔中获得的声学测量结果,处理后的波形得到了精细重建,估计的慢度结果与其他测量结果吻合良好,从而为数据分析提供了有效工具。
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引用次数: 0
期刊
Surveys in Geophysics
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