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Ocean Biology Studied from Space 从太空研究海洋生物学
2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-09-11 DOI: 10.1007/s10712-023-09805-9
Shubha Sathyendranath, Robert J. W. Brewin, Stefano Ciavatta, Tom Jackson, Gemma Kulk, Bror Jönsson, Victor Martinez Vicente, Trevor Platt
Abstract Visible spectral radiometric measurements from space, commonly referred to as ocean-colour measurements, provide a rich stream of information on ocean biota as well as on biological and ecosystem processes. The strength of the ocean-colour technology for observing marine life lies in its global reach, combined with its ability to sample the field at a variety of spatial and temporal scales that match the scales of the processes themselves. Another advantage lies in the growing length of the time series of ocean-colour-derived products, enabiling investigations into any long-term changes, if present. This paper presents an overview of the principles and applications of ocean-colour data. The concentration of chlorophyll-a, the major pigment present in phytoplankton–single-celled, free-floating plants that are present in the sunlit layers of the ocean–was the first, and remains the most common, biological variable derived from ocean-colour data. Over the years, the list of ocean-colour products have grown to encompass many measures of the marine ecosystem and its functions, including primary production, phenology and ecosystem structure. Applications that exploit the data are many and varied, and include ecosystem-based fisheries management, biogeochemical cycles in the ocean, ecosystem health and climate change. An integrated approach, incorporating other modes of ocean observations and models with satellite observations, is needed to investigate the mysteries of the marine ecosystem.
空间可见光谱辐射测量,通常被称为海洋颜色测量,提供了关于海洋生物群以及生物和生态系统过程的丰富信息流。海洋色彩技术用于观察海洋生物的优势在于其全球覆盖范围,并能够在与过程本身的尺度相匹配的各种空间和时间尺度上对该领域进行采样。另一个优势在于,海洋色衍生产品的时间序列越来越长,如果存在的话,可以对任何长期变化进行调查。本文综述了海洋色彩数据的原理和应用。浮游植物是存在于海洋阳光照射层中的单细胞、自由漂浮的植物,它是浮游植物中主要的色素。叶绿素-a的浓度是第一个,也是最常见的,从海洋颜色数据中得出的生物变量。多年来,海洋颜色产品的清单已经发展到涵盖海洋生态系统及其功能的许多指标,包括初级生产、物候和生态系统结构。利用这些数据的应用多种多样,包括基于生态系统的渔业管理、海洋生物地球化学循环、生态系统健康和气候变化。需要一种综合方法,将其他海洋观测模式和模式与卫星观测结合起来,以调查海洋生态系统的奥秘。
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引用次数: 1
Pre-earthquake Ionospheric Anomalies and Ionospheric Storms Observed by FORMOSAT-5/AIP and GIM TEC FORMOSAT-5/AIP 和 GIM TEC 观测到的震前电离层异常和电离层风暴
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-09-09 DOI: 10.1007/s10712-023-09807-7
J. Y. Liu, F. Y. Chang, Y. I. Chen, Loren C. Chang, Y. C. Wen, T. Y. Wu, C. K. Chao

The mission of Advanced Ionospheric Probe (AIP) onboard FORMOSAT-5 (F5) satellite is to detect pre-earthquake ionospheric anomalies (PEIAs) and observe ionospheric space weather. F5/AIP plasma quantities in the nighttime of 22:30 LT (local time) and the total electron content (TEC) of the global ionosphere map (GIM) are used to study PEIAs of an M7.3 earthquake in the Iran–Iraq border area on 12 November 2017, as well as signatures of two magnetic storms on 7 and 21–22 November 2017. Statistical analyses of the median base and one sample test are employed to find the characteristics of temporal PEIAs in GIM TEC over the Iran–Iraq area. The anomalous increases of the GIM TEC and F5/AIP ion density over the epicenter area on 3–4 November (day 9–8 before the M7.3 earthquake) agree with the temporal PEIA characteristics that the significant TEC increase frequently appears on day 14–6 before 53 M ≥ 5.5 earthquakes in the area during 1999–2016. The spatial analyses together with odds studies show that the PEIAs frequently appear specifically over the epicenter day 9–8 before the M7.3 earthquake and day 10–9 before a M6.1 earthquake on 1 December, while proponent TEC increases occur at worldwide high latitudes on the two magnetic storm days. The F5/AIP ion velocity uncovers that the PEIAs of the two earthquakes are caused by associated eastward electric fields, and the two positive storm signatures are due to the prompt penetration electric fields.

FORMOSAT-5(F5)卫星上的先进电离层探测器(AIP)的任务是探测震前电离层异常(PEIAs)和观测电离层空间天气。F5/AIP 在当地时间 22:30 LT 夜间的等离子体量和全球电离层图(GIM)的电子总含量(TEC)被用于研究 2017 年 11 月 12 日两伊边境地区 M7.3 级地震的电离层异常,以及 2017 年 11 月 7 日和 21-22 日两次磁暴的特征。采用中值基统计分析和单样本检验,发现两伊地区 GIM TEC 的时间 PEIAs 特征。11月3-4日(M7.3级地震前第9-8天)震中地区上空的GIM TEC和F5/AIP离子密度异常增加,这与1999-2016年间该地区53次M≥5.5级地震前第14-6天经常出现TEC显著增加的时间PEIA特征相吻合。空间分析和几率研究表明,PEIAs 经常出现在 M7.3 地震前的第 9-8 天和 12 月 1 日 M6.1 地震前的第 10-9 天,特别是震中上空,而在这两个磁暴日,全球高纬度地区都出现了支持性 TEC 增加。F5/AIP 离子速度发现,两次地震的 PEIAs 是由相关的向东电场引起的,而两次正向风暴特征则是由迅速穿透电场引起的。
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引用次数: 0
A Review of the Source Characteristics and Physical Mechanisms of Very Long Period (VLP) Seismic Signals at Active Volcanoes 活动火山甚长周期(VLP)地震信号的震源特征及物理机制研究进展
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-09-05 DOI: 10.1007/s10712-023-09800-0
K. I. Konstantinou

Very Long Period (VLP) signals with periods longer than 2 s may occur during eruptive or quiet phases at volcanoes of all types (shield and stratovolcanoes with calderas, as well as other stratovolcanoes) and are inherently connected to fluid movement within the plumbing system. This is supported by observations at several volcanoes that indicate a correlation between gas emissions and VLPs, as well as deformation episodes due to melt accumulation and migration that are followed by the occurrence of VLPs. Moment tensors of VLPs are usually characterized by large volumetric components of either positive or negative sign along with possibly the presence of single forces that may result from the exchange of linear momentum between the seismic source and the Earth. VLPs may occur during a variety of volcanological processes such as caldera collapse, phreatic eruptions, vulcanian eruptions, strombolian activity, and rockfalls at lava lakes. Physical mechanisms that can generate VLPs include the inflation and deflation of magma chambers and cracks, the movement of gas slugs through conduits, and the restoration of gravitational equilibrium in the plumbing system after explosive degassing or rockfalls in lava lakes. Our understanding of VLPs is expected to greatly improve in the future by the use of new instrumentation, such as Distributed Acoustic Sensing, that will provide a much denser temporal and spatial sampling of the seismic wavefield. This vast quantity of data will then require time efficient and objective processing that can be achieved through the use of machine learning algorithms.

周期超过 2 秒的甚长周期(VLP)信号可能出现在各种类型的火山(盾状火山和有破火山口的层火山,以及其他层火山)的喷发或平静阶段,并且与管道系统内的流体运动有内在联系。对几座火山的观测证实了这一点,观测结果表明气体排放与 VLPs 之间存在相关性,熔体堆积和迁移导致的变形事件也与 VLPs 的出现有关。VLP 的动量张量通常具有正负符号的大体积分量,同时可能存在地震源与地球之间线性动量交换产生的单个力。VLP 可能发生在各种火山过程中,如火山口崩塌、喷发、火山喷发、血栓活动和熔岩湖的岩崩。产生VLPs的物理机制包括岩浆室和裂缝的膨胀和放气、气体蛞蝓通过导管的运动以及熔岩湖爆炸性脱气或岩崩后管道系统重力平衡的恢复。通过使用分布式声学传感等新仪器,对地震波场进行更密集的时间和空间采样,我们对 VLPs 的了解有望在未来得到极大改善。大量的数据需要高效、客观的处理,这可以通过使用机器学习算法来实现。
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引用次数: 0
Inland Surface Waters Quantity Monitored from Remote Sensing 由遥感监测的内陆地表水数量
IF 4.6 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-30 DOI: 10.1007/s10712-023-09803-x
J. Crétaux, S. Calmant, F. Papa, F. Frappart, A. Paris, M. Bergé-Nguyen
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引用次数: 1
Soil Moisture and Sea Surface Salinity Derived from Satellite-Borne Sensors 由卫星传感器获得的土壤湿度和海面盐度
IF 4.6 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-28 DOI: 10.1007/s10712-023-09798-5
J. Boutin, S. Yueh, R. Bindlish, S. Chan, D. Entekhabi, Y. Kerr, N. Kolodziejczyk, T. Lee, N. Reul, M. Zribi
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引用次数: 0
Self-supervised Multistep Seismic Data Deblending 自监督多步地震数据分离
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-18 DOI: 10.1007/s10712-023-09801-z
Xinyi Chen, Benfeng Wang

The potential of blended seismic acquisition to improve acquisition efficiency and cut acquisition costs is still open, particularly with efficient deblending algorithms to provide accurate deblended data for subsequent processing procedures. In recent years, deep learning algorithms, particularly supervised algorithms, have drawn much attention over conventional deblending algorithms due to their ability to nonlinearly characterize seismic data and achieve more accurate deblended results. Supervised algorithms require large amounts of labeled data for training, yet accurate labels are rarely accessible in field cases. We present a self-supervised multistep deblending framework that does not require clean labels and can characterize the decreasing blending noise level quantitatively in a flexible multistep manner. To achieve this, we leverage the coherence similarity of the common shot gathers (CSGs) and the common receiver gathers (CRGs) after pseudo-deblending. The CSGs are used to construct the training data adaptively, where the raw CSGs are regarded as the label with the corresponding artificially pseudo-deblended data as the initial training input. We employ different networks to quantitatively characterize decreasing blending noise levels in multiple steps for accurate deblending with the help of a blending noise estimation–subtraction strategy. The training of one network can be efficiently initialized by transfer learning from the optimized parameters of the previous network. The optimized parameters trained on CSGs are used to deblend all CRGs of the raw pseudo-deblended data in a multistep manner. Tests on synthetic and field data validate the proposed self-supervised multistep deblending algorithm, which outperforms the multilevel blending noise strategy.

混合地震采集在提高采集效率和降低采集成本方面的潜力仍有待开发,尤其是采用高效的除谱算法为后续处理程序提供准确的除谱数据。近年来,深度学习算法,尤其是有监督算法,因其能够非线性地描述地震数据特征并获得更精确的排错结果,与传统的排错算法相比备受关注。监督算法需要大量标注数据进行训练,但在野外情况下很少能获得准确的标注。我们提出了一种自监督多步骤去叠加框架,它不需要干净的标签,并能以灵活的多步骤方式定量描述递减的混合噪声水平。为了实现这一目标,我们利用了伪去混叠后的共同射电采集(CSG)和共同接收器采集(CRG)的相干相似性。CSGs 被用于自适应地构建训练数据,其中原始 CSGs 被视为标签,而相应的人工伪去噪数据则被视为初始训练输入。我们采用不同的网络来定量描述混合噪声水平在多个步骤中的递减情况,从而借助混合噪声估计-抽取策略实现准确的去噪。通过对前一个网络的优化参数进行迁移学习,可以有效地初始化一个网络的训练。在 CSG 上训练出的优化参数将以多步骤的方式用于对原始伪消磁数据的所有 CRG 进行消磁。对合成数据和实地数据的测试验证了所提出的自监督多步骤去耦算法,该算法优于多级混合噪声策略。
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引用次数: 0
Geotechnical, Geoelectric and Tracing Methods for Earth/Rock-Fill Dam and Embankment Leakage Investigation 土石坝和路堤渗漏调查的土工、地电和示踪方法
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-18 DOI: 10.1007/s10712-023-09806-8
Shenghao Nan, Jie Ren, Lei Zhang, Hongen Li, Zhaoyang Ma, Jie Kang, Hengle Guo

Earth/rock-fill dams and embankments are the main water retaining structures in hydraulic projects, and they can effectively resist floods and are of great significance for protecting people's lives and property. Leakage is a common problem in these structures. Investigation activities, including geotechnical, geoelectric, and tracing methods, are required to locate the leakage path and provide a basis for risk mitigation and reinforcement. These three methods provide information on different leakage characteristics, uncertainties, and spatiotemporal distributions. This work first introduces the micro-mechanism of internal erosion and then, provides a site case base for leakage investigation of earth/rock-fill dams and embankments from all over the world. For each investigation method, the basic principle, investigation process, data interpretation, and future potential are summarized. It should be emphasized that geotechnical, geoelectric, and tracing methods are placed on an equal level to assist dam managers and researchers in selecting the most appropriate method to assess dam leakage against specific geological backgrounds and structural types. Finally, the advantages, disadvantages, and applicable conditions of each investigation method are compared. The role of surface investigation methods and internal investigation methods in different stages of leakage is explained. The application of combined methods is discussed at four levels, and a new combined method is proposed.

土石坝和堤坝是水利工程中的主要挡水建筑物,能有效抵御洪水,对保护人民生命财产安全具有重要意义。渗漏是这些结构中常见的问题。为了确定渗漏路径,并为降低风险和加固提供依据,需要开展调查活动,包括岩土工程、地电和跟踪方法。这三种方法可提供不同的渗漏特征、不确定性和时空分布信息。本研究首先介绍了内部侵蚀的微观机理,然后提供了世界各地土石填筑大坝和堤坝渗漏调查的现场案例库。对每种调查方法的基本原理、调查过程、数据解释和未来潜力进行了总结。需要强调的是,岩土工程、地电和跟踪方法被放在同等重要的位置,以帮助大坝管理者和研究人员根据具体的地质背景和结构类型选择最合适的方法来评估大坝渗漏情况。最后,比较了每种调查方法的优缺点和适用条件。解释了表面调查方法和内部调查方法在不同渗漏阶段的作用。从四个层面讨论了组合方法的应用,并提出了一种新的组合方法。
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引用次数: 0
Evaluation Procedures for the Potential Harmonic Coefficients of a Generally Shaped Polyhedron 一般形状多面体势调和系数的评定方法
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-16 DOI: 10.1007/s10712-023-09802-y
Georgia Gavriilidou, Dimitrios Tsoulis

Two computational strategies for the evaluation of the spherical harmonic coefficients of the gravitational potential due to a generally shaped homogeneous polyhedral source are examined in detail. The techniques are implemented numerically for the known asteroid shape models of Eros and Didymos. The aim of the investigation is to quantify specific numerical aspects of the two algorithms, such as the accuracy of the techniques compared to a closed analytical solution for varying distance between source and computation point, the band-limited spectral analysis of the obtained spherical harmonic models and the convergence behavior of the corresponding series expansion in the vicinity of the characteristic Brillouin sphere. From a computational point of view, the line integral approach demands approximately three times the CPU time of Werner’s method. The two sets of spherical harmonic coefficients are 100% correlated up to degree 45 for Eros and up to degree 49 for Didymos. Approaching degree 100, the correlation by degree decreases by 0.0004% for Eros and by 0.004% for Didymos, the corresponding values for the correlation by order being 0.0002% and 0.304%. Inside the Brillouin sphere and approaching its boundary, the numerical agreement of the gravitational potential between the line integral method and the analytical solution is at the 1E-4 level, while with Werner’s approach at the 1E-7 level. At a distance of 33.5 km outside the Brillouin sphere for Eros and 2.2 km for Didymos, both methods are identical, reaching an agreement level with the analytical solution of 1E-11 level for Eros and 1E-14 for Didymos. In terms of spherical harmonic representation, the series defined by the line integral approach converges faster to the analytical value for the gravitational potential by 4 degrees.

详细研究了评估一般形状的均质多面体源引起的引力势的球谐波系数的两种计算策略。这些技术是针对已知的厄洛斯和狄迪莫斯小行星形状模型进行数值计算的。研究的目的是对两种算法的具体数值方面进行量化,如在源和计算点之间的距离变化时,与封闭式分析解相比,两种技术的准确性;对所获球谐模型的带限频谱分析;以及在特征布里渊球附近相应序列展开的收敛行为。从计算角度来看,线积分方法所需的 CPU 时间大约是维尔纳方法的三倍。两组球谐波系数在厄洛斯(Eros)的 45 度以内和狄迪莫斯(Didymos)的 49 度以内是 100% 相关的。在接近 100 度时,Eros 和 Didymos 的度相关性分别降低了 0.0004%和 0.004%,阶相关性的相应值分别为 0.0002%和 0.304%。在布里渊球内部和接近其边界的地方,线积分法和解析解之间的引力势数值一致性达到了 1E-4 的水平,而维尔纳方法则达到了 1E-7 的水平。在布里渊球外 33.5 千米的距离(厄洛斯)和 2.2 千米的距离(狄狄莫斯),两种方法完全相同,厄洛斯与分析解的一致性达到了 1E-11 的水平,狄狄莫斯达到了 1E-14 的水平。就球面谐波表示法而言,线积分法定义的数列收敛速度比重力势能分析值快 4 度。
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引用次数: 0
PC Index as a Ground-Based Indicator of the Solar Wind Energy Incoming into the Magnetosphere: (2) Relation of PC Index to Magnetic Disturbances PC指数作为太阳风进入磁层的地面指标:(2)PC指数与磁扰动的关系
IF 4.9 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-02 DOI: 10.1007/s10712-023-09799-4
O. A. Troshichev

The paper summarizes the issues related to relationships between the PC index and magnetic disturbances: threshold level of the PC index required for the disturbances beginning, delay time in response of magnetic substorms and storms to the PC index growth, relation of PC index to magnetospheric field-aligned currents in course of substorm, different types of magnetic substorms (isolated, expanded, delayed, sawtooth) and magnetic storms (classic, pulsed and composite) and their relation to different regularities in the PC index alterations, linear dependence of the substorm and storm intensities on value of the preceding of PC index, special features of magnetic activity in the winter and summer polar caps, variations of PC index and magnetic disturbances in course of the 23/24 solar activity cycles. New aspects that have arisen due to the PC index application are concerned with the threshold-dependent mode of the substorm development and regular repeateness of sawtooth substorms occurring under conditions of steady powerful EKL field. The experimental results examined in the paper are indicative that the PC index serves as an indicator of the solar wind energy which comes in the magnetosphere and then realizes in the form of magnetosphere disturbances. This paper follows the review of Troshichev (Front Astron Space Sci 9:1069470, 2022), where the relationships between the solar wind electric field EKL and PC index have been examined.

本文总结了与 PC 指数和磁扰动之间的关系有关的问题:扰动开始时所需的 PC 指数临界值、磁亚暴和磁风暴对 PC 指数增长的反应延迟时间、亚暴过程中 PC 指数与磁层场对齐电流的关系、不同类型的磁亚暴(孤立、扩展、延迟、锯齿)和磁风暴(典型、脉冲和复合)及其与 PC 指数变化的不同规律性的关系、亚暴和风暴强度的线性依赖性、脉冲和复合)及其与 PC 指数变化的不同规律性的关系、亚暴和磁暴强度与 PC 指数前值的线性关系、冬季和夏季极冠磁活动的特点、23/24 太阳活动周期中 PC 指数和磁扰动的变化。由于 PC 指数的应用而产生的新方面涉及亚暴发展的阈值依赖模式和在稳定的强大 EKL 场条件下发生的锯齿亚暴的规律重复性。本文研究的实验结果表明,PC 指数可作为太阳风能量的指标,这些能量进入磁层后以磁层扰动的形式实现。本文是继 Troshichev 的综述(Front Astron Space Sci 9:1069470, 2022 年)之后,对太阳风电场 EKL 和 PC 指数之间关系的研究。
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引用次数: 0
Closure of Earth’s Global Seasonal Cycle of Energy Storage 地球能量储存全球季节性循环的终结
IF 4.6 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-18 DOI: 10.1007/s10712-023-09797-6
G. Johnson, F. Landerer, N. Loeb, J. Lyman, M. Mayer, A. Swann, Jinlun Zhang
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引用次数: 0
期刊
Surveys in Geophysics
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