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The Quantified Galloway Ternary Diagram of Delta Morphology 三角洲形态的量化加洛韦三元图
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-11-26 DOI: 10.1029/2024JF007878
Juan F. Paniagua-Arroyave, Jaap H. Nienhuis

Waves, rivers, and tides shape delta morphology. Recent studies have enabled predictions of their relative influence on deltas globally, but methods and associated uncertainties remain poorly known. Here, we address that gap and show how to quantify delta morphology within the Galloway ternary diagram of river, wave, and tidal sediment fluxes. We assess delta morphology predictions compared to observations for 31 deltas globally and find a median error of 4% (standard deviation of 11%) in the river, tide, or wave-driven sediment fluxes. Relative uncertainties are greatest for mixed-process deltas (e.g., Sinu, error of 49%) and tend to decrease for end-member morphologies where either wave, tide, or river sediment fluxes dominate (e.g., Fly, error of 0.2%). Prediction uncertainties for delta morphologic metrics are more considerable: the delta shoreline protrusion angles set by wave influence have a median error of 45%, the delta channel widening from tides 25%, and the number of distributary channels 86%. Larger sources of prediction uncertainty are (a) delta morphology data, for example, delta slopes that modulate tidal fluxes, (b) data on river sediment flux distribution between individual delta river outlets, and (c) theoretical basis behind fluvial and tidal dominance. Broadly, these methods will help improve delta morphology predictions and assess how natural and anthropogenic forces affect morphologic change.

波浪、河流和潮汐塑造了三角洲的形态。最近的研究能够预测它们对全球三角洲的相对影响,但对其方法和相关的不确定性仍然知之甚少。在此,我们将弥补这一不足,并展示如何在加洛韦河流、波浪和潮汐沉积物通量三元图中量化三角洲形态。我们对全球 31 个三角洲的三角洲形态预测与观测结果进行了评估,发现河流、潮汐或波浪驱动的沉积通量的中位误差为 4%(标准偏差为 11%)。混合过程三角洲的相对不确定性最大(如西努三角洲,误差为 49%),而波浪、潮汐或河流泥沙通量占主导地位的末端形态的相对不确定性趋于减小(如弗莱三角洲,误差为 0.2%)。三角洲形态指标的预测不确定性更大:由波浪影响确定的三角洲海岸线突出角的中位误差为 45%,潮汐造成的三角洲河道拓宽的中位误差为 25%,支流河道数量的中位误差为 86%。预测不确定性的更大来源是:(a)三角洲形态数据,例如调节潮汐通量的三角洲坡度;(b)三角洲各河流出口之间的河流泥沙通量分布数据;以及(c)河流和潮汐主导地位背后的理论基础。总体而言,这些方法将有助于改进三角洲形态预测,并评估自然和人为力量如何影响形态变化。
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引用次数: 0
Creep Bursts on the Åknes Landslide, Norway: Detection, Characterization and Possible Mechanisms 挪威 Åknes 滑坡的蠕变爆发:检测、特征描述和可能的机制
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-11-26 DOI: 10.1029/2024JF007733
Andreas Aspaas, Pascal Lacroix, Clara Sena, Lene Kristensen, Nadège Langet, François Renard

Creeping landslides may fail catastrophically, posing significant threats to infrastructure and lives. Landslides weaken over time through rock mass damage processes that may occur by steady-state creep or transient accelerations of slip, called creep bursts. Creep bursts may control landslide stability by inducing short-term damage and strain localization. This study focuses on the Åknes landslide in Norway, which moves up to 6 cm per year and could potentially trigger a large tsunami in the fjord below. An 11-year data set is compiled and analyzed, including kinematic, seismic, and hydrogeological data acquired at the landslide surface and in a series of boreholes. An annual average of two creep bursts with millimeter amplitude has been recorded within the shear zone in each borehole, accounting for approximately 11% of the total displacement. Creep bursts detected simultaneously in multiple boreholes are preceded by increased seismic activity and rising water pressure. However, most creep bursts are observed in only one or a few boreholes. These bursts often happen during seasonal high and low groundwater levels in autumn and spring, respectively, correlating with local peaks in water pressure. No such correlation is observed during summer. We propose that creep bursts can have different causes and hypothesize that rock degradation leads to some creep bursts independent of water pressure variations. In contrast, the largest creep bursts are correlated with variations in absolute water pressure or gradients of water pressure within the shear zone. Our findings emphasize the complexity of a dense data set requiring multiple mechanisms to explain creep burst dynamics.

蠕变山体滑坡可能会造成灾难性的破坏,对基础设施和生命构成重大威胁。随着时间的推移,山体滑坡会通过岩体破坏过程而减弱,这种破坏过程可能通过稳态蠕变或称为蠕变爆发的瞬时滑动加速而发生。蠕变爆发可通过诱发短期破坏和应变局部化来控制滑坡的稳定性。本研究的重点是挪威的 Åknes 滑坡,该滑坡每年移动达 6 厘米,有可能在下面的峡湾引发大海啸。研究汇编并分析了 11 年的数据集,包括在滑坡表面和一系列钻孔中获取的运动学、地震和水文地质数据。在每个钻孔的剪切带内,平均每年记录到两次振幅为毫米的蠕变爆发,约占总位移的 11%。在多个钻孔中同时检测到蠕变爆裂之前,地震活动会加剧,水压也会上升。然而,大多数蠕变喷发仅在一个或几个钻孔中观测到。蠕变喷发通常发生在秋季和春季的季节性地下水位高位和低位时,与当地的水压峰值相关。夏季则没有这种关联。我们认为,蠕变喷发可能有不同的原因,并假设岩石降解导致了一些与水压变化无关的蠕变喷发。相反,最大的蠕变爆发与绝对水压或剪切带内水压梯度的变化有关。我们的发现强调了密集数据集的复杂性,需要多种机制来解释蠕变突变动态。
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引用次数: 0
Holocene Lake Sediments Reveal Alluvial Fan History With Links to Climate, Wildfire, and Earthquakes 全新世湖泊沉积物揭示冲积扇历史与气候、野火和地震的联系
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-11-24 DOI: 10.1029/2024JF007778
Daniel G. Gavin, William T. Struble, Mark A. Fonstad

Flood hazards along alluvial rivers vary over time due to changes in both flow regime and channel morphology; however, their millennial-scale histories are difficult to study from incomplete and poorly dated alluvial stratigraphies. Thus, the role of external forcings (e.g., climate) in the magnitude of alluvial channel dynamics remains poorly understood. We developed a record of overbank flows of the Tolt River in Washington from a continuous 6,100-year sediment record obtained from a 33-m deep lake with an outlet dammed by alluvium. Overbank flows from the adjacent river result in fine laminations preserved in the lake sediment. Multi-century periods of overbank flows with fine (<2 mm; ca. annual) laminations account for 36% of the last 6,100 years. The only event recorded in the lake during the last 900 years is dated by 210Pb-verified varves to a historic atmospheric river event in December 1867. Tree-ring and radiocarbon-dated alluvial surfaces upriver from the lake are consistent with a significantly aggraded channel during silt periods in the lake. Although a sediment slump in the lake dates to a known earthquake, there is little other linkage between earthquake history and alluvial history. However, regional paleoclimate, local fire history, and landslide ages suggest that the continuous periods of overbank flows were sustained by aggradation from sediment input after fires and during dry climate periods. The lake record indicates an alternation of incision and aggradation and a much more dynamic channel history than observed over the last several decades following channel modification and dam development.

由于水流机制和河道形态的变化,冲积河流沿岸的洪水灾害会随着时间的推移而变化;然而,根据不完整且年代不清的冲积地层,很难对其千年尺度的历史进行研究。因此,人们对外部因素(如气候)在冲积河道动态变化中所起的作用仍然知之甚少。我们从一个 33 米深的湖泊中获得了连续 6100 年的沉积物记录,该湖泊的出口被冲积物筑坝,根据这些记录,我们建立了华盛顿州托尔特河的过岸流记录。邻近河流的溢流导致湖泊沉积物中保存了细小的层理。在过去的 6100 年中,36% 的时间段都发生了具有细(2 毫米,约每年一次)层理的多世纪溢流。该湖在过去 900 年中记录的唯一事件是 1867 年 12 月的一次历史性大气河流事件。湖泊上游的树环和放射性碳测定的冲积表面与湖泊淤积时期的河道明显淤积一致。虽然湖中的沉积物坍塌可以追溯到一次已知的地震,但地震历史与冲积历史之间几乎没有其他联系。然而,区域古气候、当地火灾历史和滑坡年代表明,火灾后和气候干燥时期的沉积物输入造成的泥沙淤积维持了持续的溢流。湖泊记录表明,在过去几十年中,河道改建和水坝开发后,河道交替出现内切和加积现象,河道历史比观察到的更有活力。
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引用次数: 0
Empirical Models for Postfire Debris-Flow Volume in the Southwest United States 美国西南部火灾后泥石流量的经验模型
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-11-21 DOI: 10.1029/2024JF007825
Alexander Gorr, Luke McGuire, Ann Youberg

Improving our ability to relate postfire debris-flow volume to rainfall characteristics, terrain attributes, and fire severity is critical for quantifying postfire sediment yields from steep landscapes and predicting changes in debris-flow hazards following fire. This is especially true in the Southwest United States (US) (Arizona and New Mexico), where fire activity has increased in recent decades. In this study, we present a database of 54 postfire debris-flow volumes that we collected across the Southwest between 2010 and 2021. We use these data to develop a multiple linear regression model for postfire debris-flow volume based on peak 30-min rainfall intensity, watershed area greater than 23°, and a soil burn severity variable. We further propose a model that utilizes only rainfall and terrain variables, as well as a model that requires only terrain attribute and fire-severity variables. These models are beneficial in scenarios where there are data limitations. We compare these new models with others developed in the western US to explore differences in the factors that control debris-flow volume across geographic regions. We find that the models introduced here more accurately predict postfire debris-flow volume in the Southwest relative to existing models. We also find that models that include sub-hourly rainfall intensity perform better than those that do not, revealing the benefits of high-resolution rainfall data for constraining postfire debris-flow volume. Results improve our ability to forecast postfire debris-flow volume in the Southwest and provide insights into relationships between rainfall intensity, terrain attributes, fire severity, and debris-flow volume.

提高我们将火灾后泥石流量与降雨特征、地形属性和火灾严重程度联系起来的能力,对于量化陡峭地貌的火灾后沉积物产量以及预测火灾后泥石流危害的变化至关重要。这在美国西南部(亚利桑那州和新墨西哥州)尤为如此,因为近几十年来这里的火灾活动有所增加。在本研究中,我们展示了 2010 年至 2021 年期间在美国西南部收集的 54 个火灾后泥石流量数据库。我们利用这些数据建立了一个基于 30 分钟峰值降雨强度、大于 23° 的流域面积和土壤燃烧严重程度变量的火后泥石流量多元线性回归模型。我们进一步提出了一个仅利用降雨量和地形变量的模型,以及一个仅需要地形属性和火灾严重程度变量的模型。这些模型适用于数据有限的情况。我们将这些新模型与美国西部开发的其他模型进行了比较,以探索不同地理区域控制泥石流体积的因素的差异。我们发现,与现有模型相比,这里介绍的模型能更准确地预测西南地区的火后泥石流量。我们还发现,包含亚小时降雨强度的模型比不包含亚小时降雨强度的模型表现更好,这揭示了高分辨率降雨数据在限制火灾后泥石流流量方面的优势。研究结果提高了我们预测西南地区火后泥石流流量的能力,并为我们深入了解降雨强度、地形属性、火灾严重程度和泥石流流量之间的关系提供了依据。
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引用次数: 0
Field Validation of the Superelevation Method for Debris-Flow Velocity Estimation Using High-Resolution Lidar and UAV Data 利用高分辨率激光雷达和无人机数据估算碎片流速度的超高程方法的实地验证
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-11-14 DOI: 10.1029/2024JF007857
A. Åberg, J. Aaron, B. W. McArdell, J. Kirchner, T. de Haas, J. Hirschberg

Estimating flow velocities is key to assessing hazards associated with debris flows. One approach to post-event velocity estimation is the superelevation method, which uses debris-flow mudlines to measure the cross-channel surface inclination, or superelevation, produced by centripetal forces acting on the flow in a bend. Flow velocities are then calculated using a subjective parameterization of the forced vortex equation modified to include a debris-flow specific correction factor. Subjective parameterization of this equation leads to substantial variability and uncertainty in the resulting flow velocities. We present an analysis of the reliability of the superelevation method using a large UAV-based data set of 14 debris flows with front velocities of ∼0.8–6.5 m s−1 and cross-channel surface inclinations of ∼0.6–8.5°, as well as a validation for a single debris flow measured using high-resolution, high-frequency 3D lidar data fused to video imagery. The validation event indicates that when the flow surface inclination can be measured directly, the forced vortex equation produces excellent results without needing a correction factor for Froude numbers ranging from 0.7 to 1.5. This finding indicates that the main challenge with the superelevation method lies in obtaining accurate measurements of superelevation from the mudlines, and that a correction factor may serve to compensate for measurement difficulties rather than variable flow properties. For very small and highly subcritical flows, the superelevation method may generate a large overestimation of flow velocities.

估算流速是评估泥石流危害的关键。事件发生后的流速估算方法之一是超高法,该方法利用泥石流泥线来测量弯曲处水流向心力产生的跨河道表面倾斜度或超高。然后,利用强制涡流方程的主观参数化计算流速,该方程经过修改,加入了泥石流特定校正因子。该方程的主观参数化会导致计算出的流速具有很大的可变性和不确定性。我们使用基于无人机的大型数据集对超高法的可靠性进行了分析,该数据集包含 14 个前端速度为 0.8-6.5 m s-1、跨道表面倾角为 0.6-8.5° 的泥石流,并对使用高分辨率、高频率三维激光雷达数据与视频图像融合测量的单个泥石流进行了验证。验证结果表明,在可以直接测量流面倾角的情况下,强制涡流方程可以产生极好的结果,而不需要对 0.7 至 1.5 的弗劳德数进行修正。这一发现表明,超高仰角法的主要挑战在于从泥线中获得准确的超高仰角测量值,而校正因子的作用可能是补偿测量困难,而不是补偿可变的流动特性。对于非常小和高度亚临界的水流,超高仰角法可能会对水流速度产生很大的高估。
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引用次数: 0
Influence of Lithology and Biota on Stream Erosivity and Drainage Density in a Semi-Arid Landscape, Central Chile 智利中部半干旱地区岩性和生物群对溪流侵蚀性和排水密度的影响
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-11-13 DOI: 10.1029/2024JF007684
Emma Lodes, Dirk Scherler, Hella Wittmann, Anja M. Schleicher, Jessica A. Stammeier, Martín Andrés Loyola Lafuente, Paulina Grigusova

Drainage density is a fundamental landscape feature that determines the length scale for hillslope sediment transport and results from the competition of diffusive hillslope and advective stream incision processes, whose efficiencies are known to vary with rock type but are notoriously difficult to quantify. Here, we present a comprehensive analysis of a catchment in semi-arid Central Chile, where landscapes with different drainage densities, but equal tectonic and climatic conditions, have formed on three neighboring granitoid plutons (a monzogranite and two diorites). We combined topographic analysis of a 1-m digital elevation model with 10Be-derived denudation rates to estimate stream erosivity and soil diffusivity in the different landscapes. We find that the higher drainage density in the monzogranite is primarily due to higher stream erosivity, whereas soil diffusivity is similar between rock types. Remote sensing data from Landsat imagery confirm field observations of higher vegetation cover in the diorites, especially with regard to deeper-rooted shrubs, which may result in increased infiltration. Based on geochemical and compositional analyses, we link vegetation differences to a relatively higher abundance of plant-essential elements in the diorite bedrock. Additionally, the monzogranite's composition and crystal grain size supports more intense physical weathering and leads to a smaller observed hillslope grain size, which increases its erodibility. We conclude that subtle differences in composition and grain size can have a significant impact on stream erosivity and drainage density. Our results demonstrate the importance of taking lithology into account when interpreting fluvial networks and topographic metrics in slowly eroding landscapes.

排水密度是一个基本的地貌特征,它决定了山坡沉积物迁移的长度尺度,也是山坡扩散过程和溪流平冲过程竞争的结果。在这里,我们对智利中部半干旱地区的一个集水区进行了全面分析,该集水区的排水密度不同,但构造和气候条件相同,是在三个相邻的花岗岩岩体(一个单斜长花岗岩和两个闪长岩)上形成的。我们将 1 米数字高程模型的地形分析与 10Be 导出的剥蚀率相结合,估算了不同地貌的溪流侵蚀率和土壤扩散率。我们发现,单斜岩中较高的排水密度主要是由于较高的溪流侵蚀率造成的,而不同岩石类型的土壤扩散率则相似。Landsat 图像提供的遥感数据证实了实地观测结果,即闪长岩中的植被覆盖率较高,尤其是根系较深的灌木,这可能会增加渗透。根据地球化学和成分分析,我们将植被差异与闪长岩基岩中植物必需元素含量相对较高联系起来。此外,蒙卓花岗岩的成分和晶体粒度支持更强烈的物理风化,导致观察到的山坡粒度更小,从而增加了其侵蚀性。我们的结论是,成分和晶粒大小的细微差别会对溪流侵蚀性和排水密度产生重大影响。我们的研究结果表明,在解释缓慢侵蚀地貌中的河道网络和地形指标时,考虑岩性因素非常重要。
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引用次数: 0
Erosional Response to Pleistocene Climate Changes in the Brazilian Highlands 巴西高原对更新世气候变化的侵蚀反应
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-11-04 DOI: 10.1029/2024JF007671
Vincent Godard, Lionel L. Siame, Andre A. R. Salgado, ASTER Team

Plio-Quaternary climatic changes are considered to be a key driver of landscape evolution, but many unresolved questions remain, such as the extent of the impact of major climatic shifts such as the Mid-Pleistocene Transition (MPT). Various geochronological methods are available to infer changes in surface processes over the Plio-Quaternary, and Terrestrial Cosmogenic Nuclides (TCN) have proven to be one of the most efficient tools to reconstruct paleo-denudation. Implementing these approaches requires very specific conditions, such as well-preserved and extensive sediment sequences. Developing alternative methods to document the evolution of denudation is thus of major interest to retrieve information on the evolution of denudation in places where recent detrital sediment records are absent. We explore the evolution of landscape erosion over a ${sim} $1 Ma timescale in an intra-cratonic setting, the Espinhaço mountain range (Brazil), with a new data set of detrital cosmogenic nuclide concentrations (26Al–10Be). We observe a systematic disequilibrium in the 26Al/10Be ratio, which we interpret as resulting from the combination of soil mixing and a significant increase in the intensity of surface processes, close to the MPT. We discuss the different scenarios with respect to available local and global data concerning the relationships between climate evolution and erosion over this time period. Our results have important implications for the interpretation of the denudation rates derived from TCN concentrations under steady states assumption, in landscapes with low erosion rates, which have a long memory for surface processes history.

上新世-第四纪气候变化被认为是地貌演化的主要驱动力,但仍有许多问题尚未解决,例如上新世中期过渡(MPT)等重大气候转变的影响程度。目前有多种地质年代学方法可用于推断上新世-第四纪地表过程的变化,而地面宇宙成因核素(TCN)已被证明是重建古沉积的最有效工具之一。采用这些方法需要非常特殊的条件,如保存完好和广泛的沉积序列。因此,开发记录剥蚀演变的替代方法,对于在缺乏最新碎屑沉积物记录的地方检索有关剥蚀演变的信息具有重大意义。我们利用一套新的非晶宇宙成因核素浓度(26Al-10Be)数据,探讨了巴西埃斯皮纳索山脉(Espinhaço mountain range)在1 Ma时间尺度内的地貌侵蚀演化过程。我们观察到了 26Al/10Be 比率的系统性不平衡,并将其解释为土壤混合和地表过程强度显著增加共同作用的结果。我们讨论了与这一时期气候演变和侵蚀之间的关系有关的现有本地和全球数据的不同情景。我们的研究结果对于解释在稳定状态假设下从 TCN 浓度得出的侵蚀率具有重要意义,因为在侵蚀率较低的地貌中,地表过程的历史记忆较长。
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引用次数: 0
Dynamic Controls on the Asymmetry of Mouth Bars: Role of Alongshore Currents 对口条不对称的动态控制:沿岸流的作用
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-11-02 DOI: 10.1029/2024JF007852
Haiwei Li, Maarten van der Vegt, Feng Liu, Qingshu Yang

Mouth bar formation is critical for channel avulsions and progradation of river deltas. The morphology of mouth bars results from different hydrodynamic forcings such as river jets, tides, and wind waves. Here we study the asymmetry of mouth bars due to alongshore currents. Adopting a numerical model, we study how alongshore propagating tides and net alongshore currents cause asymmetric mouth bar formation. The results indicate that alongshore propagating tides shift the depocenter of the mouth bar in the direction of the alongshore currents during peak ebb. Net alongshore currents shift the depocenter to its down-current side. The main channels are oriented in the opposite direction of peak flood flows (with tides) or in the direction of the net alongshore currents (without tides). Systems highly influenced by alongshore tidal flows tend to form more and wider distributary channels which are oriented toward the direction of the alongshore ebb flows. With increased river discharge and sediment influx, the number of bifurcations and channels increases while the mouth bar is less asymmetric. We developed a predictor showing that the mouth bar asymmetry is directly proportional to alongshore currents divided by river jet velocities and the width of the river mouth. Our findings provide insights into the evolution of river deltas and contribute to the management of mouth bars and channels.

河口坝的形成对河道崩蚀和河道三角洲的前移至关重要。河道喷流、潮汐和风浪等不同的水动力作用会导致口岸的形态变化。在此,我们研究了沿岸流导致的口岸不对称问题。通过数值模型,我们研究了沿岸传播潮汐和净沿岸流是如何导致不对称口岸形成的。研究结果表明,在退潮高峰期,沿岸传播潮汐会将口栅的沉积中心向沿岸流方向移动。净沿岸流将口栅的沉积中心移向其顺流一侧。主河道的方向与洪峰流量的方向相反(有潮汐时),或与净沿岸流的方向一致(无潮汐时)。受沿岸潮汐流影响较大的水系往往会形成更多更宽的支流河道,这些河道的方向与沿岸潮汐流的方向一致。随着河流流量和泥沙流入量的增加,分叉和河道的数量也会增加,同时口岸的不对称程度也会降低。我们开发的预测工具显示,口岸不对称与沿岸流除以河流喷流速度和河口宽度成正比。我们的研究结果有助于深入了解河流三角洲的演变过程,并有助于口岸和河道的管理。
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引用次数: 0
Enhancing 4-D Landslide Monitoring and Block Interaction Analysis With a Novel Kalman-Filter-Based InSAR Approach 利用基于卡尔曼滤波的新型 InSAR 方法加强四维滑坡监测和区块相互作用分析
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-31 DOI: 10.1029/2024JF007923
Wanji Zheng, Jun Hu, Zhong Lu, Xie Hu, Qian Sun, Jihong Liu, Bo Huang

In recent years, Synthetic Aperture Radar Interferometry (InSAR) has become widely utilized for slow-moving landslide monitoring due to its high resolution, accuracy, and extensive coverage. By integrating data from various orbits/platforms and monitoring sources, one-dimensional (1-D) line-of-sight (LOS) InSAR measurements can be explored to infer three-dimensional (3-D) movements. However, inconsistencies in observation times among different orbits and monitoring sources pose challenges in accurately capturing dynamic 3-D movements over time (referred to as 4-D). In this study, we propose a novel method, termed KFI-4D that incorporates spatiotemporal constraints into the traditional Kalman filter. This enhancement transforms the underdetermined problem of 4-D movement acquisition into a dynamic parameter estimation problem, enabling precise monitoring of landslide movements. The KFI-4D method was evaluated using both synthetic data sets and real data from the Hooskanaden landslide, demonstrating an improvement exceeding 50% in root mean square errors (RMSEs) compared to conventional methods. Additionally, the high-resolution characteristics of InSAR-derived 4-D movements allow for the analysis of strain invariants, providing insights into block interactions and landslide dynamics. Our findings reveal that strain invariants effectively indicate the distribution and activity of landslide blocks and slip surfaces as well as their response to triggers. Notably, abnormal signals identified in strain invariants prior to the catastrophic event at Hooskanaden suggest potential for early warning of landslides. The future integration of data from advanced satellites, such as NISAR, ALOS4 PALSAR3, and Sentinel-1C, is expected to further enhance the KFI-4D method's capabilities, improving temporal resolution and early warning potential for landslide monitoring.

近年来,合成孔径雷达干涉测量法(InSAR)因其高分辨率、高精度和广泛的覆盖范围而被广泛应用于慢速滑坡监测。通过整合来自不同轨道/平台和监测源的数据,一维(1-D)视线(LOS)InSAR 测量结果可用于推断三维(3-D)运动。然而,不同轨道和监测源的观测时间不一致,给准确捕捉随时间变化的动态三维运动(简称四维运动)带来了挑战。在这项研究中,我们提出了一种称为 KFI-4D 的新方法,它将时空约束条件纳入传统的卡尔曼滤波器。这一改进将 4-D 运动采集的欠定问题转化为动态参数估计问题,从而实现对滑坡运动的精确监测。KFI-4D 方法使用合成数据集和 Hooskanaden 滑坡的真实数据进行了评估,结果表明,与传统方法相比,KFI-4D 方法的均方根误差(RMSE)提高了 50%。此外,InSAR 衍生的 4-D 运动的高分辨率特性允许对应变不变式进行分析,从而深入了解块体相互作用和滑坡动态。我们的研究结果表明,应变不变量能有效显示滑坡体块和滑动面的分布和活动情况,以及它们对触发因素的反应。值得注意的是,在胡斯卡纳登灾难性事件发生之前,应变不变式中识别出的异常信号表明有可能对滑坡进行早期预警。预计未来整合来自 NISAR、ALOS4 PALSAR3 和 Sentinel-1C 等先进卫星的数据将进一步增强 KFI-4D 方法的能力,提高滑坡监测的时间分辨率和预警潜力。
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引用次数: 0
Downstream Control on the Stability of River Bifurcations 下游对河流分叉稳定性的控制
IF 3.5 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-26 DOI: 10.1029/2023JF007548
Lorenzo Durante, Michele Bolla Pittaluga, Gaetano Porcile, Nicoletta Tambroni

River bifurcations are prevalent features in both gravel-bed and sand-bed fluvial systems, including braiding networks, anabranches and deltas. Therefore, gaining insight into their morphological evolution is important to understand the impact they have on the adjoining environment. While previous investigations have primarily focused on the influence on bifurcation morphodynamics by upstream channels, recent research has highlighted the importance of downstream controls. In particular, in the case of rivers, current linear stability analyses for a simple bifurcation are unable to capture the stabilizing effect of branches length unless a confluence is added downstream. In this work, we introduce a novel theoretical model that effectively accounts for the effects of downstream branch length in a single bifurcation. To substantiate our findings, a series of fully 2D numerical simulations are carried out to test different branches lengths. Results from linear stability analysis show that bifurcation stability increases as the branches length decreases. These results are confirmed by the numerical simulations, which also show that, as the branch length tends to vanish, bifurcations are invariably stable. Finally, our results interestingly reveal that when a source of asymmetry, such as a free surface gradient or channel area advantage, is present at the node, there are scenarios in which the less-favored branch becomes dominant over the hydraulically favored branch.

河流分叉是砾床和砂床河流系统的普遍特征,包括辫状网络、无汊和三角洲。因此,深入了解它们的形态演变对于了解它们对周边环境的影响非常重要。以往的研究主要侧重于上游河道对分叉形态动力学的影响,而近期的研究则强调了下游控制的重要性。特别是在河流的情况下,除非在下游增加一个汇合点,否则目前对简单分叉的线性稳定性分析无法捕捉到分支长度的稳定效应。在这项工作中,我们引入了一个新的理论模型,该模型能有效地解释单一分岔中下游分支长度的影响。为了证实我们的发现,我们进行了一系列全二维数值模拟,以测试不同的分支长度。线性稳定性分析结果表明,分叉稳定性随着分支长度的减少而增加。这些结果得到了数值模拟的证实,数值模拟还表明,当分支长度趋于消失时,分岔总是稳定的。最后,我们的结果有趣地揭示出,当节点处存在不对称源(如自由表面梯度或水道面积优势)时,在某些情况下,水力条件较差的分支会比水力条件较好的分支占优势。
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引用次数: 0
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Journal of Geophysical Research: Earth Surface
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