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Insights into Martian bedform migration: Results from Gale, Jezero and Pasteur craters
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-04 DOI: 10.1002/esp.6013
Anurag Sahu, Anirban Mandal, Satyaki Banerjee, Jagabandhu Panda

An attempt is made in this study to advance the understanding of the sand movement on Mars by studying the bedform migration at Gale, Jezero and Pasteur craters. The study on the grain size distribution at Gale Crater using Curiosity rover (MAHLI and APXS) observations reveals that the grains with smaller diameters (~50–150 μ) are more prone to migration and vice-versa, which gives an idea of the necessary requirements that initiate bedform migration. The chemical analysis of the surface materials at the Gale crater revealed elevated concentrations of P2O5, SO3, Cl and Zn in soil compared to sand and active transportation processes for sand but not soil. The comprehensive chemical makeup of the Martian soil (inactive bedforms) and sand (active bedforms) is characterized by its basaltic nature, with enriched volatile elements such as sulphur, chlorine and zinc, and the presence of minerals like plagioclase, pyroxene and olivine due to the cohesive nature of inactive bedforms. Physical weathering and wind flow velocity play a pivotal role in the formation of different sedimentary bodies, impacting grain size distribution and mineralogy. The effect of dust-lifting on surface features is studied by analysing Perseverance-MEDA observations at the Jezero crater to understand the short-term changes in the bedform. These events are found to involve the redistribution of only a small amount of materials and, thereby, changing surface features on Mars over a short period. To detect the bedform migration in the Pasteur crater, several HiRISE images acquired over different time intervals were used. The changes in the ripple crest (~0.29–1.18 m/Earth year) and dune slip face suggest new grain flow events. In the Pasteur crater, extensive changes in sand deposits near the dunes signify a widespread bedform migration. The stronger north-westerly and north-easterly winds dominate these changes. Thus, the bedform migration in the three tropical craters exhibits significant variability driven by localized aeolian processes. This variability is crucial for understanding Mars' geological history, current surface dynamics and eventually, helps in planning future missions.

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引用次数: 0
A Kalman filter-Hungarian algorithm with a postprocessor for tracking aeolian saltating particle in high-speed video
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-04 DOI: 10.1002/esp.6014
Fanmin Mei, Hongji Zhou, Jin Su, Jinguang Chen

Saltating particle tracking (SPT) is an essential visualized channel to understand the dynamics of aeolian saltation at sand particle size scale, while the published SPTs could have low recall or accuracy rate and misestimate further saltation intensity. Hence, a Kalman filter-Hungarian algorithm with a postprocessor (KF-H-k) was proposed, where the Kalman filter was employed for predicting particle motion, and the Hungarian algorithm for optimizing global assignment, as well as the postprocessor with k-means cluster for correcting the erroneous recovered tracks by Kalman filter-Hungarian algorithm. The new SPT was validated in a digital high-speed video with various particle concentrations from a wind tunnel experiment. It demonstrated that compared with the previous SPTs, KF-H-k kept the highest and most stable accuracy (85% ~ 93%), the best spatial resolution, the moderate recall rate (50% ~ 70%) and time cost. The present work offers a new hybrid scheme for tracking sand particles accurately but alsodatasets for automatically identifying saltating tracks via machine learning models, very critical for insight into new hypothesis on sand ripple formation.

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引用次数: 0
Automated identification of earthen berms in Western US rangelands from LiDAR-based digital elevation models
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-03 DOI: 10.1002/esp.6009
Haiqing Xu, Mary H. Nichols, Dana Lapides, Octavia Crompton

Earthworks such as earthen berms have been constructed across the western US since the late 1800s to mitigate erosion in landscapes where water is both the dominant driver of erosion and the limiting resource for biota. Berms alter hydrologic, geomorphic and ecologic processes by intercepting runoff and altering patterns of water availability in the landscape. Understanding site-specific changes in process dynamics requires accurate mapping of berm locations and knowledge of their condition. This paper presents an automated, object-based framework for identifying earthen berms from 1 m LiDAR-derived digital elevation models in the western US rangelands. Geomorphon, a computer vision tool, was used to classify landforms and identify berm-like landforms, including summits and ridges. Ten geomorphic and geometric attributes associated with each potential berm object were used to develop a machine-learning model for distinguishing berms from natural summits and ridges. The model was trained and applied to independent test sites to identify and map berms. The mapped berms were compared with manually identified reference berms for accuracy assessment. The identification results achieved 79% to 87% recall, 82% to 92% precision and 81% to 89% F-measure. We also explored the influence of training sample selection on model performance and conducted an analysis of attribute relative importance. The automated framework has the potential to be scaled up to larger areas in semi-arid environments.

自 19 世纪晚期以来,美国西部地区一直在修建土护堤等土方工程,以减轻地貌侵蚀,因为水既是侵蚀的主要驱动力,也是限制生物群落的资源。护堤通过拦截径流和改变景观中的水供应模式来改变水文、地貌和生态过程。要了解特定地点的过程动态变化,需要准确绘制护堤位置图并了解其状况。本文介绍了一种基于对象的自动框架,用于从美国西部牧场 1 米激光雷达数字高程模型中识别土质护堤。计算机视觉工具 Geomorphon 被用来对地貌进行分类,并识别类似护堤的地貌,包括山顶和山脊。与每个潜在护堤对象相关的十个地貌和几何属性被用来开发一个机器学习模型,用于区分护堤与自然山顶和山脊。该模型经过训练后应用于独立的测试地点,以识别和绘制护堤图。将绘制的护堤与人工识别的参考护堤进行比较,以评估准确性。识别结果的召回率为 79% 至 87%,精确率为 82% 至 92%,F-measure 为 81% 至 89%。我们还探讨了训练样本选择对模型性能的影响,并对属性相对重要性进行了分析。该自动化框架有可能扩大到半干旱环境中的更大区域。
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引用次数: 0
Spatial gradients in bank stability response in macrotidal environments: Inferences from the Severn estuary (UK)
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-29 DOI: 10.1002/esp.6000
Andrea Gasparotto, Stephen E. Darby, Julian Leyland, Paul A. Carling

In this study, we present a synthetic model summarising the main sedimentary and morphologic factors that drive spatial–temporal variations in bank stability through an exemplar macrotidal estuary. In contrast to previous studies that tend to only consider localised variations in the stability of small-scale banks, here the focus is on understanding the bank stability patterns at the scale of the whole Severn Estuary (UK). The results show that during falling tides, the bank sediments persist in a near-saturated state giving elevated bank pore pressures that coincide in time with declines in the hydrostatic confining pressure, leading to destabilisation of the bank. In contrast, bank stabilisation predominantly occurs during rising tides when the hydrostatic confining pressure is able to dominate over the destabilisation processes. Cohesive macrotidal estuaries similar to the Severn Estuary, tend to present a generalised decrease in the instability moving from the outer estuary where the tidal oscillations are more significant, to the inner part of the system where such oscillations are reduced and coupled with less high banks.

在这项研究中,我们提出了一个合成模型,总结了在一个典型的大潮汐河口中驱动河岸稳定性时空变化的主要沉积和形态因素。以往的研究往往只考虑小尺度河岸稳定性的局部变化,与此不同的是,这里的重点是了解整个塞文河口(英国)尺度上的河岸稳定性模式。研究结果表明,在落潮期间,河岸沉积物持续处于接近饱和的状态,导致河岸孔隙压力升高,与静水约束压力下降的时间相吻合,从而导致河岸失稳。与此相反,河岸稳定主要发生在潮汐上涨时,此时静水约束压力能够压倒失稳过程。与塞文河口类似的粘性大潮汐河口,其不稳定性往往会从潮汐振荡更明显的河口外围向系统内部普遍降低,而在河口内部,这种振荡会减弱,同时堤岸也会降低。
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引用次数: 0
Tafoni and laboratory-based experiments of historical contingent phenomenon
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-28 DOI: 10.1002/esp.6019
Robert Inkpen

Controlled experiments on natural forms involve a traditional view of explanation that prioritizes control, manipulation and replication over more nuanced understanding of the phenomena under investigation. This is an issue if the phenomenon, like tafoni, is historically contingent. In particular, the entanglement of the environment is explicitly severed in controlled experiments. The failure to adequately reproduce the ordered forms associated with tafoni in laboratory experiments suggests that simulation and field case studies could provide a more informative route to understanding tafoni. This will, however, require a more systematic recognition of how such research enables researchers to understand the initial conditions of weathering and modes of development to tafoni observed.

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引用次数: 0
Recent ice-contact delta formation in front of Pio XI glacier controls sedimentary processes in Eyre Fjord, Patagonia
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-22 DOI: 10.1002/esp.6012
Loic Piret, Sebastien Bertrand, Carlos Moffat, Peter Feldens, Svenja Papenmeier, Helge Arz

Pio XI Glacier (49°S) is the largest and one of the very few advancing glaciers in Patagonia. Satellite data indicate that the main glacier terminus transitioned from calving to land-based around 2010, effectively resulting in the formation of an ice-contact delta at the head of Eyre Fjord. Here, we investigate how this ice-contact delta formation affected sediment transport processes in Eyre Fjord. Sediment cores and seismic profiles collected along the fjord provide evidence for a relatively abrupt increase in the number and magnitude of turbidity currents, coeval with the formation of the ice-contact delta. This observation is supported by modern summer hydrographic observations and bathymetric data. We posit that the ice-contact delta formation resulted in sediment input being concentrated at specific subaerial locations across the fjord head, which favoured the development of plume-triggered turbidity currents. This suggests that a sudden increase in turbidite thickness in fjord sediment records could represent ice-contact delta development at fjord heads.

皮欧十一号冰川(南纬 49°)是巴塔哥尼亚最大的冰川,也是为数不多的前进冰川之一。卫星数据显示,2010 年前后,冰川的主要终点站从冰臼冰川过渡到了陆地冰川,从而在艾尔峡湾的源头形成了冰接触三角洲。在此,我们研究了冰接触三角洲的形成如何影响艾尔峡湾的沉积物迁移过程。沿峡湾采集的沉积物岩芯和地震剖面图证明,在冰接触三角洲形成的同时,浊流的数量和规模都出现了相对突然的增加。现代夏季水文观测数据和测深数据也支持这一观点。我们认为,冰接触三角洲的形成导致沉积物输入集中在峡湾头部的特定海面下位置,这有利于羽状触发浊流的发展。这表明,峡湾沉积物记录中浊积岩厚度的突然增加可能代表了峡湾头部冰接触三角洲的形成。
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引用次数: 0
PS-InSAR post-processing for assessing the spatio-temporal differential kinematics of complex landslide systems: A case study of DeBeque Canyon Landslide (Colorado, USA) 用于评估复杂滑坡系统时空差异运动学的 PS-InSAR 后处理:德贝克峡谷滑坡(美国科罗拉多州)案例研究
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-21 DOI: 10.1002/esp.6002
Marta Zocchi, Michele Delchiaro, Francesco Troiani, Gabriele Scarascia Mugnozza, Paolo Mazzanti

The complex superimposition of different kinematics and nested sectors within landslide systems amplifies the challenge of interpreting their heterogeneous displacement pattern and targeting effective mitigation solutions. As an example of such peculiar spatio-temporal behaviour, the DeBeque Canyon Landslide (Colorado, USA) is emblematic of the application of interferometric post-processing analysis for a detailed, remotely-based investigation. We employed a multi-geometry Persistent Scatterers (PS) InSAR dataset to provide continuous information on the spatio-temporal scale and achieve a solid representation of the segmented kinematics and timings. Using an updated geomorphological map of the landslide system, we performed a two-dimensional decomposition of the Persistent Scatterers (PS) dataset to determine the displacement orientation and inclination for each internal sector of the landslide system. We then conducted statistical analyses on the displacement vector characteristics and time series data. These analyses enabled us to spatially characterize the segmented activity patterns of the landslide system and identify abrupt changes in trends associated with preparatory and triggering factors. A clear differentiation of the rotational or translational kinematics within the landslide system was accomplished solely using surface displacement measures. Moreover, the application of a Bayesian model on the bi-dimensional vector time series leads to the identification of significant differences in the deformational behaviour of each sector with respect to precipitation and temperature factors. Our approach represents a replicable method for local-scale characterization and monitoring of landslides exhibiting complex spatio-temporal displacement patterns and providing an effective, low-cost solution for transportation agencies from a risk-reduction perspective.

滑坡系统中不同运动学和嵌套区段的复杂叠加,加大了解释其异质位移模式和制定有效缓解方案的难度。DeBeque Canyon 滑坡(美国科罗拉多州)就是这种特殊时空行为的一个例子,它是应用干涉测量后处理分析进行详细远程调查的典范。我们采用了多几何持久散射体(PS)InSAR 数据集来提供时空尺度上的连续信息,并实现了分段运动学和时间的可靠表示。利用最新的滑坡系统地貌图,我们对持久散射体(PS)数据集进行了二维分解,以确定滑坡系统每个内部区域的位移方向和倾斜度。然后,我们对位移矢量特征和时间序列数据进行了统计分析。这些分析使我们能够从空间上描述滑坡系统的分段活动模式,并确定与准备和触发因素相关的趋势突变。仅使用表面位移测量方法,就能明确区分滑坡系统内的旋转或平移运动学。此外,在二维矢量时间序列上应用贝叶斯模型,可以识别出每个区段的变形行为与降水和温度因素之间的显著差异。我们的方法是一种可复制的方法,可用于对表现出复杂时空位移模式的滑坡进行局部特征描述和监测,并从降低风险的角度为交通机构提供有效、低成本的解决方案。
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引用次数: 0
Correction to A regime shift in sediment export from a coastal watershed during a record wet winter, California: Implications for landscape response to hydroclimatic extremes 更正:在加利福尼亚创纪录的潮湿冬季,沿海流域沉积物输出的制度转变:景观对极端水文气候响应的影响
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-21 DOI: 10.1002/esp.6001

Amy E. East, Andrew W. Stevens, Andrew C. Ritchie, Patrick L. Barnard, Pamela Campbell-Swarzenski, Brian D. Collins and Christopher H. Conaway. Earth Surface Processes and Landforms, 43 (12), 25622577. https://doi.org/10.1002/esp.4415

In the referenced article, the authors would like to correct text in the first paragraph on page 2571, Figure 9 and its caption. The changes reflect errors made in the processing of the rainfall intensity-duration data used to compare storms to published debris flow triggering thresholds. The correctly processed data does not change the interpretations made in the paper. The revision to the data processing does correctly indicate that the investigated storms did not exceed the rainfall intensity – duration threshold of Cannon (1988) but did significantly exceed the debris flow triggering threshold of Wieczorek (1987).

The first paragraph should read:

We can, however, assess whether precipitation conditions during the 2016–2017 wet season were sufficient to cause substantial landsliding based on proxies developed for previous large storms in this region (the San Francisco Bay area; Wieczorek, 1987; Cannon, 1988). Hourly precipitation data from NOAA COOP station USC00040673 reveals that multiple storms between December 2016 and February 2017 had rain intensity and duration well-above minimum threshold conditions for debris flow triggering (Wieczorek, 1987) and reached ~60% of the threshold (Cannon, 1988) that delineates previous record-setting regional landslide activity (Figure 9). Before these storms, antecedent rainfall of 254 mm (10 in.) had been reached by mid-November, a baseline value generally considered necessary to achieve subsurface hydrologic conditions suitable to generate landslides in this region (Cannon, 1988). Two long-duration, early January storms (2 January and 7 January), with maximum rainfall intensities of the season, coincided with the increases in SSC and sand content in the San Lorenzo River (Figure 5), and the steep increase in sand proportion during the 19 January flow peak (Figure 5) coincided with the most intense rainfall event of the season (Figure 9).

We apologize for this error.

Amy E. East、Andrew W. Stevens、Andrew C. Ritchie、Patrick L. Barnard、Pamela Campbell-Swarzenski、Brian D. Collins 和 Christopher H. Conaway。地球表面过程和地貌,43 (12),2562-2577。https://doi.org/10.1002/esp.4415In,作者希望更正第 2571 页第一段中的文字、图 9 及其标题。这些改动反映了用于将暴雨与已公布的泥石流触发阈值进行比较的降雨强度-持续时间数据处理中的错误。经过正确处理的数据不会改变论文中的解释。对数据处理的修改确实正确地表明,所调查的暴雨没有超过 Cannon(1988 年)的降雨强度-持续时间阈值,但大大超过了 Wieczorek(1987 年)的泥石流触发阈值。第一段应改为:然而,我们可以根据该地区(旧金山湾区;Wieczorek,1987 年;Cannon,1988 年)以前大暴雨的代用数据,评估 2016-2017 年雨季期间的降水条件是否足以导致大量滑坡。NOAA COOP 站 USC00040673 的每小时降水量数据显示,2016 年 12 月至 2017 年 2 月期间的多场暴风雨的降雨强度和持续时间远远超过了引发泥石流的最低阈值条件(Wieczorek,1987 年),达到了阈值的约 60%(Cannon,1988 年),该阈值划定了以前创纪录的区域滑坡活动(图 9)。在这些暴风雨之前,11 月中旬的先期降雨量已达到 254 毫米(10 英寸),一般认为这是达到适合在该地区引发滑坡的地下水文条件所必需的基准值(Cannon,1988 年)。1 月初的两场持续时间较长的暴风雨(1 月 2 日和 1 月 7 日)的降雨强度达到了当季最大值,与圣洛伦索河中 SSC 和含沙量的增加相吻合(图 5),而 1 月 19 日流量峰值(图 5)期间含沙量比例的急剧增加与当季最强的降雨事件相吻合(图 9)。
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引用次数: 0
Influence of particle lithology, size and angularity on rates and products of bedload wear: An experimental study 颗粒岩性、大小和棱角对床面磨损率和磨损产物的影响:实验研究
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-16 DOI: 10.1002/esp.6007
Erin N. Bray, Kimberly Litwin-Miller, Matthew Cardona, Sarah Pettyjohn, Leonard S. Sklar

Physical wear during bedload transport influences downstream changes in the size distributions and shapes of riverbed sediment, which in turn affect myriad fluvial processes ranging from incision into bedrock to provision of aquatic habitat. Here we use laboratory tumbling experiments to address several remaining knowledge gaps, including the roles of lithologic susceptibility to fragmentation, particle size distributions and particle angularity in controlling wear rates and the size distribution of wear products. To focus on the dynamics of particle wear in headwater channels, we used initially angular sediment and ran the experiments until 10% of the initial bedload particle mass had been lost to fine-grained wear products. We measured individual particle mass and diameter by hand and used photo analysis to quantify particle shape and angularity. We find strikingly different wear patterns between limestone and welded tuff. Although wear rates in the tuff were an order of magnitude slower than the limestone, tuff wear was primarily by fragmentation while limestone wear was dominantly by attrition. Fragmentation of the tuff resulted in a widening of the bedload size distribution, a lack of consistent particle rounding and a fine-wear product dominated by sand. In contrast, limestone particles rounded substantially and produced silt-sized wear products. Differences in wear product size and susceptibility to fragmentation may reflect contrasts in the size distribution of mineral crystals in each lithology. Wear rates in both rock types declined substantially with increasing cumulative mass loss, due to rounding in the limestone and reduced fragmentation in the tuff. These results suggest that applications of the conventional exponential model to predict mass loss with travel distance need to account for lithologic influence on susceptibility to fragmentation and the influence of rounding on particle wear rates.

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引用次数: 0
Insights into permafrost aggradation and thawing: A case study of Zonag Lake on the Qinghai–Tibet Plateau using SAR interferometry
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-15 DOI: 10.1002/esp.6011
Zhengjia Zhang, Qingxiang Wang, Peifeng Ma, Mengmeng Wang, Xiucheng Jiang

Lakes on the Qinghai–Tibet Plateau (QTP) are important indicators of climate change. The water level and area of Zonag Lake have increased sharply since 2000, and the west lake bottom area was exposed after an outburst of flood in September 2011. The drained basin was exposed to the cold environment, causing rapid permafrost forming. In this paper, time-series synthetic aperture radar interferometry (InSAR) was utilized to monitor the surface deformation of the drained basin using Sentinel-1A images within a 4-year period (2017–2020). This research focused on characterizing the spatial and temporal dynamics of ground deformation and exploring changes in the permafrost base around the drained basin based on the deformation information. The experimental results revealed spatially variable ground deformation, with long-term deformation rates ranging from −78.3 mm/year to 72.8 mm/year and seasonal amplitudes of 0–14 mm. Subsidence was prominent in the lakeshore, the thermokarst region and the slope drainage area, indicative of the thawing of ice-rich permafrost. Conversely, uplift was concentrated in the exposed unconsolidated sediment region, with a maximum displacement of 110 mm over the nearly 4-year observation period, suggesting ground ice aggradation. The uplift information was used to estimate the change in the permafrost base in the drained basin, yielding a maximum value of 4 m. The estimated permafrost base change closely aligned with simulated results, with an error of 0.28 m. This study demonstrates the capability of InSAR in monitoring permafrost stability and improving the understanding of the dynamic permafrost formation process.

青藏高原的湖泊是气候变化的重要指标。自 2000 年以来,佐纳格湖的水位和面积急剧上升,2011 年 9 月的洪水爆发后,西湖湖底区域裸露出来。排水后的盆地暴露在寒冷的环境中,导致冻土迅速形成。本文利用时间序列合成孔径雷达干涉测量法(InSAR),利用 Sentinel-1A 图像监测了 4 年内(2017-2020 年)排水盆地的地表变形。这项研究的重点是描述地面变形的时空动态特征,并根据变形信息探索排水盆地周围冻土层基底的变化。实验结果表明,地面变形在空间上是多变的,长期变形速率为-78.3毫米/年至72.8毫米/年,季节振幅为0-14毫米。地面沉降主要发生在湖岸、热喀斯特地区和斜坡排水区,表明富冰永久冻土解冻。相反,隆起主要集中在裸露的未固结沉积物区域,在近 4 年的观测期内,最大位移量为 110 毫米,这表明地面冰层在增厚。隆升信息被用于估算排水盆地中永久冻土层基底的变化,得出的最大值为 4 米。这项研究证明了 InSAR 在监测冻土稳定性和提高对动态冻土形成过程的认识方面的能力。
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引用次数: 0
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