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Designing, building and assessing a geomorphically reconstructed postmining landscape: A case study of the Santa Engracia mine, Spain 设计、建造和评估一个地貌重建的采矿后景观:以西班牙Santa Engracia矿山为例
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-10 DOI: 10.1002/esp.6024
Greg R. Hancock, Jose F. Martín Duque

New technology allows the reconstruction of postmining landforms using geomorphic design principles. It is important that such designs be evaluated and if needed, redesigned or reshaped so that soil loss is minimised and to ensure the landscape is geomorphically and ecologically integrated with the surrounding landscape. One tool to assess geomorphic landforms is to use a computer-based landscape evolution model (LEM). LEMs allow different designs to be input and will highlight where erosion will occur and type of erosion (i.e. sheetwash, riling, gullying) as well as erosion rate. At the Santa Engracia abandoned mine (East-Central Spain), postmining landscapes were designed using geomorphic principles (GeoFluv method and Natural Regrade software) and later constructed. The SIBERIA LEM was used to assess the erosional behaviour of these landscapes. Using suitable topsoil, vegetation and an organic blanket reduces erosion, and if vegetation can be established, the modelling demonstrates minimal gully erosion. The erosion forecast (5.3 to 6.3 t ha−1 year−1) is significantly lower than the initial surface (~350 t ha−1 year−1) using conventional (terraced) mine restoration. The predicted erosion rates and gullying are less than for the unmined (natural) Alto Tajo environment. Importantly, with the ability to spatially forecast gully location, erosion reduction measures can be undertaken. The method described here provides a robust assessment procedure and highlights the potential strengths and weakness of a design therefore supporting lower cost construction and repair with a higher chance of restoration success. The combination of geomorphic landform design and assessment using a LEM for this project (LIFE RIBERMINE) presents a new standard for mine rehabilitation in Europe.

新技术允许利用地貌设计原理重建采矿后的地貌。重要的是要对这些设计进行评估,并在必要时重新设计或重塑,以尽量减少土壤流失,并确保景观在地貌和生态方面与周围景观融为一体。评估地貌地貌的一个工具是使用基于计算机的景观演化模型(LEM)。lem允许输入不同的设计,并将突出显示将发生侵蚀的地方和侵蚀类型(即冲板、冲沟、冲沟)以及侵蚀速率。在Santa Engracia废弃矿山(西班牙中东部),使用地貌学原理(GeoFluv方法和Natural Regrade软件)设计了采矿后的景观,并随后进行了施工。西伯利亚登月舱被用来评估这些景观的侵蚀行为。使用合适的表土、植被和有机覆盖层可以减少侵蚀,如果可以建立植被,模型显示沟壑侵蚀最小。预测的侵蚀量(5.3 ~ 6.3 tha−1年−1年−1)明显低于常规(梯田)矿山恢复的初始地表侵蚀量(~350 tha−1年−1年)。预测的侵蚀率和沟壑小于未开采(自然)的Alto Tajo环境。重要的是,有了空间预测沟壑位置的能力,就可以采取减少侵蚀的措施。这里描述的方法提供了一个可靠的评估程序,并突出了设计的潜在优点和缺点,因此支持较低成本的建造和修复,并有较高的修复成功机会。地貌地貌设计与评价相结合,利用LEM (LIFE RIBERMINE)对该项目进行评估,为欧洲矿山修复提供了新的标准。
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引用次数: 0
Challenging underground geophysical, geological and topographical surveys in the Borna Maggiore di Pugnetto karst collapse cave to delineate its genesis and actual structure 在Borna Maggiore di Pugnetto岩溶塌陷洞进行具有挑战性的地下地球物理、地质和地形调查,以描绘其成因和实际结构
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-07 DOI: 10.1002/esp.6023
Cesare Comina, Michele Motta, Walter Muzzolon, Federico Vagnon, Andrea Vergnano

Electric resistivity surveys in karst environments are commonly employed to establish parameters that can help in the evaluation of collapse risk related to sinkhole or cave formation. However, these surveys are often executed from the surface with consequent limits in resolution and identification potential as a function of coverage thicknesses. Application of these methodologies directly inside known caves, for a better understanding of their formation mechanisms, is uncommon due to accessibility problems, the nontrivial referencing issues that arise when operating in an underground environment and the challenging 2D/3D interpretation issues emerging from the presence of the cavity itself. This paper reports on the application of electric resistivity tomography along with specific geological and topographic mapping, inside the Borna Maggiore di Pugnetto karst collapse cave. Comprehensive knowledge of this cave, developed in mica-rich and carbonate-rich calcschists, is problematic with traditional investigations, due to the cave breakdown that masks its structure. In this study, the 3D geometry of the cave is reconstructed using a topographical survey. This reconstruction is then utilised to perform a 3D inversion of the electrical resistivity tomography (ERT) dataset. The results of both 2D and 3D inversions are compared and discussed, focusing on the survey's ability to identify resistivity anomalies within the 3D volume surrounding the cave. Additionally, an open-source script is provided to facilitate the replication of this 3D modelling and inversion in similar underground contexts. Results of the paper show the effectiveness of the proposed surveys in the delineation of genesis and actual structure of the cave. The paper also proposes a methodological approach that can be adopted in similar contexts to enhance the understanding of speleogenesis.

岩溶环境中的电阻率测量通常用于建立参数,以帮助评估与天坑或溶洞形成有关的塌陷风险。然而,这些调查通常是从地面进行的,因此在分辨率和识别潜力方面存在限制,这是覆盖厚度的函数。为了更好地了解洞穴的形成机制,将这些方法直接应用于已知洞穴中并不常见,因为可达性问题、在地下环境中作业时出现的重要参考问题以及洞穴本身存在的具有挑战性的2D/3D解释问题。本文报道了电阻率层析成像技术在Borna Maggiore di Pugnetto岩溶塌陷洞内的应用,并结合具体的地质地形填图。对这个在富含云母和碳酸盐的钙质岩中发育的洞穴的全面了解,在传统的调查中是有问题的,因为洞穴的破裂掩盖了它的结构。在本研究中,利用地形测量重建了洞穴的三维几何形状。然后利用该重建对电阻率层析成像(ERT)数据集进行三维反演。对2D和3D反演结果进行了比较和讨论,重点讨论了该调查识别洞穴周围3D体积内电阻率异常的能力。此外,提供了一个开源脚本,以方便在类似的地下环境中复制这种3D建模和反演。结果表明,所提出的测量方法在圈定洞室成因和实际构造方面是有效的。本文还提出了一种方法方法,可以在类似的情况下采用,以提高对洞穴发生的理解。
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引用次数: 0
Monitoring of thermal conditions and snow dynamics at periglacial block accumulations in a low mountain range in central Germany 在德国中部一个低山脉的冰缘块堆积的热条件和雪动力学监测
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-06 DOI: 10.1002/esp.5998
Tim Wiegand, Christof Kneisel

The Rhoen Mountains, a relict periglacial landscape in central Germany, feature a wide range of openwork block accumulations. Although located in a temperate climate, those have characteristics comparable with cold regions of higher altitude or latitude such as arctic-alpine species, longer lasting snow patches or the discussed existence of summer or even year-round ice lenses in one of the largest of these landforms in the Central German Uplands. This study aims for a characterization of the microclimatic conditions of two neighbouring block accumulations. Therefore, temperatures were registered by data loggers along profiles, and snow dynamics were monitored using time-lapse cameras and terrestrial laser scans. These observations are finally compared with geophysical measurements to address the question of potential isolated low-altitude permafrost occurrences. Mean ground surface temperatures show an inverse thermal gradient along the Schafstein block accumulation. Furrows were identified as the cold spots in winter, whereas snow melt holes are signs of a chimney effect. In summer, cold air flows out at ventilation holes along the front causing temperatures of up to 25°C below air temperatures, although no clear signs of permafrost were detected. Temperature correlations reveal periods indicative of a recurring internal summer air circulation. Coarse blocky substrate also favours ground cooling of the smaller Mathesberg block accumulation compared with its surroundings. Winter temperatures are influenced by a persistent snowbank forming due to drifting and blowing snow at the leeward edge of a plateau as little amounts of snow are sufficient to be redistributed by westerlies. The prolonged melt of the snowbank might have had or still has a local hydrological and geomorphological impact. Uncertainties remain regarding the behaviour of the microclimate of block accumulations in a warming climate. Being ‘cold spots’ of high ecological value further investigations are suggested.

Rhoen山脉是德国中部的一个冰川边缘景观,以广泛的开放式块体堆积为特色。虽然位于温带气候,但这些物种的特征与更高海拔或纬度的寒冷地区相当,例如北极高山物种,持续时间更长的积雪,或者在德国中部高地最大的这些地貌之一中讨论的夏季甚至全年冰透镜的存在。本研究的目的是表征两个相邻块体聚集的小气候条件。因此,温度由数据记录器沿着剖面记录下来,雪的动态使用延时相机和地面激光扫描进行监测。最后将这些观测结果与地球物理测量结果进行比较,以解决潜在孤立的低海拔永久冻土发生的问题。平均地表温度沿沙夫斯坦块体堆积呈逆热梯度。沟壑被认为是冬季的冷点,而融雪洞则是烟囱效应的标志。在夏季,冷空气从前方的通风口流出,导致气温比气温低25°C,尽管没有发现明显的永久冻土迹象。温度相关性揭示了夏季内部空气循环循环的周期。与周围环境相比,粗糙的块状基底也有利于较小的Mathesberg块状堆积的地面冷却。冬季气温受到高原背风边缘漂移和吹雪形成的持续雪滩的影响,因为少量的雪足以被西风带重新分配。雪滩的长期融化可能已经或仍然对当地的水文和地貌产生影响。在气候变暖的情况下,关于块体积累的小气候行为仍然存在不确定性。作为具有较高生态价值的“冷点”,建议进一步调查研究。
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引用次数: 0
InSAR phase gradient reveals fault-zone controls on the spatial distribution of slow-moving landslides in the active orogenic region of Hazara-Kashmir, Pakistan InSAR相位梯度揭示了断裂带对巴基斯坦哈扎拉-克什米尔活动造山带缓慢移动滑坡空间分布的控制作用
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-05 DOI: 10.1002/esp.6015
Said Mukhtar Ahmad, Lv Fu, Teng Wang

Slow-moving landslides play important roles in the landscape evolution and hazards planning. Studies along some strike-slip faults have shown that the geological structures and bed-rock lithology significantly contribute the distribution of slow-moving landslides. However, controls on the distribution of slow-moving landslides are poorly constrained in active orogenic regions, hindering our understanding of its role in the rapid orogenic process. The Hazara Kashmir Syntaxis in Pakistan is such a prominent geological structure of lesser Himalaya, where the inventory of slow-moving landslides is scarce. Here, we attempt the interferometric synthetic aperture radar phase-gradient stacking coupled with a deep-learning system to provide the first slow-moving landslides inventory (1066 presently active landslides, 2016–2023) in the Hazara-Kashmir region. Along with optical imagery and field investigations, we analyse the impacts of fault structures, bed-rock lithology, topography along with spatial distribution of earthquake and precipitation on the distribution of these slow-moving landslides. We find that 33% of the detected slow-moving landslides are distributed within 1000 m to active faults, and show a decreasing trend moving away from fault zones. This pattern strongly suggests that the active thrusting faults in this region significantly controls the distribution of slow-moving landslides, while topography and precipitation show less impacts. Our study reveals the spatial distribution of slow-moving landslides in a tectonic complex region with rapid orogenic process, and thus shows potential implications in geomorphology modelling and hazards evaluation for many less-monitored, contemporary uplifting high-mountain regions.

缓动滑坡在景观演变和灾害规划中起着重要作用。沿一些走滑断层的研究表明,地质构造和基岩岩性对慢动滑坡的分布有重要影响。然而,在活动造山区,对缓慢移动的滑坡分布的控制很少,阻碍了我们对其在快速造山过程中的作用的理解。巴基斯坦的哈扎拉克什米尔构造是喜马拉雅山脉较小的一个突出的地质构造,在那里,缓慢移动的山体滑坡的库存很少。在这里,我们尝试将干涉合成孔径雷达相位梯度叠加与深度学习系统相结合,以提供哈扎拉-克什米尔地区第一个缓慢移动的滑坡清单(2016-2023年1066个目前活跃的滑坡)。结合光学图像和实地调查,我们分析了断层结构、基岩岩性、地形以及地震和降水的空间分布对这些缓慢移动的滑坡分布的影响。发现33%的慢动滑坡分布在距活动断层1000 m以内,并呈远离断裂带的减少趋势。这一模式强烈表明,该地区活动逆冲断层对缓动型滑坡的分布有明显的控制作用,而地形和降水对缓动型滑坡的影响较小。我们的研究揭示了具有快速造山过程的构造复杂区域中缓慢移动的滑坡的空间分布,从而为许多监测较少的当代隆升高山区的地貌建模和灾害评估提供了潜在的启示。
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引用次数: 0
Refinement of the volcanic slope rating approach for determining slope stability in volcanic rocks of the Canary Islands 确定加那利群岛火山岩斜坡稳定性的火山斜坡分级方法的改进
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-04 DOI: 10.1002/esp.6022
Sergio Leyva, Noelia Cruz-Pérez, Juan C. Santamarta

Due to their genesis, volcanic rocks present some singularities that make their geotechnical characteristics significantly different from other, more common types of rock masses, such as sedimentary and metamorphic rocks. The formation mechanisms of volcanic rocks are varied, rapid and generally high energy. These processes give this type of rock geotechnical behaviour and geomechanical properties that are completely different from those of nonvolcanic materials, due to their high heterogeneity and anisotropy. In volcanic rock slopes, applying widely used geomechanical classifications to assess the quality of any rock mass present several challenges due to their distinctive and singular characteristics, which detract from their validity. For this reason, the Center for Studies and Experimentation of Public Works (CEDEX) of the Ministry of Public Works, under the agreement signed with the Ministry of Public Works and Transport of the Government of the Canary Islands, carried out during 2017 and 2018 an exhaustive analysis and reviews of existing geomechanical classifications and their applications to volcanic terrains. They developed a new geomechanical classification called VSR (volcanic slope rating), based on data obtained from 85 slopes across the Canary Islands, which allowed for the estimation of the stability of volcanic rock slopes by evaluating seven geotechnical parameters. This article presents the work conducted to review and calibrate this tool, based on the study of 94 slopes of different lithotypes throughout the Canary Islands (lavas, pyroclasts, heterogeneous), culminating in the proposal of a new classification for pyroclastic massifs (with new parameters and different weightings) and the adjustment of the current classification for the other slopes (regarding the Surface Regularity parameter). Therefore, the VSR geomechanical classification was applied to assess the stability of these 94 slopes, revealing a strong fit for Types A and C (R2 > 0.97), while the tool overestimated stability in Type B slopes, prompting a new classification proposal for this category.

由于其成因,火山岩呈现出一些独特性,使其地质技术特征与其他更常见的岩体类型(如沉积岩和变质岩)明显不同。火山岩的形成机制多样,速度快,能量普遍较高。由于这种岩石具有高度的非均质性和各向异性,这些过程赋予了这种岩石与非火山物质完全不同的岩土力学行为和地质力学特性。在火山岩边坡中,应用广泛使用的地质力学分类来评估任何岩体的质量,由于其独特和单一的特征,这降低了它们的有效性。因此,根据与加那利群岛政府公共工程和运输部签署的协议,公共工程部公共工程研究和实验中心(CEDEX)在2017年和2018年期间对现有地质力学分类及其在火山地形中的应用进行了详尽的分析和审查。他们开发了一种新的地质力学分类,称为VSR(火山斜坡等级),基于从加那利群岛85个斜坡获得的数据,可以通过评估7个岩土参数来估计火山岩斜坡的稳定性。本文介绍了基于对加那利群岛94个不同岩性斜坡(熔岩、火山碎屑、非均质)的研究,对该工具进行审查和校准的工作,最终提出了火山碎屑地块的新分类(使用新的参数和不同的权重),并对其他斜坡的现有分类进行了调整(关于地表规则参数)。因此,应用VSR地质力学分类对这94个边坡的稳定性进行了评价,结果表明,a和C类边坡的稳定性较好(R2 > 0.97),而B类边坡的稳定性估计过高,提示对该类别进行新的分类建议。
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引用次数: 0
Insights into Martian bedform migration: Results from Gale, Jezero and Pasteur craters 洞察火星地貌迁移:来自盖尔、耶泽罗和巴斯德陨石坑的结果
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.

本研究试图通过研究Gale、Jezero和Pasteur陨石坑的床型迁移来加深对火星上沙子运动的理解。利用“好奇号”火星车(MAHLI和APXS)观测对Gale陨石坑的粒度分布进行了研究,发现粒径较小(~50 ~ 150 μ)的颗粒更容易发生迁移,反之也更容易发生迁移,这为启动床状迁移提供了必要条件。对盖尔陨石坑表面物质的化学分析显示,与沙子相比,土壤中的P2O5、SO3、Cl和Zn浓度升高,沙子的主动运输过程中,而土壤中没有。火星土壤(非活动床层)和沙子(活动床层)的综合化学组成以其玄武岩性质为特征,具有丰富的挥发性元素,如硫、氯和锌,以及由于非活动床层的粘性而存在的斜长石、辉石和橄榄石等矿物。物理风化和风流速在不同沉积体的形成中起着关键作用,影响着粒度分布和矿物学。通过分析persevere - meda在耶泽罗陨石坑的观测数据,研究了扬尘对表面特征的影响,以了解地表形态的短期变化。研究发现,这些事件只涉及少量物质的重新分配,因此在短时间内改变了火星的表面特征。为了检测巴斯德陨石坑的床状迁移,使用了在不同时间间隔获得的几张HiRISE图像。波峰(~0.29 ~ 1.18 m/地球年)和沙丘滑面变化提示有新的颗粒流事件发生。在巴斯德陨石坑,沙丘附近的沉积物发生了广泛的变化,这表明了广泛的床型迁移。较强的西北风和东北风主导了这些变化。因此,三个热带陨石坑的地形迁移在局部风成过程的驱动下表现出显著的变异性。这种变化对于了解火星的地质历史、当前的地表动态以及最终帮助规划未来的任务至关重要。
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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 一种带后处理器的卡尔曼滤波-匈牙利算法用于高速视频中风成跳跃粒子的跟踪
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.

跳跃粒子跟踪(SPT)是了解沙粒尺度上风沙跃动动力学的重要可视化通道,但已有的SPT可能召回率或准确率较低,并对进一步的跳跃强度有错误估计。因此,提出了一种带有后处理器的卡尔曼滤波-匈牙利算法(KF-H-k),其中卡尔曼滤波器用于预测粒子运动,匈牙利算法用于优化全局分配,以及带有k-means聚类的后处理器用于校正卡尔曼滤波-匈牙利算法错误恢复的轨迹。新的SPT在风洞实验的不同颗粒浓度的数字高速视频中得到了验证。结果表明,与以往的spt相比,KF-H-k保持了最高和最稳定的正确率(85% ~ 93%)、最佳的空间分辨率、中等的查全率(50% ~ 70%)和时间成本。目前的工作提供了一种新的混合方案来准确地跟踪沙粒,同时也提供了通过机器学习模型自动识别跳跃轨迹的数据集,这对于深入了解沙纹形成的新假设非常重要。
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引用次数: 0
Automated identification of earthen berms in Western US rangelands from LiDAR-based digital elevation models 基于激光雷达的数字高程模型自动识别美国西部牧场的土堤
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) 大潮环境下河岸稳定性响应的空间梯度:来自塞文河口(英国)的推论
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 Tafoni和基于实验室的历史偶然现象实验
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.

对自然形态的对照实验涉及传统的解释观点,即优先考虑控制、操纵和复制,而不是对被调查现象的更细致的理解。这是一个问题,如果这种现象,像塔福尼一样,是历史偶然的。特别是,环境的纠缠在受控实验中被明确地切断。在实验室实验中未能充分再现与tafoni相关的有序形式,这表明模拟和现场案例研究可以为理解tafoni提供更翔实的途径。然而,这需要更系统地认识到这种研究是如何使研究人员了解风化的初始条件和发展模式的。
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引用次数: 0
期刊
Earth Surface Processes and Landforms
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