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Predicting flow resistance in rough-bed rivers from topographic roughness: Review and open questions 从地形粗糙度预测粗床河流的流动阻力:回顾与开放性问题
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-21 DOI: 10.1002/esp.6016
Robert I. Ferguson, Richard J. Hardy, Rebecca A. Hodge, Robert C. Houseago, Elowyn M. Yager, Taís N. Yamasaki

Most ways of predicting flow resistance in shallow rivers with a partial or complete cover of coarse sediment use a bed-sediment grain diameter as a roughness length scale. However, beds with the same grain size distribution differ in roughness and flow resistance depending on how the larger grains are arranged, the nature of any bedforms and the possible complications of bedrock or rough banks. This has led to interest in predicting flow resistance using metrics of the topographic roughness of the bed. Some researchers have used the standard deviation of bed elevation as a roughness length scale. An alternative for channels containing boulders is to regard the bed as an array of large roughness elements. Fluvial research to date using these two approaches is limited and inconclusive. We review potentially relevant findings from the much more extensive literature in boundary-layer meteorology and various branches of engineering and note links between the distribution-statistics and element-array approaches. The skewness of the elevation distribution is widely seen as important but it is unclear how best to use it for flow prediction. Other open questions include the scale dependence of topographic metrics, and what type of flow resistance equation to use them in. Calibration and testing of new prediction methods require flow data from reaches with known roughness statistics. This need should be met partly by measurements at field sites or in flume models of them, but also by flume experiments and numerical simulations using synthetic roughness.

预测粗沙部分或全部覆盖的浅水河流流阻的大多数方法使用河床泥沙粒径作为粗糙度长度尺度。然而,相同粒度分布的河床的粗糙度和流动阻力不同,这取决于较大的颗粒如何排列,任何河床的性质以及基岩或粗糙河岸可能的复杂性。这引起了人们对利用河床地形粗糙度指标来预测流动阻力的兴趣。一些研究人员使用床层标高的标准偏差作为粗糙度长度标尺。对于含有巨石的河道,另一种选择是将河床视为一组大的粗糙元素。迄今为止,使用这两种方法的河流研究是有限的和不确定的。我们回顾了边界层气象学和各种工程分支中更广泛的文献中潜在的相关发现,并注意到分布统计和元素阵列方法之间的联系。人们普遍认为高程分布的偏度很重要,但目前尚不清楚如何最好地利用它进行流量预测。其他悬而未决的问题包括地形度量的尺度依赖性,以及在何种类型的流阻方程中使用它们。新的预测方法的校准和测试需要来自已知粗糙度统计的河段的流量数据。这种需要应部分通过实地测量或水槽模型来满足,但也应通过水槽实验和使用合成粗糙度的数值模拟来满足。
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引用次数: 0
Mechanism of enhanced mobility of glacial debris flows induced by ice and rock avalanches in southeast Tibet, China: Insights from impact loading tests
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-21 DOI: 10.1002/esp.6033
Yao Jiang, Xingsheng Lu, Jiao Wang, Guotao Zhang, Gonghui Wang, Tao Wang, Zhi Zhang, Tongjie Ren, Haotian Lu

Glacial debris flows, which are induced by ice and rock avalanches, pose an increasing threat to human life and critical infrastructure under climate change. Therefore, the movement characteristics of debris flows induced by ice and rock avalanches have attracted increasing attention, but the understanding of the effects of ice and rock avalanches on the mechanism of debris flow mobility remains incomplete. To study the mechanisms of the enhanced mobility of debris flows and simulate the impacts of ice and rock avalanches, we employed a servo-hydraulic-controlled ring–shear apparatus to examine the undrained shear behaviour of moraine material under monotonic and impact loading conditions. It is found that impact loading caused a significant reduction in the shear strength of moraine, with the mobilized friction angle decreasing by 16.1% (from 20.6 to 17.3°) and the residual angle of internal friction decreasing by 52.9% (from 7.0 to 3.3°). After moraine failure (at the peak shear strength), the moraine material exhibited rapid shear strength reduction behaviour under impact loading conditions owing to the lower strength weakening coefficient and smaller slip-weakening distance. Compared with the monotonic loading ring–shear test results, the liquefaction potential was greater, and the shear energy needed to reach the same pore water pressure ratio and ultimate pore water pressure was much lower under impact loading. This suggests that under impact loading, moraine is more susceptible to liquefaction and exhibits mobility characteristics. Our results provide new insights and increase the understanding of the mechanism underlying the enhanced mobility of glacial debris flows induced by ice and rock avalanches.

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引用次数: 0
Assessing proxy methods for measuring bedrock erodibility in fluvial impact erosion 评估用于测量河水冲击侵蚀作用下基岩可侵蚀性的替代方法
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-20 DOI: 10.1002/esp.6040
Jens M. Turowski, Benjamin Huxol, Gunnar Pruß, Anne Voigtländer, Andreas Ludwig

The erodibility of bedrock and rock masses is an important parameter for understanding landform development, landscape evolution modelling and engineering applications. Yet, complex geotechnical properties and the difficulty of directly quantifying erodibility limit the theoretical understanding and prediction of erosion processes. Several proxy methods have been suggested to assess bedrock erodibility by fluvial impact erosion. Yet, none of these proxy methods have been rigorously benchmarked with direct laboratory or field measurements. Here, we assess the usefulness of proxy methods described in the literature in the quantitative prediction of fluvial impact erosion. We compare four proxy methods – Mohs' hardness, the Schmidt hammer rebound value, Annandale's erodibility index and the Selby score – to erodibility laboratory data measured using erosion mills. We assess these methods using three statistical parameters: Kendall's tau and Spearman's rho rank correlation coefficients, and the adjusted R2 from an exponential fit. We distinguish between three applications, which require increasing correlation strength. These are (i) trend detection (sorting groups of data by their relative erodibility), (ii) quantitative ranking (relative erodibility of groups of data can be quantitatively assessed), and quantitative prediction (erodibility for individual sites can be quantitatively assessed). Mohs' hardness, Schmidt hammer measurements and Annandale's method are suitable for trend detection, while Selby's method is not. None of the methods is suitable for quantitative prediction. As such, none of the methods is a suitable proxy for estimating erodibility in fluvial bedrock erosion at a particular location. For quantitative ranking, we suggest to use either Mohs' hardness or Schmidt hammer measurements, because of (i) the correlation with mill-measured erodibility, (ii) their ease and quickness of application in the field and (iii) the minimum of required training. When applying these methods, investigators should obtain data both from the same and from different lithological units at many sites. Then, the results can then be used for bulk assessment, but not for individual sites.

基岩和岩体的可蚀性是理解地貌发育、景观演化建模和工程应用的重要参数。然而,复杂的岩土力学性质和直接量化可蚀性的困难限制了对侵蚀过程的理论认识和预测。已经提出了几种替代方法来评估河流冲击侵蚀的基岩可蚀性。然而,这些替代方法都没有经过直接实验室或现场测量的严格基准测试。在这里,我们评估了文献中描述的代理方法在河流冲击侵蚀定量预测中的有用性。我们比较了四种替代方法——莫氏硬度、施密特锤回弹值、Annandale可蚀性指数和塞尔比分数——与侵蚀磨测量的可蚀性实验室数据。我们使用三个统计参数来评估这些方法:Kendall's tau和Spearman's rho秩相关系数,以及指数拟合后的R2。我们区分了三种需要增加相关性强度的应用程序。它们是(i)趋势检测(根据数据的相对可蚀性对数据组进行分类),(ii)定量排序(可以定量评估数据组的相对可蚀性)和定量预测(可以定量评估单个站点的可蚀性)。莫氏硬度法、施密特锤法和Annandale法适用于趋势检测,而Selby法则不适用。这些方法都不适合定量预测。因此,没有一种方法是估算特定地点河流基岩侵蚀的可蚀性的合适代理。对于定量排序,我们建议使用莫氏硬度或施密特锤测量,因为(i)与磨坊测量的可蚀性相关,(ii)它们在现场应用的易用性和快速性,以及(iii)所需培训的最少。在应用这些方法时,调查人员应该从许多地点的相同和不同岩性单元中获得数据。然后,结果可以用于批量评估,但不能用于单个站点。
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引用次数: 0
Controls on glacial kettle morphology 冰川水壶形态的控制因素
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-20 DOI: 10.1002/esp.6030
Jillian S. Prescott, Lucas K. Zoet, Dougal D. Hansen, Shanti B. Penprase, J. Elmo Rawling III

Glacial kettles are surficial depressions that form in formerly glaciated terrain when buried stagnant ice melts within pro-glacial sediments, often deposited by meltwater streams. Kettles, like other glacial landforms, provide insight into the impact of climate on landscape evolution, such as the extent and timing of glaciations. The geometry of kettle features is variable, but existing theory does not explain the range of observed morphologies. Our study aims to establish a quantitative relationship between the depth of ice burial and the resulting morphology of terrain collapse in kettle depressions. To do so, we simulated kettle formation in the laboratory by burying ice spheres of four sizes in well-sorted coarse sand at four different depths. As the spheres melt at room temperature, a glacial kettle analog forms at the surface. We scanned the resulting kettle topography with a portable LiDAR scanner to produce 3D digital elevation models of each depression, from which we measured each depression's depth and width and, in one instance, the time series of kettle formation. Using this data, we quantified the relationship between the sphere diameter, burial depth and resulting dimensions of the kettle by developing a set of equations, which we then applied to full-scale features. Our results indicate that ice burial deeper than one sphere diameter corresponds to a decrease in depression depth and an increase in depression width. This application offers insight into the interdependence of ice burial depth and kettle geometry.

冰川壶是在前冰川沉积物(通常由融水流沉积)中埋藏的停滞冰融化时形成的地表洼地。像其他冰川地貌一样,壶状地貌提供了对气候对景观演变的影响的见解,例如冰川的范围和时间。水壶的几何特征是可变的,但现有的理论并不能解释观察到的形态范围。我们的研究旨在建立冰埋深度与壶状洼地地形塌陷形态之间的定量关系。为此,我们在实验室模拟了水壶的形成,将四种大小的冰球埋在四种不同深度的分类良好的粗砂中。当这些球体在室温下融化时,表面就会形成类似于冰壶的东西。我们使用便携式激光雷达扫描仪扫描得到的壶形地形,生成每个凹陷的3D数字高程模型,从中测量每个凹陷的深度和宽度,在一个实例中,还测量了壶形形成的时间序列。利用这些数据,我们通过建立一组方程来量化球体直径、埋藏深度和水壶尺寸之间的关系,然后将其应用于全尺寸特征。结果表明,当冰埋深度大于一个球直径时,凹陷深度减小,凹陷宽度增大。这个应用程序提供了深入了解冰埋深度和水壶几何形状的相互依存关系。
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引用次数: 0
Assessing open-access digital elevation models for hydrological applications in a large scale plain: Drainage networks, shallow water bodies and vertical accuracy 评估大尺度平原水文应用的开放获取数字高程模型:排水网络、浅水体和垂直精度
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-20 DOI: 10.1002/esp.6035
Ailé Selenne Golin, Hugo Ramiro Páez Campos, Cristian Guevara Ochoa, Claudia Fernanda Dávila, Luis Sebastián Vives

This study evaluated six open-access digital elevation models (DEMs) for the Del Azul Creek Basin in the Argentine Chaco-Pampean Plain: Shuttle Radar Topography Mission, Advanced Land Observing Satellite Phased Array L-Band Synthetic Aperture Radar, TerraSAR-X Add-On for Digital Elevation Measurements (TanDEM-X), NASADEM Global DEM, Forest and Building height biases were removed from Copernicus GLO 30 DEM V1-0 (FABDEM), and TanDEM-X 30 m Edited DEM (EDEM). Statistical metrics were calculated for (i) residuals between DEMs and the Ice, Cloud and Land Elevation Satellite-2 (ICESat-2); (ii) the minimum distance between DEM-derived drainage networks and those from the Buenos Aires Provincial Water Authority; and (iii) DEM-derived slopes in shallow water bodies compared with the Joint Research Centre's Global Surface Water Mapping product. Analyses were performed for four elevation and seven slope bands. TanDEM-X had the smallest errors compared to ICESat-2 (median 0.19 m, NMAD 0.38 m), followed by FABDEM (median 0.31 m, NMAD 0.23 m). EDEM performed best in drainage networks (median 99.45 m, NMAD 117.16 m), followed by FABDEM. In general, the vertical error increased with elevation and the accuracy of the drainage network estimates improved. The vertical accuracy decreased with steeper slopes, with FABDEM performing the best across all slope ranges. FABDEM exhibited the best performance in determining seasonally dispersed shallow water bodies, demonstrating its overall usefulness for hydrological applications in large-scale plains characterized by aeolian geoforms of lowland accumulation and erosion. Assessing freely available products provides valuable resources for researchers and professionals and can guide decision making for managing hydrological resources, including flood risk and infrastructure development.

本研究评估了阿根廷查科-潘潘亚平原Del Azul Creek盆地的六种开放获取数字高程模型(DEM):航天飞机雷达地形任务、先进陆地观测卫星相相阵l波段合成孔径雷达、TerraSAR-X数字高程测量附加组件(TanDEM-X)、NASADEM全球DEM、森林和建筑物高度偏差从哥白尼GLO 30 DEM V1-0 (FABDEM)和TanDEM-X 30 m编辑DEM (EDEM)中去除。计算了dem与冰、云和陆地高程卫星-2 (ICESat-2)之间的残差的统计度量;(ii)来自dem的排水网络与来自布宜诺斯艾利斯省水务局的排水网络之间的最小距离;(三)与联合研究中心的全球地表水制图产品比较浅水水体dem计算的坡度。对四个高程带和七个坡度带进行了分析。与ICESat-2相比,TanDEM-X误差最小(中值0.19 m, NMAD 0.38 m),其次是FABDEM(中值0.31 m, NMAD 0.23 m), EDEM在排水网络中表现最佳(中值99.45 m, NMAD 117.16 m),其次是FABDEM。总体上,垂直误差随海拔升高而增大,水系网估算精度提高。垂直精度随坡度的增大而降低,在所有坡度范围内,FABDEM的表现最好。FABDEM在确定季节性分散的浅水水体方面表现最好,表明其在以低地堆积和侵蚀的风成地貌为特征的大尺度平原上的水文应用总体上是有用的。评估免费提供的产品为研究人员和专业人员提供了宝贵的资源,并可以指导管理水文资源的决策,包括洪水风险和基础设施发展。
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引用次数: 0
Anatomy of a deep Piedmont critical zone: Evaluating hypotheses on regolith depth controls through comparison of ridge and valley boreholes 深山前临界带的解剖:通过山脊和山谷钻孔的比较评价关于风化层深度控制的假设
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-19 DOI: 10.1002/esp.6034
Cassandra L. Cosans, Jorden L. Hayes, Bradley J. Carr, Steven Holbrook, Ciaran J. Harman

Controls on the physical and chemical architecture of the subsurface critical zone are somewhat controversial, with multiple hypotheses proposed to account for variations in the depth of weathering between sites, and with landscape position at a site. In the Piedmont region of the Mid-Atlantic US weathering of crystalline bedrock has been observed to extend tens of meters below the surface and groundwater in a'bow-tie’ shape – i.e. weathering extends to lower elevations below ridges than below channels. The chemical and physical structure of a hillslope transect in the Maryland Piedmont was explored with a 45 m borehole in the ridge, as well as shallow bedrock boreholes at the toe of the slope and valley. Chemical weathering fronts were characterized using elemental abundances and mineralogical analysis. The ridge borehole did not extend deeper than the chemically and physically weathered rock. Surface and borehole geophysics and density measurements were used to characterize the weathered rock and saprolite. Na and Ca results suggest that plagioclase feldspar weathering is similar between samples collected from 45 m under the ridge and 2.2 m under the valley bottom. A narrow Fe oxidation garnet weathering front co-insides with the transition from weathered bedrock to saprolite, suggesting that this reaction may generate initial saprolite porosity. Muscovite weathering co-occurs with complete depletion of plagioclase a few meters above the Fe oxidation front. These nested weathering fronts in the saprolite appear to follow a subdued version of the surface topography. The location and shape of the nested saprolite weathering fronts may be controlled by the feedback between the transport of reactants and solutes and reaction-generated porosity, consistent with the conceptual “valve” hypothesis. Differing dominant control mechanisms on deep bedrock weathering and saprolite initiating reactions may explain the thickness and structure of the critical zone at our site.

对地下临界区物理和化学结构的控制存在一定争议,有多种假说可以解释不同地点风化深度的变化,以及地点景观位置的变化。在美国大西洋中部的皮德蒙特地区,已观察到结晶基岩的风化延伸至地表以下数十米处,地下水呈 "领结 "状--即风化延伸至山脊以下的海拔低于沟渠以下的海拔。通过在山脊上钻探 45 米深的钻孔,以及在坡脚和山谷钻探浅基岩钻孔,对马里兰皮德蒙特山坡横断面的化学和物理结构进行了勘探。利用元素丰度和矿物学分析确定了化学风化前沿的特征。山脊钻孔的深度没有超过化学和物理风化岩石。地表和钻孔地球物理和密度测定用于描述风化岩和边长岩的特征。Na和Ca的测量结果表明,从山脊下45米处和谷底下2.2米处采集的样本中,斜长石风化情况相似。在从风化基岩向钠长石过渡的过程中,有一个狭窄的铁氧化石榴石风化前沿,这表明这一反应可能会产生最初的钠长石孔隙度。在铁氧化锋面上方几米处,云母风化与斜长石的完全耗竭同时发生。边长岩中的这些嵌套风化锋似乎与地表地形相一致。嵌套的钠长石风化锋的位置和形状可能是由反应物和溶质的迁移与反应产生的孔隙度之间的反馈控制的,这与概念上的 "阀门 "假说是一致的。对深部基岩风化和钠长石引发反应的不同主导控制机制可能解释了我们地点临界区的厚度和结构。
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引用次数: 0
Combining electrical resistivity tomography and passive seismic to characterise the subsurface architecture of a deeply weathered lateritic hill within the Avon River critical zone observatory 结合电阻率层析成像和被动地震,确定雅芳河临界区观测站内一座深风化红土丘陵的地下结构特征
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-19 DOI: 10.1002/esp.6026
Jessie Weller, Sara Jakica, Sally Thompson, Matthias Leopold

Observing the subsurface architecture of the deep Critical Zone (CZ), which lies beyond the uppermost layer of accessible soil, is a complex but crucial task. Near-surface geophysics offers an alternative to accessing the deep CZ at scales relevant to fluid, nutrient and gas transport. As geophysical instruments are sensitive to different subsurface physical properties, their combination can enhance insight into CZ architecture. However, the agreement between and complementarity of multiple geophysical techniques has not been widely assessed for CZ-related questions. This study employed geophysics to image a highly weathered lateritic hill rich in iron oxides developed from Archean granite within the Avon River Critical Zone Observatory, Western Australia. Data gathered from an electrical resistivity tomography (ERT) and horizontal-to-vertical-spectral-ratio (HVSR) passive seismic transect were used to visualise CZ architecture through specific resistivity values and ambient noise contrasts. Both techniques revealed a notable degree of lateral variability consistent with the formation of the ~3–4 m thick duricrust-capped hilltop, the creation of gullies in the sodic material of the pallid zone exposed along the slope and the deposition of ~11 m thick colluvial sediment at the foot slope. Calculated bedrock depth was consistent between the HVSR and ERT instruments along the hilltop plateau but varied from ~23 m to 31 m on the slope and 32 m to 39 m at the foot slope, respectively. Overall, the vertical variation depicted by the ERT, including the differentiation of two layers within the lateritic weathering profile - the pallid zone and saprolite – made up for the inaccuracy of the HVSR technique in depicting layers of similar composition. Moreover, the HVSR method clearly depicted bedrock depth, overcoming the partial masking of the bedrock by saline groundwater in the ERT model. The complementarity of these two methods allowed the development of a detailed conceptual model of subsurface CZ architecture within a saline lateritic weathering profile.

深层临界带(CZ)位于可达土壤的最上层之外,观测其地下结构是一项复杂而关键的任务。近地表地球物理提供了一种在与流体、营养物和气体输送相关的尺度上进入深层CZ的替代方法。由于地球物理仪器对不同的地下物性敏感,它们的组合可以增强对CZ结构的了解。然而,多种地球物理技术之间的一致性和互补性尚未得到广泛评价。这项研究利用地球物理技术,在西澳大利亚的埃文河临界带观测站内,对一个由太古代花岗岩形成的富含氧化铁的高度风化红土山丘进行了成像。利用电阻率层析成像(ERT)和水平-垂直频谱比(HVSR)被动地震样带收集的数据,通过特定的电阻率值和环境噪声对比来可视化CZ建筑。两种技术都揭示了显著程度的横向变异,这与~ 3-4 m厚的硬壳覆盖的山顶的形成、沿坡暴露的灰白带的钠质物质的沟槽的形成以及~11 m厚的崩积沉积物在坡脚的沉积相一致。HVSR和ERT计算的基岩深度沿坡顶方向基本一致,但坡面上为~23 ~ 31 m,坡脚处为32 ~ 39 m。总的来说,ERT所描绘的垂直变化,包括红土风化剖面中两层的分化——苍白带和腐岩——弥补了HVSR技术在描绘相似组成层时的不准确性。此外,HVSR方法清晰地描绘了基岩深度,克服了ERT模型中含盐地下水对基岩的部分遮蔽。这两种方法的互补性使盐渍红土风化剖面中地下CZ结构的详细概念模型得以发展。
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引用次数: 0
Morphology and dynamics of thermokarst ponds in a subarctic permafrost peatland, northern Sweden 瑞典北部亚北极永久冻土泥炭地热卡斯特池塘的形态和动态变化
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-17 DOI: 10.1002/esp.6021
Fabian Seemann, A. Britta K. Sannel

Rapid climatic changes cause permafrost to thaw, initiating thermokarst landforms such as lakes and ponds. These waterbodies cover large extents of the northern circumpolar permafrost region and are significant sources of greenhouse gases. For the assessment of current and potential future waterbody development, continuous monitoring and analyses of the driving factors are required. In Dávvavuopmi, a permafrost peatland located in the sporadic permafrost zone of northern Sweden, high-resolution imagery of the first two decades of the 21st century is available. This study combined field, GIS and statistical methods to explain spatiotemporal pond dynamics by investigating pond morphology and regional climate characteristics. Erosion affected 42% of the shorelines, and the erosion intensity was significantly correlated with the height and slope of bluffs facing the waterbodies. Along some sections, active erosion was causing shoreline retreat, but the dominant trend in this landscape was pond drainage and terrestrialisation/fen vegetation ingrowth. Between 2003 and 2021 the thermokarst pond area and number decreased by 6%/decade and 27%/decade, respectively. Inter- and intra-annual climatic parameters could not be directly linked to thermokarst pond dynamics. Instead, the climate conditions (MAAT/snow depth) control permafrost degradation, causing enhanced hydrological connectivity in the landscape, which drives the pond drainage trend.

气候的急剧变化导致永久冻土融化,形成湖泊和池塘等热喀斯特地貌。这些水体覆盖了环北极永久冻土区北部的大片区域,是温室气体的重要来源。为了评估当前和未来潜在的水体发展情况,需要对驱动因素进行持续监测和分析。Dávvavuopmi 是位于瑞典北部零星永久冻土带的永久冻土泥炭地,这里有 21 世纪前 20 年的高分辨率图像。这项研究结合了实地、地理信息系统和统计方法,通过调查池塘形态和区域气候特征来解释池塘的时空动态。42%的海岸线受到侵蚀影响,侵蚀强度与水体面临的悬崖高度和坡度有显著相关性。在某些地段,活跃的侵蚀正在导致海岸线后退,但该地貌的主要趋势是池塘排水和陆地化/沼泽植被生长。从 2003 年到 2021 年,恒温池塘的面积和数量每十年分别减少 6% 和 27%。年际和年内气候参数无法直接与恒温池塘动态联系起来。相反,气候条件(MAAT/雪深)控制着永久冻土的退化,导致景观中的水文连通性增强,从而推动了池塘排水趋势。
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引用次数: 0
A method for segmentation of pebble images in the presence of shadows 一种有阴影的卵石图像分割方法
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-15 DOI: 10.1002/esp.6027
Alessandro Cattapan, Alessia Gurini, Paolo Paron, Francesco Ballio, Mário J. Franca

The quantification of pebble shape has been of interest to geomorphologists for decades. Several authors developed parameters to describe pebble shapes from their images. The extraction of this information from images involves two steps: the segmentation of pebble contours and the application of a computational geometry algorithm to estimate shape parameters. When images are taken in the field, unavoidable shadows might hinder the possibility of using automatic segmentation methods. This paper introduces a new method for automatic segmentation of pebbles that improves segmentation accuracy in the presence of shadows. The method is based on the Canny edge detection algorithm which uses a double thresholding process to provide a classification of the strength of the detected edges. The proposed method applies this algorithm with an ensemble of thresholding values, estimating, for each pixel, the probability of being an edge. The resulting pebble contours were analysed using two computational geometry algorithms to obtain shape parameters. The algorithm was calibrated on a sample of five pebbles and then validated on a sample of 1696 pebbles. Its accuracy has been estimated by comparing the resulting shape parameters with those obtained using reference software, which was used as ground truth (GT). The proposed segmentation method was capable of accurately segmenting around 91% of the sample with a relative error for roundness of −1.7% and −0.4%; for elongation of −0.2% and −0.3% and for circularity of 0.2% and 0.1%, when shape parameters were computed using the algorithms of Zheng or Roussillon, respectively. The method could therefore be used to segment images of pebbles collected in the field with low contrast and shadowing, providing comparable accuracy with ‘manual’ segmentation, while removing operator bias.

几十年来,地貌学家一直对卵石形状的量化感兴趣。几位作者根据他们的图像开发了一些参数来描述鹅卵石的形状。从图像中提取这些信息包括两个步骤:分割鹅卵石轮廓和应用计算几何算法估计形状参数。当在野外拍摄图像时,不可避免的阴影可能会阻碍使用自动分割方法的可能性。本文介绍了一种新的鹅卵石自动分割方法,提高了阴影存在下的分割精度。该方法基于Canny边缘检测算法,该算法使用双阈值处理对检测边缘的强度进行分类。该方法将该算法应用于阈值集合,对每个像素估计为边缘的概率。利用两种计算几何算法对生成的卵石轮廓进行了分析,以获得形状参数。该算法在5个鹅卵石样本上进行了校准,然后在1696个鹅卵石样本上进行了验证。通过与参考软件得到的形状参数进行比较,对其精度进行了估计,并将其作为地面真值(GT)。所提出的分割方法能够准确分割约91%的样本,圆度的相对误差为- 1.7%和- 0.4%;伸长率为- 0.2%和- 0.3%,圆度为0.2%和0.1%,分别使用Zheng或Roussillon算法计算形状参数。因此,该方法可用于在低对比度和阴影的情况下分割现场收集的鹅卵石图像,提供与“手动”分割相当的精度,同时消除了操作员的偏见。
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引用次数: 0
Trench investigation to quantify debris flow activity for landslide hazard mapping in populated areas: Lessons learned from Gol, southern Norway 为绘制人口密集地区滑坡危害图而进行沟槽调查,以量化泥石流活动:挪威南部戈尔的经验教训
IF 2.8 3区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-11-15 DOI: 10.1002/esp.6028
Raymond S. Eilertsen, Kari Sletten, Gro Sandøy, Reginald Hermanns, Anders Romundset, Lena Rubensdotter

We here describe the results of stratigraphic and sedimentological examinations of debris flow deposits at Breidokk, Gol, southern Norway. The deposits are situated at the valley floor, below a steep slope with three large and several smaller debris flow channels incised into the thick till cover. The study area is populated and with abundant infrastructure such as roads, public and private buildings and other types of infrastructure, including underground water pipes and cables. Six, 10–15 m long and 1–3 m deep trenches were dug out with an excavator and examined. The sediments in the trenches consist of moraine-, glaciofluvial/fluvial- and debris flow deposits. The latter consist of matrix supported, unsorted, massive beds from 1 cm to more than 1 m in thickness, with clasts up to 80 cm in diameter. A total of 16 post glacial debris flow beds are identified in five of the six trenches, representing a minimum of eight individual debris flow events. This is probably an underestimation of the debris flow activity through postglacial times as the location of the trenches was in large determined by infrastructure and were not optimally placed for mapping all debris flow deposits in the area. Also, correlation between trenches proved difficult. A total of 37 radiocarbon ages of buried soil and other organic material situated above and below debris flow deposits, together with the sedimentological and stratigraphical interpretation, show that debris flow activity has prevailed throughout the Holocene, also within the last 1000 years. A possible increase in activity within the last 3–4000 years BP has been noted. This is important knowledge to aid in the interpretation of the Quaternary history of the area but also to determine the hazard zones.

我们在这里描述了在挪威南部Gol的Breidokk泥石流沉积物的地层学和沉积学检查结果。这些沉积物位于山谷底部,在一个陡坡下,有三个大的和几个小的泥石流通道切入厚厚的覆盖层。研究区域人口密集,基础设施丰富,如道路、公共和私人建筑以及其他类型的基础设施,包括地下水管和电缆。用挖掘机挖出了6个长10 ~ 15米、深1 ~ 3米的壕沟,并进行了检查。海沟中的沉积物由冰碛、冰川/河流和泥石流沉积物组成。后者由基质支撑、未分选的块状层组成,厚度从1厘米到1米多不等,碎屑直径可达80厘米。在六个沟中的五个沟中发现了16个冰川后的泥石流床,代表了至少8个单独的泥石流事件。这可能是对冰川后时期泥石流活动的低估,因为海沟的位置很大程度上是由基础设施决定的,并不是绘制该地区所有泥石流沉积物的最佳位置。此外,壕沟之间的相关性也被证明是困难的。对泥石流沉积物上方和下方的埋藏土壤和其他有机物的37个放射性碳年龄,以及沉积学和地层学解释,表明泥石流活动在整个全新世盛行,也在过去的1000年里。已经注意到,在过去3-4000年BP期间,活动可能有所增加。这对于解释该地区的第四纪历史非常重要,同时也有助于确定危险区。
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Earth Surface Processes and Landforms
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