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Glacial cirque identification based on Convolutional Neural Networks 基于卷积神经网络的冰川峡谷识别技术
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-24 DOI: 10.1016/j.geomorph.2024.109472
Dongxue Mao , Yingkui Li , Qiang Liu , Iestyn D. Barr , Ian S. Evans
Cirques provide important information about the palaeoclimate conditions that produced past glaciers. However, mapping cirques is challenging, time-consuming, and subjective due to their fuzzy boundaries. A recent study tested the potential of using a deep learning algorithm, Convolutional Neural Networks (CNN), to predict boundary boxes containing cirques. Based on a similar CNN method, RetinaNet, we use a dataset of >8000 cirques worldwide and various combinations of digital elevation models and their derivatives to detect these features. We also incorporate the Convolutional Block Attention Module (CBAM) into RetinaNet for training and prediction. The precision of cirque detection with or without the addition of the CBAM is evaluated for various input data combinations, and training sample sizes, based on comparison with mapped cirques in two test areas on the Kamchatka Peninsula and the Gangdise Mountains. The results show that the addition of CBAM increases the average precision by 4–5 % (p < 0.01), and the trained model can detect the cirque boundary boxes with high precision (84.7 % and 87.0 %), recall (94.7 % and 86.6 %), and F1 score (0.89 and 0.87), for the two test areas, respectively. The inclusion of CBAM also significantly reduces the number of undetected cirques. The model performance is affected by the quantity and quality of the training samples: the performance generally increases with increasing training samples and a training dataset of 6000 cirques produces the best results. This trained model can effectively detect boundary boxes that contain cirques to help facilitate subsequent cirque outline extraction and morphological analysis.
岩圈提供了有关过去冰川形成的古气候条件的重要信息。然而,绘制冰川圆环具有挑战性、耗时,而且由于其边界模糊而具有主观性。最近的一项研究测试了使用深度学习算法--卷积神经网络(CNN)--预测包含海圈的边界框的潜力。基于类似的 CNN 方法 RetinaNet,我们使用全球 8000 个海蚀圈数据集和数字高程模型及其衍生物的各种组合来检测这些特征。我们还在 RetinaNet 中加入了卷积块注意力模块(CBAM),用于训练和预测。通过与堪察加半岛和冈底斯山脉两个测试区域的绘制地图上的盘旋地貌进行比较,评估了在不同输入数据组合和训练样本大小的情况下,是否添加了 CBAM 的盘旋地貌检测精度。结果表明,加入 CBAM 后,平均精度提高了 4-5 %(p <0.01),在两个测试区域,训练后的模型可以分别以较高的精度(84.7 % 和 87.0 %)、召回率(94.7 % 和 86.6 %)和 F1 分数(0.89 和 0.87)检测到盘旋边界框。CBAM 的加入还大大减少了未检测到的圈层数量。模型的性能受训练样本数量和质量的影响:性能通常随着训练样本的增加而提高,6000 个圆圈的训练数据集产生的结果最好。这种训练有素的模型可以有效地检测出包含圆环的边界框,从而有助于后续的圆环轮廓提取和形态分析。
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引用次数: 0
Understanding sediment and carbon accumulation in macrotidal minerogenic saltmarshes for climate resilience 了解大潮汐成矿盐沼中的沉积物和碳积累,提高气候适应能力
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-23 DOI: 10.1016/j.geomorph.2024.109465
Amann Benjamin , Chaumillon Eric , Bertin Xavier , Pignon-Mussaud Cécilia , Marie-Claire Perello , Christine Dupuy , Long Nathalie , Schmidt Sabine
Coastal saltmarshes play an essential role in providing services such as sediment and carbon storage, coastal protection and support for biodiversity. Despite their importance, understanding the factors controlling sediment and carbon accumulation in these minerogenic saltmarshes remains challenging due to their diversity and site-specific characteristics. Understanding the respective role of these drivers is essential for effective coastal management, particularly for mitigating the impacts of climate change. This study evaluates the control of forcing factors on the lateral and vertical morphological evolution and carbon burial rates of three minerogenic saltmarshes located on the French Atlantic coast (Pertuis Charentais region). By focusing on these sites, the study isolates specific factors such as wind and wave exposure, inundation frequency, and sediment availability, while minimizing confounding influences like climate and tidal range. Results reveal significant lateral expansion of saltmarsh boundaries towards the sea across all sites, with the highest rates of progradation observed in the protected areas influenced by geomorphological features such as sand spits and sheltered bay heads. Sediment and mass accumulation rates (SAR; MAR), derived from 210Pb and 137Cs profiles of sediment cores (n = 14), range from 0.48 to 2.22 cm yr−1, among the highest reported globally, with notable variability within and between sites. Inundation frequency and accommodation space explain SAR variability within sites, while sediment availability predominantly determines spatial differences in vertical accumulation rates between sites. Organic carbon burial rates range from 75 to 345 gC m−2 yr−1, and show a strong correlation with SAR (r = 0.9, p < 0.001, n = 13) but no dependence on carbon content or density (r = 0.2, p > 0.05, n = 13). This highlights the role of sediment input in the accumulation and sequestration of carbon by minerogenic saltmarshes. Furthermore, isotopic analysis indicates a marine source dominance in organic carbon sediment. This research provides insights into how different environmental conditions affect saltmarsh morphological evolution and carbon sequestration rates, informing targeted coastal management strategies focused on enhancing ecosystem resilience and climate resilience.
沿海盐沼在提供沉积物和碳储存、海岸保护和支持生物多样性等服务方面发挥着重要作用。尽管这些盐沼非常重要,但由于其多样性和特定地点的特点,了解控制这些成矿盐沼中沉积物和碳积累的因素仍然具有挑战性。了解这些驱动因素各自的作用对于有效的海岸管理,尤其是减轻气候变化的影响至关重要。本研究评估了位于法国大西洋沿岸(Pertuis Charentais 地区)的三个成矿盐沼的横向和纵向形态演化及碳埋藏率受力因素的控制情况。通过对这些地点的重点研究,该研究隔离了风浪暴露、淹没频率和沉积物可用性等特定因素,同时最大限度地减少了气候和潮差等混杂影响因素。研究结果表明,所有地点的盐沼边界都在向大海横向扩展,在受地貌特征(如沙嘴和避风湾头)影响的保护区,盐沼的扩展速度最快。从沉积物岩心(n = 14)的 210Pb 和 137Cs 剖面得出的沉积物和质量累积率(SAR;MAR)介于 0.48 至 2.22 厘米/年之间,属于全球报告的最高累积率之一,但地点内部和地点之间存在明显差异。淹没频率和容纳空间解释了地点内的 SAR 变异性,而沉积物的可用性则主要决定了地点间垂直累积率的空间差异。有机碳埋藏率从 75 gC m-2 yr-1 到 345 gC m-2 yr-1 不等,与 SAR(r = 0.9,p <0.001,n = 13)有很强的相关性,但与碳含量或密度(r = 0.2,p >0.05,n = 13)没有关系。这凸显了沉积物输入在成矿盐沼碳积累和固碳过程中的作用。此外,同位素分析表明,有机碳沉积物主要来自海洋。这项研究深入揭示了不同环境条件如何影响盐沼形态演变和固碳率,为重点增强生态系统恢复能力和气候适应能力的有针对性的沿海管理策略提供了信息。
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引用次数: 0
Constraining the origin of the Norwegian strandflat – The influence of isostatic and dynamic surface changes 确定挪威滩涂的起源--等静力和地表动态变化的影响
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-23 DOI: 10.1016/j.geomorph.2024.109484
Cecilia E. Nielsen , Jane L. Andersen , Annina Margreth , Ola Fredin , Vivi K. Pedersen
The Norwegian strandflat is a prominent low-relief bedrock surface found near sea level along most of the west coast of Norway. Its origin has been discussed throughout the last 130 years but is yet to be resolved. Some studies suggest that the strandflat represent a tropical weathering front of Mesozoic age that has since been buried and re-exhumed, while others relate its origin to Pleistocene periglacial and glacial processes and/or wave-induced weathering and erosion. Previous interpretations of the strandflat have considered postglacial isostatic uplift, but the impacts of isostatic changes due to glacial erosion and deposition, as well as dynamic surface changes driven by mantle convection, have been largely overlooked. Here we examine how geomorphological-driven isostatic changes and dynamic surface changes have influenced the land-surface elevation along the Norwegian coast during late Pliocene-Quaternary (the last ca. 3 million years). We employ quantitative estimates of glacial erosion and deposition to assess the flexural isostatic response from the resulting load changes. Our analyses show that patterns of geomorphic isostatic adjustments and dynamic surface changes are generally not reflected in the present elevation of the strandflat. Only the loading effect from the deposition of the North Sea Fan can clearly be correlated with the submerged strandflat found near Stad (∼62 °N). Our results imply that if the strandflat formed synchronously along the Norwegian coast as a flat surface at sea level, the strandflat we observe today must have developed after the majority of late Pliocene-Quaternary glacial erosion took place, but prior to the main deposition of the North Sea Fan. This would place strandflat formation within the last few glacial cycles, but before the Last Glacial Maximum (LGM). This inferred pre-LGM age of the strandflat is generally consistent with cosmogenic nuclide exposure ages and observed striations on the strandflat. Finally, we examine ice cover and land-surface changes relative to sea level during the last 80,000 years and find no extended periods favorable for synchronous strandflat formation across all regions along the Norwegian coast. This implies that either the strandflat is diachronous, or that the processes of formation have either been extremely fast under certain conditions or are independent of sea level, for instance related to glacial erosion.
挪威滩涂是挪威西海岸大部分地区海平面附近的一个突出的低凸基岩表面。在过去的130年中,人们一直在讨论它的起源,但至今仍未解决。一些研究表明,缕状平原是中生代时期的热带风化前沿,后来被掩埋并重新侵蚀,而另一些研究则认为其起源于更新世的围冰期和冰川过程和/或海浪引起的风化和侵蚀。以前对搁浅层的解释考虑了冰川期后的等静力抬升,但冰川侵蚀和沉积引起的等静力变化以及地幔对流驱动的地表动态变化的影响在很大程度上被忽视了。在此,我们研究了地貌驱动的等静力变化和地表动态变化是如何影响挪威海岸在上新世晚期-第四纪(过去约300万年)的地表高程的。我们对冰川侵蚀和沉积进行了定量估算,以评估由此产生的载荷变化所带来的挠曲等静压响应。我们的分析表明,地貌等静力调整和地表动态变化的模式一般不会反映在目前的滩涂海拔高度上。只有北海扇沉积所产生的荷载效应才能与斯塔德(北纬 62°)附近的沉没滩涂明确相关。我们的研究结果表明,如果搁浅滩是作为海平面上的一个平坦表面在挪威海岸同步形成的,那么我们今天看到的搁浅滩一定是在上新世晚期-第四纪冰川侵蚀作用大部分发生之后,但在北海扇的主要沉积作用之前形成的。因此,滩涂的形成应在最后几个冰川周期内,但在末次冰川大期(LGM)之前。这种推断的末次冰川大期之前的滩涂年龄与宇宙成因核素暴露年龄和观测到的滩涂条纹基本一致。最后,我们考察了过去8万年间冰盖和地表相对于海平面的变化,发现挪威沿岸所有地区都没有出现有利于滩涂同步形成的漫长时期。这意味着,要么滩涂是非同步的,要么其形成过程在某些条件下极为迅速,要么与海平面无关,例如与冰川侵蚀有关。
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引用次数: 0
Evaluating possible glacial modification in the Martian tropics near Gale crater using a new U-shaped valley metric 使用新的 U 形山谷度量法评估盖尔陨石坑附近火星热带地区可能发生的冰川变化
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-22 DOI: 10.1016/j.geomorph.2024.109454
Joshua M. Williams , Louis A. Scuderi , Paul D. Zimmer , Horton E. Newsom
Growing evidence supports the case for glacial processes within the equatorial regions of Mars. However, few examples of modeling or numerical analysis exist to support this hypothesis. Here we apply an automated method on valleys near Gale crater to extract morphometric data and analyze formative processes responsible for their current expression. The V-index utilized is a new robust method that is an alternative to traditional valley parabolic curve fits. This approach more easily characterizes irregular valley cross sections and thus aids in distinguishing between glacial and nonglacial forms. We applied this method along with standard power law and quadratic curve fits on valley cross sections along a 2300 km extent of the Martian tropics near Gale crater. Both V-index and power law b fit values suggest that the majority of the valleys are U-shaped and possibly created through glacial erosive processes. Further, V-index and power law b values plotted against elevation show a positive trend with higher V-index (glaciated) values associated with higher elevation. This suggests that an equilibrium-line altitude (ELA) may have existed at the time of valley formation. The timing of the formation of these U-shaped valleys is poorly defined. However, our initial crater statistics conducted within the study area suggest a young ∼1.05 (±0.25) Ga relative ages of the valley floors. Equatorial glaciers that produced these and other related glacial forms may be as old as the Hesperian to Amazonian transition (∼3 Ga) but more intriguingly may be associated with Amazonian equatorward migration of the Martian cryosphere during more recent periods of high obliquity oscillations.
越来越多的证据支持火星赤道地区存在冰川过程。然而,很少有建模或数值分析的实例来支持这一假设。在这里,我们对盖尔陨石坑附近的山谷采用了一种自动方法来提取形态计量数据,并分析造成其当前表现形式的形成过程。所使用的 V 指数是一种新的稳健方法,可以替代传统的山谷抛物线曲线拟合。这种方法更容易描述不规则山谷横截面的特征,因此有助于区分冰川和非冰川形态。我们将这种方法与标准幂律和二次曲线拟合方法一起应用于盖尔陨石坑附近火星热带 2300 公里范围内的山谷横截面。V 指数和幂律 b 拟合值都表明,大部分山谷呈 U 形,可能是通过冰川侵蚀过程形成的。此外,V 指数和幂律 b 值与海拔高度的关系图显示出一种正趋势,海拔高度越高,V 指数(冰川作用)值越高。这表明在山谷形成时可能存在一个平衡线高度(ELA)。这些 U 形山谷的形成时间尚不明确。不过,我们在研究区域内进行的初步火山口统计表明,谷底的相对年龄为 1.05 (±0.25) Ga。产生这些冰川和其他相关冰川形式的赤道冰川可能与黑斯佩尔向亚马逊过渡时期(∼3 Ga)一样古老,但更有趣的是,它们可能与火星冰冻圈在最近的高倾角振荡时期向赤道迁移有关。
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引用次数: 0
Response of estuarine morphology to storm surge barriers, closure dams and sea level rise 河口形态对风暴潮屏障、封坝和海平面上升的响应
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-21 DOI: 10.1016/j.geomorph.2024.109462
P.L.M. de Vet , B.C. van Prooijen , P.M.J. Herman , T.J. Bouma , D.S. van Maren , B. Walles , J.J. van der Werf , T. Ysebaert , E. van Zanten , Z.B. Wang
Storm surge barriers and closure dams influence estuarine morphology. Minimizing consequential ecological impacts requires a thorough understanding of the morphological adaptation mechanisms and associated time scales. Both are unraveled using three decades of morphological measurements on the adaptation of the Eastern Scheldt estuary (The Netherlands) to a storm surge barrier and closure dams. Both the storm surge barrier (through a decrease in cross-sectional area) and closure dams (inducing a reduction in surface area of the estuary) contributed to a reduction in tidal prism. As a smaller tidal prism implies a smaller equilibrium volume of the channels, the channels demand sediment to adjust. Consequently, by providing sediment to the channels, the intertidal flats erode. Erosion rates decreased while the sediment demand of the channels attenuated. This attenuation in sediment demand resulted mainly from tidal prism gains, caused by intertidal flat erosion and sea level rise. Erosion rates of the intertidal flats decreased further while they flattened to adapt to the reduced tidal velocities. Furthermore, storms caused erosion events, after which the long-term adaptation pace of intertidal flats suddenly reduced. Despite decreasing erosion, sea level rise enhances the drowning of intertidal flats in sediment-scarce estuarine systems, thereby pressuring these estuarine ecosystems and raising the need for mitigation measures.
风暴潮屏障和封坝会影响河口形态。要最大限度地减少对生态的影响,就必须全面了解形态适应机制和相关的时间尺度。我们利用三十年来对东斯海尔德河口(荷兰)适应风暴潮屏障和封坝的形态测量结果,揭示了这两种机制。风暴潮屏障(通过减少横截面积)和封坝(导致河口表面积减少)都有助于减少潮汐棱镜。由于较小的潮汐棱镜意味着河道的平衡容积较小,河道需要沉积物来调整。因此,通过向河道提供沉积物,潮间带滩地受到侵蚀。侵蚀率降低的同时,水道对沉积物的需求也在减少。泥沙需求量的减少主要是由于潮间带侵蚀和海平面上升导致潮汐棱镜增加。潮间带滩涂的侵蚀率进一步降低,同时潮间带滩涂变平,以适应降低的潮汐流速。此外,风暴造成的侵蚀事件之后,潮间带滩涂的长期适应速度突然降低。尽管侵蚀速度下降,但海平面上升加剧了沉积物稀少的河口系统中潮间带滩地的淹没,从而对这些河口生态系统造成压力,并提高了采取缓解措施的必要性。
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引用次数: 0
Mechanism and controlling factors of mass transport complexes migration: A case study of the mass transport complexes in the taranaki deep water basin, New Zealand 质量迁移复合体迁移的机制和控制因素:新西兰塔拉纳基深水盆地物质迁移复合体案例研究
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-21 DOI: 10.1016/j.geomorph.2024.109464
Yongsheng Zhou , Wei Wu , Jianwei Feng , Guangxu Wang , Aihua Fu , Shiqin Liang , Lulu Wu , Qingchao Li , Weiqing Liu , Zhendong Feng , Changsong Lin , Panpan Chen , Jing Yu
Mass transport Complexes (MTCs) form significant sediment accumulations in continental slopes, hold key insights for natural hazard prediction and offshore oil exploration. This paper uses high-definition 3D seismic data to reconstruct the seismic geomorphology and sedimentary dynamics of MTCs, meticulously exploring the depositional systems of the Tanaraki Basin, New Zealand. It deciphers by kinematic notation, seismic faciess, quantifies megaclast morphological characteristics, in conjunction with the basal slope and channel structure development as the migration or kinematics of MTCs. Five seismic facies categories and dynamic traits—compression ridges, thrust faults, slides, grooves and slope terraces are distinguished in MTCs. Based on attributes maps and geomorphological interpretations, MTCs is segmented into four zones, showing combined effects of levée, basal slopes, and megaclast clusters on its migration. Lithological and topographical variations along these features modulate erosion properties and MTCs mobility, with base height shifts guiding local migration trajectories. The results of megaclast parameters in Zones 1 and 3 tune our understanding of stress patterns and directionality shifts, highlighting the complex dynamics at play. Notably, the differential motion triggered by levees instigates longitudinal shear zones. At critical migration disparities, MTCs fracture at these weak points, discharging pore pressure and filling fractures with fines, birthing “promontory” formations marked by low-amplitude fills. This work, therefore, establishes a groundbreaking migratory model that synthesizes the impacts of levees height, rock type variability, and megaclasts accumulation intensity, depicting a fragmented migration pattern. This study not only enriches our grasp of MTCs behavior in deep-water contexts but also furnishes a robust scientific foundation and predictive tool for gauging the hazards that MTCs may pose to underwater structures, thus carrying substantial theoretical and applied significance.
质量输运复合体(MTCs)是大陆坡上重要的沉积物堆积,对自然灾害预测和近海石油勘探具有重要意义。本文利用高清三维地震数据重建了 MTC 的地震地貌和沉积动力学,细致地探索了新西兰 Tanaraki 盆地的沉积系统。它通过运动学符号解译了地震面,量化了巨岩形态特征,并将基底斜坡和河道结构的发展与 MTC 的迁移或运动学结合起来。巨型断块岩有五种地震面类别和动力特征--压缩脊、推力断层、滑坡、沟槽和斜坡阶地。根据属性图和地貌解释,将 MTCs 划分为四个区,显示出剥离、基底斜坡和巨块群对其迁移的综合影响。这些地貌沿线的岩性和地形变化改变了侵蚀特性和 MTCs 的移动性,基底高度的变化引导着局部的迁移轨迹。1 号区和 3 号区的巨岩参数结果调整了我们对应力模式和方向性变化的理解,凸显了复杂的动态变化。值得注意的是,堤坝引发的差异运动造成了纵向剪切带。在临界迁移差异处,MTC 会在这些薄弱点断裂,释放孔隙压力并用细粒填充裂缝,从而形成以低振幅填充为特征的 "海角 "地层。因此,这项研究建立了一个开创性的迁移模型,综合了堤坝高度、岩石类型变化和巨岩堆积强度的影响,描绘了一种支离破碎的迁移模式。这项研究不仅丰富了我们对深水环境中 MTC 行为的掌握,还为衡量 MTC 可能对水下结构造成的危害提供了坚实的科学基础和预测工具,因此具有重要的理论和应用意义。
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引用次数: 0
Hydraulic geometry of Alpine streams channels 高山溪流河道的水力几何学
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-21 DOI: 10.1016/j.geomorph.2024.109470
A. Johannot, A. Recking
This paper aims to analyze and discuss what controls the geometry of incised alpine streams. For this, we construct a dataset comprising 39 cross-sections and the associated grain size measured in 10 rivers. We then examine each geometry to discuss the definition of bankfull and the associated hydraulics. We conclude that in these incised cross section, width remains nearly constant for a wide range of discharge, including discharges as low as discharge with an exceedance probability of 0.01 (discharge exceeded 3.65 days/yr). In particular, the hydraulics associated with geometric markers located in the lower part of each cross-section suggest that Parker's theory of a threshold forming Shields stress ratio τ*/τc* ≈ 1.5 established at bankfull for non-incised gravel bed rivers still keep its significance within the incised section. We suggest that the width W1.5 associated with the condition τ*/τc* ≈ 1.5 can be used as a reference width in alpine streams for river restoration or for risk management.
本文旨在分析和讨论是什么因素控制着高山切入溪流的几何形状。为此,我们构建了一个数据集,其中包括在 10 条河流中测量的 39 个断面和相关粒径。然后,我们研究了每种几何形状,讨论了满岸的定义和相关的水力学。我们得出的结论是,在这些切入断面中,宽度在很大的排水量范围内几乎保持不变,包括低至超标概率为 0.01 的排水量(超标排水量为 3.65 天/年)。特别是,与位于每个断面下部的几何标记相关的水力学结果表明,帕克的理论认为,非切入式砾石河床河流在满岸时形成的希尔兹应力比 τ*/τc* ≈ 1.5 的临界值在切入式断面中仍具有重要意义。我们建议,与 τ*/τc* ≈ 1.5 条件相关的宽度 W1.5 可作为高山河流的参考宽度,用于河流修复或风险管理。
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引用次数: 0
Understanding the role of topography on valley floor gully and hillslope gully development in cropland of the rolling hill region of northeast China 了解地形对中国东北连绵起伏丘陵地区耕地谷底沟壑和山坡沟壑发育的作用
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-20 DOI: 10.1016/j.geomorph.2024.109463
Yuhao Gao , Yifan Zhu , Junxi Chen , Yiting Huang , Yangbo He , Zhengchao Tian , Lirong Lin , Chongfa Cai , Jiazhou Chen
In regions with steep slopes, the classification of permanent gully (PG) into hillslope gullies (HG) and valley floor gullies (VG) was obvious before the study began. However, in the rolling hill region (slope < 5°), the difference between HG and VG was often overlooked. Moreover, there is no standardized approach for classifying gullies, which results in ambiguity regarding the impact of topography on various developmental stages of gullies and significantly impairs the effective management of gully erosion in the rolling hill region. We propose a remote sensing-based classification method to categorize 1081 PG into VG and HG in the cropland of the rolling hill region. The high-resolution satellite images (0.7 m) from 2010 and 2021 of all PGs were used to obtain the gully development rate and distribution patterns. Among these, 79 typical PGs were investigated using UAV to acquire high-resolution DEM (5 cm), which was used to analyze the relationship between the single or composite topographic factor and gully development rates. The results show that the proposed classification method can effectively recognize the VG and HG in the rolling hill region. The average length, area, and volume of the VG were found to be 2.31, 3.15, and 6.59 times that of the HG, respectively. The rate of gully head retreat, expansion area, and volume of the VG were also 1.59, 2.48, and 5.81 times faster than that of the HG, respectively. In HG and VG, the retreat rate of gully head (Δl) both showed a positive linear correlation with the distance from the gully head to the catchment divide (LA). The extension rate of gully area (Δa) was positively linearly and exponentially correlated with composite topographic factor SA (product of local slope (S) and contributing area above the gully head (A)). Additionally, the Δa of VG was strongly related to the shape and size of A, while the Δa of HG was strongly related to S. The gully volume expansion rate (ΔV) of both HG and VG was influenced by factors such as the existing size of the gully, the contributing area of the outlet (Ao), and the elevation difference from the outlet to the gully head (h). Hence, the changes in Δl and Δa for PG are primarily attributed to hydraulic erosion, while ΔV is influenced by both hydraulic and gravitational erosion. The study has shown the non-negligible influence of HG and VG in the rolling hill region. And the composite topographic factors can also better predict the PG development rate. This study contributes to the formulation of effective soil erosion prevention strategies and sustainable land management practices.
在陡坡地区,永久性冲沟(PG)分为山坡冲沟(HG)和谷底冲沟(VG),这在研究开始之前就很明显。然而,在连绵起伏的丘陵地区(坡度为 5°),HG 和 VG 的区别往往被忽视。此外,目前还没有标准化的沟壑分类方法,这导致地形对沟壑不同发育阶段的影响不明确,严重影响了连绵起伏丘陵地区沟壑侵蚀的有效治理。我们提出了一种基于遥感的分类方法,将连绵起伏丘陵地区耕地中的 1081 条 PG 分为 VG 和 HG 两类。利用 2010 年和 2021 年所有 PG 的高分辨率卫星图像(0.7 m),获得了沟壑发育率和分布模式。其中,利用无人机获取高分辨率 DEM(5 cm),对 79 个典型 PGs 进行了调查,用于分析单一或复合地形因子与沟壑发育率之间的关系。结果表明,所提出的分类方法能够有效识别起伏丘陵地区的 VG 和 HG。VG 的平均长度、面积和体积分别是 HG 的 2.31 倍、3.15 倍和 6.59 倍。VG 的沟头后退速度、扩展面积和体积也分别是 HG 的 1.59 倍、2.48 倍和 5.81 倍。在 HG 和 VG 中,沟头后退速率(Δl)均与沟头至汇水分界线(LA)的距离呈正线性相关。沟谷面积的扩展率(Δa)与复合地形因子 SA(当地坡度(S)与沟谷头以上的汇水面积(A)的乘积)呈正线性指数关系。此外,VG 的 Δa 与 A 的形状和大小密切相关,而 HG 的 Δa 则与 S 密切相关。HG 和 VG 的沟谷体积膨胀率 (ΔV)受沟谷的现有大小、出水口的汇水面积 (Ao) 以及出水口到沟顶的高差 (h) 等因素的影响。因此,PG 的 Δl 和 Δa 变化主要归因于水力侵蚀,而 ΔV 则受到水力和重力侵蚀的双重影响。研究表明,在连绵起伏的丘陵地区,HG 和 VG 的影响不容忽视。综合地形因素也能更好地预测 PG 的发展速度。这项研究有助于制定有效的水土流失预防策略和可持续的土地管理方法。
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引用次数: 0
The longer arc of channel recovery post-dam removal 水坝拆除后河道恢复的更长弧线
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-18 DOI: 10.1016/j.geomorph.2024.109442
Jordan F. Fields , Carl E. Renshaw , Evan N. Dethier , Francis J. Magilligan
Dam removals are opportunistic experiments to address fundamental questions about river recovery to disturbance. Previous studies have shown that gravel-bedded rivers are resilient with covariate adjustments to channel dimensions occurring rapidly in the wake of disturbance. Yet, beyond the cross section, at the reach or watershed-scale, adjustment appears to take much longer. Understanding of the longer arc of reach and watershed recovery is limited by the relatively few dam removals studies that include long-term monitoring. Here, we present results from a five-year dam removal study punctuated by an extreme flood and show that the initial, rapid response of a channel is driven by the prevailing hydrology whereas longer-term adjustments to morphology at the reach scale are driven by external forces imposed on the channel. We summarize these results by classifying various channel features as either ‘intrinsic channel properties’ that are rapidly adjustable by the prevailing hydrology or ‘extrinsic channel properties’ that respond over various time scales to external boundary conditions imposed on the channel by climate, vegetation, geology, and valley dimensions (extrinsic controls). We show that this framework applies to channel recovery beyond the former reservoir and thus may prove applicable to channel disturbances beyond dam removal, such as extreme floods.
水坝拆除是解决河流受干扰后恢复的基本问题的机会性实验。以往的研究表明,砾石河床的河流具有很强的恢复能力,在受到干扰后,河道尺寸会迅速发生协变量调整。然而,在横断面之外,在河段或流域尺度上,调整似乎需要更长的时间。由于包括长期监测在内的水坝拆除研究相对较少,因此对河段和流域恢复的较长弧度的理解受到了限制。在此,我们介绍了一项为期五年、以特大洪水为节点的水坝拆除研究的结果,结果表明,河道最初的快速反应是由当时的水文驱动的,而河段尺度上形态的长期调整则是由施加在河道上的外力驱动的。我们将各种河道特征归类为 "内在河道特征 "和 "外在河道特征","内在河道特征 "可由当时的水文条件快速调节,而 "外在河道特征 "则在不同的时间尺度上对气候、植被、地质和河谷尺寸等强加给河道的外部边界条件(外在控制)做出反应。我们的研究表明,这一框架适用于原水库以外的河道恢复,因此可能被证明适用于大坝拆除以外的河道干扰,如特大洪水。
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引用次数: 0
Aeolian dust dynamics in southern Central Asia revealed by the multi-timescale loess records in southern Tajikistan 塔吉克斯坦南部多时间尺度黄土记录揭示的中亚南部风沙动态
IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL Pub Date : 2024-10-17 DOI: 10.1016/j.geomorph.2024.109461
Yue Li , Yougui Song , Xinzhou Li , Xiaoxun Xie , Dimitris G. Kaskaoutis , Jovid Aminov , Sodiqjon Yatimov
Dust activity in Central Asia (CA) holds significant scientific interest due to their broad social and environmental impacts. Loess deposits in CA serve as crucial natural archives, recording regional atmospheric characteristics and dust dynamics. The oldest loess in CA has been discovered in southern Tajikistan. However, debates persist regarding the wind dynamics of the Tajikistan loess deposition, which motivates our current study. By analyzing grain sizes of the last glacial loess and previous loess records since 800 ka, we determined that the Tajikistan loess consisted of post-storm floating dust and fine-grained dust transported by the westerlies. The reduced grain sizes may indicate less frequent dust storms. Our results provided explanation for the influence of global ice volume changes on the dust dynamics in southern Tajikistan, primarily by modulating sea-level pressure differences between the Caspian Sea and Hindu Kush/Pamirs. These ice volume changes also intensified rapid atmospheric fluctuations in CA, suggesting a sensitive response of the latter to glacial boundary conditions. Moreover, although precipitation variations may influence dust activities, their impact appears to be minimal. Collectively, our findings offer vital insights into the formation of loess strata and the development of extensive modern loess landforms in southern CA.
中亚(CA)的沙尘活动具有广泛的社会和环境影响,因此在科学上具有重要意义。中亚地区的黄土沉积是重要的天然档案,记录着区域大气特征和沙尘动态。中亚最古老的黄土是在塔吉克斯坦南部发现的。然而,关于塔吉克斯坦黄土沉积的风力动态一直存在争议,这也是我们当前研究的动机。通过分析末次冰川期黄土的粒度和 800 ka 年以来的黄土记录,我们确定塔吉克斯坦黄土由风暴后的浮尘和西风带来的细粒尘埃组成。颗粒尺寸的减小可能表明沙尘暴的频率降低了。我们的研究结果解释了全球冰量变化对塔吉克斯坦南部沙尘动力学的影响,主要是通过调节里海和兴都库什/帕米尔之间的海平面压力差。这些冰量变化也加剧了中亚地区大气的快速波动,表明后者对冰川边界条件的敏感反应。此外,尽管降水变化可能会影响沙尘活动,但其影响似乎微乎其微。总之,我们的研究结果为了解黄土地层的形成和加利福尼亚南部广泛的现代黄土地貌的发展提供了重要的启示。
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引用次数: 0
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Geomorphology
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