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Four Years of Meander-Bend Evolution Captured by Drone-Based Lidar Reveals Lack of Width Maintenance on the White River, Indiana, USA 无人机激光雷达捕捉到的蜿蜒弯曲四年演变过程揭示了美国印第安纳州白河缺乏宽度维护的问题
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-06-07 DOI: 10.1029/2023JF007574
H. K. Martin, D. A. Edmonds, Q. W. Lewis

Meandering rivers experience fluctuations in width whenever riverbanks migrate in different directions or at different rates, which can be observed after individual floods. However, meandering rivers maintain approximately constant widths over decadal timescales. This implies some timescale below which width fluctuates as banks migrate independently, and above which width is maintained by a bank-coupling process. This coupling is thought to occur either as point bar deposition events induce cutbank erosion (bar-push), or as cutbank erosion events induce point bar deposition (bank-pull). This coupling, however, has been challenging to observe in natural rivers due to limited event-scale field data. We present results from a 4.5-year campaign with 22 drone-based lidar surveys of a single point bar and cutbank (∼0.35 km2 in area) on the White River near Worthington, Indiana, USA. The middle point bar experienced net erosion (5,400 m3), but net aggradation (17,100 m3) between 2019 and 2022 when including perennially submerged regions. This aggradation was less than the 35,700 m3 of cutbank erosion over the same period. Combined, we have observed widening (1.58 m/yr bend-averaged; 3.08 m/yr near apex) over the study period as point bar deposition has not kept up with cutbank erosion. Finally, we suggest that the difference between bar-push and bank-pull as width-maintenance mechanisms may not be resolvable by observing bend widening or narrowing alone without an advancement of current theory, such as determining a long-term equilibrium width and measuring deviations relative thereto.

每当河岸向不同方向或以不同速度迁移时,蜿蜒河流的宽度就会发生波动,这可以在个别洪水过后观察到。然而,蜿蜒河流的宽度在十年时间尺度内大致保持不变。这就意味着,在某个时间尺度以下,宽度会随着河岸的独立迁移而波动,而在这个时间尺度以上,宽度则由河岸耦合过程来维持。这种耦合作用被认为是在点状条带沉积事件诱发切岸侵蚀(条带推动)或切岸侵蚀事件诱发点状条带沉积(河岸拉动)时发生的。然而,由于事件尺度的实地数据有限,要在自然河流中观察到这种耦合关系非常困难。我们展示了对美国印第安纳州沃辛顿附近的白河上的一个点条石和切岸(面积为 0.35 平方公里)进行的为期 4.5 年、共 22 次无人机激光雷达勘测的结果。在 2019 年至 2022 年期间,中间点状浅滩经历了净侵蚀(5,400 立方米),但包括常年淹没区域在内,则经历了净退化(17,100 立方米)。这一增量小于同期 35,700 立方米的切岸侵蚀量。此外,我们还观察到,在研究期间,由于点状条石沉积跟不上切岸侵蚀的速度,河道有所加宽(弯曲平均宽度为 1.58 米/年;顶点附近宽度为 3.08 米/年)。最后,我们认为,如果不推进当前的理论,如确定长期平衡宽度并测量其偏差,仅通过观察弯曲的扩大或缩小,可能无法解决作为宽度维持机制的横杆推动和河岸拉动之间的差异。
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引用次数: 0
Changes in Late Pleistocene Dust Activity in the Southern Tibetan Plateau in Response to Orbital Precession and Mountain Glaciers 青藏高原晚更新世尘埃活动的变化与轨道前移和高山冰川的关系
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-06-01 DOI: 10.1029/2023JF007615
Liangqing Cheng, Hao Long, Zhi Zhang, Jingran Zhang, Zhong Chen, Yougui Song, Yubin Wu, Pingcuo Luobu, Linhai Yang, Zhibao Dong

The Tibetan Plateau (TP) serves not only as the “water tower” of Asia but also as an important source in the global atmospheric dust cycle. While our knowledge of modern dust activity and its impacts and interactions with climate change in the TP has greatly advanced in the past decades, the emission, transport, and deposition of dust on the geological time scale remains unclear. This study analyzed a 7.6-m thick sedimentary sequence consisting of loess and sand from the Yarlung Tsangpo River (YTR) valley in the southern TP. The sequence chronology was established using nineteen K-feldspar post-infrared infrared stimulated luminescence (pIRIR) ages, which ranged from 47.11 ± 1.95 to 116.65 ± 5.55 ka in a general stratigraphical order. The dust sedimentation rate and sorting coefficient of grain size were used to reflect dust activity and near-surface wind, respectively. The results indicated that dust activity in the southern TP is mainly regulated by the near-surface wind intensity and follows the variation pattern of precession, although the waxing and waning of mountain glaciers also affect the amplitude of dust activity. This pattern is not consistent with the Greenland dust record, which follows the variation pattern of obliquity. Therefore, dust accumulation in the southern TP is concluded to be primarily controlled by the South Asian winter monsoon (SAWM) forced by precession, whereas dust accumulation in Greenland is closely related to the intensity of the high-level westerlies forced by obliquity.

青藏高原不仅是亚洲的 "水塔",也是全球大气尘埃循环的重要来源。在过去的几十年中,我们对青藏高原现代尘埃活动及其与气候变化的影响和相互作用的认识有了很大的进步,但尘埃在地质时间尺度上的排放、迁移和沉积情况仍不清楚。本研究分析了大洋洲南部雅鲁藏布江(YTR)河谷的一个 7.6 米厚的沉积序列,该序列由黄土和砂土组成。利用 19 个 K 长石红外后激发发光(pIR)年龄建立了序列年代学,这些年龄按一般地层顺序介于 47.11 ± 1.95 ka 至 116.65 ± 5.55 ka 之间。尘埃沉积速率和粒度分选系数分别用来反映尘埃活动和近地表风。结果表明,南部TP地区的沙尘活动主要受近地面风力强弱的调节,并遵循前震变化规律,但山地冰川的消长也会影响沙尘活动的幅度。这一模式与格陵兰岛的尘埃记录不一致,后者遵循的是斜度变化规律。因此,可以得出结论,南部大洋洲的沙尘累积主要受南亚冬季季风的控制,而格陵兰岛的沙尘累积则与高纬度西风的强度密切相关。
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引用次数: 0
Modeling Heat Transfer for Assessing the Convection Length in Ventilated Caves 建立传热模型以评估通风洞穴中的对流长度
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-05-28 DOI: 10.1029/2024JF007646
Amir Sedaghatkish, Claudio Pastore, Frédéric Doumenc, Pierre-Yves Jeannin, Marc Luetscher

The present study focuses on heat transfer in ventilated caves for which the airflow is driven by the temperature contrast between the cave and the external atmosphere. We use a numerical model that couples the convective heat transfer due to the airflow in a single karst conduit with the conductive heat transfer in the rock mass. Assuming dry air and a simplified geometry, we investigate the propagation of thermal perturbations inside the karst massif. We perform a parametric study to identify general trends regarding the effect of the air flowrate and conduit size on the amplitude and spatial extent of thermal perturbations. Numerical results support the partition of a cave into three regions: (a) a short (few meters) diffusive region, where heat mainly propagates from the external atmosphere by conduction in the rock mass; (b) a convective region where heat is mainly transported by the air flow; (c) a deep karst region characterized by quasi-constant temperatures throughout the year. Numerical simulations show that the length of the convective region is approximately proportional to the amplitude of the flowrate annual fluctuations divided by the square root of the cave radius. This result is tested against field data from a mine tunnel and two caves. Our study provides first estimates to identify climate sensitive regions for speleothem science and/or ecosystemic studies.

本研究的重点是通风洞穴中的热传递,在这种洞穴中,气流是由洞穴和外部大气之间的温度反差驱动的。我们使用一个数值模型,将单个岩溶导管中气流引起的对流传热与岩体中的传导传热结合起来。假设空气干燥且几何形状简化,我们研究了热扰动在岩溶岩体内部的传播。我们进行了参数研究,以确定空气流速和导管大小对热扰动振幅和空间范围影响的一般趋势。数值结果支持将洞穴划分为三个区域:(a) 短(几米)扩散区,热量主要通过岩体中的传导从外部大气传播;(b) 对流区,热量主要通过气流传播;(c) 深岩溶区,其特点是全年温度准恒定。数值模拟显示,对流区的长度与流速年波动幅度除以洞穴半径的平方根大致成正比。这一结果通过一个矿井隧道和两个洞穴的实地数据进行了检验。我们的研究为确定气候敏感区域提供了初步估算,可用于岩浆岩科学和/或生态系统研究。
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引用次数: 0
The Distribution Pattern of Ground Movement and Co-Seismic Landslides: A Case Study of the 5 September 2022 Luding Earthquake, China 地动与共震滑坡的分布模式:中国 2022 年 9 月 5 日泸定地震案例研究
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-05-27 DOI: 10.1029/2023JF007534
W. P. Li, Y. M. Wu, X. Gao, W. M. Wang, Z. H. Yang, H. J. Liu

Major earthquakes can cause extensive landsliding that poses a major threat to both property and human lives. In addition to co-seismically triggered ground failure, the earthquake-affected region remains vulnerable to landslides due to loosened and unstable materials and structures. Many researchers have studied landslide distributions and their controlling factors after earthquakes, but the function of ground motion is unclear. To investigate the connection in a strike-slip earthquake, we analyzed the 5 September 2022 Luding earthquake (Mw 6.6) in Sichuan Province, China. We interpreted remote-sensing images to obtain the landslide distribution before and after the earthquake, calculated surface deformation from D-InSAR data (pre- and post-earthquake), utilized a point-source model for the focal mechanism inversion, and then constructed a finite fault model for the rupture slip. There are clear differences in the landslide distributions on the two sides of the fault before and after the earthquake. The density of co-seismic landslides on the west side of the fault exceeded that on the east side. The patterns of surface deformation and ground motion indicated that the areas with larger deformation and motion were associated with more landslides. Furthermore, the landslide size decreased with distance from the fault. A new finding is that co-seismic landslides induced by strike-slip earthquakes result in high landslide concentration on both sides of the fault, while previous studies find that co-seismic landslides triggered by thrust earthquakes present a hanging wall concentrated distribution pattern. These findings contribute to a more comprehensive understanding of the connection between ground movement patterns and landslide distributions.

大地震会造成大面积山体滑坡,对财产和生命构成重大威胁。除了共震引发的地面破坏之外,受地震影响的地区仍然很容易因松动和不稳定的材料和结构而发生山体滑坡。许多研究人员对地震后的滑坡分布及其控制因素进行了研究,但对地面运动的作用尚不清楚。为了研究击滑地震中的关联,我们分析了中国四川省 2022 年 9 月 5 日发生的泸定地震(震级 6.6 级)。我们对遥感图像进行了判读,以获得地震前后的滑坡分布情况;利用 D-InSAR 数据计算了地表变形(震前和震后);利用点源模型对焦点机制进行了反演;然后构建了有限断层模型来计算破裂滑移。地震前后断层两侧的滑坡分布存在明显差异。断层西侧的同震滑坡密度超过了断层东侧。地表变形和地面运动模式表明,变形和运动较大的区域有较多的滑坡。此外,山体滑坡的规模随着与断层距离的增加而减小。一个新发现是,走向滑动地震引发的共震滑坡在断层两侧高度集中,而之前的研究发现,推力地震引发的共震滑坡呈现悬壁集中分布模式。这些发现有助于更全面地了解地动模式与滑坡分布之间的联系。
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引用次数: 0
Local Similarity Between Aeolian Barchan Dunes and Their Downsized Subaqueous Counterparts 爱奥里亚巴钦沙丘与缩小的水下沙丘之间的局部相似性
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-05-26 DOI: 10.1029/2023JF007617
Yang Zhang, Yuanwei Lin, Nan He, Xin Gao, Bin Yang

Aeolian barchan dunes on Earth and other planets have been widely investigated. Much of the understanding of barchan dune morphodynamics comes from field observations, numerical simulations, and downsized water-tunnel experiments as well. Many of the evolution of barchan dunes in water-tunnel experiments are similar to those of aeolian cases, although they have notable differences in scale, sand particle motion and hydrodynamic characteristics. Here, we first review the literature on the local similarities between aeolian and downsized subaqueous barchan dunes, focusing on (a) dune formation, (b) dune morphology, (c) particle-scale characteristics, and (d) sand/dune emission at horns. A comprehensive description of double-dune interaction modes is then presented to illustrate the local similarity of barchan dune morphodynamics. Specifically, as the interaction mode undergoes a process of “merging-splitting-chasing,” the similarity between the interaction modes of aeolian and downsized subaqueous dunes continuously decreases. Furthermore, we summarize the significance and limitations of downsized water-tunnel experiments for barchan dunes, and highlight the focus for future investigation.

对地球和其他行星上的风化巴山沙丘进行了广泛的研究。人们对巴山沙丘形态动力学的了解大多来自实地观测、数值模拟以及缩小的水隧道实验。在水隧道实验中,巴钦沙丘的许多演化过程与风成沙丘相似,但它们在规模、沙粒运动和流体力学特征方面有显著差异。在此,我们首先回顾了有关风成沙丘与缩小的水下巴坎沙丘之间局部相似性的文献,重点是:(a)沙丘形成;(b)沙丘形态;(c)颗粒尺度特征;以及(d)角沙/沙丘排放。然后对双沙丘相互作用模式进行了全面描述,以说明巴钦沙丘形态动力学的局部相似性。具体地说,随着相互作用模式经历 "合并-分裂-追逐 "的过程,风化沙丘与缩小的水下沙丘的相互作用模式之间的相似性不断降低。此外,我们还总结了巴钦沙丘缩小水洞实验的意义和局限性,并强调了未来研究的重点。
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引用次数: 0
Testing Megathrust Rupture Models Using Tsunami Deposits 利用海啸沉积测试巨型地壳破裂模型
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-05-24 DOI: 10.1029/2023JF007444
SeanPaul M. La Selle, Alan R. Nelson, Robert C. Witter, Bruce E. Jaffe, Guy Gelfenbaum, Jason S. Padgett

The 26 January 1700 CE Cascadia subduction zone earthquake ruptured much of the plate boundary and generated a tsunami that deposited sand in coastal marshes from northern California to Vancouver Island. Although the depositional record of tsunami inundation is extensive in some of these marshes, few sites have been investigated in enough detail to map the inland extent of sand deposition and depict variability in tsunami deposit thickness and grain size. We collected 129 cores in marshes of the Salmon River estuary in Oregon and reanalyzed 114 core logs from a 1987–88 study that mapped the inland extent of circa 1700 CE sandy tsunami deposits. The ca. 1700 CE tsunami deposit in the Salmon River estuary is easily recognized in cores ≤1 m deep in which a buried marsh peat is overlain by a well sorted sand bed with a sharp lower contact that thins and fines inland. We use tsunami deposit data and models of sandy tsunami sediment transport (using Delft3D-FLOW) to test 15 rupture models that could represent a ca. 1700 CE earthquake. At least 12–16 m of slip offshore of the Salmon River, which results in 0.8–1.0 m of coastal coseismic subsidence, is required to match the ca. 1700 CE sand deposit's inland extent, which is consistent with models of heterogeneous megathrust slip in ca. 1700 CE. Our methods of detailed tsunami deposit mapping, combined with sediment transport modeling, can be used to test models of megathrust ruptures and their tsunamis to potentially improve earthquake and tsunami hazard assessments.

公元 1700 年 1 月 26 日发生的卡斯卡迪亚俯冲带地震造成板块边界大部分地区断裂,并引发海啸,使沙子沉积在从加利福尼亚北部到温哥华岛的沿海沼泽地。虽然海啸淹没的沉积记录在其中一些沼泽地很广泛,但很少有地点进行过足够详细的调查,以绘制海沙沉积的内陆范围,并描述海啸沉积厚度和粒度的变化。我们在俄勒冈州鲑鱼河河口的沼泽地采集了 129 个岩心,并重新分析了 1987-88 年研究中的 114 个岩心记录,该研究绘制了约公元 1700 年沙质海啸沉积的内陆范围。该研究绘制了约公元 1700 年沙质海啸沉积物的内陆范围。鲑鱼河河口的公元 1700 年海啸沉积物在深度≤1 米的岩芯中很容易辨认,在这些岩芯中,被掩埋的沼泽泥炭上覆盖着分选良好的沙床,沙床的下部接触面尖锐,并向内陆变薄变细。我们利用海啸沉积物数据和沙质海啸沉积物输运模型(使用 Delft3D-FLOW)测试了 15 个可能代表约公元 1700 年地震的断裂模型。鲑鱼河近海至少有 12-16 米的滑动,导致 0.8-1.0 米的沿岸同震下沉,才能与约西元 1700 年的海沙沉积物的内凹相匹配。这与公元 1700 年的异质大地壳滑动模型是一致的。我们绘制详细海啸沉积物地图的方法与沉积物运移模型相结合,可用于测试大地壳断裂及其海啸模型,从而改进地震和海啸灾害评估。
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引用次数: 0
The Significance of Ancient Buried Landscapes as Natural Geomorphic Experiments 古代埋藏景观作为自然地貌实验的意义
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-05-21 DOI: 10.1029/2023JF007519
B. W. Conway-Jones, N. J. White

There is considerable interest in developing quantitative methods for analyzing present-day fluvial landscapes with a view to extracting information about tectonic forcing and drainage evolution, together with the influence of lithologic substrates and of paleoclimatic variations. In view of the multifactorial nature of this complex problem, it has previously been proposed that natural geomorphic experiments could play a significant role in developing a quantitative understanding of landscape growth and decay. Here, we describe and analyze a stacked sequence of five buried transient landscapes that punctuate marine strata along the fringes of the North Atlantic Ocean. We propose that these landscapes constitute a suite of natural experiments, which illuminate significant aspects of quantitative fluvial geomorphology. Our preliminary analysis of four of these buried landscapes suggests that the amplitude of external tectonic forcing plays a significant role in fluvial landscape evolution. In future, we hope that this suite of natural experiments will be further exploited by the fluvial community with a view to identifying the most appropriate analytical techniques.

人们对开发定量分析当今河川地貌的方法颇感兴趣,以期提取有关构造作用和排水演变的信息,以及岩性基质和古气候变化的影响。鉴于这一复杂问题的多因素性质,以前曾有人提出,自然地貌实验可以在定量了解地貌生长和衰退方面发挥重要作用。在这里,我们描述并分析了北大西洋边缘海洋地层中的五个埋藏瞬变地貌的叠加序列。我们认为这些地貌构成了一套自然实验,揭示了定量河流地貌学的重要方面。我们对其中四个埋藏地貌的初步分析表明,外部构造作用力的振幅在河流地貌演变中起着重要作用。今后,我们希望这套自然实验能够得到河道学界的进一步利用,以确定最合适的分析技术。
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引用次数: 0
Pockmarks Offshore Big Sur, California Provide Evidence for Recurrent, Regional, and Unconfined Sediment Gravity Flows 加利福尼亚大苏尔近海的坑痕为经常性、区域性和非封闭性沉积重力流提供了证据
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-05-21 DOI: 10.1029/2023JF007374
E. Lundsten, C. K. Paull, R. Gwiazda, S. Dobbs, D. W. Caress, L. A. Kuhnz, M. Walton, N. Nieminski, M. McGann, T. Lorenson, G. Cochrane, J. Addison

Recent surface ship multibeam surveys of the Sur Pockmark Field, offshore Central California, reveal >5,000 pockmarks in an area that is slated to host a wind farm, between 500- and 1,500-m water depth. Extensive fieldwork was conducted to characterize the seafloor environment and its recent geologic history, including visual observations with remotely operated vehicles, sediment core sampling, and high-resolution, near-bottom Chirp and multibeam surveys collected with autonomous underwater vehicles to capture the morphology and stratigraphy of the pockmarks. No evidence of high methane concentrations in sediments, chemosynthetic biological communities, or methane-derived diagenetic byproducts was found. Chirp data and sediment cores showed alternating layers of slowly accumulating hemipelagic drapes interrupted by more reflective turbidite horizons that extend throughout the pockmark field and beyond. Chirp data showed multiple episodes of lateral migration over time in some of the pockmarks in association with erosion and infilling events. Laterally continuous turbidite horizons that overlay erosional surfaces indicated that pockmark migration occurred synchronously in multiple pockmarks separated by tens of kilometers. These shifts are presumed to be the result of asymmetrical erosion of the pockmark flanks caused by passing sediment gravity flows. While some pockmarks occur in chains, most are not clustered or randomly spaced but are regularly dispersed within the pockmark field. We hypothesize that intermittent, unconfined sediment gravity flows occurring over at least the last 280,000 years are the source of the regionally continuous turbidite deposits and the mechanism that maintained the regularly dispersed pockmarks.

最近对加利福尼亚州中部近海的 Sur Pockmark Field 进行的水面舰艇多波束勘测显示,在水深 500 米至 1,500 米之间的区域内,有 5,000 个麻点,该区域计划建设风力发电场。为了确定海底环境及其近期地质历史的特征,进行了广泛的实地考察,包括使用遥控潜水器进行目视观察、沉积物岩芯取样,以及使用自动潜水器进行高分辨率、近底 Chirp 和多波束测量,以捕捉麻点的形态和地层。没有发现沉积物、化合生物群落或甲烷衍生成岩副产品中甲烷浓度较高的证据。Chirp 数据和沉积物岩芯显示,缓慢堆积的半沉积层交替出现,被反射性更强的浊积层打断,这些浊积层延伸至整个麻子地及其以外的区域。Chirp 数据显示,随着时间的推移,一些麻子坑发生了多次横向迁移,与侵蚀和填充事件有关。覆盖在侵蚀表面的横向连续浊积层表明,麻子的迁移是在相距几十公里的多个麻子中同步进行的。据推测,这些移动是由于经过的沉积重力流对麻子侧翼造成的不对称侵蚀所致。虽然有些麻点成链出现,但大多数麻点并不是成群出现或随机分布的,而是有规律地分散在麻点区域内。我们推测,至少在过去 28 万年中发生的间歇性、无约束的沉积重力流是区域性连续浊积岩沉积的来源,也是维持有规律分散的麻子的机制。
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引用次数: 0
Enhancing Soil Resilience to Climatic Wetting-Drying Cycles Through a Bio-Mediated Approach 通过生物调节方法增强土壤对气候湿-干循环的适应能力
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-05-20 DOI: 10.1029/2023JF007573
Chao-Sheng Tang, Bo Liu, Farshid Vahedifard, Ning-Jun Jiang, Cheng Zhu, Zheng-Tao Shen, Xiao-Hua Pan, Qing Cheng, Bin Shi

Climatic wetting-drying cycles exacerbated by climate change can trigger several weakening mechanisms in surface soils, potentially leading to instability and failure of slopes and earthen structures. This study proposes a bio-mediated approach based on microbially induced calcite precipitation (MICP) to increase soil resilience to wetting-drying cycles. To explore its viability and the underlying mechanisms, we conducted a series of laboratory tests on clayey soil that underwent six wetting-drying cycles. The tests were conducted with different treatment methods to investigate the effect of treatment sequence and cementation solution concentration. After MICP treatment, the initial evaporation rate, surface crack ratio during drying, and total soil weight loss during rainfall erosion were reduced by up to 32%, 85%, and 90%, respectively. Spraying the cementation solution first in the MICP treatment sequence proves more effective in improving soil water retention capacity. On the other hand, initiating the sequence with the bacterial solution demonstrates a more pronounced effect in reducing soil desiccation cracks and erosion. Microstructure analysis reveals that the content and distribution of CaCO3 precipitation are the major factors controlling the effectiveness of MICP for the cementation of clayey soil. Employing MICP can minimize the carbon footprint and contribute to developing environmentally friendly solutions for soil improvement in regions affected by climatic wetting-drying cycles.

气候变化加剧的气候湿润-干燥周期会引发地表土壤的多种弱化机制,可能导致斜坡和土质结构的不稳定和破坏。本研究提出了一种基于微生物诱导方解石沉淀(MICP)的生物介导方法,以提高土壤对干湿循环的适应能力。为了探索这种方法的可行性及其内在机制,我们对经历了六次干湿循环的粘性土壤进行了一系列实验室测试。试验采用不同的处理方法,以研究处理顺序和固结溶液浓度的影响。经过 MICP 处理后,初始蒸发率、干燥过程中的表面裂缝率以及降雨侵蚀过程中的土壤总重量损失分别降低了 32%、85% 和 90%。事实证明,在 MICP 处理顺序中首先喷洒固结溶液能更有效地提高土壤的保水能力。另一方面,从细菌溶液开始的处理顺序在减少土壤干燥裂缝和侵蚀方面效果更明显。微观结构分析表明,CaCO3 沉淀的含量和分布是控制 MICP 对粘性土壤固结效果的主要因素。使用 MICP 可以最大限度地减少碳足迹,有助于为受气候干湿循环影响地区的土壤改良开发环境友好型解决方案。
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引用次数: 0
Predicting Barrier Island Shrub Presence Using Remote Sensing Products and Machine Learning Techniques 利用遥感产品和机器学习技术预测壁垒岛灌木存在情况
IF 3.9 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-05-17 DOI: 10.1029/2023JF007465
Benton Franklin, Laura J. Moore, Julie C. Zinnert

Barrier islands are highly dynamic coastal landforms that are economically, ecologically, and societally important. Woody vegetation located within barrier island interiors can alter patterns of overwash, leading to periods of periodic-barrier island retreat. Due to the interplay between island interior vegetation and patterns of barrier island migration, it is critical to better understand the factors controlling the presence of woody vegetation on barrier islands. To provide new insight into this topic, we use remote sensing data collected by LiDAR, LANDSAT, and aerial photography to measure shrub presence, coastal dune metrics, and island characteristics (e.g., beach width, island width) for an undeveloped mixed-energy barrier island system in Virginia along the US mid-Atlantic coast. We apply decision tree and random forest machine learning methods to identify new empirical relationships between island geomorphology and shrub presence. We find that shrubs are highly likely (90% likelihood) to be present in areas where dune elevations are above ∼1.9 m and island interior widths are greater than ∼160 m and that shrubs are unlikely (10% likelihood) to be present in areas where island interior widths are less than ∼160 m regardless of dune elevation. Our machine learning predictions are 90% accurate for the Virginia Barrier Islands, with almost half of our incorrect predictions (5% of total transects) being attributable to system hysteresis; shrubs require time to adapt to changing conditions and therefore their growth and removal lags changes in island geomorphology, which can occur more rapidly.

屏障岛是高度动态的海岸地貌,在经济、生态和社会方面都具有重要意义。位于屏障岛内部的木本植被会改变冲刷模式,导致屏障岛周期性后退。由于岛屿内部植被与屏障岛迁移模式之间的相互作用,更好地了解控制屏障岛上木本植被存在的因素至关重要。为了对这一主题提供新的见解,我们利用激光雷达、LANDSAT 和航空摄影收集的遥感数据,测量了美国大西洋中部沿岸弗吉尼亚州一个未开发的混合能源障碍岛系统的灌木存在情况、沿海沙丘指标和岛屿特征(如海滩宽度、岛屿宽度)。我们采用决策树和随机森林机器学习方法来确定岛屿地貌与灌木存在之间的新经验关系。我们发现,在沙丘海拔高于 1.9 米且岛屿内部宽度大于 160 米的区域,灌木极有可能出现(90% 的可能性),而在岛屿内部宽度小于 160 米的区域,无论沙丘海拔如何,灌木都不可能出现(10% 的可能性)。我们的机器学习预测对弗吉尼亚障碍群岛的准确率为 90%,几乎一半的错误预测(占总横断面的 5%)可归因于系统滞后;灌木需要时间来适应不断变化的条件,因此它们的生长和移除滞后于岛屿地貌的变化,而后者可能发生得更快。
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Journal of Geophysical Research: Earth Surface
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