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How does shrub stem coverage affect the hydraulic properties of concentrated flow and sediment yield during gully bed erosion? 灌木茎盖度如何影响沟床侵蚀过程中集中水流的水力特性和产沙量?
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-01 Epub Date: 2025-01-11 DOI: 10.1016/j.iswcr.2025.01.002
Lin Liu , Donghong Xiong , Baojun Zhang , Dan Yang , Yong Yuan , Binyan Zhang , Wenduo Zhang , Liangtao Shi , Xiaodan Wang
Vegetation plays a critical role in influencing runoff processes and soil loss during gully bed erosion. However, it is still unclear how the stem coverage affects gully bed erosion processes by altering the runoff hydraulics and soil sedimentation. A series of in situ scouring experiments were conducted to investigate the influence of shrub stem coverage on the concentrated flow pathway characteristics, hydrodynamic parameters, and sediment concentration during gully bed erosion processes. The Flow pathway characteristics expressed by the Number of flow pathways (FN), total Flow path Width (FW), Tortuosity Ratio (TR), and Fractal Dimension (FD) were quantified by analyzing photographs of the gully bed surface taken during experimental periods. Structural equation model was used to analyze the comprehensive effect of stem coverage on hydraulic erosion of gully beds. The results showed that FN, FW, and TR increased linearly, and FD increased exponentially as stem coverage increased. Compared with the bare gully bed, the flow velocity and shear stress of gully beds with shrub stem covers decreased by 17.47%–25.19% and 4.75%–11.42%, respectively, while the Darcy-Weisbach friction factor increased by 35.94%–68.71%. The sediment concentration of stem-covered gully beds decreased by 11.82%–26.93%. The increasing stem coverage promoted concentrated flow branching and significantly increased FW, which in turn altered hydraulic parameters, particularly reducing flow velocity, and ultimately reducing sediment concentrations indirectly. These results contribute to partially explaining the differences in flow hydraulics and soil loss of vegetated gully beds in previous studies that failed to account for changes in flow pathways.
在沟床侵蚀过程中,植被对径流过程和土壤流失具有重要影响。然而,目前尚不清楚干覆盖如何通过改变径流水力学和土壤沉积来影响沟床侵蚀过程。通过一系列原位冲刷试验,研究了灌丛盖度对沟床侵蚀过程中集中流道特征、水动力参数和泥沙浓度的影响。通过分析实验期间拍摄的沟床表面照片,量化了由流道数(FN)、总流道宽度(FW)、弯度比(TR)和分形维数(FD)表示的流道特征。采用结构方程模型,分析了干盖度对沟床水力侵蚀的综合影响。结果表明:随着茎盖度的增加,FN、FW和TR呈线性增加,FD呈指数增加;与裸沟床相比,有灌木覆盖的沟床流速和剪应力分别降低了17.47% ~ 25.19%和4.75% ~ 11.42%,达西-韦斯巴赫摩擦系数提高了35.94% ~ 68.71%。茎盖沟床的含沙量下降了11.82% ~ 26.93%。增加茎盖度促进了水流集中分支,显著增加了FW,从而改变了水力参数,特别是降低了流速,最终间接降低了含沙量。这些结果有助于部分解释以前的研究中未能考虑到流动路径变化的植被沟槽床的流动水力学和土壤流失的差异。
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引用次数: 0
Rainfall intensity profile induced changes in surface‒subsurface flow and soil loss as influenced by surface cover type: A long-term in situ field study 受地表覆盖类型影响的降雨强度剖面引起的地表-地下流动和土壤流失变化:长期实地研究
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-05-22 DOI: 10.1016/j.iswcr.2024.05.003
Jian Duan , Haijin Zheng , Lingyun Wang , Yaojun Liu , Minghao Mo , Jie Yang
Due to global warming, changes in the rainfall intensity profile (i.e., the temporal intensity distribution within a rainfall event) increase the difficulty of accurate erosion prediction and control. Surface cover has been widely used as a critical measure to control soil erosion worldwide. However, the effects of the rainfall intensity profile (RIP) on soil erosion under different surface covers are not fully understood. In this study, long-term in situ field observations of the rain hyetograph, surface runoff coefficient (SRC), subsurface flow rate (SFR), and soil loss rate (SLR) from bare land, litter cover and grass cover were conducted over 11 consecutive years in the red soil hilly region of southern China. According to the occurrence time of the most intense rainfall, 226 erosive events were classified into four RIP patterns: advanced, intermediate, delayed, and uniform patterns. The results indicated that the advanced pattern with short duration–high intensity and the delayed pattern with long duration–high depth contributed to 73.45% of the total erosive events. For bare land, advanced events were the dominant pattern producing surface runoff and soil erosion, accounting for 57.24% and 75.17%, respectively, of the total surface runoff and erosion. The average SRC and SLR from the advanced pattern were 1.29–2.42 times and 2.52–39.78 times greater than those from the other patterns, respectively. The delayed pattern contributed to subsurface flow, and the average SFR was 1.27–2.17 times greater than that of the other patterns. Furthermore, surface cover significantly reduced surface runoff and erosion and increased subsurface flow, especially under the advanced pattern. Both surface cover measures were equally effective in controlling surface runoff and erosion, but the increase in subsurface flow caused by litter cover was 1.38–2.67 times greater than that caused by grass cover. Advanced pattern events increase the erosion risk on red soil slopes, and surface cover effectively weakens the effect of variation in the RIP pattern on soil erosion. Moreover, surface cover significantly alters the surface‒subsurface flow distribution pattern for all the RIP patterns. This study highlights the crucial importance of rain intensity profiles on water erosion and provides a basis for optimizing measures to effectively control soil and water loss under climate change.
由于全球变暖,降雨强度剖面(即降雨事件内的时间强度分布)的变化增加了准确预测和控制侵蚀的难度。地表覆盖作为控制土壤侵蚀的一项重要措施在世界范围内得到了广泛的应用。然而,降雨强度剖面(RIP)对不同地表覆盖下土壤侵蚀的影响尚不完全清楚。本研究在中国南方红壤丘陵区连续11年进行了裸地、凋落物覆盖和草地覆盖的降雨雨量曲线、地表径流系数(SRC)、地下流速率(SFR)和土壤流失率(SLR)的长期现场观测。根据最强降水发生时间,将226次侵蚀事件划分为提前、中期、延迟和均匀4种RIP模式。结果表明:短持续时间-高强度的超前模式和长持续时间-高深度的延迟模式占侵蚀事件总数的73.45%;裸地地表径流和侵蚀以超前事件为主,分别占地表径流和侵蚀总量的57.24%和75.17%。先进模式的平均SRC和SLR分别是其他模式的1.29 ~ 2.42倍和2.52 ~ 39.78倍。延迟模式对地下水流有贡献,平均SFR是其他模式的1.27 ~ 2.17倍。此外,地表覆盖显著减少了地表径流和侵蚀,增加了地下流量,特别是在高级模式下。两种地表覆盖措施对地表径流和侵蚀的控制效果相同,但凋落物覆盖引起的地下流量增加是草覆盖引起的地下流量增加的1.38 ~ 2.67倍。先进模式事件增加了红壤坡面侵蚀风险,地表覆盖有效减弱了RIP模式变化对土壤侵蚀的影响。此外,地表覆盖显著改变了所有RIP流型的地表-地下水流分布模式。该研究突出了降雨强度剖面对水土流失的重要影响,为气候变化条件下有效控制水土流失的优化措施提供了依据。
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引用次数: 0
Assessing the declining trend in soil erodibility across China: A comparison of conventional and digital K-factor maps 中国土壤可蚀性下降趋势评估:传统k因子图与数字k因子图的比较
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-05-29 DOI: 10.1016/j.iswcr.2024.05.005
Zhiyuan Tian , Yan Zhao , Longxi Cao , Yuan Zhao , Yin Liang
Soil erodibility is a measure of soil susceptibility to water erosion and serves as an essential element, also known as the K-factor, in empirical soil erosion prediction models, such as USLE, RUSLE, and CSLE. The currently available map of the K-factor for China was generated based on the conventional soil polygon linkage method and soil species survey conducted in the 1980s. For update, an investigation of 4262 samples from the soil series survey in the 2010s and a random forest regression model were used to generate a new K-factor map for China. A digital K-factor map at the 250 m spatial resolution was generated by calculating the K values from soil survey points as training data and using environmental information as predictive variables. The comparison results between the digital and conventional K-factor maps show that there has been a decreasing trend in the K-factor over recent decades. The K value decrease was mainly attributed to the update of soil survey data (the mean K value changed from 0.03193 t ha·h/(MJ·mm·ha) in the soil species database to 0.02988 t ha·h/(MJ·mm·ha) in the soil series) and was less influenced by the replacement of the mapping methods (the mean K value changed from 0.03197 t ha·h/(MJ·mm·ha) in the soil polygon linkage method to 0.03193 t ha·h/(MJ·mm·ha) in the random forest). This study quantified the sources of change between previous and updated national K-factor maps and demonstrated that there is a decreasing trend in K values, which is consistent with the increasing soil organic matter and improved ecological environment in China.
土壤可蚀性是衡量土壤对水分侵蚀敏感性的指标,在USLE、RUSLE和CSLE等经验土壤侵蚀预测模型中是一个基本要素,也称为k因子。中国目前可用的k因子图谱是基于20世纪80年代进行的土壤物种调查和传统的土壤多边形联系方法生成的。本文利用2010年代土壤系列调查的4262个样本,利用随机森林回归模型生成了新的中国k因子图。以土壤调查点为训练数据,以环境信息为预测变量,计算K值,生成250 m空间分辨率的数字K因子图。数字k因子图与传统k因子图的比较结果表明,近几十年来,k因子呈下降趋势。K值下降的主要原因是土壤调查数据的更新(土壤物种数据库的平均K值从0.03193 t ha·h/(MJ·mm·ha)变化到土壤系列的0.02988 t ha·h/(MJ·mm·ha)),受作图方法更换的影响较小(土壤多面体链接法的平均K值从0.03197 t ha·h/(MJ·mm·ha)变化到随机森林的0.03193 t ha·h/(MJ·mm·ha))。本研究量化了以往与更新后的国家K因子图之间的变化来源,结果表明,中国土壤K值呈下降趋势,这与土壤有机质增加和生态环境改善是一致的。
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引用次数: 0
Maize crop residue cover mapping using Sentinel-2 MSI data and random forest algorithms 基于Sentinel-2 MSI数据和随机森林算法的玉米作物残茬覆盖制图
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-10-05 DOI: 10.1016/j.iswcr.2024.09.004
Jia Du , Pierre-Andre Jacinthe , Kaishan Song , Longlong Zhang , Boyu Zhao , Hua Liu , Yan Wang , Weijian Zhang , Zhi Zheng , Weilin Yu , Yiwei Zhang , Dapeng Jiang
The return of crop residues to cultivated fields has numerous agronomic and soil quality benefits and, therefore, the areal extent of crop residue cover (CRC) could provide a rapid measure of the sustainability of agricultural production systems in a region. Recognizing the limitations of traditional CRC methods, a new method is proposed for estimating the spatial and temporal distribution of maize residue cover (MRC) in the Jilin Province, NE China. The method used random forest (RF) algorithms, 13 tillage indices and 9 textural feature indicators derived from Sentinel-2 data. The tillage indices with the best predictive performance were STI and NDTI (R2 of 0.85 and 0.84, respectively). Among the texture features, the best-fitting was Band8AMean-5∗5 (R2 of 0.56 and 0.54 for the line-transect and photographic methods, respectively). Based on MSE and InNodePurity, the optimal combination of RF algorithm for the line-transect method was STI, NDTI, NDI7, NDRI5, SRNDI, NDRI6, NDRI7 and Band3Mean-3∗3. Likewise, the optimal combination of RF algorithm for the photographic method was STI, NDTI, NDI7, SRNDI, NDRI6, NDRI5, NDRI9 and Band3Mean-3∗3. Regional distribution of MRC in the Jilin Province, estimated using the RF prediction model, was higher in the central and southeast sections than in the northwest. That distribution was in line with the spatial heterogeneity of maize yield in the region. These findings showed that the RF algorithm can be used to map regional MRC and, therefore, represents a useful tool for monitoring regional-scale adoption of conservation agricultural practices.
作物残茬返回耕地具有许多农艺和土壤质量效益,因此,作物残茬覆盖面积(CRC)可以快速衡量一个地区农业生产系统的可持续性。摘要针对传统CRC方法的局限性,提出了一种估算吉林省玉米残留覆盖时空分布的新方法。该方法采用随机森林(RF)算法、13个耕作指标和9个纹理特征指标,均来源于Sentinel-2数据。预测效果最好的耕作指标为STI和NDTI (R2分别为0.85和0.84)。在纹理特征中,最适合的是Band8AMean-5 * 5 (R2分别为0.56和0.54)。基于MSE和InNodePurity,横断面法的RF算法最优组合为STI、NDTI、NDI7、NDRI5、SRNDI、NDRI6、NDRI7和Band3Mean-3∗3。同样,用于摄影方法的RF算法的最佳组合为STI、NDTI、NDI7、SRNDI、NDRI6、NDRI5、NDRI9和Band3Mean-3 * 3。利用RF预测模型估计吉林省MRC的区域分布,中部和东南部高于西北部。该分布与玉米产量的空间异质性相一致。这些发现表明,RF算法可用于绘制区域MRC,因此是监测区域尺度采用保护性农业做法的有用工具。
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引用次数: 0
Wind and rainfall erosion energy in large sediment generating and coarse sediment class areas of the middle Yellow river 黄河中游大泥沙生成区和粗泥沙等级区的风力和降雨侵蚀能量
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-06-12 DOI: 10.1016/j.iswcr.2024.06.001
Tao Yang , Jianzhi Niu , Dengxing Fan , Di Wang , Yubo Miao , Miao Wang , Chunguang Zhao , Linus Zhang , Xiongwen Chen , Ronny Berndtsson
Joint action by strong winds and high-intensive rainfall leads to serious soil erosion problems in large sediment generating and coarse sediment class areas of the middle Yellow River. Investigating the variation of trend and alternating wind and rainfall energy is an important prerequisite for controlling regional sediment transport problems. We calculated the wind and rainfall erosion energies by using the aerodynamic energy and rainfall kinetic energy formulas. The Mann-Kendall (MK) trend test and Theil-Sen approach were used to analyze the spatial-temporal variation and alternation of joint erosion energy during the last 40 years (1979–2018). The results show the following. 1) Wind erosion energy increased and rainfall erosion energy decreased. However, the former is larger than the latter. 2) The dominant erosive energy varies for different seasons. Wind erosive energy dominates in spring, and rainfall erosive energy dominates in summer. 3) There is a regular wind-rainfall-wind alternation of erosive energy. The wind-rainfall energies were alternately distributed in May–July and the rainfall-wind energies were alternately distributed in September–December. Furthermore, the dominant time of rainfall erosive energy decreased when wind erosive energy increased. The results can help decision makers to develop soil erosion control strategies to reduce soil erosion when it occurs in wind and water staggered areas.
在黄河中游产沙大、粗沙类地区,强风和强降雨的共同作用导致了严重的水土流失问题。研究风、雨的变化趋势和交变能是控制区域输沙问题的重要前提。利用空气动力能和降雨动能公式计算了风蚀能和降雨侵蚀能。采用Mann-Kendall (MK)趋势检验和Theil-Sen方法,分析了近40 a(1979-2018)流域联合侵蚀能的时空变化特征。结果显示如下。1)风蚀能增大,雨蚀能减小。然而,前者比后者更大。2)不同季节优势侵蚀能不同。春季以风侵蚀能为主,夏季以雨侵蚀能为主。3)侵蚀能有规律的风-雨-风交替。降雨能在5 - 7月交替分布,雨-风能在9 - 12月交替分布。降雨侵蚀能的优势时间随着风蚀能的增加而减少。研究结果可以帮助决策者制定水土流失控制策略,以减少水土流失在风、水交错地区的发生。
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引用次数: 0
Nutrient transport by overland sheet flow on sites containing swine slurry 含有猪粪的场地通过陆上片流进行的养分迁移
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-04-13 DOI: 10.1016/j.iswcr.2024.04.001
John E. Gilley
Nutrients in agricultural runoff may cause offsite environmental impacts. The objective of this investigation was to examine nutrient transport by overland sheet flow on sites containing swine slurry. Data examined in this study was collected during field rainfall simulation tests conducted on cropland sites in southeast Nebraska, USA. Inflow was added to the top of experimental plots in four successive increments to simulate runoff rates occurring at greater downslope distances. Runoff rates on the experimental sites ranged from 2.3 to 21.2 L min−1 and maximum equivalent downslope distances varied from 5 to 108 m. Phosphorus (P) and nitrogen (N) transport rates were found to increase in a linear fashion with runoff rate. Hypothesis testing using the student’s t-test affirmed the prediction that a linear equation, calibrated for site specific conditions, can be used to relate nutrient transport rates to runoff rates. P and N transport rates were thought to be influenced by (a) the quantity of nutrients released by swine slurry at a particular runoff rate and (b) the amount of overland sheet flow available to transport the released nutrients. If nutrient transport rates can be linked to runoff rates, it may be possible to extrapolate experimental results obtained from small plots to greater downslope distances. Existing process-based models used to route overland sheet flow along hillslopes on upland areas could also be modified to include nutrient constituents.
农业径流中的营养物质可能造成场外环境影响。本研究的目的是研究含有猪浆的场地上的地表流对养分的输送。本研究的数据是在美国内布拉斯加州东南部农田进行的野外降雨模拟试验中收集的。在实验地块的顶部以四个连续增量增加流入,以模拟在较大下坡距离发生的径流速率。试验点径流速率为2.3 ~ 21.2 L min - 1,最大等效下坡距离为5 ~ 108 m。磷(P)和氮(N)输运率随径流速率呈线性增加。使用学生t检验的假设检验证实了预测,即根据场地特定条件校准的线性方程可以用于将养分运输速率与径流速率联系起来。磷和氮的运输速率被认为受(a)在特定径流速率下猪浆释放的养分数量和(b)可用于运输释放的养分的地表流量的影响。如果养分运输速率能与径流速率相联系,就有可能将从小块地获得的实验结果外推到更大的下坡距离。现有的基于过程的模型用于沿丘陵地区的坡面流路线,也可以进行修改,以包括营养成分。
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引用次数: 0
Estimation of soil moisture of a high Andean wetland ecosystem (Bofedal) with geo-radar data and In-Situ measurements, Ayacucho - Peru 基于地理雷达数据和原位测量的高安第斯湿地生态系统(Bofedal)土壤水分估算,秘鲁
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-06-17 DOI: 10.1016/j.iswcr.2024.06.003
Wilmer Moncada , Alex Pereda , Manuel Masías , Manuel Lagos , Edwin Portal-Quicaña , Cristhian Aldana , Yesenia Saavedra , Edwin Saavedra
High Andean ecosystems within microbasins serve as crucial areas for water recharge, containing both surface and subsurface moisture. However, these ecosystems are currently under threat due to overgrazing, degradation, and the impacts of climate change. The objective is to validate the subsoil moisture of bofedal estimated using ground-penetrating radar (GPR) data in comparison to in-situ measurements obtained with a soil moisture meter (SMM) in the Apacheta microbasin of the Ayacucho region. The validation method involves comparing soil moisture values obtained with the SMM, with the estimated dielectric permittivity (DP) values from GPR surveys along four transects (T) in a bofedal. Reflected wave amplitude data are converted to DP values to identify water pockets (70<DP<81) and saturated soil moisture (10<DP<40). An analysis of the determination coefficient R2 and the Kappa index (κ) was conducted between both groups of bofedal subsoil moisture data along the four surveyed transects at depths ranging from 0 to 24 cm that contain water and saturated moisture. T1 contains a volume of 1,16m3 (47.85 %), T2 has 0.98m3 (46.6 %), T3 lacks water (40.8 %), and T4 holds 0.63m3 (31.45 %). The correlation of DP data with SMM for T1 (R2=0.801), T2 (R2=0.949), T3 (R2=0.837) y T4 (R2=0.842) implies that the SMM measurements significantly explain the estimated DP. Moreover, the kappa test demonstrated good agreement reliability between both observations made with GPR and SMM, with κ=0.763;[95%CI:0.4711.055], indicating that the GPR method for measuring subsoil moisture is acceptable with an 87.5% confidence level.
微盆地内的安第斯高原生态系统是水补给的关键区域,包含地表和地下水分。然而,由于过度放牧、退化和气候变化的影响,这些生态系统目前正受到威胁。目的是验证使用探地雷达(GPR)数据估计的bofedal的底土湿度,并将其与使用土壤湿度仪(SMM)在阿亚库乔地区Apacheta微盆地获得的原位测量结果进行比较。验证方法包括将SMM获得的土壤湿度值与GPR沿着四个断面(T)测量的估计介电介电常数(DP)值进行比较。将反射波振幅数据转换为DP值,用于识别水袋(70<DP<81)和饱和土壤水分(10<DP<40)。在0 ~ 24 cm含水和饱和水分的4个调查样带上,对两组土壤水分测定系数R2和Kappa指数(κ)进行了分析。T1容积为1.16 m3 (47.85%), T2容积为0.98m3 (46.6%), T3缺水(40.8%),T4容积为0.63m3(31.45%)。DP数据与SMM在T1 (R2=0.801)、T2 (R2=0.949)、T3 (R2=0.837)和T4 (R2=0.842)的相关性表明,SMM测量值显著解释了估计的DP。此外,kappa检验表明GPR和SMM观测值之间具有良好的一致性信度,κ=0.763;[95%CI:0.471−1.055],表明GPR测量地下土壤湿度的方法是可以接受的,置信水平为87.5%。
{"title":"Estimation of soil moisture of a high Andean wetland ecosystem (Bofedal) with geo-radar data and In-Situ measurements, Ayacucho - Peru","authors":"Wilmer Moncada ,&nbsp;Alex Pereda ,&nbsp;Manuel Masías ,&nbsp;Manuel Lagos ,&nbsp;Edwin Portal-Quicaña ,&nbsp;Cristhian Aldana ,&nbsp;Yesenia Saavedra ,&nbsp;Edwin Saavedra","doi":"10.1016/j.iswcr.2024.06.003","DOIUrl":"10.1016/j.iswcr.2024.06.003","url":null,"abstract":"<div><div>High Andean ecosystems within microbasins serve as crucial areas for water recharge, containing both surface and subsurface moisture. However, these ecosystems are currently under threat due to overgrazing, degradation, and the impacts of climate change. The objective is to validate the subsoil moisture of bofedal estimated using ground-penetrating radar (GPR) data in comparison to <em>in-situ</em> measurements obtained with a soil moisture meter (SMM) in the Apacheta microbasin of the Ayacucho region. The validation method involves comparing soil moisture values obtained with the SMM, with the estimated dielectric permittivity (DP) values from GPR surveys along four transects (T) in a bofedal. Reflected wave amplitude data are converted to DP values to identify water pockets (<span><math><mrow><mn>70</mn><mo>&lt;</mo><mi>D</mi><mi>P</mi><mo>&lt;</mo><mn>81</mn></mrow></math></span>) and saturated soil moisture (<span><math><mrow><mn>10</mn><mo>&lt;</mo><mi>D</mi><mi>P</mi><mo>&lt;</mo><mn>40</mn></mrow></math></span>). An analysis of the determination coefficient R<sup>2</sup> and the Kappa index <span><math><mrow><mo>(</mo><mi>κ</mi><mo>)</mo></mrow></math></span> was conducted between both groups of bofedal subsoil moisture data along the four surveyed transects at depths ranging from 0 to 24 cm that contain water and saturated moisture. T1 contains a volume of <span><math><mrow><mn>1</mn><mo>,</mo><mn>16</mn><mspace></mspace><msup><mi>m</mi><mn>3</mn></msup></mrow></math></span> (47.85 %), T2 has <span><math><mrow><mn>0.98</mn><mspace></mspace><msup><mi>m</mi><mn>3</mn></msup></mrow></math></span> (46.6 %), T3 lacks water (40.8 %), and T4 holds <span><math><mrow><mn>0.63</mn><mspace></mspace><msup><mi>m</mi><mn>3</mn></msup></mrow></math></span> (31.45 %). The correlation of DP data with SMM for T1 (<span><math><mrow><mrow><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.801</mn></mrow><mo>)</mo></mrow></math></span>, T2 (<span><math><mrow><mrow><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.949</mn></mrow><mo>)</mo></mrow></math></span>, T3 (<span><math><mrow><mrow><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.837</mn></mrow><mo>)</mo></mrow></math></span> y T4 (<span><math><mrow><mrow><msup><mi>R</mi><mn>2</mn></msup><mo>=</mo><mn>0.842</mn></mrow><mo>)</mo></mrow></math></span> implies that the SMM measurements significantly explain the estimated DP. Moreover, the kappa test demonstrated good agreement reliability between both observations made with GPR and SMM, with <span><math><mrow><mi>κ</mi><mo>=</mo><mn>0.763</mn><mo>;</mo><mspace></mspace><mrow><mo>[</mo><mrow><mn>95</mn><mo>%</mo><mspace></mspace><mi>C</mi><mi>I</mi><mo>:</mo><mn>0.471</mn><mo>−</mo><mn>1.055</mn></mrow><mo>]</mo></mrow></mrow></math></span>, indicating that the GPR method for measuring subsoil moisture is acceptable with an 87.5% confidence level.</div></div>","PeriodicalId":48622,"journal":{"name":"International Soil and Water Conservation Research","volume":"13 1","pages":"Pages 122-133"},"PeriodicalIF":7.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143158466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HOTSED: A new integrated model for assessing potential hotspots of sediment sources and related sediment dynamics at watershed scale HOTSED:流域尺度泥沙源潜在热点及相关泥沙动力学综合评估新模型
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-06-17 DOI: 10.1016/j.iswcr.2024.06.002
Manuel La Licata , Alberto Bosino , Seyed Hamidreza Sadeghi , Mattia De Amicis , Andrea Mandarino , Andrea Terret , Michael Maerker
In this paper we introduce HOTSED, a novel, innovative GIS-based model designed for assessing potential hotspots of sediment dynamics at watershed scale. HOTSED integrates geomorphic spatial information with both structural and functional properties of connectivity. HOTSED provides a single and intuitive output that depicts the location of sediment source hotspots. Moreover, it enables the identification of “relative hazard” classes for sediment production and related effects. The general methodological framework is based on the initial elaboration of an Inventory Map (IM) of sediment-related landforms and processes, along with the implementation of a corresponding database. Subsequently, we used data stored in the IM to estimate the geomorphic Potential of Sediment Sources (PSS) through a relative scoring system. Furthermore, we computed Structural Sediment Connectivity (STC) and the Potential for Sediment Transport (PST) by combining terrain and hydrological parameters, vegetation roughness, and rainfall erosivity. Afterwards, PSS, STC, and PST components are integrated through a raster-based calculation method yielding the HOTSED model. We tested the HOTSED procedure in the upper Val d’Arda-Mignano watershed, which is a representative geomorphologically highly active Mediterranean area of the Northern Apennines (Italy). Through photointerpretation, terrain analysis, and fieldwork, we mapped sediment-related geomorphic features for a total of 4640 ha including: badlands and gullies (0.26%), rill-interrill erosion (15.03%), fluvial erosion (0.03%), landslides (70.06%), litho-structural erosional systems (0.87%), slope deposits (12.56%), and alluvial deposits (1.19%). HOTSED revealed hotspots with a very high hazard potential located near main channels or upstream of the reservoir. These areas are often linked with active landslides highly connected to the drainage system and frequently associated with other processes like bank erosion or surficial soil erosion. The model also highlighted linear hotspots corresponding to drainages flowing alongside or intersecting complex geomorphic systems such as landslides. Furthermore, HOTSED identified areas where sediments are stored in depositional landforms, exhibiting a low hazard potential, considering both low geomorphic potential and sediment connectivity. Our conceptual model is generally applicable but proves to be particularly effective in areas characterized by complex and polygenetic geomorphic systems, such as the Northern Apennines. HOTSED offers a valuable tool for watershed authorities to support sustainable watershed and reservoir management.
在本文中,我们介绍了一种新颖的、创新的基于gis的模型HOTSED,用于评估流域尺度上泥沙动力学的潜在热点。HOTSED将地貌空间信息与连通性的结构和功能特性相结合。HOTSED提供了一个单一的和直观的输出,描绘沉积物源热点的位置。此外,它还能确定泥沙产生和有关影响的“相对危险”等级。一般方法框架的基础是初步编制与沉积物有关的地貌和过程的清单图,并执行相应的数据库。随后,我们利用存储在IM中的数据,通过一个相对评分系统来估计沉积物源的地貌潜力。此外,我们结合地形和水文参数、植被粗糙度和降雨侵蚀力,计算了结构泥沙连通性(STC)和输沙潜力(PST)。然后,通过基于栅格的计算方法将PSS、STC和PST分量整合在一起,得到HOTSED模型。我们在Val d 'Arda-Mignano流域上游测试了HOTSED程序,该流域是意大利北部亚平宁山脉具有代表性的地貌高度活跃的地中海地区。通过光解释、地形分析和实地调查,我们绘制了4640公顷与沉积物相关的地貌特征,包括:荒地和沟壑(0.26%)、沟沟间侵蚀(15.03%)、河流侵蚀(0.03%)、滑坡(70.06%)、岩石-构造侵蚀系统(0.87%)、斜坡沉积(12.56%)和冲积沉积(1.19%)。HOTSED发现,位于主河道附近或水库上游的热点地区具有极高的潜在危险。这些地区通常与与排水系统高度相关的活跃滑坡有关,并经常与其他过程有关,如河岸侵蚀或表层土壤侵蚀。该模型还强调了线性热点,对应于沿复杂地貌系统(如滑坡)流动或相交的排水。此外,HOTSED还确定了沉积物储存在沉积地貌中的区域,考虑到低地貌电位和沉积物连通性,这些区域具有低危害潜力。我们的概念模型一般适用,但在以复杂和多成因地貌系统为特征的地区,如亚平宁山脉北部,被证明特别有效。HOTSED为流域当局提供了一个宝贵的工具,以支持可持续的流域和水库管理。
{"title":"HOTSED: A new integrated model for assessing potential hotspots of sediment sources and related sediment dynamics at watershed scale","authors":"Manuel La Licata ,&nbsp;Alberto Bosino ,&nbsp;Seyed Hamidreza Sadeghi ,&nbsp;Mattia De Amicis ,&nbsp;Andrea Mandarino ,&nbsp;Andrea Terret ,&nbsp;Michael Maerker","doi":"10.1016/j.iswcr.2024.06.002","DOIUrl":"10.1016/j.iswcr.2024.06.002","url":null,"abstract":"<div><div>In this paper we introduce HOTSED, a novel, innovative GIS-based model designed for assessing potential hotspots of sediment dynamics at watershed scale. HOTSED integrates geomorphic spatial information with both structural and functional properties of connectivity. HOTSED provides a single and intuitive output that depicts the location of sediment source hotspots. Moreover, it enables the identification of “relative hazard” classes for sediment production and related effects. The general methodological framework is based on the initial elaboration of an Inventory Map (IM) of sediment-related landforms and processes, along with the implementation of a corresponding database. Subsequently, we used data stored in the IM to estimate the geomorphic Potential of Sediment Sources (PSS) through a relative scoring system. Furthermore, we computed Structural Sediment Connectivity (STC) and the Potential for Sediment Transport (PST) by combining terrain and hydrological parameters, vegetation roughness, and rainfall erosivity. Afterwards, PSS, STC, and PST components are integrated through a raster-based calculation method yielding the HOTSED model. We tested the HOTSED procedure in the upper Val d’Arda-Mignano watershed, which is a representative geomorphologically highly active Mediterranean area of the Northern Apennines (Italy). Through photointerpretation, terrain analysis, and fieldwork, we mapped sediment-related geomorphic features for a total of 4640 ha including: badlands and gullies (0.26%), rill-interrill erosion (15.03%), fluvial erosion (0.03%), landslides (70.06%), litho-structural erosional systems (0.87%), slope deposits (12.56%), and alluvial deposits (1.19%). HOTSED revealed hotspots with a very high hazard potential located near main channels or upstream of the reservoir. These areas are often linked with active landslides highly connected to the drainage system and frequently associated with other processes like bank erosion or surficial soil erosion. The model also highlighted linear hotspots corresponding to drainages flowing alongside or intersecting complex geomorphic systems such as landslides. Furthermore, HOTSED identified areas where sediments are stored in depositional landforms, exhibiting a low hazard potential, considering both low geomorphic potential and sediment connectivity. Our conceptual model is generally applicable but proves to be particularly effective in areas characterized by complex and polygenetic geomorphic systems, such as the Northern Apennines. HOTSED offers a valuable tool for watershed authorities to support sustainable watershed and reservoir management.</div></div>","PeriodicalId":48622,"journal":{"name":"International Soil and Water Conservation Research","volume":"13 1","pages":"Pages 80-101"},"PeriodicalIF":7.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143158857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of initial soil moisture on rill erodibility and critical shear stress factors in the WEPP model across diverse soil types 不同土壤类型WEPP模型中初始土壤水分对细沟可蚀性和临界剪应力因子的影响
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-10-06 DOI: 10.1016/j.iswcr.2024.10.001
Fikret Ari , Selen Deviren Saygin , Cagla Temiz , Sefika Arslan , Mehmet Altay Unal , Gunay Erpul , Dennis C. Flanagan
Rill erosion, a significant issue in agricultural regions, is intricately linked to initial soil moisture conditions, affecting the development of concentrated flow erosion processes. However, understanding its dynamics amidst varying soil moisture conditions remain challenging. This study aimed to assess the impact of different soil moisture levels on rill erodibility parameters in the Water Erosion Prediction Project (WEPP) model and to evaluate soil cohesion across a spectrum of soils. Through laboratory experiments employing a small V-shaped rill channel, we investigated rill erodibility (Kr) and critical hydraulic shear stress (τcr), under three soil moisture scenarios: initially dry, saturated, and drainage, with incremental surface inflow rates. Additionally, we examined the efficiency of soil cohesion obtained from an Automated Soil Cohesion Measurement Apparatus in predicting Kr and τcr across various soil textures. Our analysis encompassed twenty soils representing nine texture classes, revealing significant correlations between basic soil properties, cohesion parameters, and WEPP model rill erodibility. Notably, initial soil moisture conditions exerted substantial influence on erodibility potentials. Soils with higher silt contents demonstrated better fits in terms of Nash-Sutcliffe model efficiency, particularly under initially dry and saturated conditions. However, predictions for initially drained soils yielded poor fits, emphasizing the intricate interplay between soil properties and hydrological conditions. In conclusion, our findings emphasize the critical role of topsoil water dynamics in rill erodibility. We propose that soil cohesion serves as a valuable predictor, complementing friction forces within the soil and enhancing simulations of rill erodibility under shallow flow conditions in rills, particularly in next-generation process-based modeling approaches.
细沟侵蚀是农业地区的一个重要问题,它与土壤初始水分条件有着复杂的联系,影响着集中流侵蚀过程的发展。然而,了解其在不同土壤湿度条件下的动态仍然具有挑战性。本研究旨在评估不同土壤湿度水平对水侵蚀预测项目(WEPP)模型中细沟可蚀性参数的影响,并评估不同土壤类型的土壤凝聚力。通过室内实验,研究了在初始干燥、饱和和排水三种土壤水分情况下,随着地表入流速率的增加,沟槽可蚀性(Kr)和临界水力剪切应力(τcr)。此外,我们还研究了由自动土壤凝聚力测量仪获得的土壤凝聚力在预测不同土壤质地的Kr和τcr方面的效率。我们的分析涵盖了代表9个质地类别的20种土壤,揭示了土壤基本性质、黏聚参数和WEPP模型细沟可蚀性之间的显著相关性。值得注意的是,初始土壤水分条件对可蚀性电位有实质性影响。淤泥含量较高的土壤在Nash-Sutcliffe模型效率方面表现出更好的拟合性,特别是在初始干燥和饱和条件下。然而,对最初排水土壤的预测结果不太吻合,强调了土壤性质和水文条件之间复杂的相互作用。总之,我们的研究结果强调了表土水动力学在细沟可蚀性中的关键作用。我们提出土壤黏聚力是一个有价值的预测因子,补充了土壤内部的摩擦力,并增强了浅水条件下细沟可蚀性的模拟,特别是在下一代基于过程的建模方法中。
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引用次数: 0
An integrative analysis of hydroclimatic elements in the three-river source region for historical and future periods: Shift toward an intensified hydrological cycle 对三江源地区历史和未来时期的水文气候要素进行综合分析:向强化的水文循环转变
IF 7.3 1区 农林科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-01-26 DOI: 10.1016/j.iswcr.2024.01.005
Rashid Mahmood , Shaofeng Jia , Aifeng Lv , Mukand S. Babel
The Three-River Source Region (TRSR), China's water tower and an important ecological barrier in China, provides a considerable amount of water to the downstream regions, home to more than 500 million people. The present study focused on the assessment of hydrological components (i.e., precipitation, actual evapotranspiration, potential evapotranspiration, surface flow, baseflow, streamflow, soil moisture, snowmelt water, and terrestrial water storage), their transformation and trends along with meteorological elements (i.e., maximum temperature, minimum temperature, mean temperature, relative humidity, wind speed, and sunshine hours) in the historical and future periods. For this, the hydrological model, HEC-HMS, was applied to simulate hydrological components and Mann-Kendal to explore the trends for 1981–2015. First time, the statistical downscaling model, SDSM, was used to generate climatic data under the shared socio-economic scenario-5 (SSP585) in the region, which was applied to simulate the hydrological cycle. The assessment results showed that precipitation transformed into evapotranspiration and streamflow by 70 % and 30 %, respectively. In the region, streamflow was generated by 78 %, 22 %, and 5.6 % by baseflow, surface flow, and snowmelt. According to trend results, all climatic variables showed statistically significant trends but insignificant in all hydrological components for the historical period, except evapotranspiration. However, all hydroclimatic components were projected to increase in the future, except windspeed. For example, temperature, precipitation, evapotranspiration, streamflow, and direct flow (surface flow) will increase by 1.4 (3.3) °C, 12 (36) %, 8.5 (19) %, 25 (95) %, and 77 (473) % in 2021–2060 (2061–2100) relative to 1981–2020, which shows, the region will be hotter and wetter, with high flooding potential in the future. These results will be helpful for precise water resources planning and management in this extremely sensitive region to climate change.
三江源区(TRSR)是中国的水塔,也是中国重要的生态屏障,为下游地区提供了相当多的水,超过5亿人口。重点评估历史和未来时期降水、实际蒸散发、潜在蒸散发、地表流量、基流、河川流量、土壤湿度、融雪水、陆地储水量等水文要素及其随最高气温、最低气温、平均气温、相对湿度、风速、日照时数等气象要素的变化趋势。为此,应用水文模型HEC-HMS模拟水文成分和Mann-Kendal,探讨1981-2015年的趋势。首次利用统计降尺度模型SDSM生成区域共享社会经济情景-5 (SSP585)下的气候数据,并将其应用于水文循环模拟。评价结果表明,降水转化为蒸散发和径流的比例分别为70%和30%。在该地区,78%、22%和5.6%的流量由基流、地表流和融雪产生。趋势结果表明,除蒸散发外,所有气候变量在历史时期内均呈现显著趋势,但在水文分量上均不显著。然而,除风速外,所有水文气候分量在未来都预计会增加。例如,与1981-2020年相比,2021-2060年(2061-2100年)气温、降水、蒸散发、河流流量和直接流量(地表流量)将分别增加1.4(3.3)°C、12(36)%、8.5(19)%、25(95)%和77(473)%,表明该地区未来将变得更热、更湿,具有较高的洪水潜力。这些结果将有助于在这个气候变化极其敏感的地区进行精确的水资源规划和管理。
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引用次数: 0
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International Soil and Water Conservation Research
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