International Journal of Sediment Research最新文献

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Effects of sample preparation methods on measured characteristics of marine and fluvial sediment 样品制备方法对海洋和河流沉积物测量特征的影响
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2024-02-01 DOI: 10.1016/j.ijsrc.2023.09.002
Rachid Zentar , Fatima Ouendi , Hongwei Wang
{"title":"Effects of sample preparation methods on measured characteristics of marine and fluvial sediment","authors":"Rachid Zentar ,&nbsp;Fatima Ouendi ,&nbsp;Hongwei Wang","doi":"10.1016/j.ijsrc.2023.09.002","DOIUrl":"10.1016/j.ijsrc.2023.09.002","url":null,"abstract":"<div><p>Dredged sediment is complex material composed of mineral phases, organics phases, and liquid phases. For the characterization of sediment in the laboratory, the material should be dried before applying some tests, such as the determination of organic matter content, X-ray diffraction (XRD) analysis, X-ray fluorescence (XRF) analysis, specific surface area, specific gravity, and many other tests. To do such tests, in test standards, no specific drying method is recommended. This paper evaluates the effects of drying methods on the measured characteristics of dredged sediment. The drying methods investigated in the current study are oven-drying, freeze-drying, and air drying. From the results obtained, it seems that the drying method affects the results of the test done on the sediment. Among the drying methods, freeze-drying has less effect on sediment properties when the results are compared to a few properties measured on undried material. However, from the point of view of materials classification in road construction, no effects of drying methods are recorded.</p></div>","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"39 1","pages":"Pages 15-27"},"PeriodicalIF":3.6,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1001627923000562/pdfft?md5=d510cb4fc484c8b8ac4ba167ac717b75&pid=1-s2.0-S1001627923000562-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135389606","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","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 the angle between the rock strata and slope on flow hydraulics and sediment yield in karst trough valley: laboratory scour experiment 岩层与斜坡之间的角度对岩溶槽谷水流水力学和泥沙产量的影响:实验室冲刷实验
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2023-12-20 DOI: 10.1016/j.ijsrc.2023.12.005
Yuqi Zhang, Lan Song, Yunfei Bi, Binghui He, Rongchang Zeng, Tianyang Li
{"title":"Effects of the angle between the rock strata and slope on flow hydraulics and sediment yield in karst trough valley: laboratory scour experiment","authors":"Yuqi Zhang, Lan Song, Yunfei Bi, Binghui He, Rongchang Zeng, Tianyang Li","doi":"10.1016/j.ijsrc.2023.12.005","DOIUrl":"https://doi.org/10.1016/j.ijsrc.2023.12.005","url":null,"abstract":"<p>The angle between the exposed bedrock and slope in a karst trough valley strongly affects overland flow behavior, thus, altering the generation of runoff and sediment. However, the directions and magnitudes of these effects remain unclear. The current study aimed to investigate the effects of the angle between the rock and slope on flow hydraulics, runoff, and sediment yield, as well as their linkages. A laboratory flume scour experiment was done under different combinations of angles between rock strata and slope (0°, 30°, 60°, 90°, 120°, and 150°), flow discharge rates (5, 7.5, and 10 L/min) and slope gradients (10°, 15°, and 20°) to simulate the field environment in a karst trough valley. The flow hydraulics (Reynolds number, flow velocity, flow depth, and Darcy-Weisbach friction factor), sediment yield, sediment concentration, and runoff rate were determined. The results showed that with increasing scour duration, the Reynolds number and flow velocity decreased but the flow depth and Darcy-Weisbach friction factor increased. The angle between the rock strata and slope significantly affected the flow velocity and Darcy-Weisbach friction factor, while slightly affecting the flow depth and Reynolds number. Over the scour duration, the runoff rate first increased and remained at a steady state but the sediment concentration and sediment yield rate first increased and then sharply decreased to a steady state. The sediment concentration and sediment yield rate both significantly decreased as the angle between the rock strata and slope increased. The runoff rate was closely linked to the flow velocity and Darcy-Weisbach friction factor as well as the sediment yield rate and sediment concentration. The current results indicate that the angle between the rock strata and the slope should be considered an important parameter when developing a soil erosion prediction model for karst trough valleys.</p>","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"16 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2023-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139029904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
TOC
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2023-10-28 DOI: 10.1016/S1001-6279(23)00062-8
{"title":"TOC","authors":"","doi":"10.1016/S1001-6279(23)00062-8","DOIUrl":"https://doi.org/10.1016/S1001-6279(23)00062-8","url":null,"abstract":"","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"38 6","pages":"Pages ii-iii"},"PeriodicalIF":3.6,"publicationDate":"2023-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71783283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Igarapé Weir decelerated transport of contaminated sediment in the Paraopeba River after the failure of the B1 tailings dam (Brumadinho) B1尾矿坝溃决后,igarapeer堰减缓了Paraopeba河污染沉积物的运移(Brumadinho)
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2023-10-01 DOI: 10.1016/j.ijsrc.2023.06.004
Daniela Patrícia Salgado Terêncio , Fernando António Leal Pacheco , Renato Farias do Valle Junior , Maytê Maria Abreu Pires de Melo Silva , Teresa Cristina Tarlé Pissarra , Marília Carvalho de Melo , Carlos Alberto Valera , Luís Filipe Sanches Fernandes
{"title":"The Igarapé Weir decelerated transport of contaminated sediment in the Paraopeba River after the failure of the B1 tailings dam (Brumadinho)","authors":"Daniela Patrícia Salgado Terêncio ,&nbsp;Fernando António Leal Pacheco ,&nbsp;Renato Farias do Valle Junior ,&nbsp;Maytê Maria Abreu Pires de Melo Silva ,&nbsp;Teresa Cristina Tarlé Pissarra ,&nbsp;Marília Carvalho de Melo ,&nbsp;Carlos Alberto Valera ,&nbsp;Luís Filipe Sanches Fernandes","doi":"10.1016/j.ijsrc.2023.06.004","DOIUrl":"10.1016/j.ijsrc.2023.06.004","url":null,"abstract":"<div><p>The B1 dam of Córrego do Feijão Mine, owned by Vale, S.A. mining company and located on the Ferro-Carvão stream, collapsed and injected 2.8 Mm<sup>3</sup><span> of clayey, silty, and sandy iron- and manganese-rich tailings into the Paraopeba River (Minas Gerais state, Brazil). The accident occurred on 25 January 2019 and the tailings have been co-transported with coarser natural sediment since then, being partly trapped in the Igarapé Weir reservoir located on the Paraopeba River nearly 45 km downstream the injection point. The general purpose of the current study was to model suspended sediment transport in the vicinity of the Igarapé Weir aiming to assess the concomitant barrier effect imposed by this structure. Specifically, the spatial distributions of suspended clay, silt, and very fine-grained sand fractions (CSS) of sediment were mapped around the Igarapé Weir under low-flow (16 m</span><sup>3</sup>/s) and high-flow (5 to 10,000 years return period stream discharge; 699–2,699 m<sup>3</sup><span><span><span><span>/s) regimes, using RiverFlow2D as the modelling tool. The concentrations of the various grain materials in the upstream and downstream sectors were quantified linking the barrier effect to concentration reductions in the direction of stream flow. It was also a study goal to calculate differences of iron and manganese concentrations in the sediment + tailings mixtures along the Paraopeba River. The study results showed reductions in the CSS between 6.6% and 18%, from upstream to downstream of the Igarapé Weir, related with backwater effects, free and submerged hydraulic jumps, bank sedimentation in periods of high flow, and streambed sedimentation controlled by channel sinuosity and tailings density. These reductions were accompanied by drops in the concentrations of iron and manganese present in the clay and silt fractions, which varied between 6% and 42% under low flows and between 16% and 44% under high flows. Bank sedimentation was viewed as a potential threat to the riparian vegetation in the long-term. </span>Dredging is the potentially most effective </span>mitigation measure to help lead the Paraopeba River to a pre-rupture condition. The retention of sediment + tailings transported in suspension is less effective than the trapping of </span>bedload sediment + tailings behind the Igarapé weir. The efficacy of sediment trapping is expected to be larger for natural sediment because it is much coarser than the tailings. In that context, the simulations revealed for the low-flow period that 33.6% of the sediment deposition comprised suspended transport of natural sediment (thus, was comprised 66.4% of bedload transport), this proportion rose to 86.9% for mixtures of natural sediment + tailings, a result that did not differ much for the high-flow periods.</span></p></div>","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"38 5","pages":"Pages 673-697"},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46090528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Historical fluxes of metal and metalloids in an aquatic ecosystem affected by land-use change and mining activities in northwestern Mexico 墨西哥西北部受土地利用变化和采矿活动影响的水生生态系统中金属和类金属的历史通量
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2023-10-01 DOI: 10.1016/j.ijsrc.2023.05.003
Ochoa-Contreras Roberto , Jara-Marini Martín Enrique , Ruiz-Fernández Ana Carolina , Sanchez-Cabeza Joan Albert , Meza-Figueroa Diana , Pérez-Bernal Libia Hascibe
{"title":"Historical fluxes of metal and metalloids in an aquatic ecosystem affected by land-use change and mining activities in northwestern Mexico","authors":"Ochoa-Contreras Roberto ,&nbsp;Jara-Marini Martín Enrique ,&nbsp;Ruiz-Fernández Ana Carolina ,&nbsp;Sanchez-Cabeza Joan Albert ,&nbsp;Meza-Figueroa Diana ,&nbsp;Pérez-Bernal Libia Hascibe","doi":"10.1016/j.ijsrc.2023.05.003","DOIUrl":"https://doi.org/10.1016/j.ijsrc.2023.05.003","url":null,"abstract":"<div><p><span><span>Freshwater reservoirs are essential owing because of their ecological, economic, and social importance. They are particularly vulnerable to contamination, as of metal and metalloids, derived from anthropogenic activities like mining. The temporal variations in trace element concentrations (arsenic (As), mercury (Hg), chromium (Cr), copper (Cu), nickel (Ni), lead (Pb), and zinc (Zn)), enrichment, fluxes, and possible sources were evaluated by studying two </span>sediment cores from the La Angostura (ANG) Reservoir (northwest Mexico), using </span><sup>210</sup><span>Pb geochronology. The enrichment factors showed from null to minor enrichment for most elements, but moderate to severe enrichment of mercury (Hg). Most trace element concentrations had a detrital origin, and notable Hg concentration increases since the past decade were associated with severe drought periods, likely resulting from wildfires. The observed sediment concentrations of As and Hg can cause adverse effects on biota in the ecosystem since they are above the probable effect level (PEL). Development of strategies for metal attenuation in this reservoir is recommended and metals should be controlled until specific ecotoxicological studies are performed.</span></p></div>","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"38 5","pages":"Pages 724-738"},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49865335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
TOC
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2023-10-01 DOI: 10.1016/S1001-6279(23)00045-8
{"title":"TOC","authors":"","doi":"10.1016/S1001-6279(23)00045-8","DOIUrl":"10.1016/S1001-6279(23)00045-8","url":null,"abstract":"","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"38 5","pages":"Pages ii-iii"},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42781967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A framework approach to address the trend and causes of flood stage change in a river reach downstream of a dam influenced by tributaries 解决受支流影响的大坝下游河段洪水水位变化趋势和原因的框架方法
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2023-10-01 DOI: 10.1016/j.ijsrc.2023.05.001
Zhaohua Sun , Shanshan An , Xinyue Zhou , Zhiqing Li , Lei Zou
{"title":"A framework approach to address the trend and causes of flood stage change in a river reach downstream of a dam influenced by tributaries","authors":"Zhaohua Sun ,&nbsp;Shanshan An ,&nbsp;Xinyue Zhou ,&nbsp;Zhiqing Li ,&nbsp;Lei Zou","doi":"10.1016/j.ijsrc.2023.05.001","DOIUrl":"10.1016/j.ijsrc.2023.05.001","url":null,"abstract":"<div><p>The evaluation of the trend of flood stage changes in alluvial rivers downstream of dams is important for flood management. However, the flood stage associated with a given discharge generally is nonstationary in river reaches with multiple tributaries. This is not only because of the dam-induced shifting in the cross-sectional area and/or channel roughness but also because of the backwater induced by high flows from the tributaries. To determine the total trend of the flood stage and quantify the separate contributions of hydrological and geomorphic effects, the current study proposed a framework approach consisting of hydrological analysis and multiscenario numerical modeling. By this means, the trend in the flood stage could be distinguished from the stage oscillation driven by varying factors, including extreme hydrologic events. The effects of chronic changes, including channel incision and flow resistance increase, also were quantitatively separated. This framework was applied to the Chenglingji–Datong (CD) reach downstream of the Three Gorges Dam (TGD) in the Yangtze River, China. The results indicated that the effect of the roughness increase counterbalanced the effect of channel incision when the flow discharge was beyond the bankfull level. The backwater effect induced by tributary inflow was the major cause of the flood stage rise in recent years. The method presented in the current study provides a useful tool for managers and engineers to obtain better insight into the driving mechanisms of flood stage changes in river reaches that are downstream of dams. These findings indicate that the flood stage may not decline or may even occasionally increase, although the cross-sectional area was enlarged by channel incision. Special attention should be given to the flood risk situation in the study reach after the TGD began operation.</p></div>","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"38 5","pages":"Pages 662-672"},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49109634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rapid magnetic susceptibility measurement as a tracer to assess the erosion–deposition process using tillage homogenization and simple proportional models: A case study in northern of Morocco 快速磁化率测量作为示踪剂,利用耕作均质化和简单比例模型评估侵蚀-沉积过程:以摩洛哥北部为例研究
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2023-10-01 DOI: 10.1016/j.ijsrc.2023.06.002
Abdessalam Ouallali , Naima Bouhsane , Saidati Bouhlassa , Mohamed Moukhchane , Shamsollah Ayoubi , Habiba Aassoumi
{"title":"Rapid magnetic susceptibility measurement as a tracer to assess the erosion–deposition process using tillage homogenization and simple proportional models: A case study in northern of Morocco","authors":"Abdessalam Ouallali ,&nbsp;Naima Bouhsane ,&nbsp;Saidati Bouhlassa ,&nbsp;Mohamed Moukhchane ,&nbsp;Shamsollah Ayoubi ,&nbsp;Habiba Aassoumi","doi":"10.1016/j.ijsrc.2023.06.002","DOIUrl":"10.1016/j.ijsrc.2023.06.002","url":null,"abstract":"<div><p><span>Soil erosion<span><span> is a significant threat in the Rif region in northern Morocco. Hence, accurate cartography of the phenomenon, magnitude, and extent of erosion in the area needs a simple, rapid, and economical method such as </span>magnetic susceptibility (MS). The current study aims to: (i) determine the factors influencing the variation of soil MS, (ii) exploit MS to estimate soil loss using two approaches in different homogenous units characterized by the same climatic conditions with different edaphic characteristics (land use, slope, and lithology), and (iii) highlight the potential for using MS as a cheap and rapid tracer of a long term erosion and deposition processes. Mass-specific magnetic susceptibility at low (</span></span><em>χ</em><sub>lf</sub>) and high (<em>χ</em><sub>hf</sub>) frequencies were measured for 182 soil samples collected in the study area. A tillage homogenization (T-H) model and a simple proportional model (SPM) were applied on an undisturbed soil profile to predict the eroded soil depths for given cores. The results confirm that <em>χ</em><sub>lf</sub><span><span> is influenced by land use, slope, and soil type. Pedogenesis is the main factor affecting soil MS enhancement, indicated by homogenous magnetic </span>mineralogy with a dominance of super-paramagnetic (SP) and stable single domain (SSD) magnetic grains. The study results show that higher soil losses have occurred in almost all the soil samples when applying the T-H model compared to application of the SPM. The SPM underestimates erosion due to its ignorance of the MS of the plow layers after erosion. The current study implies the high efficacy of magnetic susceptibility as the quick, easily measurable, simple, and cost-effective approach that can be used as an alternative technique for evaluating soil redistribution.</span></p></div>","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"38 5","pages":"Pages 739-753"},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43490135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Experimental investigation of sediment transport in partially ice-covered channels 部分冰雪覆盖河道泥沙输移的实验研究
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2023-10-01 DOI: 10.1016/j.ijsrc.2023.06.003
Mina Rouzegar, Shawn P. Clark
{"title":"Experimental investigation of sediment transport in partially ice-covered channels","authors":"Mina Rouzegar,&nbsp;Shawn P. Clark","doi":"10.1016/j.ijsrc.2023.06.003","DOIUrl":"10.1016/j.ijsrc.2023.06.003","url":null,"abstract":"<div><p><span>It is important to understand the effects of ice cover on sediment transport in cold climates, where sub-freezing temperatures affect water bodies for a significant part of the year. The literature contains many studies on sediment transport in </span>open channel flow<span>, and several studies on sediment transport in completely ice-covered flow. There has been little or no research on sediment transport in partially ice-covered channels. In the current study, laboratory experiments were done in a rectangular flume to quantify the impact of border ice presence on the sediment transport rate. The effects of ice cover extent and changing flow strengths on sediment transport distribution also were investigated, and the results were compared to those for fully ice-covered and open channel flow. The ice coverage ratios considered were 0 (representing the open water condition), 0.25, 0.50, 0.67, and 1 (representing fully ice-covered flow). The partial ice cover was found to impact the sediment transport distribution within the channel. The effect of ice coverage extent on sediment transport distribution was more significant at lower flow strengths and became negligible at higher flow strengths. The conventional equations for sediment transport in open channel flow and fully ice-covered flow that relate the dimensionless bedload transport rate to the flow strength were found to be applicable to estimate the total cross-section-averaged bedload transport for partially ice-covered flow when modified appropriately. Empirical coefficients for these equations were determined using the experimental data.</span></p></div>","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"38 5","pages":"Pages 769-779"},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44615853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Improving hydrodynamic modeling of river networks by incorporating data assimilation using a particle filter 通过使用粒子滤波器结合数据同化改进河网的水动力学建模
IF 3.6 2区 环境科学与生态学
International Journal of Sediment Research Pub Date : 2023-10-01 DOI: 10.1016/j.ijsrc.2023.06.001
Chenhui Jiang , Dejun Zhu , Haobo Li , Xiaoqun Liu , Danxun Li
{"title":"Improving hydrodynamic modeling of river networks by incorporating data assimilation using a particle filter","authors":"Chenhui Jiang ,&nbsp;Dejun Zhu ,&nbsp;Haobo Li ,&nbsp;Xiaoqun Liu ,&nbsp;Danxun Li","doi":"10.1016/j.ijsrc.2023.06.001","DOIUrl":"10.1016/j.ijsrc.2023.06.001","url":null,"abstract":"<div><p><span>Numerical modeling is a well-recognized method for studying the hydrodynamic processes in river networks. Multi-source measurements also offer abundant information on the patterns and mechanisms within the processes. Therefore, improving hydrodynamic modeling of river networks through the use of </span>data assimilation techniques has become a hot research topic in recent years. The particle filter (PF) is a commonly used data assimilation method and has been proven to be applicable to various nonlinear and non-Gaussian models. In the current study, an improved numerical hydrodynamic model for large-scale river networks is established by incorporating the advanced PF algorithm. Furthermore, the PF method based on the Gaussian likelihood function (GLF) and the method based on the Cauchy likelihood function (CLF) are compared for a complex river network scenario. The feasibility of the PF-based methods was evaluated through application to the Yangtze-Dongting River-lake Network (YDRN) by assimilating water stage data collected at six hydrometric stations during the entire hydrodynamic process in 2003. Additionally, the parameters used in the likelihood function, which affect the assimilation performance, also were explored in the current study. The study results found that the accuracy of the model-derived water stage data was improved when the PF-based methods are utilized, with improvement not only at the data assimilation (calibration) sites but also at three hydrometric stations not used in the data assimilation (i.e., verification sites). The highest average Nash-Sutcliffe Efficiency result for the six assimilation sites were 0.98 while the lowest summed root-mean-square-error result was 1.801 m. The comparison results also indicated that the CLF-based PF outperformed the GLF-based PF when high-accuracy observed data are available. Specifically, the CLF can effectively resolve the filtering failure problem and the dispersion problem of PFs, and further improve the accuracy of the filtering results for a river network scenario. In summary, the CLF-based PF method along with high-accuracy observation data shows promise to provide reliable reference and technical support for hydrodynamic modeling of large-scale river networks.</p></div>","PeriodicalId":50290,"journal":{"name":"International Journal of Sediment Research","volume":"38 5","pages":"Pages 711-723"},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45891725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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