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Selection of Water Transmission Method and Analysis of Pipe Network Zoning in Municipal Water Supply and Drainage Design
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作者 Liang Liu 《Journal of World Architecture》 2024年第2期56-61,共6页
With the acceleration of urbanization,the demand for water supply and drainage pipe networks has increased significantly.In the planning of urban construction,it is necessary to optimize the design of the water supply... With the acceleration of urbanization,the demand for water supply and drainage pipe networks has increased significantly.In the planning of urban construction,it is necessary to optimize the design of the water supply and drainage system pipe network to effectively save energy while providing residents with more accessible water resources.Therefore,the municipal water supply and drainage system and the water transmission methods should be designed according to the geographical conditions of the city.In this paper,we mainly analyze the design of municipal water supply and drainage systems and the selection of water transmission methods.Besides,the optimization of the water supply and drainage network zoning process and pipe network maintenance is also discussed,so as to provide a reference for municipal water supply and drainage work. 展开更多
关键词 Municipal water supply and drainage design Water transmission method Pipe network zoning maintenance
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Research on runoff variations based on wavelet analysis and wavelet neural network model: A case study of the Heihe River drainage basin (1944-2005) 被引量:6
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作者 WANG Jun MENG Jijun 《Journal of Geographical Sciences》 SCIE CSCD 2007年第3期327-338,共12页
The Heihe River drainage basin is one of the endangered ecological regions of China. The shortage of water resources is the bottleneck, which constrains the sustainable development of the region. Many scholars in Chin... The Heihe River drainage basin is one of the endangered ecological regions of China. The shortage of water resources is the bottleneck, which constrains the sustainable development of the region. Many scholars in China have done researches concerning this problem. Based on previous researches, this paper analyzed characteristics, tendencies, and causes of annual runoff variations in the Yingluo Gorge (1944-2005) and the Zhengyi Gorge (1954-2005), which are the boundaries of the upper reaches, the middle reaches, and the lower reaches of the Heihe River drainage basin, by wavelet analysis, wavelet neural network model, and GIS spatial analysis. The results show that: (1) annual runoff variations of the Yingluo Gorge have principal periods of 7 years and 25 years, and its increasing rate is 1.04 m^3/s.10y; (2) annual runoff variations of the Zhengyi Gorge have principal periods of 6 years and 27 years, and its decreasing rate is 2.25 m^3/s.10y; (3) prediction results show that: during 2006-2015, annual runoff variations of the Yingluo and Zhengyi gorges have ascending tendencies, and the increasing rates are respectively 2.04 m^3/s.10y and 1.61 m^3/s.10y; (4) the increase of annual runoff in the Yingluo Gorge has causal relationship with increased temperature and precipitation in the upper reaches, and the decrease of annual runoff in the Zhengyi Gorge in the past decades was mainly caused by the increased human consumption of water resources in the middle researches. The study results will provide scientific basis for making rational use and allocation schemes of water resources in the Heihe River drainage basin. 展开更多
关键词 annual runoff variations wavelet analysis wavelet neural network model GIS spatial analysis HeiheRiver drainage basin
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Fractal Measures of Drainage Network to Investigate Surface Deformation from Remote Sensing Data: A Paradigm from Hindukush (NE-Afghanistan) 被引量:3
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作者 Syed Amer MAHMOOD Richard GLOAGUEN 《Journal of Mountain Science》 SCIE CSCD 2011年第5期641-654,共14页
This approach represents the relative susceptibility of the topography of the earth to active deformation by means of geometrical distinctiveness of the river networks. This investigation employs the fractal analysis ... This approach represents the relative susceptibility of the topography of the earth to active deformation by means of geometrical distinctiveness of the river networks. This investigation employs the fractal analysis of drainage system extracted from ASTER Global Digital Elevation Model (GDEM-30m resolution). The objective is to mark active structures and to pinpoint the areas robustly influenced by neotectonics. This approach was examined in the Hindukush, NE-Afghanistan. This region is frequently affected by deadly earthquakes and the modern fault activities and deformation are driven by the collision between the northward-moving Indian subcontinent and Eurasia. This attempt is based on the fact that drainage system is strained to linearize due to neotectonic deformation. Hence, the low fractal dimensions of the Kabul, Panjsher, Laghman, Andarab, Alingar and Kocha Rivers are credited to active tectonics. A comprehensive textural examination is conducted to probe the linearization, heterogeneity and connectivity of the drainage patterns. The aspects for these natural textures are computed by using the fractal dimension (FD), lacunarity (LA) and succolarity (SA) approach. All these methods are naturally interrelated, i.e. objects with similar FD can be further differentiated with LA and/or SA analysis. The maps of FD, LA and SA values are generated by using a sliding window of 50 arc seconds by 50 arc seconds (50" × 50"). Afterwards, the maps are interpreted in terms of regional susceptibility to neotectonics. This method is useful to pinpoint numerous zones where the drainage system is highly controlled by Hindukush active structures. In the North-Northeast of the Kabul block, we recognized active tectonic blocks. The region comprising, Kabul, Panjsher, Andrab, Alingar and Badakhshan is more susceptible to damaging events. This investigation concludes that the fractal analysis of the river networks is a bonus tool to localize areas vulnerable to deadly incidents influencing the Earth’s topography and consequently intimidate human lives. 展开更多
关键词 FRACTAL drainage network LACUNARITY Succolarity Surface deformation and Hindukush
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A New Treatment of Depression for Drainage Network Extraction Based on DEM 被引量:4
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作者 WANG Yan PENG Hong +3 位作者 CUI Peng ZHANG Wanshun QIAO Fei CHEN Cai'er 《Journal of Mountain Science》 SCIE CSCD 2009年第4期311-319,共9页
Depressions in landscapes function as buffers for water and sediment. A landscape with depressions has less runoff, less erosion and more sedimentation than that without depressions. Sinks in digital elevation models ... Depressions in landscapes function as buffers for water and sediment. A landscape with depressions has less runoff, less erosion and more sedimentation than that without depressions. Sinks in digital elevation models (DEMs) can be considered the real features that represent depressions in actual landscapes or spurious features that result from errors in DEM creation. In many hydrological and erosion models, all sinks are considered as spurious features and, as a result, these models do not deal with the sinks that represent real depressions. Consequently, the surface runoff and erosion are overestimated due to removing the depressions. Aiming at this problem, this paper presents a new method, which deal with the sinks that represent real depressions. The drainage network is extracted without changing the original DEM. The method includes four steps: detecting pits, detecting depressions, merging depressions, and extracting drainage network. Because the elevations of grid cells are not changed, the method can also avoid producing new fiat areas, which are always produced by the conventional filling methods. The proposed method was applied to the Xihanshui River basin, the upper reach of the Jialingjiang River basin, China, to automatically extract the drainage network based on DEM. The extracted drainage network agrees well with the reality and can be used for further hydrologic analysis and erosion estimation. 展开更多
关键词 drainage network extraction Depression processing Digital elevation model Wooden barrel effect Xihanshui River basin.
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Drainage Network and Lineament Analysis:An Approach for Potwar Plateau(Northern Pakistan) 被引量:2
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作者 Faisal SHAHZAD Syed Amer MAHMOOD Richard GLOAGUEN 《Journal of Mountain Science》 SCIE CSCD 2009年第1期14-24,共11页
Drainage responds rapidly to tectonic changes and thus it is a potential parameter for teetonogeomorphological analysis. Drainage network of Potwar is a good geological record of movement, displacements, regional upli... Drainage responds rapidly to tectonic changes and thus it is a potential parameter for teetonogeomorphological analysis. Drainage network of Potwar is a good geological record of movement, displacements, regional uplifts and erosion of the tectonic units. This study focuses on utilizing drainage network extracted from Shuttle Radar Digital Elevation Data (SRTM-DEM) in order to constrain the structure of the Potwar Plateau. SWAN syncline divides Potwar into northern Potwar deformed zone (NPDZ) and southern Potwar platform zone (SPPZ). We extracted the drainage network from DEM and analyzed 112 streams using stream power law. Spatial distribution of concavity and steepness indices were used to prepare uplift rate map for the area. DEM was further utilized to extract lineaments to study the mutual relationship between lineaments and drainage patterns. We compared the local correlation between the extracted lineaments and drainage network of the area that gives us quantitative information and shows promising prospects. The streams in the NPDZ indicate high steepness values as compared to the streams in the SPPZ. The spatial distribution of geomorphic parameters distinctive deformation and uplift rates suggest the among eastern, central and western parts. The local correlation between drainage network and lineaments from DEM is strongly positive in the area within I km of radius. 展开更多
关键词 drainage network LINEAMENTS streamprofile analysis uplift rate local correlation
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Urban Drainage Network Scheduling Strategy Based on Dynamic Regulation: Optimization Model and Theoretical Research
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作者 Xiaoming Fei 《Intelligent Automation & Soft Computing》 SCIE 2023年第8期1293-1309,共17页
With the acceleration of urbanization in China,the discharge of domestic sewage and industrial wastewater is increasing,and accidents of sewage spilling out and polluting the environment occur from time to time.Proble... With the acceleration of urbanization in China,the discharge of domestic sewage and industrial wastewater is increasing,and accidents of sewage spilling out and polluting the environment occur from time to time.Problems such as imperfect facilities and backward control methods are com-mon in the urban drainage network systems in China.Efficient drainage not only strengthens infrastructure such as rain and sewage diversion,pollution source monitoring,transportation,drainage and storage but also urgently needs technical means to monitor and optimize production and operation.Aiming at the optimal control of single-stage pumping stations and the coordinated control between two-stage pumping stations,this paper studies the modelling and optimal control of drainage network systems.Based on the Long Short Term Memory(LSTM)water level prediction model of the sewage pumping stations,and then based on the mechanism analysis of drainage pipe network,the factors that may cause the water level change of pumping station are obtained.Grey correlation analysis is carried out on these influencing factors,and the prediction model is established by taking the factors with a high correlation degree as input.The research results show that compared with the traditional prediction model,the LSTM model not only has higher prediction accuracy but also has better inflection point tracking ability. 展开更多
关键词 LSTM neural network urban drainage network drainage system scheduling strategy optimization
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Application of digital elevation model in delineating drainage networks
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作者 孙艳玲 《Journal of Chongqing University》 CAS 2005年第1期38-40,共3页
A practical method to extract drainage network from DEM (digital elevation model) is introduced. DEM pretreatment includes depression and flat areas treatment. The flow direction of each grid cell in DEM is calculated... A practical method to extract drainage network from DEM (digital elevation model) is introduced. DEM pretreatment includes depression and flat areas treatment. The flow direction of each grid cell in DEM is calculated according to the 8-direction pour point model, and then the flow accumulation grid from the flow direction grid. With the flow accumulation grid, streams are defined according to the given threshold value of flow accumulation. Taking Gufo River watershed as an example, the extraction of drainage network was done from DEM. The results are basically consistent with the digitized drainage network from the relief maps. 展开更多
关键词 digital elevation model drainage network DELINEATION WATERSHED
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LAN Tool: A GIS Tool for the Improvement of Digital Elevation Models Using Drainage Network Attributes
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作者 Alexandra Gemitzi Odysseas Christou 《Journal of Geographic Information System》 2013年第4期325-336,共12页
Digital Elevation Models (DEMs) are constructed using altitude point data and various interpolation techniques. The quality and accuracy of DEMs depend on data point density and the interpolation technique used. Usual... Digital Elevation Models (DEMs) are constructed using altitude point data and various interpolation techniques. The quality and accuracy of DEMs depend on data point density and the interpolation technique used. Usually however, altitude point data especially in plain areas do not provide realistic DEMs, mainly due to errors produced as a result of the interpolation technique, resulting in imprecise topographic representation of the landscape. Such inconsistencies, which are mainly in the form of surface depressions, are especially crucial when DEMs are used as input to hydrologic modeling for impact studies, as they have a negative impact on the model’s performance. This study presents a Geographical Information System (GIS) tool, named LAN (Line Attribute Network), for the improvement of DEM construction techniques and their spatial accuracy, using drainage network attributes. The developed tool does not alter the interpolation technique, but provides higher point density in areas where most DEM problems occur, such as lowland areas or places where artificial topographic features exist. Application of the LAN tool in two test sites showed that it provides considerable DEM improvement. 展开更多
关键词 Digital ELEVATION Model (DEM) GEOGRAPHICAL Information Systems (GIS) drainage network Spatial INTERPOLATION Hydrologic Modeling
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Studying Relationships between the Fractal Dimension of the Drainage Basins and Some of Their Geomorphological Characteristics 被引量:2
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作者 Zahra Khanbabaei Amir Karam Ghobad Rostamizad 《International Journal of Geosciences》 2013年第3期636-642,共7页
Complex nonlinear dynamic systems are ubiquitous in the landscapes and phenomena studied by earth sciences in general and by geomorphology in particular. Many natural landscape features have an aspect such as fractals... Complex nonlinear dynamic systems are ubiquitous in the landscapes and phenomena studied by earth sciences in general and by geomorphology in particular. Many natural landscape features have an aspect such as fractals. In the many geomorphologic phenomena such as river networks and coast lines this is visible. In recent years fractal geometry offers as an option for modeling river geometry and physical processes of rivers. The fractal dimension is a statistical quantity that indicates how a fractal scales with the shrink, the space occupied. This theory has the mathematical basis but also applied in geomorphology and also shown great success. Physical behavior of many natural processes as well as using fractal geometry is predictable relations. Behavior of complex natural phenomena as rivers has always been of interest to researchers. In this study using data basic maps, drainage networks map and Digital Elevation Model of the ground was prepared. Then applying the rules Horton-Strahler river network, fractal dimensions were calculated to examine the relationship between fractal dimension and some rivers geomorphic features were investigated. Results showed fractal dimension of watersheds have meaningful relations with factors such as shape form, area, bifurcation ratio and length ratio in the watersheds. 展开更多
关键词 FRACTAL Geometry FRACTAL DIMENSION drainage networks Horton-Strahler
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Application of LiDAR Data for Hydrologic Assessments of Low-Gradient Coastal Watershed Drainage Characteristics
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作者 Devendra Amatya Carl Trettin +1 位作者 Sudhanshu Panda Herbert Ssegane 《Journal of Geographic Information System》 2013年第2期175-191,共17页
Documenting the recovery of hydrologic functions following perturbations of a landscape/watershed is important to address issues associated with land use change and ecosystem restoration. High resolution LiDAR data fo... Documenting the recovery of hydrologic functions following perturbations of a landscape/watershed is important to address issues associated with land use change and ecosystem restoration. High resolution LiDAR data for the USDAForestServiceSanteeExperimentalForestin coastalSouth Carolina,USAwas used to delineate the remnant historical water management structures within the watersheds supporting bottomland hardwood forests that are typical of the re- gion. Hydrologic functions were altered during the early1700’s agricultural use period for rice cultivation, with changes to detention storage, impoundments, and runoff routing. Since late1800’s, the land was left to revert to forests, without direct intervention. The resultant bottomlands, while typical in terms of vegetative structure and composition, still have altered hydrologic pathways and functions due to the historical land use. Furthermore, an accurate estimate of the watershed drainage area (DA) contributing to stream flow is critical for reliable estimates of peak flow rate, runoff depth and coefficient, as well as water and chemical balance. Peak flow rate, a parameter widely used in design of channels and cross drainage structures, is calculated as a function of the DA and other parameters. However, in contrast with the upland watersheds, currently available topographic maps and digital elevation models (DEMs) used to estimate the DA are not adequate for flat, low-gradient Coastal Plain (LCP) landscape. In this paper we explore a case study of a 3rd order watershed (equivalent to 14-digit hydrologic unit code (HUC)) at headwaters of east branch of Cooper River draining to Charleston Harbor, SC to assess the drainage area and corresponding mean annual runoff coefficient based on various DEMs including LiDAR data. These analyses demonstrate a need for application of LiDAR-based DEMs together with field verification to improve the basis for assessments of hydrology, watershed drainage characteristics, and modeling in the LCP. 展开更多
关键词 Santee Experimental Forest Digital ELEVATION Models (DEM) drainage Area drainage network Low-Gradient Coastal Plain (LCP)
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Review of Thoracic Endovascular Aneurysm Repair (TEVAR), Spinal Cord Ischemia (SCI), Cerebrospinal Fluid (CSF) Drainage and Blood Pressure (BP) Augmentation
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作者 R. Englund 《Surgical Science》 2017年第2期73-81,共9页
The object of this review is to examine the role of TEVAR in causing SCI. The anatomy and physiology of blood flow to the spinal cord is examined. The role of auto regulation of blood flow within the spinal cord is al... The object of this review is to examine the role of TEVAR in causing SCI. The anatomy and physiology of blood flow to the spinal cord is examined. The role of auto regulation of blood flow within the spinal cord is also examined. This review examines the reported results from the scientific literature of the effect of thoracic aortic aneurysm repair on spinal cord blood flow. In the light of the-se findings several conclusions can reasonably be reached. These conclusions are that the development of SCI can reasonably be predicted based on complexity and extent of the TEVAR procedure performed and BP augmentation and CSF drainage can significantly reduce the impact of SCI. 展开更多
关键词 THORACIC ENDOVASCULAR Aortic ANEURYSM Repair Spinal Cord Ischemia Means Systemic Arterial Blood Pressure CEREBROSPINAL Fluid drainage COLLATERAL network
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Study on the Whole Process Simulation and Regulation Mechanism of Urban Green Ecological Rainwater Drainage System
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作者 Lu Cao Li Huang +1 位作者 Penghe Zhao Yuling Liu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2021年第11期787-803,共17页
In view of the frequent waterlogging caused by rapid urbanization and the public’s dissatisfaction with the drainage system,the article based on the concept of the green ecological drainage system,constructed the urb... In view of the frequent waterlogging caused by rapid urbanization and the public’s dissatisfaction with the drainage system,the article based on the concept of the green ecological drainage system,constructed the urban green ecological drainage comprehensive simulation research system,and quickly evaluated pipe network operation and surface water of an industrial park under typical rainfall conditions.The results showed that the drainage capacity of the designed green ecological rainwater drainage system reached 100%,and there was no ponding phenomenon,which indicated that the green ecological rainwater drainage system could effectively solve the practical problems of urban drainage.The green ecological rainwater comprehensive simulation research system had good adaptability.The research results provided the scientific theoretical basis and reference significance for planning,designing,constructing,operating,and managing urban rainwater system scientifically and systematically. 展开更多
关键词 Urban waterlogging rainwater pipe network green ecological drainage system rapid evaluation model regulation mechanism
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Channel Network Tool-I的原理与功能 被引量:5
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作者 郝振纯 王加虎 +1 位作者 李丽 章四龙 《水文》 CSCD 北大核心 2005年第2期15-19,共5页
CNT-Ⅰ(ChannelNetworkTool-Ⅰ)是基于复合信息(数字高程模型和栅格化主干河网)自动提取流域地表水文特征的专用软件包。它利用主干河网的位置信息指导D8法单元网格水流模式的提取,弥补了现有工具软件使用的数据源单一带来的问题和不足... CNT-Ⅰ(ChannelNetworkTool-Ⅰ)是基于复合信息(数字高程模型和栅格化主干河网)自动提取流域地表水文特征的专用软件包。它利用主干河网的位置信息指导D8法单元网格水流模式的提取,弥补了现有工具软件使用的数据源单一带来的问题和不足,在平原区和洼地的处理上有了很大改善。CNT-Ⅰ专门针对配置一般的计算机设计,支持千万格点以上的各种分辨率的栅格数据,并内嵌了分辨率为30″的中国大陆DEM和相应的Ⅰ、Ⅱ级主干河网,且能以30″的整数倍输出任意区域的河网、流域边界、准三维渲染图,以及栅格的流向、坡度、汇流路径等数据,并能根据用户的要求度身定制,具有很强的实用性。介绍了该软件的原理和功能,并与同类型的商业软件进行了比较。 展开更多
关键词 数字高程模型 栅格化主干河网 流域特征 自动提取 工具
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Effectiveness of urban distributed runoff model for discharge and water depth calculation in urban drainage pipe networks
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作者 Yang Zhou Yi-ling Leng +3 位作者 Peng-yu Wang Shang-hong Zhang Yu-long Zhu Yu-jun Yi 《Journal of Hydrodynamics》 SCIE EI CSCD 2024年第3期582-591,共10页
Effective urban land-use re-planning and the strategic arrangement of drainage pipe networks can significantly enhance urban flood defense capacity.Aimed at reducing the potential risks of urban flooding,this paper pr... Effective urban land-use re-planning and the strategic arrangement of drainage pipe networks can significantly enhance urban flood defense capacity.Aimed at reducing the potential risks of urban flooding,this paper presents a straightforward and efficient approach to an urban distributed runoff model(UDRM).The model is developed to quantify the discharge and water depth within urban drainage pipe networks under varying rainfall intensities and land-use scenarios.The Nash efficiency coefficient of UDRM exceeds 0.9,which indicates its high computational efficiency and potential benefit in predicting urban flooding.The prediction of drainage conditions under both current and re-planned land-use types is achieved by adopting different flood recurrence intervals.The findings reveal that the re-planned land-use strategies could effectively diminish flood risk upstream of the drainage pipe network across 20-year and 50-year flood recurrence intervals.However,in the case of extreme rainfall events(a 100-year flood recurrence),the re-planned land-use approach fell short of fulfilling the requirements necessary for flood disaster mitigation.In these instances,the adoption of larger-diameter drainage pipes becomes an essential requisite to satisfy drainage needs.Accordingly,the proposed UDRM effectively combines land-use information with pipeline data to give practical suggestions for pipeline modification and land-use optimization to combat urban floods.Therefore,this methodology warrants further promotion in the field of urban re-planning. 展开更多
关键词 Stormwater runoff water depth urban distributed runoff model urban drainage pipe networks urban land-use re-planning
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Application of River Network Hydrodynamic Model in Determining Water Distribution Scale of Haishu Plain
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作者 Meijun Huang Sufu Chu Degang Jin 《Journal of Water Resource and Protection》 2022年第4期334-348,共15页
The water distribution network is an important part of the plain water environment improvement system. To make efficient use of the regional water diversion source, scientifically distribute the water diversion flow a... The water distribution network is an important part of the plain water environment improvement system. To make efficient use of the regional water diversion source, scientifically distribute the water diversion flow and improve the water environment carrying capacity of Haishu Plain, the river network hydrodynamic model is used in this paper to simulate the water intake location, reasonable water quantity and influence range of water transfer in Haishu Plain. The simulation results have high accuracy, which can provide a scientific basis for the scale, water transfer mechanism and project layout of water transfer construction in Haishu Plain and show a strong reference value for the study of water diversion and distribution scheme of coastal plain river network. 展开更多
关键词 River network Hydrodynamic Model Water Distribution Planning Water Diversion and drainage Layout Water Environment Haishu Plain
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高密度城市排水管道缺陷精准定位研究
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作者 刘幼琼 王红涛 《给水排水》 CSCD 北大核心 2024年第11期137-142,共6页
为解决排水管网管道缺陷会导致管道倾斜的问题,从而使得水流无法顺利排出,增加排水系统的负荷压力,提出一种高密度城市排水管网管道缺陷精准定位方法。在城市排水管道图像中实施去噪处理,增强图像对比度,定义管网图像数据集样本的均衡... 为解决排水管网管道缺陷会导致管道倾斜的问题,从而使得水流无法顺利排出,增加排水系统的负荷压力,提出一种高密度城市排水管网管道缺陷精准定位方法。在城市排水管道图像中实施去噪处理,增强图像对比度,定义管网图像数据集样本的均衡化条件,完成对排水管网数据集的预处理。然后,分割管网管道图像,利用取样所得的管道缺陷特征,推导目标定位函数,实现精准定位。结果表明,该方法能够根据水流速度确定缺陷区域所在位置,并在目标缺陷区域内准确定义管道倾斜程度,管网管道缺陷定位坐标与真实位置一致。 展开更多
关键词 高密度城市 排水管网 管道缺陷 图像去噪 定位函数
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数据引流下异构传感器网络能量空洞防护算法
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作者 王宗意 王玥 刘杨平 《计算机仿真》 2024年第4期368-372,共5页
异构传感器网络在工作时,靠近传感器基站位置的节点会由于接收转发次数较多而出现能量空洞现象。为有效对此现象实施防护,保障网络安全运行,提出数据引流下异构传感器网络能量空洞防护算法。构建网络节点部署模型,对传感器网络节点实施... 异构传感器网络在工作时,靠近传感器基站位置的节点会由于接收转发次数较多而出现能量空洞现象。为有效对此现象实施防护,保障网络安全运行,提出数据引流下异构传感器网络能量空洞防护算法。构建网络节点部署模型,对传感器网络节点实施节点优化部署;计算网络节点能耗对网络实施能量均衡控制,获取异构传感器网络节点的簇内传输跳数;结合获取的节点簇内跳数以及能量均衡结果开展节点接收数据的的引流分配,平衡传感器网络层内节点能量消耗,实现传感器网络的能量空洞防护。实验结果表明,使用上述方法开展传感器网络能量空洞防护时,数据转发接收能耗较低,防护方法性能高,防护效果好。 展开更多
关键词 数据引流 异构传感器网络 能量空洞 防护算法 节点部署优化
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平原圩区复合下垫面水文水动力耦合模型
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作者 李彬权 陈丞 +2 位作者 肖洋 余煌浩 许栋 《水科学进展》 EI CAS CSCD 北大核心 2024年第5期805-816,共12页
平原圩区地势低洼,下垫面类型多样,产汇流过程较为复杂,水文过程模拟和预报十分困难。为解决平原圩区洪水预报难题,建立考虑水田、旱地、林地、城市区与水域等多种下垫面类型的产汇流模型,利用MIKE 11 HD水动力模型模拟河道汇流过程,提... 平原圩区地势低洼,下垫面类型多样,产汇流过程较为复杂,水文过程模拟和预报十分困难。为解决平原圩区洪水预报难题,建立考虑水田、旱地、林地、城市区与水域等多种下垫面类型的产汇流模型,利用MIKE 11 HD水动力模型模拟河道汇流过程,提出面向平原圩区复合下垫面条件的水文水动力耦合模型;并采用BP神经网络进行河道水位预报误差校正,以提高模型精度。选择广州市南沙蕉门河排涝片为研究区,检验耦合模型的水位预报精度,并以2023年“9·7深圳特大暴雨”为移置场景输入,模拟不同排涝措施对河道水位的影响。结果表明:模型能够较好地模拟研究区场次洪水的河道水位过程,率定期和验证期的平均Nash效率系数分别为0.86和0.91,10场洪水中有8场的最高水位模拟误差小于0.05 m;采用BP神经网络校正后所有场次洪水的Nash效率系数均大于0.9,满足洪水预报的精度要求。研究区面临“9·7深圳特大暴雨”场景时存在内涝风险,需提升圩内蓄洪排涝能力。 展开更多
关键词 洪水预报 误差校正 MIKE 11 HD模型 平原圩区 BP神经网络 防洪排涝
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堆叠集成算法在城市地下排水管网风险评估中的应用
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作者 汪宙峰 李全喜 +2 位作者 谢凯宇 蒲朝东 何宸锐 《安全与环境学报》 CAS CSCD 北大核心 2024年第10期3719-3728,共10页
近年来排水管网事故频发,因此迫切需要一种客观、高效的风险评估方法。基于此,提出基于堆叠模型的城市地下排水管网风险评估方法,显著提高建模的精度。研究选择管长、坡度等14个特征变量进行建模,将堆叠集成算法与独立机器学习算法的预... 近年来排水管网事故频发,因此迫切需要一种客观、高效的风险评估方法。基于此,提出基于堆叠模型的城市地下排水管网风险评估方法,显著提高建模的精度。研究选择管长、坡度等14个特征变量进行建模,将堆叠集成算法与独立机器学习算法的预测性能进行比较,探究排水管网风险的影响因素。结果显示:(1)研究区内4级风险和3级风险排水管段数占比分别为21.23%和21.38%,需要尽快在现场进行处置。(2)堆叠集成算法预测精确度为93.7%,高于随机森林(91%)、决策树(89%)和支持向量机(78%)的预测精确度,比独立机器学习算法的评估性能更好。(3)除了管长、管径等常规属性对排水管网风险有重要影响,沉积、障碍物等因素对排水管网的风险也不容忽视。结果有助于排水管网健康评估,对各类机器学习算法评估管网风险建模具有启示意义。 展开更多
关键词 安全工程 机器学习 排水管网 风险评估
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浙江水网总体布局与建设实践
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作者 李锐 《中国水利》 2024年第17期57-61,共5页
浙江省是全国第一批省级水网先导区之一,在系统分析构建浙江水网的新形势新要求、省情水情工情的基础上,提出“三纵八横十枢”的浙江水网总体布局以及高水平水资源配置体系、高标准防洪保安体系、高品质幸福河湖体系、高效能智慧水利体... 浙江省是全国第一批省级水网先导区之一,在系统分析构建浙江水网的新形势新要求、省情水情工情的基础上,提出“三纵八横十枢”的浙江水网总体布局以及高水平水资源配置体系、高标准防洪保安体系、高品质幸福河湖体系、高效能智慧水利体系、高质量水网管理体系五大体系建设思路,从加快建设高质量浙江水网、持续补强防洪排涝安全屏障、着力推进全域幸福河湖建设、系统开展数字孪生水利建设、创新探索水利投融资模式五个方面提出重点突破方向和经验做法,在此基础上,分析了当前存在的问题及下一步工作思考。 展开更多
关键词 国家水网 水资源保障 防洪排涝 幸福河湖 数字孪生 浙江水网
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