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客户流失问题研究综述 被引量:35
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作者 于小兵 曹杰 巩在武 《计算机集成制造系统》 EI CSCD 北大核心 2012年第10期2253-2263,共11页
为了提高企业的客户服务水平,总结了五种客户流失预测算法,介绍了三种算法评价模型;归纳了造成客户流失的原因;概括了客户流失挽留的分类。列举了客户流失在电信、金融和电子商务行业的应用案例。总结了当前存在的问题:整合客户信息获... 为了提高企业的客户服务水平,总结了五种客户流失预测算法,介绍了三种算法评价模型;归纳了造成客户流失的原因;概括了客户流失挽留的分类。列举了客户流失在电信、金融和电子商务行业的应用案例。总结了当前存在的问题:整合客户信息获取、预测、流失原因分析与评估、流失挽留的研究较少;公认的预测样本相对较少;基于系统动力学的客户流失原因分析和动态客户流失原因评估不多;基于定量分析的客户流失挽留研究较少。为深入研究客户流失理论、方法和应用提供了参考。 展开更多
关键词 客户关系管理 客户流失 流失评估 流失挽留 预测模型
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基于生态修复理念的取土场水土流失分析与治理对策研究 被引量:2
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作者 夏敦宁 葛波 +3 位作者 陈莉莎 殷承启 王玉红 郭晓峰 《中国水土保持》 2021年第4期34-36,共3页
随着经济的快速发展,城市建设带来大量废弃的取土场,导致周边环境恶化,严重制约区域生态安全和经济发展,因此取土场的科学治理任务紧迫。以巢湖经济开发区内岗地取土场、公路取土场和切坡取土场为例,在充分分析现状、评估水土流失危害... 随着经济的快速发展,城市建设带来大量废弃的取土场,导致周边环境恶化,严重制约区域生态安全和经济发展,因此取土场的科学治理任务紧迫。以巢湖经济开发区内岗地取土场、公路取土场和切坡取土场为例,在充分分析现状、评估水土流失危害程度的基础上,结合生态修复理念,多种治理措施相结合,针对不同类型取土场的具体情况提出了合适的治理方案,达到了最佳修复效果。研究成果可为城市发展过程中产生的取土场治理提供宝贵的治理经验。 展开更多
关键词 取土场 现状分析 水土流失危害评估 生态修复
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Risk Assessment of Nitrogen Discharge from a Coastal Watershed 被引量:1
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作者 CHEN Neng-Wang HONG Hua-Sheng ZHANG Luo-Ping CAO Wen-Zhi 《Pedosphere》 SCIE CAS CSCD 2007年第4期467-474,共8页
Probabilistic risk assessment (PRA) uses probability theory to quantify the probability of occurrence of an event. In this study, PRA was conducted for the discharge of excess nitrogen (N) from an agricultural (J... Probabilistic risk assessment (PRA) uses probability theory to quantify the probability of occurrence of an event. In this study, PRA was conducted for the discharge of excess nitrogen (N) from an agricultural (Jiulong River) watershed in Southeast China. Using fault tree analysis, a type of PRA, the probability of occurrence of excess N discharge into the river during a runoff event was evaluated both qualitatively and quantitatively. Land use maps, soil maps, fertilizer use records, and expert opinions were used to determine probabilities of individual events within the fault tree and to calculate the overall probability of excess N discharge during a runoff event. Qualitative analysis showed that the risk of excess N discharge was mainly related to crop and livestock practices in the watershed. Proper management of tillage, fertilizer, and manure was necessary to control N releases. Quantitative assessment results indicated that alternative practices including reduction of fertilization, installation of vegetative strip buffer around the pig farms, and installation of more riparian buffers along the Jiulong River could reduce the likelihood of N discharge through runoff. 展开更多
关键词 N discharge probabilistic risk assessment RUNOFF WATERSHED
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Debris Flows Risk Analysis and Direct Loss Estimation:the Case Study of Valtellina di Tirano,Italy 被引量:5
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作者 Jan BLAHUT Thomas GLADE Simone STERLACCHINI 《Journal of Mountain Science》 SCIE CSCD 2014年第2期288-307,共20页
andslide risk analysis is one of the primary studies providing essential instructions to the subsequent risk management process. The quantification of tangible and intangible potential losses is a critical step becau... andslide risk analysis is one of the primary studies providing essential instructions to the subsequent risk management process. The quantification of tangible and intangible potential losses is a critical step because it provides essential data upon which judgments can be made and policy can be formulated. This study aims at quantifying direct economic losses from debris flows at a medium scale in the study area in Italian Central Alps. Available hazard maps were the main inputs of this study. These maps were overlaid with information concerning elements at risk and their economic value. Then, a combination of both market and construction values was used to obtain estimates of future economic losses. As a result, two direct economic risk maps were prepared together with risk curves, useful to summarize expected monetary damage against the respective hazard probability. Afterwards, a qualitative risk map derived using a risk matrix officially provided by the set of laws issued by the regional government, was prepared. The results delimit areas of high economic as well as strategic importance which might be affected by debris flows in the future. Aside from limitations and inaccuracies inherently included in risk analysis process, identification of high risk areas allows local authorities to focus their attention on the “hot-spots”, where important consequences may arise and local (large) scale analysis needs to be performed with more precise cost-effectiveness ratio. The risk maps can be also used by the local authorities to increase population’s adaptive capacity in the disaster prevention process. 展开更多
关键词 Debris flows Risk analysis Economic losses Central Alps ITALY
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Assessment of the Performance of WEPP in Purple Soil Area with Simulated Rainfall Experiments 被引量:3
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作者 FU Bin WANG Yukuan +1 位作者 XU Pei YAN Kun 《Journal of Mountain Science》 SCIE CSCD 2012年第4期570-579,共10页
The water erosion prediction project (WEPP) model is a popular water erosion prediction tool developed on the basis of the physical processes of water erosion. Although WEPP has been widely used around the world, it... The water erosion prediction project (WEPP) model is a popular water erosion prediction tool developed on the basis of the physical processes of water erosion. Although WEPP has been widely used around the world, its application in China is still insufficient. In this study, the performance of WEPP used to estimate the runoff and soil loss on purple soil (Calcaric Regosols in FAO taxonomy) sloping cropland was assessed with the data from runoff plots under simulated rainfall conditions. Based on measured soil properties, runoff and erosion parameters, namely effective hydraulic conductivity, inter-rill erodibility, rill erodibility, and critical shear stress were determined to be 2.68 mm h-1, 5.54 x l0^6 kg s-1 m-4, 0.027 s m-1 and 3-5 Pa, respectively, by using the recommended equations in the WEPP user manual. The simulated results were not good due to the low Nash efficiency of 0.41 for runoff and negative Nash efficiency for soil loss. After the four parameters were calibrated, WEPP performed better for soil loss prediction with a Nash efficiency of 0.76. The different results indicated that the equations recommended by WEPP to calculate parameters such as erodiblity and critical shear stress are not suitable for the purple soil areas, Sichuan Province, China. Although the predicted results can be accepted by optimizing the runoff and erosion parameters, more research related to the determination of erodibility and critical sheer stress must be conducted to improve the application of WEPP in the purple soil areas. 展开更多
关键词 WEPP Soil erosion Simulated rainfall Purple soil ERODIBILITY
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Sediment Pollution Assessment of Abandoned Residential Developments Using Remote Sensing and GIS
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作者 J.D.WERTS E.A.MIKHAILOVA +1 位作者 C.J.POST J.L.SHARP 《Pedosphere》 SCIE CAS CSCD 2013年第1期39-47,共9页
The current economic crisis has left numerous residential developments in the southeastern United States in various stages of construction. Many of them are currently graded and essentially abandoned, creating a major... The current economic crisis has left numerous residential developments in the southeastern United States in various stages of construction. Many of them are currently graded and essentially abandoned, creating a major source of sediment runoff to waterways. Residential development locations with significant bare soil areas were identified through classification of Landsat 5 TM satellite imagery and subsequently verified from high-resolution county aerial photographs. The revised universal soil loss equation (RUSLE) was used in a geographic information system (GIS) as a tool for prioritizing identified locations on the basis of potential soil loss assuming the worst case scenario of a completely unmaintained site. Initial GIS identification indicated 301 sites with a total bare soil area of 2 378 ha over three counties in Upstate South Carolina. A random sample of 153 sites was visited over 17 days and assessed using a mobile GIS, global positioning system (GPS), and digital camera for field validation. Results indicated that 78% (119) of the sites were classified correctly (residential construction sites in varying stages of completion); 88% of identified areas were less than 25% built compared to the previous year; 48% were categorized as moderate to severe problems. Abandoned and unfinished developments in Upstate South Carolina may represent a major source of sediment pollution to streams. Well-maintained erosion control devices may be useful in preventing offsite sedimentation. 展开更多
关键词 CLASSIFICATION CONSTRUCTION EROSION RUSLE soil loss
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