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Risk Analysis of Earthquake Disasters in Shandong and Coastal Areas and Its Preliminary strategies 山东及沿海地区地震灾害风险分析及初步对策
Sen Qiao, Z. Wen, Changlong Li, Qing Wu, Zongchao Li, Tiefei Li
Shandong and its coastal areas are located in the eastern part of the North China tectonic region, and their strong seismic activities are uneven. There have been devastating earthquakes such as the Tanlu earthquake, the Bohai earthquake, and the Heze earthquake in history. With the development of the economy and the dramatic increase in population density, the earthquake disaster risk in Shandong and coastal areas has become increasingly high. This paper focuses on the characteristics of earthquake hazard analysis and earthquake disaster risk in Shandong and coastal areas, introduces population density and GDP development level of Shandong area into the disaster carrier, and then obtains the spatial distribution of earthquake disater risk in Shandong province. At last, according to the characteristics of earthquake disaster risk in Shandong, some suggestions to reduce earthquake disaster risk are given. Keywords—Earthquake Hazard Analysis; Earthquake Disaster Risk Analysis; Disaster carrier; Shandong and its coastal areas; preliminary strategies 摘要:山东及其沿海地区位于华北构造区东 部,其强震活动具有不均匀性。历史上发生 过郯庐大地震、渤海地震、菏泽大地震等破 坏性地震,随着经济的发展和人口密度的剧 增,山东及沿海地区的地震灾害风险逐渐增 高,本文重点研究了山东及沿海区域的地震 危险性以及地震灾害风险的特征,将山东地 区的人口密度及 GDP发展水平等因素引入到 灾害的承载体中,进而得到了山东地区的地 震灾害风险的空间分布情况。最后根据山东 地区的地震灾害风险特征,给出了减轻地震 灾害风险的若干建议。 关键词:地震危险性分析,地震灾害风 险分析,灾害承灾体,山东及沿海区域,初 步对策
山东及其沿海地区位于华北构造区的东部,强震活动不均匀。历史上曾发生过毁灭性的地震,如郯庐地震、渤海地震、菏泽地震等。随着经济的发展和人口密度的急剧增加,山东及沿海地区的地震灾害风险越来越高。本文围绕山东及沿海地区地震危险性分析及地震灾害风险特征,将山东地区人口密度和GDP发展水平引入灾害载体,得出山东省地震灾害风险的空间分布。最后,根据山东地震灾害风险的特点,提出了降低地震灾害风险的建议。关键词:地震危害分析;地震灾害风险分析;灾难载体;山东及其沿海地区;初步策略摘要:山东及其沿海地区位于华北构造区东部,其强震活动具有不均匀性。历史上发生过郯庐大地震,渤海地震,菏泽大地震等破坏性地震,随着经济的发展和人口密度的剧增,山东及沿海地区的地震灾害风险逐渐增高,本文重点研究了山东及沿海区域的地震危险性以及地震灾害风险的特征,将山东地区的人口密度及GDP发展水平等因素引入到灾害的承载体中,进而得到了山东地区的地震灾害风险的空间分布情况。最后根据山东 地区的地震灾害风险特征,给出了减轻地震 灾害风险的若干建议。 关键词:地震危险性分析,地震灾害风 险分析,灾害承灾体,山东及沿海区域,初 步对策
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引用次数: 0
Analysis of typhoon disaster chain and risk management in northward typhoon effecting Hebei 影响河北的北上台风灾害链分析及风险管理
Hua Jing, Huifang Hu, Xiaolei Chen, Qiqi Hou
Based on northward typhoon effecting Hebei data during1949-2018,key areas were Defining . The climatic features and impacts of typhoons entering the key areas were discussed. The results show that most of northward typhoon effecting Hebei occurred from late July to early August.The northward typhoon entering III district affected Hebei with the highest frequency, and rainstorm, gale and storm surge were easy to happen, Second -ly, it was II, which was to cause coastal and sea winds, When entering I, the TaihangMountains in the south had severe flood disasters. Starting from the disaster system theory, combined with the disaster data, the disaster-preventing environment and the disaster-bearing body information, the typhoon-storm, typhoongale, typhoon-storm surge three disaster chains were Built. And accord -ing to different disaster chains, corresponding disaster reduction measures were proposed, provided technical and decision support for the effective management of typhoon disaster risks. Keywords— northward typhoon, affecting key areas, disaster chain, disaster prevention 摘要—利用 1949—2018年影响河北的北上台风 资料,划定影响河北的台风关键区,对进入关键区 的北上台风的气候特征以及影响进行分析发现,影 响河北的北上台风大多发生 7 月下旬-8 月上旬;北 上台风进入III区影响河北的频率最高,暴雨、大风、 风暴潮均易发生;其次为II区,易引发沿海及海上 大风;进入I区时,西部太行山暴雨山洪灾害严重。 从灾害系统论出发,结合灾情资料、孕灾环境和承 灾体构建北上台风影响河北的台风—暴雨,台风— 大风、台风—风暴潮三种灾害链,并且针对灾害链 的不同,提出对应的断链减灾对策,为有效进行台 风灾害风险管理,提供技术支持和决策支撑。 关键词—北上台风,台风关键区,灾害链,减灾对
根据1949-2018年北上台风对河北的影响资料,确定了重点区域。讨论了台风进入重点地区的气候特征及其影响。结果表明,影响河北的北上台风主要发生在7月下旬至8月上旬。北上台风进入III区对河北的影响频率最高,容易发生暴雨、大风和风暴潮;II区台风进入I区,引起沿海和海风,南部太行山洪水灾害严重。从灾害系统理论出发,结合灾害数据、防灾环境和承灾体信息,构建了台风-风暴、台风-风暴潮三条灾害链。并针对不同的灾害链,提出相应的减灾措施,为有效管理台风灾害风险提供技术和决策支持。关键词——台风向北,影响关键领域,灾害链、防灾摘要——利用1949 - 2018年影响河北的北上台风资料,划定影响河北的台风关键区,对进入关键区的北上台风的气候特征以及影响进行分析发现,影响河北的北上台风大多发生7月下旬8月上旬;北上台风进入III区影响河北的频率最高,暴雨,大的风,风暴潮均易发生;其次为II区,易引发沿海及海上大风;进入我区时,西部太行山暴雨山洪灾害严重。从灾害系统论出发,结合灾情资料、孕灾环境和承 灾体构建北上台风影响河北的台风—暴雨,台风— 大风、台风—风暴潮三种灾害链,并且针对灾害链 的不同,提出对应的断链减灾对策,为有效进行台 风灾害风险管理,提供技术支持和决策支撑。 关键词—北上台风,台风关键区,灾害链,减灾对
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引用次数: 1
The Characteristics of Climate Change in Latest 60 Years and Extreme Severe Weather in latest 10 Years in Qinhuangdao 秦皇岛近60年气候变化特征及近10年极端恶劣天气
Liling Ju, H. Guo, Yun Xia, Zhizheng Mao
Based on the meteorological data in Qinhuangdao in latest 60 years and major mereorological disaster data in latest 10 years, the characteristics of climate change and occurrence of extreme severe weather in Qinhuangdao were analyzed using mathematical statistical method. To provide a climate basis for scientific planning of the development of industry, agriculture, tourism and cities, and to reduce risks and economic losses caused by meteorological disasters.The results show that the annual average temperature indicate a slow upward trend. The annual precipitation and the precipitation day show a decreasing trend, the interdecadal change of storm rainfall also shows a decreasing trend, while the change of heavy storm rainfall decreases first then increases. The annual variation of the average wind speed shows a decreasing trend, so as the annual gale day does. The studies of major meteorological disasters show that extreme weather events such as typhoon, heavy storm and extreme temperature occurred successively in Qinhuangdao in recent ten years, ranking a higher frequency than former time. As a result, the risk and impact of meteorological disasters have been aggravated. Since the extreme weather in recent ten years occurred more locally with higher intensity, the weather forecast is becoming more difficult and the meteorological risk is further enhanced. Keyword—climate change, extreme severe weather, meteorological risk 摘要—基于近 60 年秦皇岛的气象观测资料 和近 10 年的重大气象灾情数据,应用数学统 计方法,分析了气候变化特征和灾害性天气的 发生特点。为科学规划工农业、旅游业和城市 的发展提供气象气候依据,降低因气象灾害带
基于秦皇岛近60 a气象资料和近10 a主要气象灾害资料,运用数理统计方法分析了秦皇岛气候变化特征和极端恶劣天气发生情况。为科学规划工业、农业、旅游和城市发展提供气候依据,减少气象灾害带来的风险和经济损失。结果表明:年平均气温呈缓慢上升趋势;年降水量和降水日数均呈减少趋势,暴雨降水的年代际变化也呈减少趋势,而暴雨降水的变化则先减小后增大。平均风速的年变化呈减小趋势,年大风日数也呈减小趋势。重大气象灾害研究表明,近十年来,秦皇岛先后发生了台风、暴雨、极端气温等极端天气事件,频率高于以往。因此,气象灾害的风险和影响加剧了。由于近十年极端天气多发生在局地,强度高,天气预报难度加大,气象风险进一步加大。Keyword-climate变化、极端恶劣天气,气象风险摘要——基于近60年秦皇岛的气象观测资料和近10年的重大气象灾情数据,应用数学统计方法,分析了气候变化特征和灾害性天气的发生特点。为科学规划工农业、旅游业和城市 的发展提供气象气候依据,降低因气象灾害带
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引用次数: 0
Study on the Relationship Between Sedimentary Characteristics of Shallow Soil Layer and Shear Wave Velocity in Qingdao 青岛浅层土层沉积特征与横波速度关系研究
Tiefei Li, Hongshan Lu, Xueliang Chen, Zongchao Li
Based on the histogram and shear wave velocity data of 449 boreholes in the Jiaozhou Bay area of Qingdao, the empirical relationship between soil depth and shear wave velocity is calculated. The empirical relationship and sedimentary environment characteristics are analyzed. In connection with the soil layer, which has a long transport distance and a relatively small particle size, the shear wave velocity is relatively low. The empirical relationship between depth and shear wave velocity in the depth of 20m depth of the soil layer with obvious sedimentary features in the Jiaozhou Bay area of Qingdao is given. For the soil layer without obvious sedimentary features, the sedimentary features of the remaining strata of the borehole are used for classification, which improves the fitting degree of the empirical relationship and reduces the error, thus giving a method to estimat shear wave velocity of borehole using bore histogram with obvious sedimentary characteristics. Keywords—Sedimentary Characteristics , Shear Wave Velocity,Statistical Analysis 摘要—以青岛环胶州湾地区 449 个小区划钻孔的柱状图和 剪切波速数据为基础,统计了土层埋深与剪切波速之间的经验 关系特征,分析了该经验关系与沉积环境特征的联系,认为搬 运距离较长、颗粒相对较小的土层,其剪切波速相对较小。给 出了青岛环胶州湾地区沉积特征明显土层在 20m 深度范围内 深度与剪切波速的经验关系。对于沉积特征不明显的土层,使 用其所在钻孔的其余地层的沉积特征进行分类,提高了其经验 关系拟合度,减小了误差,从而给出了一种根据具有明显沉积 特征土层测井数据估算未测波速钻孔的等效剪切波速的方法。
基于青岛胶州湾地区449个钻孔的直方图和横波速度数据,计算了土壤深度与横波速度的经验关系。分析了经验关系和沉积环境特征。对于传输距离较长、粒径较小的土层,横波速度相对较低。给出了青岛胶州湾地区沉积特征明显的土层20m深度内深度与横波速度的经验关系。对于无明显沉积特征的土层,利用钻孔剩余地层的沉积特征进行分类,提高了经验关系的拟合程度,减小了误差,从而给出了一种利用具有明显沉积特征的钻孔直方图估计钻孔横波速度的方法。Keywords-Sedimentary特性、剪切波速、统计分析摘要——以青岛环胶州湾地区449个小区划钻孔的柱状图和剪切波速数据为基础,统计了土层埋深与剪切波速之间的经验关系特征,分析了该经验关系与沉积环境特征的联系,认为搬运距离较长,颗粒相对较小的土层,其剪切波速相对较小。“”“”“”“”“”“”“”“”对于沉积特征不明显的土层,使 用其所在钻孔的其余地层的沉积特征进行分类,提高了其经验 关系拟合度,减小了误差,从而给出了一种根据具有明显沉积 特征土层测井数据估算未测波速钻孔的等效剪切波速的方法。
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引用次数: 0
Using Game Theory Approach for Assessment of Risk and Police Patrols Scheduling 基于博弈论的风险评估与巡逻调度
Kuang Wu Cheng, Chih-Chun Hou
This study proposes a two-step game theory model framework for the purpose of scheduling police patrol shifts. In the first step, the three important factors of interaction between criminals and police are modeled as a zero-sum noncooperative game, and the risk value of each patrol area is obtained by calculating the mixed strategy Nash equilibrium. In the second step, the Shapley values of three different threat levels are calculated according to the rates of criminal events within three time periods. Finally, the Shapley value is derived based on the three criminal threat levels for each district. A fair allocation of police personnel based on the Shapley value is made with a minimum set of personnel deployment costs. This study used the 2016 San Francisco Public Security Bureau's open data for consolidation and calculations to validate the model. The experimental results show that police planners can use this framework to quantitatively evaluate the criminal threat in each district when deciding upon the deployment of patrol officers for three shifts per day. Keywords—Nash equilibrium; Risk value; Shapley value; Patrol deployment 摘要—本方案结合了两种博弈理论模型,进而计算出各区 域每日三班的公安巡逻服务时间配置表。第 1 模型将各区域的 犯罪者与公安领导之间的互动关系建构成一场非合作零合博 奕,计算博奕的混合随机策略纳许均衡解,当作区域的安全 风险值。第 2 模型根据公安局记录所有发生案件的次数,计算 三个时段发生案件次数的比例,当作三个安全警示等级的三 个门坎值,依三个不同安全警示等级的门坎值,计算所有区 域安全威胁值的结盟数值,并得出每一区域的夏普利值 (Shapley value)。最后,将各区域的夏普利值乘上每日三班 次的公安巡逻人员总数,即产出 10 区域每日三班次的公安巡 逻班表。本研究利用 2016 年旧金山市公安局的开放数据验证 本模型。实验结果显示,在现有的公安巡逻警力下,可以有 效的分配整体三时段的巡逻班表。公安部门管理者应用本架 构可以量化评估那个区域是较危险?以增加公安部门处理犯 罪发生时的反应能力。 关键词—纳许均衡,风险值,夏普利值,巡逻配置 I. 引言 公安资源有限的城市里,公安局(Police Department) 能在任何时间提供完善充分的安全覆盖是一个极具挑战 性的任务。愈来愈多随机性的犯罪活动,使得公安编组 巡逻的安排更加困难,唯有建立优化的公安巡逻时间表, 才能减少潜在的犯罪行为发生。在图 1 中,公安巡逻存 在着资源分配的困境,当部署公安越多,巡逻愈频繁, 巡逻人力及装备耗用的成本就越高,大规模部署往往会 浪费资源,反而会让都市安全威胁(风险)提升;然而, 部署公安太少,巡逻次数太少,或遗漏了重点地区,只 会让犯罪者有机可乘,可能引发更多的犯罪事件,公安 局对于「提升破案能力」和「降低公安巡逻成本」之间 的困境无计可施[1]。因此,完备而适宜的公安巡逻计划, 必须找出公安巡逻数量和破案能力之间的平衡点,即以 最适宜的数量达到最大的破案能力。现行的巡逻排班缺 乏理性决策的具体措施,并没有应用数学模型来建构 「公安警力」和「辖区犯罪者」之间的互动行为。公安 局应该建构一套数据分析工具,它可以衡量每一区域的 犯罪活动强度(即犯罪率)和公安的破案能力(即破案 率),并需要考虑公安和犯罪者的行动效用(payoff), 以随机的巡逻策略,避免犯罪者能够预先观察公安巡逻 表中的漏洞。 Fourth Symposium on Disaster Risk Analysis and Management in Chinese Littoral Regions (DRAMCLR 2019) Copyright © 2019, the Authors. Published by Atlantis Press. This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/). Advances in Intelligent Systems Research, volume 171
本研究提出了一个两步博弈模型框架,用于调度警察巡逻班次。首先,将警犯互动的三个重要因素建模为零和非合作博弈,通过计算混合策略纳什均衡得到各巡逻区域的风险值;第二步,根据三个时间段内犯罪事件的发生率,计算三种不同威胁等级的Shapley值。最后,Shapley值是根据每个地区的三种犯罪威胁级别得出的。基于Shapley值的警察人员公平分配是在人员部署成本最小的情况下进行的。本研究使用2016年三藩市公安局公开数据进行整合和计算,验证模型。实验结果表明,警察规划者在决定每天三班巡逻人员的部署时,可以使用该框架定量评估每个地区的犯罪威胁。Keywords-Nash平衡;风险价值;沙普利值;巡逻部署摘要——本方案结合了两种博弈理论模型,进而计算出各区域每日三班的公安巡逻服务时间配置表。第 1 模型将各区域的 犯罪者与公安领导之间的互动关系建构成一场非合作零合博 奕,计算博奕的混合随机策略纳许均衡解,当作区域的安全 风险值。第2模型根据公安局记录所有发生案件的次数,计算三个时段发生案件次数的比例,当作三个安全警示等级的三个门坎值,依三个不同安全警示等级的门坎值,计算所有区域安全威胁值的结盟数值,并得出每一区域的夏普利值(夏普利值)。最后,将各区域的夏普利值乘上每日三班 次的公安巡逻人员总数,即产出 10 区域每日三班次的公安巡 逻班表。本研究利用 2016 年旧金山市公安局的开放数据验证 本模型。实验结果显示,在现有的公安巡逻警力下,可以有 效的分配整体三时段的巡逻班表。公安部门管理者应用本架 构可以量化评估那个区域是较危险?以增加公安部门处理犯 罪发生时的反应能力。 关键词——纳许均衡,风险值,夏普利值,巡逻配置即引言公安资源有限的城市里,公安局(警察局)能在任何时间提供完善充分的安全覆盖是一个极具挑战性的任务。愈来愈多随机性的犯罪活动,使得公安编组 巡逻的安排更加困难,唯有建立优化的公安巡逻时间表, 才能减少潜在的犯罪行为发生。在图 1 中,公安巡逻存 在着资源分配的困境,当部署公安越多,巡逻愈频繁, 巡逻人力及装备耗用的成本就越高,大规模部署往往会 浪费资源,反而会让都市安全威胁(风险)提升;然而, 部署公安太少,巡逻次数太少,或遗漏了重点地区,只 会让犯罪者有机可乘,可能引发更多的犯罪事件,公安 局对于「提升破案能力」和「降低公安巡逻成本」之间 的困境无计可施[1]。因此,完备而适宜的公安巡逻计划, 必须找出公安巡逻数量和破案能力之间的平衡点,即以 最适宜的数量达到最大的破案能力。现行的巡逻排班缺 乏理性决策的具体措施,并没有应用数学模型来建构 「公安警力」和「辖区犯罪者」之间的互动行为。公安局应该建构一套数据分析工具,它可以衡量每一区域的犯罪活动强度(即犯罪率)和公安的破案能力(即破案率),并需要考虑公安和犯罪者的行动效用(回报),以随机的巡逻策略,避免犯罪者能够预先观察公安巡逻表中的漏洞。第四届中国沿海地区灾害风险分析与管理研讨会(DRAMCLR 2019)版权所有©2019,作者。亚特兰蒂斯出版社出版。这是一篇基于CC BY-NC许可(http://creativecommons.org/licenses/by-nc/4.0/)的开放获取文章。智能系统研究进展,第171卷
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引用次数: 0
Analysis on the Disaster Caused by Qiongshan Earthquake in 1605 1605年琼山地震灾害分析
Jiushao Hu, Hui Zhang, Xiao-ling Xie, hui-lin Wang
The 7.5 magnitude great earthquake occurred in Qiongshan of Hainan Province ,on July 13, 1605. it didn’t only destroy a large number of houses, but also caused a large area of land subsidence in the Dongzhaigang area where the epicenter was located, however, it didn’t completely sink to the bottom of the sea. The whole area in Dongzhai Harbor is gradually formed after the Qiongshan great earthquake because of the long-term land subsidence. The earthquake relics in the Harbor, especially the seabed village, were undoubtedly destroyed by the earthquake, but the submergence in the bottom of the sea should be caused by the long-term land subsidence after the great earthquake. When the Qiongshan great earthquake occurred, a large amount of seawater poured into the coastal area of Qiongzhou Strait in the north of Hainan Island, because the earthquake caused seabed collapse and landslide in the Qiongzhou Strait triggering a small tsunami. Keywords—Qiongshan Great Earthquake, Land subsidence, Tsunami 摘要—1605 年 7 月 13 日海南琼山发生 7.5 级大地震,不 仅使大量房屋毁于一旦,还造成震中所在的东寨港地区出现 大面积陆地陷落,但在当时并未完全沉没于海底。东寨港整 体是在琼山大地震后因陆地长期沉降逐步形成的,港湾内的 地震遗迹,尤其是“海底村庄”地震遗址,就其受破坏而言, 无疑是大地震所造成,但其沉没于海底,则应是大地震之后 的长期陆地沉降所致。在琼山大地震发生时有大量海水涌入 海南岛北部琼州海峡沿岸地区,是因为大地震造成了琼州海 峡内的海底崩塌和滑坡,引发了小规模的海啸。
1605年7月13日,海南省琼山发生7.5级大地震。它不仅摧毁了大量的房屋,而且在震中所在的东寨港地区造成了大面积的地面沉降,但它并没有完全沉入海底。东寨港整个地区是在琼山大地震后由于长期的地面沉降而逐渐形成的。港内的地震遗迹,尤其是海底村,无疑是受到了地震的破坏,但海底的淹没应该是大地震后长期的地面沉降造成的。琼山大地震发生时,大量海水涌入海南岛北部琼州海峡沿海地区,因为地震引起琼州海峡海底塌陷和滑坡,引发小型海啸。Keywords-Qiongshan大地震,地面沉降,海啸摘要-1605年7月13日海南琼山发生7.5级大地震,不仅使大量房屋毁于一旦,还造成震中所在的东寨港地区出现大面积陆地陷落,但在当时并未完全沉没于海底。东寨港整 体是在琼山大地震后因陆地长期沉降逐步形成的,港湾内的 地震遗迹,尤其是“海底村庄”地震遗址,就其受破坏而言, 无疑是大地震所造成,但其沉没于海底,则应是大地震之后 的长期陆地沉降所致。在琼山大地震发生时有大量海水涌入 海南岛北部琼州海峡沿岸地区,是因为大地震造成了琼州海 峡内的海底崩塌和滑坡,引发了小规模的海啸。
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引用次数: 0
Research on Financial Early Warning of Big Data Enterprises Based on Logistic Regression and BP Neural Network 基于Logistic回归和BP神经网络的大数据企业财务预警研究
Hongmei Zhang, Jian He
—Based on the difference between big data enterprises and traditional enterprises, this paper first constructs two single financial risk early warning models: logistic regression model and BP neural network model, then introduces default probability of logistic regression model output into BP neural network model, and establishes a nonlinear combination based on BP neural network model. A new forecasting method is proposed, and an early warning model of financial crisis for large data enterprises is constructed and an empirical study is carried out. The results show that, compared with single model, the combined forecasting model has no significant improvement in the forecasting accuracy of financial early warning for large data enterprises, but the combined forecasting model is more stable. This provides a new idea for the financial risk early warning research of large data enterprises in China. Key words— combination forecasting model, large data enterprises,financial early warning 摘要—基于大数据企业与传统企业的差异,本文首先构建 了 logistic 回归模型和 BP 神经网络模型两个单一的财务风险 预警模型,然后将 logistic 回归模型输出的违约概率引入到 BP 神经网络模型中,建立了基于 BP 神经网络模型非线性组合 的预测新方法,构建了大数据企业财务危机预警模型并进行了 实证研究。结果表明,复合预测模型在对大数据企业财务预警 的预测精度上,与单一模型相比,预测精度没有显著提高,但 复合预测模型更具有稳定性。这为我国大数据企业财务风险预 警研究提供了新思路。 关键词—复合预测模型;大数据企业;财务预警
基于大数据企业与传统企业的差异,本文首先构建了两种单一的财务风险预警模型:logistic回归模型和BP神经网络模型,然后将logistic回归模型输出的违约概率引入BP神经网络模型,并建立了基于BP神经网络模型的非线性组合。提出了一种新的预测方法,构建了大数据企业财务危机预警模型,并进行了实证研究。结果表明,与单一模型相比,组合预测模型对大数据企业财务预警的预测精度没有显著提高,但组合预测模型更加稳定。这为国内大数据企业财务风险预警研究提供了新的思路。关键字的组合预测模型,大量数据的企业,财务预警摘要——基于大数据企业与传统企业的差异,本文首先构建了物流回归模型和BP神经网络模型两个单一的财务风险预警模型,然后将物流回归模型输出的违约概率引入到BP神经网络模型中,建立了基于BP神经网络模型非线性组合的预测新方法,构建了大数据企业财务危机预警模型并进行了实证研究。结果表明,复合预测模型在对大数据企业财务预警 的预测精度上,与单一模型相比,预测精度没有显著提高,但 复合预测模型更具有稳定性。这为我国大数据企业财务风险预 警研究提供了新思路。 关键词—复合预测模型;大数据企业;财务预警
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引用次数: 0
Improvement measures of questionnaire design for risk communication in Internet of intelligences 智能互联网风险沟通问卷设计改进措施
Rundong Wang, Chongfu Huang
Risk communication refers to people exchange risk information and management opinions, which is an important part to effectively improve risk management. As a platform for risk communication, the questionnaire survey in Internet of intelligences should have the function of comprehensively sharing risk information and fully expressing opinions. This paper proposes a design process for risk communication questionnaire design by studying the development of questionnaire design. That is, (1) determine required information and survey object; (2) prepare the first draft of questionnaire; (3) determine the order of questions and the layout of questionnaires; (4) conduct a trial study and evaluate reliability and validity of the questionnaire. This paper also proposes the principles that questionnaire design should satisfy. That is, (a) word use principle; (b) question design principle, including question selectivity, question objectivity, easily answering of questions and options exhaustion; (c) verification principle; (d) normative principle. Keywords—risk communication; Internet of intelligence; questionnaire; questionnaire design; design principles 摘要—风险沟通,是人们交换风险信息和管理意见,有效 提高风险管理水平的一个重要环节。作为风险沟通的一个平 台,智联网中的问卷调查,应该具有全面分享风险信息、充 分表达意见的功能。本文将通过研究问卷设计的发展,对用 于风险沟通的问卷设计提出设计流程,即(1)确定所需信息 及目标调查对象;(2)准备问卷初稿;(3)确定问句顺序 以及问卷布局;(4)开展试调研并评价问卷的信度与效度。 提出了问卷设计应满足的原则,即(a)用词原则;(b)题 目设计原则,包括题目专一性、题目客观性、题目易答性和 选项穷尽性;(c)验证性原则;(d)规范性原则。 关键词—风险沟通,智联网,问卷调查,问卷设计,设计 原则
风险沟通是指人们交换风险信息和管理意见,是有效改进风险管理的重要组成部分。智能互联网中的问卷调查作为风险沟通的平台,应该具有全面分享风险信息、充分表达意见的功能。本文通过对问卷设计发展的研究,提出了风险沟通问卷设计的设计流程。即(1)确定所需信息和调查对象;(2)编制问卷初稿;(3)确定问题的顺序和问卷的布局;(4)进行试验研究,评估问卷的信度和效度。本文还提出了问卷设计应满足的原则。即:(a)用字原则;(b)问题设计原则,包括问题选择性、问题客观性、容易回答问题和用尽选项;(c)核查原则;(d)规范性原则。Keywords-risk沟通;智能互联网;问卷调查;调查问卷设计;设计原则摘要——风险沟通,是人们交换风险信息和管理意见,有效提高风险管理水平的一个重要环节。作为风险沟通的一个平 台,智联网中的问卷调查,应该具有全面分享风险信息、充 分表达意见的功能。本文将通过研究问卷设计的发展,对用 于风险沟通的问卷设计提出设计流程,即(1)确定所需信息 及目标调查对象;(2)准备问卷初稿;(3)确定问句顺序 以及问卷布局;(4)开展试调研并评价问卷的信度与效度。 提出了问卷设计应满足的原则,即(一)用词原则;(b)题目设计原则,包括题目专一性,题目客观性,题目易答性和选项穷尽性;(c)验证性原则,(d)规范性原则。关键词—风险沟通,智联网,问卷调查,问卷设计,设计 原则
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引用次数: 0
Probability distribution of wind speeds in the coast of Hebei 河北沿海风速的概率分布
L. Shen, Linxue Long, Ming Yang, Yongqing Han, Xiaoliang Yang, Hongming Guo
Lili Shen Linxue Long Ming Yang Hebei Meteorological Observatory Hebei Meteorological Observatory Hebei Provincial Climate Center Shijiazhuang,China Shijiazhuang,China Shijiazhuang,China Shenlily999@126.com Yongqing Han Xiaoliang Yang Hongming Guo Hebei Meteorological Observatory Hebei Meteorological Observatory Qinhuangdao Meteorological Observatory Ji nan,China Shijiazhuang,China Qinhuangdao,China
河北气象台沈丽丽林学杨龙明河北气象台河北省气候中心中国石家庄中国石家庄石家庄Shenlily999@126.com河北气象台韩晓亮杨洪明郭永清河北气象台秦皇岛气象台济南中国石家庄秦皇岛
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引用次数: 0
Quality Evaluation of Natural Ecological Environment in Linyi City based on RS 基于RS的临沂市自然生态环境质量评价
Kewei Ma, Y. Meng, J. Wen
马客伟 1,孟彦如 2,温家洪 1 (1 上海师范大学环境与地理科学学院 上海 200234;2 枣庄学院旅游与资源环境学院 枣庄 277160) MKW667788@163.com Abstract: The ecological factors of Linyi City were extracted, using remote sensing and DEM data, and normalized to generate quality evaluation maps of natural ecological environment based on an integrated index method. The results show that the excellent, good, medium and poor classes of Linyi City's natural ecological environment account for 10.3%, 46.6%, 19.1% and 24.0% respectively. The overall natural ecological environment quality of Linyi City is at medium level, and it’s necessary to improve and protect the ecological environment. Corresponding suggestions of improvement and governance were given for ecological issues that existed in Linyi City.
马客伟1,孟彦如2,温家洪1(1上海师范大学环境与地理科学学院上海200234;2枣庄学院旅游与资源环境学院枣庄277160)MKW667788@163.com文摘:临沂市生态因子的提取,利用遥感和DEM数据,生成质量评价标准化的地图基于综合指数法的自然生态环境。结果表明:临沂市自然生态环境优等、良好、中等和差等等级分别占10.3%、46.6%、19.1%和24.0%;临沂市自然生态环境质量总体处于中等水平,需要加强生态环境的改善和保护。针对临沂市存在的生态问题,提出了相应的改善和治理建议。
{"title":"Quality Evaluation of Natural Ecological Environment in Linyi City based on RS","authors":"Kewei Ma, Y. Meng, J. Wen","doi":"10.2991/dramclr-19.2019.6","DOIUrl":"https://doi.org/10.2991/dramclr-19.2019.6","url":null,"abstract":"马客伟 1,孟彦如 2,温家洪 1 (1 上海师范大学环境与地理科学学院 上海 200234;2 枣庄学院旅游与资源环境学院 枣庄 277160) MKW667788@163.com Abstract: The ecological factors of Linyi City were extracted, using remote sensing and DEM data, and normalized to generate quality evaluation maps of natural ecological environment based on an integrated index method. The results show that the excellent, good, medium and poor classes of Linyi City's natural ecological environment account for 10.3%, 46.6%, 19.1% and 24.0% respectively. The overall natural ecological environment quality of Linyi City is at medium level, and it’s necessary to improve and protect the ecological environment. Corresponding suggestions of improvement and governance were given for ecological issues that existed in Linyi City.","PeriodicalId":142201,"journal":{"name":"Proceedings of the Fourth Symposium on Disaster Risk Analysis and Management in Chinese Littoral Regions (DRAMCLR 2019)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123123290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Proceedings of the Fourth Symposium on Disaster Risk Analysis and Management in Chinese Littoral Regions (DRAMCLR 2019)
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