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Detecting heterogeneity of spatial accessibility to sports facilities for adolescents at fine scale: A case study in Changsha, China 在精细尺度上检测青少年体育设施空间可达性的异质性:中国长沙案例研究
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-04-13 DOI: 10.1515/geo-2022-0613
Shuang Cheng, Wuxin Liu, Wangyang Jiang, Chen Li
It is crucial for social sustainability that adolescents have access to social sports services fairly. However, there are few research studies on requirements for sports facilities and spatial accessibility of adolescents at a fine scale. Further, identifying the heterogeneity of the relationship between spatial accessibility and other factors and their scales simultaneously would be conducive to reveal the variations of spatial accessibility effectively under the potential scale effect. This research aims to explore the heterogeneity of spatial accessibility to sports facilities at a fine scale in Changsha, China. The Gaussian-based two-step floating catchment area model is first employed to evaluate spatial accessibility. Then, multiscale geographically weighted regression (MGWR) is applied to examine the relationship between spatial accessibility and its associated factors. The mean accessibility in Yuelu District (0.158) is the highest as well, and the standard deviation (0.236) is also the highest one. Both the accessibility (0.019) and its standard derivation (0.029) in Furong District are the lowest. The results show that there is a lack of balance of spatial accessibility for the clusters with different accessibility levels distributed in the study area. Some socio-economic factors, such as housing price and nighttime light intensity, have significant impacts on spatial accessibility for adolescents with spatial and scale heterogeneity by using MGWR. Based on heterogeneous distribution and association, suggestions for promoting spatial accessibility to sports facilities for adolescents are proposed.
青少年公平地获得社会体育服务对于社会的可持续发展至关重要。然而,关于青少年对体育设施的需求和空间可达性的细化研究却很少。此外,同时识别空间可达性与其他因素及其尺度之间关系的异质性,将有利于在潜在的尺度效应下有效揭示空间可达性的变化。本研究旨在探讨中国长沙市体育设施空间可达性在精细尺度上的异质性。首先采用基于高斯的两步浮动集水区模型来评估空间可达性。然后,应用多尺度地理加权回归(MGWR)来研究空间可达性与其相关因素之间的关系。岳麓区的可达性均值(0.158)最高,标准差(0.236)也最高。芙蓉区的可达性(0.019)及其标准差(0.029)均为最低。结果表明,研究区内分布的不同可达性水平的集群在空间可达性方面缺乏平衡。利用 MGWR,一些社会经济因素,如房价和夜间光照强度,对具有空间和规模异质性的青少年的空间可达性有显著影响。基于异质性分布和关联,提出了促进青少年体育设施空间可达性的建议。
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引用次数: 0
Spatial-temporal and trend analysis of traffic accidents in AP Vojvodina (North Serbia) 伏伊伏丁那自治省(北塞尔维亚)交通事故的时空和趋势分析
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-04-13 DOI: 10.1515/geo-2022-0630
Emina Kričković, Tin Lukić, Tanja Srejić, Anastazija Stojšić-Milosavljević, Vladimir Stojanović, Zoran Kričković
The objective of this study is to analyse the spatial-temporal patterns of traffic accidents using data from 2011 to 2020 for the AP Vojvodina. The spatial-temporal patterns of traffic accident hotspots were identified at the municipality level using the Getis–Ord G i {G}_{i}^{ast } statistic in ArcGIS Pro software. Trends in traffic accidents were analysed using the Mann-Kendall (MK) statistic. A certain trend in the number of traffic accidents, fatalities, and injuries was detected in 15 out of 45 municipalities. In two municipalities, the trend in the number of traffic accidents is decreasing, while in seven, it is increasing. In three municipalities, a decreasing trend in the number of traffic fatalities was observed. A decreasing trend in traffic injuries was identified in five municipalities. Hotspot analysis on the number of traffic accidents and traffic injuries revealed hotspots in seven municipalities, while no hotspots were detected in the number of traffic fatalities. In the traffic casualties weighted number, persons in tractors, hotspots were identified in two municipalities. This research has the potential to enhance traffic safety by directing targeted safety measures towards identified hotspots. Such measures could ultimately lead to a reduction in traffic accidents, consequently curbing the number of both fatalities and injuries.
本研究的目的是利用伏伊伏丁那自治省 2011 年至 2020 年的数据分析交通事故的时空模式。使用 ArcGIS Pro 软件中的 Getis-Ord G i ⁎ {G}_{i}^{ast } 统计法确定了市级交通事故热点的时空模式。使用 Mann-Kendall (MK) 统计法分析了交通事故的趋势。在 45 个城市中,有 15 个城市的交通事故数量、死亡人数和受伤人数呈一定趋势。在两个城市,交通事故数量呈下降趋势,而在七个城市则呈上升趋势。有 3 个城市的交通事故死亡人数呈下降趋势。五个城市的交通事故受伤人数呈下降趋势。对交通事故和交通事故受伤人数的热点分析显示,7 个城市存在热点,而在交通事故死亡人数方面没有发现热点。在交通伤亡加权人数(拖拉机上的人员)方面,有两个城市发现了热点。这项研究有可能通过针对已发现的热点采取有针对性的安全措施来加强交通安全。这些措施最终可减少交通事故,从而遏制伤亡人数。
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引用次数: 0
Effective reservoir identification and sweet spot prediction in Chang 8 Member tight oil reservoirs in Huanjiang area, Ordos Basin 鄂尔多斯盆地环江地区长8系致密油藏的有效储层识别与甜点预测
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-04-12 DOI: 10.1515/geo-2022-0584
Xiangliang Qiu, Yuxuan Fu, Zhandong Yan, XiaoMei Zheng, Mingxian Wang, Zheng Lan
The Chang 8 reservoir of the Huanjiang Oilfield in the Ordos Basin is a tight sandstone reservoir with poor reservoir physical properties and uneven oil distribution. In this study, the effective reservoirs developed on a large scale under the condition of horizontal well volume fracturing technology of the Chang 8 Member was identified based on the data of core observation, experimental analysis, logging, oil test, and production dynamics, and the identification standard of effective reservoirs in terms of reservoir physical properties, oil content, and comprehensive logging characteristics of gas logging was established. This scheme allows for a thorough identification of the effective reservoirs for horizontal well development in tight sandstone reservoirs. The findings indicate that the study area’s tight oil resources can be successfully produced. The well logging results show that the oil-bearing property of sand bodies with oil stains is better than that of oil spots. The bottom limit of the acoustic wave time difference is 210 μs/m, the permeability is 0.03 mD, the porosity is 6.0%, the rock resistivity is 30 Ω m, and the total hydrocarbon gas measurement value exceeds five times the baseline. At the same time, the total oil thickness is greater than 6 m, and the thickness of a single sand body is above 4 m. We have defined the lower limit standard of high-efficiency reservoir of Chang 8 tight oil in L289 block of Huanjiang oilfield. According to the analysis of oil-bearing property, comprehensive logging display, and reservoir thickness, the geological “sweet spots” is optimized to provide reference for subsequent mining. Through comparative analysis, the rules and trends are found to provide a basis for selecting mining strategies. With the help of technical means such as numerical simulation and geological modeling, the prediction accuracy and decision-making effect are improved. By clarifying the lower limit standard of reservoir, optimizing geological “sweet spots” and avoiding risk areas, the mining efficiency is improved and the cost is reduced, which provides reference for similar oilfield development.
鄂尔多斯盆地环江油田长8油藏属于致密砂岩油藏,油藏物性差,油层分布不均。本研究根据岩心观测、实验分析、测井、试油、生产动态等资料,对长8成员水平井体积压裂技术条件下大规模开发的有效储层进行了识别,从储层物性、含油率、气测井综合测井特征等方面建立了有效储层识别标准。通过这一方案,可以彻底确定致密砂岩储层水平井开发的有效储层。研究结果表明,研究区域的致密油资源可以成功开采。测井结果表明,油污砂体的含油性能优于油点。声波时差底限为 210 μs/m,渗透率为 0.03 mD,孔隙度为 6.0%,岩石电阻率为 30 Ω m,总烃气测量值超过基线的 5 倍。同时,油层总厚度大于 6 米,单砂体厚度大于 4 米,确定了环江油田 L289 区块长 8 致密油高效储层下限标准。根据含油性质、综合测井显示、储层厚度等分析,优化地质 "甜点",为后续开采提供参考。通过对比分析,找出规律和趋势,为选择开采策略提供依据。借助数值模拟、地质建模等技术手段,提高预测精度和决策效果。通过明确储层下限标准,优化地质 "甜点",避开风险区域,提高了开采效率,降低了成本,为类似油田开发提供了参考。
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引用次数: 0
Assessing the ecological security of tourism in Northeast China 中国东北地区旅游生态安全评估
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-04-09 DOI: 10.1515/geo-2022-0545
Dan Shi, Jingwen Guan, Daiji Wan, Jiping Liu
The ecological security of tourism provides an important guarantee of the sustainable development of regional tourism. In this study, the authors use the Driving Force-Pressure-State-Impact-Response model to construct a system to assess the ecological security of tourism in three provinces of Northeast China. We analyze the characteristics of the dynamic spatiotemporal evolution of the ecological security of tourism in 34 prefecture-level cities, one prefecture, and one region in three provinces of Northeast China from 2010 to 2019 and identify obstacles to this evolution. The results show the following: (1) The ecological security of tourism in Northeast China fluctuated and grew during the study period. Significant changes were observed in the rankings of the provinces in the ecological security of tourism. The pattern of spatial distribution has gradually shifted, from “high in the west and low in the middle” in 2010 to “slightly high in the middle-east and slightly low in the west” in 2019. (2) The ecological security of tourism exhibited prominent characteristics of spatial agglomeration on the whole, where the degree of agglomeration has gradually decreased over time. Economically developed cities in Central China exhibited strong local autocorrelation, and the majority had the characteristics of spatial agglomeration and dependence. (3) There were significant differences in obstacles to the ecological security of tourism among the cities (prefectures and regions) and provinces. Industrial sulfur dioxide emissions and urban population density are the main obstacles to the ecological security of tourism, while the pressure system has emerged as the main hindrance to improvements in it in the three provinces considered here. These results provide insights into the ecological security of tourism in the three provinces of Northeast China, as well as a theoretical reference for formulating and implementing the relevant measures of risk prevention and control. This study shows that increasing the protection of the tourism ecological environment and the construction of new energy sources, building complete tourism infrastructure, coordinating the relationship between tourists and the natural environment, adopting differentiated tourism development measures, and overcoming the obstacles will help to gradually improve the level of tourism ecological security in three provinces of Northeast China.
旅游生态安全为区域旅游业的可持续发展提供了重要保障。在本研究中,作者运用 "驱动力-压力-状态-影响-反应 "模型,构建了东北三省旅游生态安全评价体系。分析了 2010 年至 2019 年东北三省 34 个地级市、1 个地市和 1 个地区旅游生态安全的动态时空演变特征,并找出了这一演变的障碍。研究结果表明(1)研究期间,东北地区旅游生态安全状况有升有降。各省旅游生态安全排名发生显著变化。空间分布格局逐渐转变,由2010年的 "西部高、中部低 "转变为2019年的 "中东部略高、西部略低"。(二)旅游生态安全总体呈现空间集聚特征突出,集聚程度随时间推移逐渐降低。中部经济发达城市表现出较强的局域自相关性,多数城市具有空间集聚性和依存性特征。(3)各省市(地、州)旅游生态安全障碍差异显著。工业二氧化硫排放和城市人口密度是旅游生态安全的主要障碍,而压力体系则成为三省改善旅游生态安全的主要障碍。这些结果为东北三省的旅游生态安全提供了启示,也为制定和实施相关的风险防控措施提供了理论参考。研究表明,加大旅游生态环境保护和新能源建设力度,建设完善的旅游基础设施,协调游客与自然环境的关系,采取差异化的旅游发展措施,克服障碍,将有助于逐步提高东北三省的旅游生态安全水平。
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引用次数: 0
New formula to determine flyrock distance on sedimentary rocks with low strength 确定低强度沉积岩飞石距离的新公式
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-04-04 DOI: 10.1515/geo-2022-0624
Supandi Supandi
There are many methods that discuss the prediction of flyrock distance in blasting operation, but none of them specifically discusses flyrock distance in sedimentary rock with low strength. The empirical method based on a statistical approach also has no specific research on it. This study aims to obtain a formula for predicting flyrock distance due to blasting on a sedimentary rock with low strength using ammonium nitrate fuel oil. A total of 196 samples were obtained from the blasting that has been operated. The variables included for building the new prediction model of flyrock distance are stemming, blast-hole height, powder factor, and average charge per blast hole. The analysis was carried out using a statistical approach with the concept of regression and correlation. Unlike the previous model that applied a dimensional approach, the new model set each of the predictor variables to have their respective regression coefficients in order to see how they play a role in predicting the flyrock distance. The results show that burden, stemming, blast-hole height, powder factor, and average charge per blast hole significantly affect the flyrock distance. The variance in flyrock distance can be explained uniquely 3.50% by burden, 10.74% by stemming, 2.55% by blast-hole height, 2.32% by powder factor, and 2.76% by average charge per blast hole. The new proposed model of flyrock distance is better than the previous model by looking at the mean absolute percentage error. To predict the flyrock distance of sedimentary rock with low strength, the new model can be used.
关于爆破作业中飞石距离预测的方法有很多,但没有一种方法专门讨论低强度沉积岩中的飞石距离。基于统计方法的经验方法也没有专门的研究。本研究的目的是获得使用硝酸铵燃料油的低强度沉积岩爆破飞石距离的预测公式。从已实施的爆破中总共获得了 196 个样本。用于建立新的飞石距离预测模型的变量包括爆破干度、爆破孔高度、火药系数和每个爆破孔的平均装药量。分析采用了回归和相关概念的统计方法。与之前采用维度方法的模型不同,新模型设定了每个预测变量各自的回归系数,以了解它们在预测飞石距离中的作用。结果表明,装药量、茎杆、爆破孔高度、火药系数和每个爆破孔的平均装药量对飞石距离有显著影响。爆石距离的差异可由以下因素唯一解释:装药量 3.50%、爆干 10.74%、爆破孔高度 2.55%、火药系数 2.32%、每个爆破孔平均装药量 2.76%。从平均绝对误差百分比来看,新提出的飞石距离模型优于之前的模型。新模型可用于预测低强度沉积岩的飞石距离。
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引用次数: 0
Ultra-deep channel sand body target recognition method based on improved deep learning under UAV cluster 无人机集群下基于改进深度学习的超深信道沙体目标识别方法
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-04-04 DOI: 10.1515/geo-2022-0612
Jingxin Guan, Weimin Ma
River sand bodies have complex and changeable characteristics and distribution. In order to improve the accuracy and efficiency of target recognition, this study proposes a target recognition method of ultra-deep river sand bodies with improved deep learning under unmanned aerial vehicle (UAV) cluster. By constructing the cooperative target allocation model of UAV group, it is ensured that the targets of ultra-deep and large-area river sand bodies are collected. The gradient histogram is used to extract the image characteristics of ultra-deep river sand body and enhance the target image of ultra-deep river sand body. Bi-directional long short-term memory (Bi-LSTM) network model is constructed by introducing bidirectional recurrent neural network (RNN) to improve deep learning. Bi-LSTM neural network is used to construct the target recognition model of ultra-deep river sand body and complete the target recognition. The experimental results show that this method can extract the target edge completely and recognize the image edge accurately, and the average recognition accuracy under different ambiguities is higher than 95. It is proved that this method has high accuracy in sand body feature extraction and classification and has great application potential in river sand body target recognition.
河沙体具有复杂多变的特征和分布。为了提高目标识别的精度和效率,本研究提出了无人机集群下改进深度学习的超深河沙体目标识别方法。通过构建无人机群协同目标分配模型,确保超深大面积河沙体目标的采集。利用梯度直方图提取超深河沙体的图像特征,增强超深河沙体的目标图像。通过引入双向循环神经网络(RNN),构建双向长短期记忆(Bi-LSTM)网络模型,提高深度学习能力。利用 Bi-LSTM 神经网络构建超深河沙体的目标识别模型,并完成目标识别。实验结果表明,该方法能完整提取目标边缘并准确识别图像边缘,不同模糊度下的平均识别准确率高于 95。实验证明,该方法在沙体特征提取和分类方面具有较高的准确率,在河道沙体目标识别方面具有很大的应用潜力。
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引用次数: 0
Classification and logging identification of reservoir space near the upper Ordovician pinch-out line in Tahe Oilfield 塔河油田上奥陶统夹出线附近储层空间的分类与测井识别
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-04-04 DOI: 10.1515/geo-2022-0608
Debin Yang, Yanlin Jin, Juan Zhang, Runcheng Xie, Huaxin Chen, Shuai Yin, Wenli Cai
Real drilling near the upper Ordovician pinch-out line in the Tahe Oilfield shows that the drilling encountered karst reservoir. However, due to the transitional position between the denudation area and the overlying area and the special karst geological background, the existing drilling and completion data show that the reservoir space types in this area are complex and diverse. In this article, the classification of reservoir space near the Upper Ordovician pinch-out line and the extraction of logging response characteristics have been carried out based on drilling, logging, core, and crude oil quality data. Through this study, the classification scheme of karst reservoir space in the study area is proposed. The reservoir space types of karst reservoirs include fracture–cave, fracture–pore (light and low resistivity), fracture–pore (heavy and high resistivity), dissolved pore–pore (light and low resistivity), dissolved pore–pore (heavy and high resistivity), isolated pore (relatively isolated distribution of pores and fractures, weakly connected), and cave-type reservoir (sand and gravel filled or semi-unfilled). Furthermore, conventional logging parameters and five parameters sensitive to reservoir properties are extracted. The intersection maps based on the combination forms, fluid properties, and reservoir space effectiveness of different types of reservoir spaces are effective in distinguishing seven types of reservoir spaces and two types of stratified karst reservoirs. In this study, the reservoir space types and logging response characteristics of reservoirs near the Upper Ordovician pinch-out line are defined, which can provide a reliable geological basis for the quantitative identification and distribution evaluation of karst reservoirs.
塔河油田上奥陶统夹出线附近的实钻显示,钻遇岩溶储层。但由于该地区处于剥蚀区与上覆区的过渡位置,加之特殊的岩溶地质背景,现有钻完井资料显示,该地区储层空间类型复杂多样。本文根据钻井、测井、岩心和原油质量资料,对上奥陶系夹出线附近储层空间进行了分类,并提取了测井响应特征。通过这项研究,提出了研究区岩溶储层空间的分类方案。岩溶储层空间类型包括裂缝-溶洞、裂缝-孔隙(轻、低电阻率)、裂缝-孔隙(重、高电阻率)、溶解孔隙-孔隙(轻、低电阻率)、溶解孔隙-孔隙(重、高电阻率)、孤立孔隙(孔隙和裂缝分布相对孤立,连接较弱)、溶洞型储层(砂砾石充填或半无充填)。此外,还提取了常规测井参数和对储层性质敏感的五个参数。根据不同类型储层空间的组合形式、流体性质和储层空间有效性绘制的交汇图能有效区分七种类型的储层空间和两种类型的层状岩溶储层。该研究明确了上奥陶统夹出线附近储层的储集空间类型和测井响应特征,为岩溶储层的定量识别和分布评价提供了可靠的地质依据。
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引用次数: 0
Obliquity-paced summer monsoon from the Shilou red clay section on the eastern Chinese Loess Plateau 来自中国东部黄土高原石楼红粘土地段的倾角步调一致的夏季季风
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-04-02 DOI: 10.1515/geo-2022-0616
Silu Xu, Jiasheng Chen
The red clay of the Chinese Loess Plateau (CLP) is an important geological archive for understanding the variability in the late Neogene East Asian monsoon. The periodicity of the summer monsoon of the red clay on the eastern CLP is dominated by eccentricity cycles within the constraints of the palaeomagnetic chronological framework, whereas global climate change characteristics represented by the deep-sea oxygen isotope record at that time show a dominating obliquity cycle. Here, we analyzed the East Asian summer monsoon proxies from the Shilou red clay section with the cyclostratigraphy method. The results show that the summer monsoon variation was dominated by obliquity, the optimum deposition rate was 4.451 cm/kyr, and the floating age of the Shilou red clay section was ca. 1.7 Ma. The late Neogene East Asian summer monsoon inferred from the eastern CLP was thus paced by the obliquity cycle, which is consistent with global change.
中国黄土高原红土是了解新近纪晚期东亚季风变异的重要地质档案。在古地磁年代学框架的约束下,中国黄土高原东部红土的夏季季风周期以偏心率周期为主,而当时深海氧同位素记录所代表的全球气候变化特征则以钝角周期为主。在此,我们采用旋回地层学方法分析了石楼红粘土剖面的东亚夏季季风代用资料。结果表明,夏季季风的变化主要受纬度的影响,最佳沉积速率为4.451 cm/kyr,石楼红粘土剖面的浮动年龄约为1.7 Ma。因此,从中国东部地区推断出的新近纪晚期东亚夏季季风是以纬度周期为步调的,这与全球变化是一致的。
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引用次数: 0
Three-dimensional finite-memory quasi-Newton inversion of the magnetotelluric based on unstructured grids 基于非结构网格的三维有限记忆准牛顿磁暴反演
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-03-22 DOI: 10.1515/geo-2022-0620
Huadong Song, Yunfeng Xue, Chaoxu Yan
Simulation optimization of complex geological bodies is a necessary means to improve inversion accuracy and computational efficiency; thus, inversion of magnetotelluric (MT) based on unstructured grids has become a research hotspot in recent years. This article realizes the three-dimensional (3D) finite element forward modeling of MT based on the magnetic vector potential-electric scalar potential method, using unstructured grids as the forward modeling grid, which improves computational efficiency. The inversion uses the limited-memory Broyden–Fletcher–Goldfarb–Shanno (LBFGS) method, and in the process of calculating the objective function gradient, the quasi-forward method is used to avoid solving the Jacobian matrix, which has the advantages of requiring small storage space and fast computational efficiency. Finally, the 3D LBFGS inversion algorithm of MT based on unstructured grids was realized, and the inversion studies of classic and complex models verified the effectiveness and the reliability of the algorithm proposed in this article.
复杂地质体的模拟优化是提高反演精度和计算效率的必要手段,因此,基于非结构网格的磁电反演成为近年来的研究热点。本文基于磁矢量势-电标量势方法,以非结构网格为正演建模网格,实现了三维有限元正演建模,提高了计算效率。反演采用有限记忆布洛伊登-弗莱彻-戈德法布-山诺(LBFGS)方法,在计算目标函数梯度的过程中,采用准正演方法避免求解雅各布矩阵,具有所需存储空间小、计算效率高的优点。最后,实现了基于非结构网格的 MT 三维 LBFGS 反演算法,对经典模型和复杂模型的反演研究验证了本文提出的算法的有效性和可靠性。
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引用次数: 0
Improved entropy weight methods and their comparisons in evaluating the high-quality development of Qinghai, China 评价中国青海高质量发展的改进熵权法及其比较
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-03-19 DOI: 10.1515/geo-2022-0570
Li Chen, Xiangyu Wang, Yuanhui Wang, Peichao Gao
“High-quality development” is an important objective for China’s current development projects. For the betterment of the current situation of the underdeveloped regions, high-quality development is necessary. The comprehensive index method is one of the most widely used methods for evaluating high-quality development works, and indicator weighting is its key and at the same time the most controversial step. Among many weighting methods, the entropy weighting method is widely applied due to its easier understandability and use. This article focuses on the problem of weight distortion when the entropy values of indicators are close to 1 and the improvements to this problem. To verify these improvements, this article deduces with mathematical analysis, the underlying assumptions of the problem and evaluates the level of high-quality development in Qinghai Province, which is assumed to be an appropriate example of the underdeveloped regions in western China. Our mathematical deductions demonstrate that these underlying assumptions do not theoretically exist. In addition, both the improved and the original methods have similar performances in practice or, more specifically, have shown an overall upward trend in the level of high-quality development in Qinghai Province. Because the “problem” is extremely stringent and difficult to reproduce, we conclude that further improvements on the entropy weighting method should not be a focus of future research. To address the subjectivity or objectivity issues of weighting, weightless methods may be of use and should be developed.
"高质量发展 "是当前中国发展的重要目标。要改善欠发达地区的现状,就必须实现高质量发展。综合指数法是评价高质量发展工程应用最广泛的方法之一,而指标权重是其关键的一步,同时也是争议最大的一步。在众多加权方法中,熵权法因其易于理解和使用而被广泛应用。本文重点讨论指标熵值接近 1 时的权重失真问题以及对这一问题的改进。为了验证这些改进,本文通过数学分析推导出该问题的基本假设,并对青海省的高质量发展水平进行了评估,青海省被假定为中国西部欠发达地区的一个适当范例。我们的数学推导证明,这些基本假设在理论上并不存在。此外,改进方法和原始方法在实践中的表现相似,或者更具体地说,青海省的高质量发展水平总体呈上升趋势。由于 "问题 "极其严格且难以再现,我们认为进一步改进熵权法不应成为未来研究的重点。为了解决加权的主观性或客观性问题,无权重方法可能有用,应予以开发。
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