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Applicability of the global TanDEM-X elevation data for terrain modelling of a forested karst area: a case study from Slovak Karst 全球TanDEM-X高程数据在森林喀斯特地区地形建模中的适用性:斯洛伐克喀斯特地区的案例研究
IF 0.3 Q3 Social Sciences Pub Date : 2022-01-01 DOI: 10.33542/gc2022-1-03
P. Bandura, M. Gallay
New interferometric radar data of the TanDEM-X space mission have become recently available as a global digital elevation model providing 0.4 arc second spatial resolution (ca. 12 meters). The TanDEM-X dataset brings new options into geoscientific research across multiple scales. However, the accuracy and suitability of this data have not been evaluated in such an extensive manner as, for example, the widely used SRTM data which resolution is 1 arc second (ca. 30 m). We present a validation of the vertical accuracy of TanDEM-X DEM product and an evaluation of its suitability for landform classification in a forested karst area. The DEM segmentation using geomorphons was used for the automated object-based landform classification. We focused on the identification of dolines for which polygons of dolines mapped by an expert-driven approach were used for validation. Airborne lidar data in the form of DSM and DTM were used as the reference dataset for validation of the TanDEM-X DEM vertical accuracy. The results from the study area show that the vertical RMSE of the TanDEM-X data is 3.42 m with respect to the lidar DSM and 9.64 m in comparison with lidar DTM. The identification of dolines by the geomorphon approach achieved 73 % with TanDEM-X, lower than for the lidar DTM (85 %). The TanDEM-X elevation errors were strongly correlated with the canopy height derived from the lidar data suggesting limited suitability of the TanDEM-X data for mapping fine-scale geomorphological features under forests while there was a good match with the lidar DTM terrain in open areas. URL: https://www.gcass.science.upjs.sk/
TanDEM-X空间任务的新干涉雷达数据最近成为全球数字高程模型,提供0.4角秒的空间分辨率(约12米)。TanDEM-X数据集为跨多个尺度的地球科学研究带来了新的选择。然而,这些数据的准确性和适用性尚未得到广泛的评估,例如,广泛使用的分辨率为1角秒(约30米)的SRTM数据。我们提出了对TanDEM-X DEM产品垂直精度的验证,并评估了其在森林喀斯特地区地形分类的适用性。利用地貌学对DEM进行分割,实现了基于地物的地形自动分类。我们专注于识别由专家驱动的方法绘制的多线多边形用于验证的多线。以DSM和DTM两种形式的机载激光雷达数据作为参考数据集,验证了TanDEM-X DEM垂直精度。研究区结果表明,TanDEM-X数据相对于激光雷达DSM的垂直RMSE为3.42 m,相对于激光雷达DTM的垂直RMSE为9.64 m。TanDEM-X的地貌学方法对直线的识别率为73%,低于激光雷达DTM(85%)。TanDEM-X高程误差与由激光雷达数据获得的冠层高度密切相关,表明TanDEM-X数据对森林下精细尺度地貌特征的适用性有限,而与开放地区的激光雷达DTM地形匹配良好。URL: https://www.gcass.science.upjs.sk/
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引用次数: 1
Factors affecting migration destination choices of international migrant workers in Slovakia 影响斯洛伐克国际移徙工人移徙目的地选择的因素
IF 0.3 Q3 Social Sciences Pub Date : 2022-01-01 DOI: 10.33542/gc2022-2-03
Z. Beňová, K. Brockova
The main goal of this paper is to determine the main economic factors that influence the self-selection process of migrant workers when settling in Slovakia. Considering the growing number of migrant workers in Slovakia, it is necessary to determine which factors influence them most when choosing a final destination within the country. Paper deals with the allocation of migrant workers in Slovakia focusing on the mutual relationship between the total number of migrant workers and the average wage, and the number of vacancies in 2010 and 2020 in individual districts. The paper also analyses the domestic labour market with emphasis on internal and foreign labour migration. The study is based on migration and self-selection process theories. In the paper, we work with data from public institutions in Slovakia, especially the Ministry of Labour, Social Affairs and Family, the National Bank of Slovakia and the Statistical Office. To achieve the goal, Spearman's coefficient is used and its significance and linear regression are tested. The results show that the correlation between the number of migrant workers in individual districts and the number of vacancies was stronger than the correlation between the number of migrant workers and the amount of average wage in both monitored years 2010 and 2020. URL: https://www.gcass.science.upjs.sk/
本文的主要目标是确定影响移民工人在斯洛伐克定居时自我选择过程的主要经济因素。考虑到斯洛伐克境内移徙工人的人数不断增加,有必要确定在斯洛伐克境内选择最终目的地时,哪些因素对他们影响最大。文件涉及斯洛伐克移徙工人的分配,重点是移徙工人总数与平均工资之间的相互关系,以及2010年和2020年个别地区的空缺人数。本文还分析了国内劳动力市场,重点是国内和国外劳动力迁移。本研究基于迁移和自我选择过程理论。在本文中,我们使用了斯洛伐克公共机构的数据,特别是劳动、社会事务和家庭部、斯洛伐克国家银行和统计局的数据。为此,采用Spearman系数,对其显著性和线性回归进行检验。结果表明,在2010年和2020年监测年份,各区农民工数量与职位空缺数量的相关性强于农民工数量与平均工资数额的相关性。URL: https://www.gcass.science.upjs.sk/
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引用次数: 0
Multicriteria analysis of the effectiveness of high-speed rails construction projects: case study of the Czech Republic 高速铁路建设项目有效性的多标准分析:以捷克共和国为例
IF 0.3 Q3 Social Sciences Pub Date : 2022-01-01 DOI: 10.33542/gc2022-2-02
M. Viturka, V. Pařil, Jakub Chmelík
This article seeks to evaluate the effectiveness of planned public construction projects of high-speed rails in the Czech Republic through the application of multicriteria analysis. In line with the nature of the projects, the developed original evaluation methodology places the main emphasis on the potential production of positive effects and on minimizing adverse effects. It includes criteria for integration, relevance, usefulness, stimulation, and sustainability. In this context, article provides synthesized information on the factual focus and geographical and practical context of application of the criteria used, and further on the results of the comparative evaluation of the four main planned high-speed routes. The acquired knowledge is subsequently discussed from the point of view of the most important stakeholders, interpreted through relevant scenarios, i.e. investor, business, and civic scenarios. URL: https://www.gcass.science.upjs.sk/
本文试图通过应用多标准分析来评估捷克共和国计划中的高速铁路公共建设项目的有效性。根据项目的性质,拟定的原始评价方法主要强调可能产生的积极影响和尽量减少不利影响。它包括整合、相关性、有用性、激励和可持续性的标准。在此背景下,本文综合介绍了所使用标准的事实重点、地理和实践背景,并进一步介绍了四条主要规划高速线路的比较评价结果。随后,从最重要的利益相关者的角度讨论所获得的知识,并通过相关场景(即投资者、企业和公民场景)进行解释。URL: https://www.gcass.science.upjs.sk/
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引用次数: 0
Methods of modeling and mapping of the soil bulk density: a case study from Chernivtsi region, Ukraine 土壤容重的建模和制图方法:以乌克兰切尔诺夫茨地区为例
IF 0.3 Q3 Social Sciences Pub Date : 2022-01-01 DOI: 10.33542/gc2022-2-05
V. Cherlinka, Y. Dmytruk, L. Cherlinka, M. Gunchak, V. Sobko
Soil monitoring programs in many countries often do not measure such an indicator as soil bulk density. At the same time, modern problems of assessing the condition of the soil cover require its use in soil management of agricultural landscapes. We see the solution to this problem in geospatial modeling. We have developed a technique for simulating soil bulk density, the algorithm of which consists of five stages: the creation of model maps of agro-industrial soil groups, modeling of a clay content map, construction of a map of humus content, selection of empirical dependences of soil bulk density on humus and clay content with evaluation reliability of these dependencies and their implementation in GRASS GIS and, finally, cartographic modeling of the spatial continuous distribution of soil bulk density. At the same time, parameters for improving the quality of methods modeling and mapping the soil bulk density were established. First of all, this is an increase in the sampling dataset of density, humus, and clay content to improve the reliability of the selected regression formula. It is also an improvement in the quality of spatial modeling of the humus content using geostatistical methods or modeling. To improve the clay content map, it is necessary to increase the resolution of DEM and predictors, to choose more accurate sources of DEM and prediction algorithms. The application of the presented methodology is shown in a part of Chernivtsi region, Ukraine, with the possibility of use on the scale of the entire country. URL: https://www.gcass.science.upjs.sk/
许多国家的土壤监测项目通常不测量土壤容重这样的指标。同时,土壤覆盖状况评估的现代问题要求将其应用于农业景观的土壤管理。我们在地理空间建模中看到了这个问题的解决方案。我们开发了一种模拟土壤容重的技术,其算法包括五个阶段:建立农用工业土壤类群模型图,建立粘土含量图,构建腐殖质含量图,选择土壤容重对腐殖质和粘土含量的经验依赖关系,评估这些依赖关系的可靠性,并在GRASS GIS中实现,最后对土壤容重的空间连续分布进行制图建模。同时,建立了提高土壤容重建模和制图方法质量的参数。首先,这是增加密度、腐殖质和粘土含量的采样数据集,以提高所选回归公式的可靠性。这也是利用地统计学方法或模型对腐殖质含量空间建模质量的提高。为了改善粘土含量图,需要提高DEM和预测器的分辨率,选择更准确的DEM来源和预测算法。所提出的方法已在乌克兰切尔诺夫茨地区的一部分地区得到应用,并有可能在全国范围内使用。URL: https://www.gcass.science.upjs.sk/
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引用次数: 0
Využitie UAV snímok na poloautomatickú detekciu výpadkov viniča vo vinohradoch Jelenca a Topoľčianok (Slovensko) 使用无人机图像对耶伦卡和托波尔恰诺克葡萄园的葡萄酒废水进行半自动检测(斯洛伐克)
IF 0.3 Q3 Social Sciences Pub Date : 2021-01-01 DOI: 10.33542/gc2021-1-07
Adam Šupčík, Igor Matečný
The use of UAV (Unmanned Aerial Vehicles) in precision viticulture leads to a more flexible and efficient approach to vineyard management. Images from UAV help determine the condition of the vineyard. Identification of the missing roots of the vineyard in a row by semi-automatic image classification and its comparison with manual classification is a goal of the paper. This study presents a new methodology for the segmentation of vine and row gaps. RGB (Red-Green-Blue) images, multispectral images, Near-Infrared (NIR) images, and Normalized Differential Vegetation Index (NDVI) images were tested and compared with manual classification. The percentage of row gap and the accuracy of individual images were determined. Object-oriented classification of the vine and row gaps in the buffer zone of the vineyard is a core of our method. Using geostatistical methods, such as zonal and logistic regression statistics, the accuracy of individual data in buffer zones was evaluated. Areas of interest were parts of vineyards in Jelenec and Topoľčianky. Success of the method detectomg outage (compared to manual classification) was achieved by images in the RGB spectrum: 96.45% for the Jelenec vineyard and 82.61% for the Topoľčianky vineyard. By this method, we quickly determine row gaps/vine which can be used to optimize or reduce the application of fertilizers to be used only on the vine. The method can be also used by inspection authorities to reveal the actual condition of the vineyard.
无人机(UAV)在精确葡萄栽培中的使用,为葡萄园管理带来了更灵活、更有效的方法。来自无人机的图像有助于确定葡萄园的状况。本文研究的目标是利用半自动图像分类方法对葡萄园的成排缺根进行识别,并与人工分类方法进行比较。本研究提出了一种新的方法来分割藤和行间隙。对RGB(红绿蓝)图像、多光谱图像、近红外(NIR)图像和归一化植被指数(NDVI)图像进行了测试,并与人工分类进行了比较。确定了行间距百分比和单个图像的精度。面向对象的葡萄树和行间距在葡萄园的缓冲区的分类是我们的方法的核心。利用地学统计方法,如分区回归统计和逻辑回归统计,对缓冲带个别数据的准确性进行了评价。感兴趣的地区是耶勒内克和Topoľčianky的部分葡萄园。与人工分类相比,该方法在RGB光谱图像中实现了停机检测的成功率:Jelenec葡萄园为96.45%,Topoľčianky葡萄园为82.61%。通过这种方法,我们可以快速确定行间距/葡萄藤,可以用来优化或减少只在葡萄藤上使用的肥料的施用。这种方法也可以被检验机构用来揭示葡萄园的实际状况。
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引用次数: 0
Výzkum učebních úloh v učebnicích geografie: přehledová studie 地理教材学习任务研究:回顾性研究
IF 0.3 Q3 Social Sciences Pub Date : 2021-01-01 DOI: 10.33542/gc2021-1-04
Petr Trahorsch, P. Knecht
Although learning tasks are among the key components of Geography textbooks, they are not adequately addressed in research in Czechia and Slovakia. The aim of this study is to describe methodological approaches to the analysis of learning tasks in Geography textbooks applied in textbooks written in English and to synthesize related research findings. A systematic review study was applied to fulfil the objectives of the study. After gradual selection of the relevant sources, 13 studies were analyzed. The results show that within the methodologies used in the studies predominante the analyses of learning tasks which are focused on the categorization of tasks in terms of their cognitive demands and in terms of their potential to develop spatial thinking. The synthesis of the results showed that most learning tasks in textbooks are characterized by low cognitive intensity or develop the lowest categories of spatial thinking. In the light of research findings, we identify the desired directions of research of learning tasks in textbooks of geography and provide recommendations for authors and publishers of textbooks.
虽然学习任务是地理教科书的重要组成部分之一,但在捷克和斯洛伐克的研究中没有充分解决这些问题。本研究的目的是描述在英文教科书中应用地理教科书学习任务分析的方法论方法,并综合相关研究成果。为了达到研究的目的,采用了系统回顾研究。在逐步选择相关来源后,对13项研究进行分析。结果表明,在研究中使用的方法中,对学习任务的分析占主导地位,这些任务主要集中在任务的认知需求和发展空间思维的潜力方面。综合研究结果表明,教科书中大多数学习任务的认知强度较低或空间思维类别发展最低。根据研究结果,我们确定了地理教科书学习任务的研究方向,并为教科书的作者和出版商提供了建议。
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引用次数: 0
Multikriteriálna analýza vybraných ukazovateľov procesu nakladania s komunálnym odpadom v mestách Slovenskej republiky 斯洛伐克共和国城市城市废物管理过程选定指标的多标准分析
IF 0.3 Q3 Social Sciences Pub Date : 2021-01-01 DOI: 10.33542/gc2021-2-04
Michal Klobučník
The paper aims to present a comprehensive analysis of the process of municipal waste management in the towns of the Slovak Republic. For multicriteria analysis, we selected three main indicators, namely the amount of separated waste, the amount of landfilled waste, as well as the amount of total current expenditures for waste management. We have stated the values of all sub-indicators of Slovak towns per capita. Waste management information systems in Slovakia publish waste statistics only at the national and regional level, so we had to obtain data from all 141 towns in Slovakia (for 2018) individually. The research confirmed a possible relationship between the population size of the towns and the values of individual sub-indicators, differences in values were also visible among the regions (west, central, and east). The values of the summary indicator of multicriteria analysis of towns were significantly differentiated according to the regions of Slovakia; the population aspect of the towns did not have an impact.
本文旨在对斯洛伐克共和国城镇的城市废物管理过程进行全面分析。为了进行多指标分析,我们选择了三个主要指标,即分类废物量、堆填废物量以及废物管理的总开支。我们已经说明了斯洛伐克城镇人均所有分指标的数值。斯洛伐克的废物管理信息系统仅在国家和地区层面发布废物统计数据,因此我们必须单独获取斯洛伐克所有141个城镇(2018年)的数据。研究证实了城镇人口规模与各分项指标之间可能存在的关系,但各地区(西部、中部和东部)的数值差异也很明显。斯洛伐克各地区城镇多标准分析汇总指标的数值差别很大;城镇的人口方面没有影响。
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引用次数: 0
Using UAV images for semiautomatic detection of row-gaps in vineyards in Jelenec and Topoľčianky (Slovakia) 使用无人机图像半自动检测Jelenec和Topoľčianky葡萄园的行间隙(斯洛伐克)
IF 0.3 Q3 Social Sciences Pub Date : 2021-01-01 DOI: 10.33542/gc2020-2-07
A. Šupčík, I. Matečný
The use of UAV (Unmanned Aerial Vehicles) in precision viticulture leads to a more flexible and efficient approach to vineyard management. Images from UAV help determine the condition of the vineyard. Identification of the missing roots of the vineyard in a row by semi-automatic image classification and its comparison with manual classification is a goal of the paper. This study presents a new methodology for the segmentation of vine and row gaps. RGB (Red-Green-Blue) images, multispectral images, Near-Infrared (NIR) images, and Normalized Differential Vegetation Index (NDVI) images were tested and compared with manual classification. The percentage of row gap and the accuracy of individual images were determined. Object-oriented classification of the vine and row gaps in the buffer zone of the vineyard is a core of our method. Using geostatistical methods, such as zonal and logistic regression statistics, the accuracy of individual data in buffer zones was evaluated. Areas of interest were parts of vineyards in Jelenec and Topoľčianky. Success of the method detectomg outage (compared to manual classification) was achieved by images in the RGB spectrum: 96.45% for the Jelenec vineyard and 82.61% for the Topoľčianky vineyard. By this method, we quickly determine row gaps/vine which can be used to optimize or reduce the application of fertilizers to be used only on the vine. The method can be also used by inspection authorities to reveal the actual condition of the vineyard.
无人机(UAV)在精确葡萄栽培中的使用,为葡萄园管理带来了更灵活、更有效的方法。来自无人机的图像有助于确定葡萄园的状况。本文研究的目标是利用半自动图像分类方法对葡萄园的成排缺根进行识别,并与人工分类方法进行比较。本研究提出了一种新的方法来分割藤和行间隙。对RGB(红绿蓝)图像、多光谱图像、近红外(NIR)图像和归一化植被指数(NDVI)图像进行了测试,并与人工分类进行了比较。确定了行间距百分比和单个图像的精度。面向对象的葡萄树和行间距在葡萄园的缓冲区的分类是我们的方法的核心。利用地学统计方法,如分区回归统计和逻辑回归统计,对缓冲带个别数据的准确性进行了评价。感兴趣的地区是耶勒内克和Topoľčianky的部分葡萄园。与人工分类相比,该方法在RGB光谱图像中实现了停机检测的成功率:Jelenec葡萄园为96.45%,Topoľčianky葡萄园为82.61%。通过这种方法,我们可以快速确定行间距/葡萄藤,可以用来优化或减少只在葡萄藤上使用的肥料的施用。这种方法也可以被检验机构用来揭示葡萄园的实际状况。
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引用次数: 0
Shrinkage of the tarns in the High Tatras (Slovakia, Poland) 高塔特拉山脉(斯洛伐克、波兰)的水帘收缩
IF 0.3 Q3 Social Sciences Pub Date : 2021-01-01 DOI: 10.33542/gc2021-1-01
Juraj Kapista, F. Petrovič, J. Hreško, Z. Rączkowska
This paper assesses the shrinkage of glacial lakes in the High Tatras by analysing the series of historical and actual orthophotomaps from 1949 to 2018. The shoreline dynamics during this period were established by detailed retrospective remote sensing, and the decrease in the former surface of the water was caused by intensive interaction between morphodynamic processes and the lake basins. Herein, we have identified 38 tarns with an assumed decline in the area. This assumption was based on a comparison of initial visual analysis of the historical aerial photographs and the current orthophotomaps which capture all High Tatras tarns. We selected ten tarns with the largest or most representative changes and performed detailed cartographic analysis on them. We also attempted this analysis over shorter periods whenever possible and herein we established from 2.5 to 32.2% decrease in lake water surface area during the monitored period. This decrease in shallow lake basins was accompanied by the presence of accumulated debris flows, fine fraction fluvial-proluvial deposits, and vegetation. The shallow glacial lake basins are sensitive indicators of irreversible changes in their catchment areas and this study, therefore, highlights the effectiveness of combining detailed orthophotomaps and historical aerial photos and GIS tools in researching glacial lakes shoreline dynamics in the alpine landscape. Retrospective shoreline analysis facilitates the assessment of the effects of morphodynamic processes on the development of tarns from the postglacial period until today.
本文通过分析1949 - 2018年的一系列历史和实际正射影像图,对高塔特拉冰川湖泊的萎缩进行了评估。这一时期的岸线动态是通过详细的回顾性遥感建立的,以前水面的减少是由形态动力学过程和湖盆的强烈相互作用造成的。在这里,我们已经确定了38个假设区域下降的目标。这一假设是基于对历史航拍照片的初步视觉分析与目前捕获所有高塔特拉高地的正射影成像图的比较。我们选择了十个变化最大或最具代表性的地区,并对它们进行了详细的制图分析。我们还尽可能在较短的时间内进行分析,在此我们确定在监测期间湖泊水面面积减少了2.5%至32.2%。浅湖盆地的减少伴随着堆积的泥石流、细粒河流-洪积沉积物和植被的存在。浅层冰湖流域是其集水区不可逆变化的敏感指标,因此,本研究强调了将详细正射影像图和历史航空照片结合GIS工具研究高山景观中冰湖岸线动态的有效性。回顾性的海岸线分析有助于评估自冰期后至今形态动力学过程对湖泊发育的影响。
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引用次数: 0
Size matters: Development and cooperation of municipalities in the Brno metropolitan area (Czech Republic) 规模问题:布尔诺大都市区各市的发展与合作(捷克共和国)
IF 0.3 Q3 Social Sciences Pub Date : 2021-01-01 DOI: 10.33542/gc2021-2-06
J. Kunc, P. Tonev, M. Novotná, Petr Šašinka, Z. Dvořák, Soňa Raszková, A. Krajíčková
The Czech Republic is typical for its fragmented settlement structure with a high number of small self-governing municipalities. Such a distinction causes many problems, including a non-effective way of their management. Even though various integration methods have already been applied in Europe for several decades, the Czech Republic, due to its historical development influenced by the period of communism, is still looking for intermunicipal cooperation opportunities at a higher (metropolitan) level. The presented text aims to evaluate a municipalities’ willingness to cooperate on particular activities and participate in selected topics on strategic and spatial planning at a metropolitan level. Their willingness is analysed according to the population size category of municipalities so that diverse approaches towards the willingness to cooperate could be identified for municipalities in different categories. The results are demonstrated by the example of the Brno Metropolitan Area, which is regarded to be a leader in the development of inter-municipal cooperation at a metropolitan level in the Czech Republic. The results were obtained from a questionnaire survey carried out with the mayors of the Brno metropolitan area in 2020. From a total of 184 municipalities, 175 municipalities took part in the questionnaire survey. Thus, the return was 95%. The results show that the assumption of the importance of the municipality population size is significant when making decisions about future development and cooperation within a metropolitan area. Although most municipalities in all size categories consider it useful to engage in cooperation and solve selected topics together at a metropolitan level, the municipalities in the smallest size categories of up to 1,000 inhabitants had a significantly lower proportion of very positive responses (definitely yes) than municipalities in the other categories. This fact may be attributed to the specific development of the Czech settlement system and the so-called historical memory of the residents from small municipalities during the directive merger in the 1970s and 1980s.
捷克共和国的典型特点是其分散的定居结构,有大量的小自治市。这种区别造成了许多问题,包括他们的管理方式无效。尽管欧洲已经采用了几十年的各种整合方式,但捷克共和国由于其受共产主义时期影响的历史发展,仍在寻找更高(都市)层面的城市间合作机会。本文的目的是评价市政当局在特定活动上进行合作的意愿,以及在大都市一级参与有关战略和空间规划的选定专题的意愿。根据城市的人口规模类别分析他们的意愿,以便为不同类别的城市确定合作意愿的不同方法。布尔诺大都市区的例子证明了这一结果,该地区被认为是捷克共和国大都市区一级发展城市间合作的领导者。该结果来自2020年对布尔诺大都市区市长进行的问卷调查。184个市镇中,175个市镇参加了问卷调查。因此,回报率为95%。结果表明,在都市圈的未来发展与合作决策中,假设城市人口规模的重要性是重要的。尽管所有规模类别的大多数城市都认为在大都市一级进行合作并共同解决选定的问题是有益的,但人口不超过1 000人的最小规模类别的城市得到非常积极答复(肯定是)的比例明显低于其他类别的城市。这一事实可能归因于捷克定居制度的具体发展,以及小城市居民在1970年代和1980年代的指向性合并期间所谓的历史记忆。
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引用次数: 0
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Geographia Cassoviensis
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