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Analysis of performance of selected geospatial analyses implemented on the basis of relational and NoSQL databases 基于关系数据库和NoSQL数据库的地理空间分析的性能分析
Pub Date : 2019-12-01 DOI: 10.2478/pcr-2019-0014
M. Pietroń
Abstract Databases are a basic component of every GIS system and many geoinformation applications. They also hold a prominent place in the tool kit of any cartographer. Solutions based on the relational model have been the standard for a long time, but there is a new increasingly popular technological trend – solutions based on the NoSQL database which have many advantages in the context of processing of large data sets. This paper compares the performance of selected spatial relational and NoSQL databases executing queries with selected spatial operators. It has been hypothesised that a non-relational solution will prove to be more effective, which was confirmed by the results of the study. The same spatial data set was loaded into PostGIS and MongoDB databases, which ensured standardisation of data for comparison purposes. Then, SQL queries and JavaScript commands were used to perform specific spatial analyses. The parameters necessary to compare the performance were measured at the same time. The study’s results have revealed which approach is faster and utilises less computer resources. However, it is difficult to clearly identify which technology is better because of a number of other factors which have to be considered when choosing the right tool.
数据库是每个GIS系统和许多地理信息应用的基本组成部分。它们在制图员的工具箱中也占有重要的地位。长期以来,基于关系模型的解决方案一直是标准的解决方案,但现在出现了一种新的技术趋势,即基于NoSQL数据库的解决方案,它在处理大型数据集方面具有许多优势。本文比较了选定空间关系数据库和NoSQL数据库在执行带有选定空间操作符的查询时的性能。有人假设,非关系解决方案将被证明更有效,研究结果证实了这一点。将相同的空间数据集加载到PostGIS和MongoDB数据库中,确保了数据的标准化,以便进行比较。然后,使用SQL查询和JavaScript命令执行特定的空间分析。同时测量了比较性能所需的参数。研究结果揭示了哪种方法更快,使用的计算机资源更少。然而,由于在选择正确的工具时必须考虑许多其他因素,因此很难清楚地确定哪种技术更好。
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引用次数: 1
Geomorphological modelling and mapping of the Peru-Chile Trench by GMT 秘鲁-智利海沟的地貌建模和测绘
Pub Date : 2019-12-01 DOI: 10.2478/pcr-2019-0015
Polina Lemenkova
Abstract The author presents a geospatial analysis of the Peru-Chile Trench located in the South Pacific Ocean by the Generic Mapping Tool (GMT) scripting toolset used to process and model data sets. The study goal is to perform geomorphological modelling by the comparison of two segments of the trench located in northern (Peruvian) and southern (Chilean) parts. The aim of the study is to perform automatic digitizing profiles using GMT and several scripting modules. Orthogonal cross-section profiles transecting the trench in a perpendicular direction were automatically digitized, and the profiles visualized and compared. The profiles show variations in the geomorphology of the trench in the northern and southern segments. To visualize geological and geophysical settings, a set of the thematic maps was visualized by GMT modules: free-air gravity anomaly, geoid, geology and bathymetry. The results of the descriptive statistical analysis of the bathymetry in both segments show that the most frequent depths for the Peruvian segment of the Peru-Chile Trench range from -4,000 to -4,200 (827 recorded samples) versus the range of -4,500 to -4,700 m for the Peruvian segment (1,410 samples). The Peruvian segment of the trench is deeper and its geomorphology steeper with abrupt slopes compared to the Chilean segment. A comparison of the data distribution for both segments gives the following results. The Peruvian segment has the majority of data (23%) reaching 1,410 (-4,500 m to -4,700 m). This peak shows a steep pattern in data distribution, while other data in the neighbouring diapason are significantly lower: 559 (-4,700 m to -5,000 m) and 807 (-4,200 m to -4,400 m). The Chilean segment has more unified data distribution for depths of -6,000 m to -7,000 m. This paper presents GMT workflow for the cartographic automatic modelling and mapping deep-sea trench geomorphology.
作者利用通用映射工具(Generic Mapping Tool, GMT)脚本工具集对位于南太平洋的秘鲁-智利海沟进行了地理空间分析,并对数据集进行了处理和建模。研究目标是通过比较位于北部(秘鲁)和南部(智利)部分的两段海沟来进行地貌建模。该研究的目的是使用GMT和几个脚本模块执行自动数字化配置文件。在垂直方向上横贯沟槽的正交剖面自动数字化,并对剖面进行可视化比较。剖面显示了南北段海沟地貌的变化。为了可视化地质和地球物理设置,一组专题地图通过GMT模块可视化:自由空气重力异常、大地水准面、地质和测深。两段测深的描述性统计分析结果表明,秘鲁-智利海沟的秘鲁段最常见的深度范围为-4,000至-4,200米(827个记录样本),而秘鲁段的范围为-4,500至-4,700米(1,410个样本)。与智利部分相比,秘鲁部分的海沟更深,地貌更陡峭,有陡坡。对两个部分的数据分布进行比较,得出如下结果。秘鲁段有大部分数据(23%)达到1410(- 4500米至- 4700米),这个峰值显示了数据分布的陡峭模式,而邻近流域的其他数据明显较低:559(- 4700米至- 5000米)和807(- 4200米至- 4400米),智利段在- 6000米至- 7000米的深度有更统一的数据分布。本文介绍了深海海沟地貌制图自动建模与制图的GMT工作流程。
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引用次数: 46
Between retrogression and progression – a proposal for a new method to recreate the historical building layout of settlement units 在退步与前进之间——一种重建住区单元历史建筑布局的新方法
Pub Date : 2019-12-01 DOI: 10.2478/pcr-2019-0018
Jakub Kuna
Abstract The use of cartographic sources and methods are the basic tools of historical geography. One of the main research trends in this field is the analysis of the spatial layout and number of old settlement units. The confrontation of maps with historical data allows the drawing of a town’s area at a certain time to be studied. The retrogression (R) and progression (P) methods that are currently used are imperfect and the model created (map) is usually incomplete and its reliability is limited. In the author’s opinion, the joining of retrogression and progression (a new method; combined – K)1 increases the quality of cartographic reconstruction of natural and cultural landscapes. The use of basic mathematical methods from the scope of set operations means the component reliability of the researched cartographic model can be varied because the common part of the retrogression and progression cartographic model represents mutual verification of source data. Quantitative effectiveness assessments of retrogression (R), progression (P) and the combined method (K) can be made for countable elements (e.g. buildings). As part of the conducted study, the effectiveness of separate methods was calculated: R = 76% for retrogression, P = 59% for progression and K = R ∪ P = 85% for the combined method. The mutual verification of the methods (R ∩ P) included 45% of residential buildings. The author describes the proposition of a new method and the course of verification research.
地图资源和方法的使用是历史地理学研究的基本工具。该领域的主要研究方向之一是对旧聚落单元的空间布局和数量进行分析。地图与历史数据的对照,可以研究某一时期城镇的面积图。目前使用的回归(R)和递进(P)方法是不完善的,建立的模型(map)通常是不完整的,可靠性有限。笔者认为,退进结合是一种新的方法;组合- K)1提高了自然和文化景观的制图重建质量。从集合运算的范围出发,使用基本的数学方法,意味着所研究的制图模型的组成可靠性是可以变化的,因为回归和递进制图模型的共同部分代表了源数据的相互验证。对于可计数的元素(例如建筑物),可采用倒退法(R)、递进法(P)和组合法(K)进行定量有效性评估。作为所进行研究的一部分,我们计算了不同方法的有效性:回归法的R = 76%,递进法的P = 59%,组合法的K = R∪P = 85%。方法(R∩P)的相互验证包括45%的住宅建筑。作者描述了一种新方法的提出和验证研究的过程。
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引用次数: 1
Political borders in Polish territory according to the Soviet atlas of 1940 根据1940年苏联地图集,波兰领土的政治边界
Pub Date : 2019-12-01 DOI: 10.2478/pcr-2019-0017
P. Eberhardt
Abstract The author presents Karmannyj Atlas Mira (Pocket Atlas of the World) which was published in Leningrad in 1940. It shows political borders existing in Polish territory at that time. Those borders resulted from the Soviet-German agreement reached in August and September 1939 in Moscow (the Molotov−Ribbentrop pact). On the maps in the Atlas the territories of central Poland are described as “Oblast Gosudarstvennych Interesov Germanii” (Area of the National Interest of Germany). The maps were reprinted in the article in the original version and underwent a historical, political and geographical analysis.
作者介绍1940年在列宁格勒出版的《世界袖珍地图集》(Karmannyj Atlas Mira)。它显示了当时波兰领土上存在的政治边界。这些边界源于1939年8月和9月在莫斯科达成的苏德协议(莫洛托夫-里宾特洛甫条约)。在地图集的地图上,波兰中部的领土被描述为“Oblast Gosudarstvennych Interesov Germanii”。这些地图在文章中按原版本重印,并进行了历史、政治和地理分析。
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引用次数: 0
Application of artificial neural networks in predicting voter turnout based on the analysis of demographic data 基于人口统计数据分析的人工神经网络在投票率预测中的应用
Pub Date : 2019-09-01 DOI: 10.2478/pcr-2019-0010
Piotr Michalak
Abstract The author presents the results of research on the use of artificial neural networks in predicting voter turnout. He describes the principles of operation of artificial neural networks, as well as detailed results of two machine learning methods used to predict voter turnout. The research resulted in creation of a functional model that allows for prediction of voter turnout results with a considerable degree of accuracy. The entire research process was carried out using the cartographic research method.
摘要本文介绍了利用人工神经网络预测选民投票率的研究成果。他描述了人工神经网络的运作原理,以及用于预测选民投票率的两种机器学习方法的详细结果。这项研究的结果是建立了一个功能模型,可以相当准确地预测投票率结果。整个研究过程采用地图学研究方法进行。
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引用次数: 0
Methodology of reconstruction of the Old-Polish road network as exemplified by the historic Lublin Voivodship 重建旧波兰公路网的方法,以历史悠久的卢布林省为例
Pub Date : 2019-09-01 DOI: 10.2478/pcr-2019-0011
M. Zawadzki
Abstract The aim of the author is to present the methodology of reconstruction of the Old-Polish transport network as exemplified by the historic Lublin Voivodship. The author discusses the research method and procedure of reconstructing the road routes and locations of transport facilities on the basis of text sources and old maps of varied content and geometric accuracy. The adopted methodology uses GIS tools to analyse and verify data from both cartographic and descriptive sources. The analysis is based on the retrogressive approach, as most of the cartographically reliable sources come from the early 19th century. The presented research procedure consists of three stages: preparation and processing of source material, registration of source information, and finally, its harmonization. The research procedure consists of two main steps: 1) identification (initial identification of the object and verification of its existence); 2) geometrisation (determination of geometrical parameters of the object, followed by their verification, and confirmation of the object’s course or location in the spatial database).
摘要作者的目的是提出重建旧波兰交通网络的方法,以历史悠久的卢布林省为例。本文论述了利用文本资料和内容多样、几何精度高的旧地图重构交通设施路线和位置的研究方法和步骤。所采用的方法使用地理信息系统工具来分析和核实来自地图和描述来源的数据。由于大多数可靠的制图资料来自19世纪初,因此分析是基于回溯方法。本文的研究过程包括三个阶段:原始资料的准备和处理,原始资料的登记,最后是其协调。研究过程包括两个主要步骤:1)识别(对对象的初步识别和对其存在的验证);2)几何化(确定物体的几何参数,随后进行验证,并在空间数据库中确认物体的路线或位置)。
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引用次数: 0
Spatio-temporal dynamics of vegetation cover in North-West Algeria using remote sensing data 基于遥感数据的阿尔及利亚西北部植被覆盖时空动态
Pub Date : 2019-09-01 DOI: 10.2478/pcr-2019-0009
Sitayeb Tayeb, Benabdeli Khéloufi
Abstract Land cover change is the result of complex interactions between social and environmental systems which change over time. While climatic and biophysics phenomena were for a long time the principal factor of land transformations, human activities are today the origin of the major part of land transformation which affects natural ecosystems. Quantification of natural and anthropogenic impacts on vegetation cover is often hampered by logistical issues, including (1) the difficulty of systematically monitoring the effects over large areas and (2) the lack of comparison sites needed to evaluate the effect of the factors. The effective procedure for measuring the degree of environmental change due to natural factors and human activities is the multitemporal study of vegetation cover. For this purpose, the aim of this work is the analysis of the evolution of land cover using remote sensing techniques, in order to better understand the respective role of natural and anthropogenic factors controlling this evolution. A spatio-temporal land cover dynamics study on a regional scale in Oranie, using Landsat data for two periods (1984–2000) and (2000–2011) was conducted. The images of the vegetation index were classified into three classes based on Normalized Difference Vegetation Index (NDVI) values and analysed using image difference approach. The result shows that the vegetation cover was changed. An intensive regression of the woody vegetation and forest land resulted in -22.5% of the area being lost between 1984 and 2000, 1,271 km2 was converted into scrub formations and 306 km2 into bare soil. On the other hand, this class increased by around 45% between 2000 and 2011, these evolutions resulting from the development of scrub groups with an area of 1,875.7 km2.
土地覆盖变化是社会系统和环境系统之间复杂相互作用的结果。虽然气候和生物物理现象在很长一段时间内是土地转化的主要因素,但今天人类活动是影响自然生态系统的大部分土地转化的起源。对植被覆盖的自然和人为影响的量化常常受到后勤问题的阻碍,包括:(1)难以系统地监测大面积的影响;(2)缺乏评价这些因素影响所需的比较地点。植被覆盖的多时相研究是测量自然因素和人类活动引起的环境变化程度的有效方法。为此,本工作的目的是利用遥感技术分析土地覆盖的演变,以便更好地了解控制这一演变的自然因素和人为因素各自的作用。利用1984-2000年和2000-2011年两个时期的Landsat数据,对鄂尔多斯地区进行了区域尺度的土地覆盖时空动态研究。基于归一化植被指数(NDVI)值将植被指数图像分为三类,并采用图像差分法进行分析。结果表明,植被覆盖发生了变化。1984 - 2000年期间,由于木本植被和林地的严重退化,该区面积减少了-22.5%,其中1271平方公里变为灌丛,306平方公里变为裸土。另一方面,在2000年至2011年期间,这一类别增加了约45%,这些演变是由于面积为1,875.7平方公里的灌丛群的发展。
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引用次数: 1
Computerization of cartographic publishing activity – an outline of the problem exemplified by the former monopolist in Poland 地图出版活动的电脑化- -以波兰前垄断者为例的问题概述
Pub Date : 2019-09-01 DOI: 10.2478/pcr-2019-0012
Beata Konopska
Abstract The post-1989 transition from a centrally planned economy to a free-market economy generated new investment opportunities in Poland, heavily impacted by computerization. The article analyses the genesis, course and effects of implementation of computerization in a cartographic publishing house which spent several decades operating on a typical Central and Eastern European market. It also highlights the multi-dimensional nature of this process, presenting it in the context of political and socio-economic changes. The author indicates that the factors hindering efficient implementation of computerization were the very qualities which in the past determined the enterprise’s market potential: a great reserve of source and technical materials for publishing maps, efficient technological facilities, experienced employees and the management who sought modernization, but underestimated the potential of computerization and had to deal with its own psychological barriers related to the issue.
1989年后,波兰从中央计划经济向自由市场经济的转变,在计算机化的严重影响下,创造了新的投资机会。本文分析了在典型的中欧和东欧市场上经营了几十年的一家地图出版社实施计算机化的起源、过程和效果。它还突出了这一进程的多层面性质,在政治和社会经济变化的背景下提出这一进程。作者指出,阻碍有效实施计算机化的因素正是过去决定企业市场潜力的素质:大量的地图出版资源和技术材料储备、高效的技术设施、经验丰富的员工和追求现代化但低估计算机化潜力并必须处理与此问题有关的自身心理障碍的管理层。
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引用次数: 0
Cartograms – classification and terminology 制图。分类和术语
Pub Date : 2019-07-01 DOI: 10.2478/pcr-2019-0005
A. Markowska
Abstract The author discusses new classifications of cartograms. Cartographic anamorphoses terminology and a multi-level classification, including not only cartograms but also anamorphical projections, have been proposed. The selected area cartograms’ classes were discussed in detail and compared.
摘要本文讨论了地图的新分类。提出了地图学畸变术语和多层次分类,不仅包括地图学,还包括畸变投影。对所选区域图的分类进行了详细的讨论和比较。
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引用次数: 2
The 18th century Lublin in the eyes of a military engineer. Fortifications and security measures for the negotiations on the map of Lublin created by C. d’Örken and modern evidence confirming their existence 军事工程师眼中的18世纪卢布林。C. d ' Örken在卢布林地图上为谈判建立的防御工事和安全措施,以及证实其存在的现代证据
Pub Date : 2019-07-01 DOI: 10.2478/pcr-2019-0008
Kamil Nieścioruk
Abstract Just as contemporary cartographic works, old maps were usually made for specific purposes, e.g. related to taxation, propaganda or military objectives. C. d’Örken’s map of Lublin of 1716 is an example of a cartographic work created for military purposes, as it was made in the context of negotiations of the Tarnogród Confederation. The author of the map focused on the thematic content – he marked control zones, as well as military outposts, and accommodation sites. In many instances, the base content is presented with little attention to detail. There are a few exceptions to this rule, with fortifications being the most noticeable one. It was most likely motivated by the author’s profession, as he was a military engineer. Still, although Lublin has never been a particularly well-fortified city, the aforementioned content of the map perfectly reflects not only the former shape of the city space, but also its contemporary organisation. This article, due to its detailed description of selected works and the methodology involving the use of old cartographic materials, can be used as an important source material for archaeological, restoration and regeneration works.
就像当代的地图作品一样,旧地图通常是为了特定的目的而制作的,例如与税收、宣传或军事目标有关。C. d ' Örken 1716年的卢布林地图是为军事目的而制作的地图作品的一个例子,因为它是在Tarnogród联邦谈判的背景下制作的。地图的作者专注于主题内容——他标记了控制区、军事前哨和住宿地点。在许多情况下,基本内容很少关注细节。这条规则也有一些例外,防御工事是最引人注目的。这很可能是出于作者的职业,因为他是一名军事工程师。然而,尽管卢布林从来都不是一个特别坚固的城市,上述地图的内容不仅完美地反映了城市空间的以前的形状,而且还反映了它的当代组织。由于本文对所选作品的详细描述和涉及旧地图材料使用的方法,可以作为考古,修复和再生工程的重要来源材料。
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引用次数: 0
期刊
Polish Cartographical Review
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