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Improving Traffic-noise-mitigation Strategies with LiDAR-based 3D Tree-canopy Analysis 利用基于激光雷达的 3D 树冠分析改进交通噪声缓解策略
Q3 Social Sciences Pub Date : 2024-06-02 DOI: 10.7494/geom.2024.18.3.81
N. Wickramathilaka, U. Ujang, S. Azri
The leaves on trees absorb road noise and serve as noise barriers. Tree structures such as tree belts and isolated trees have various methods for absorbing sounds. The depth, surface area, and noise-absorption coefficient of trees contribute to noise absorption. Therefore, this study aims to address this issue of traffic-noise pollution through the use of trees; in particular, by analyzing the noise-absorption coefficient of leaves, the surface area of the leaves, and the depths of the trees. However, the study stresses the need for 3D tree-canopy visualization to identify these factors. To achieve this, the study used LiDAR point clouds to provide accurate data for the convex hull visualizations of canopies. Additionally, a formulated equation for calculating traffic noise after absorption has been suggested by combining the traffic-noise absorption and Henk de Kluijver traffic-noise models. The study also compares the effectiveness of tree belts and isolated trees in reducing noise pollution, concluding that, below a canopy of trees, there is no noise reduction. Finally, the study has demonstrated that the number and sizes of leaves affect noise absorption, showing that noise pollution can be reduced by 1 to 3 dB(A) in the research area by using trees.
树叶可以吸收道路噪音,起到隔音屏障的作用。树带和隔离树等树木结构有各种吸收声音的方法。树木的深度、表面积和噪声吸收系数都有助于吸收噪声。因此,本研究旨在利用树木来解决交通噪声污染问题,特别是通过分析树叶的噪声吸收系数、树叶的表面积和树木的深度。不过,该研究强调需要三维树冠可视化来识别这些因素。为此,研究使用激光雷达点云为树冠的凸壳可视化提供精确数据。此外,结合交通噪声吸收模型和 Henk de Kluijver 交通噪声模型,提出了计算吸收后交通噪声的公式。研究还比较了树带和孤立树木在减少噪音污染方面的效果,得出的结论是,在树冠下面,噪音没有减少。最后,研究证明树叶的数量和大小会影响噪音吸收,表明在研究区域利用树木可将噪音污染降低 1 至 3 dB(A)。
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引用次数: 0
Apartment Rental Market in Border Cities of Poland and Ukraine 波兰和乌克兰边境城市的公寓租赁市场
Q3 Social Sciences Pub Date : 2024-03-28 DOI: 10.7494/geom.2024.18.2.97
M. Hełdak, Lesia Kucher
This article is a contribution to the research that addresses the levels of apartment rental costs in Poland and Ukraine. The city of Rzeszów in Poland and Lviv in Ukraine – voivodeship capital cities that are located about 100 km from the Polish-Ukrainian border – were selected for the analysis. The purpose of the research is to compare the rental costs of apartments and to determine the correlation between the average rental rate and location of an apartment in the city as well as its floor, area, and residential standard. The experimental part of the article presents research results based on analyzing more than 300 apartment rental offers in the Rzeszów and Lviv housing market at the turn of 2022–2023. The possibility of renting an apartment results from the financial capacity of potential tenants, which is unavailable to people with low incomes; hence, the study also analyzed market rental rates in the context of the minimum wage in Poland and Ukraine in 2022.
本文是对波兰和乌克兰公寓租金成本水平研究的贡献。分析选取了波兰的热舒夫市和乌克兰的利沃夫市(距离波乌边境约 100 公里的省会城市)。研究的目的是比较公寓的租金成本,并确定平均租金与公寓在城市中的位置及其楼层、面积和住宅标准之间的相关性。文章的实验部分介绍了对热舒夫和利沃夫住房市场在 2022-2023 年之交的 300 多份公寓租赁报价进行分析后得出的研究结果。租住公寓的可能性取决于潜在租户的经济能力,而低收入者则不具备这种能力;因此,本研究还分析了 2022 年波兰和乌克兰最低工资背景下的市场租金。
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引用次数: 0
Comparison of Statistical and Machine-Learning Model for Analyzing Landslide Susceptibility in Sumedang Area, Indonesia 用于分析印度尼西亚苏美当地区山体滑坡易发性的统计和机器学习模型比较
Q3 Social Sciences Pub Date : 2024-03-16 DOI: 10.7494/geom.2024.18.2.73
H. L. Fitriana, R. Ismanto, Jessica Stephanie Tulus, Atriyon Julzarika, Jalu Tejo Nugroho, J. Manalu
Landslides have produced several recurrent dangers, including losses of life and property, losses of agricultural land, erosion, population relocation, and others. Landslide mitigation is critical since population and economic expansion are rapidly followed by significant infrastructure development, increasing the risk of catastrophes. At an early stage in landslide-disaster mitigation, landslide-risk mapping must give critical information to help policies limit the potential for landslide damage. This study will utilize the comparative frequency ratio (FR) and random forest (RF) techniques; they will be utilized to properly investigate the distribution of flood vulnerability in the Sumedang area. This study has identified 12 criteria for developing a landslide-susceptibility model in the research region based on the features of past disasters in the research area. The FR and RF models scored 88 and 81% of the AUC value, respectively. Based on the McNemar test, the FR and RF models featured the same performance in determining the landslide-vulnerability level performances in Sumedang. They performed well in assessing landslides in the research region; therefore, they may be used as references in landslide prevention and references in future regional development plans by the stakeholders.
山体滑坡经常带来一些危险,包括生命和财产损失、农田损失、水土流失、人口迁移等。由于人口和经济迅速扩张,随之而来的是大量基础设施的发展,增加了灾难发生的风险,因此减缓山体滑坡至关重要。在滑坡灾害缓解的早期阶段,滑坡风险绘图必须提供关键信息,以帮助政策限制滑坡破坏的可能性。本研究将利用比较频率比(FR)和随机森林(RF)技术,对苏美塘地区的洪水脆弱性分布进行适当调查。本研究根据研究地区以往灾害的特点,确定了 12 项标准,用于开发研究地区的滑坡易损性模型。FR 模型和 RF 模型的 AUC 值分别为 88% 和 81%。根据 McNemar 检验,FR 和 RF 模型在确定 Sumedang 的滑坡易损性水平性能方面表现相同。它们在评估研究区域的滑坡方面表现良好,因此可作为滑坡预防的参考和利益相关者未来区域发展规划的参考。
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引用次数: 0
Sustainability Analysis of Domestic Raw Water Supply in Bandung City of Indonesia 印度尼西亚万隆市生活原水供应的可持续性分析
Q3 Social Sciences Pub Date : 2024-02-28 DOI: 10.7494/geom.2024.18.2.5
L. Mulyatna, C. Asdak, Budhi Gunawan, Y. M. Yustiani
The availability and sustainability of good quantities and qualities of water supplies for human needs and support development should be warranted; therefore, existing water resources should be managed sustainably. A multidisciplinary rapid appraisal method called multidimensional scaling (MDS) is an approach for a comprehensive analysis of the sustainability statuses of domestic water supplies. This study aims to analyze the index and sustainability status of raw water management from three dimensions of sustainability. The results that were obtained from a specific multidimensional scaling analysis method called Rapid Appraisal for Air Baku (Rapaku) are expressed in the form of indices and sustainability statuses. Based on different dimensions of the sustainability status review, the analysis results showed that Bandung’s domestic raw water was “less sustainable” (42.34%). Of the 35 attributes that were analyzed, there were 13 sensitive attributes that affected the index and sustainability status with a very small error at a 95% confidence level.
为满足人类需求和支持发展,应当保证水量和水质的充足性和可持续性;因此,应当对现有水资源进行可持续管理。多维标度(MDS)是一种多学科快速评估方法,可用于综合分析生活供水的可持续性状况。本研究旨在从可持续发展的三个维度分析原水管理的指数和可持续发展状况。通过一种名为 "巴库空气快速评估"(Rapaku)的特定多维尺度分析方法得出的结果以指数和可持续性状况的形式表示。根据可持续性状况审查的不同维度,分析结果显示万隆的生活原水 "可持续性较差"(42.34%)。在分析的 35 个属性中,有 13 个敏感属性对指数和可持续性状况产生了影响,在 95% 的置信度下误差很小。
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引用次数: 0
Estimation of Natural Uranium and Its Risk-Assessment in Groundwater of Bangalore Urban District of Karnataka, India 印度卡纳塔克邦班加罗尔城区地下水中天然铀的估算及其风险评估
Q3 Social Sciences Pub Date : 2024-02-23 DOI: 10.7494/geom.2024.18.2.21
Poojashri Ravindra Naik, Vinod Alurdoddi Rajashekara, Rajalakshmi Mudbidre
In this study, 56 groundwater samples were taken from diverse sources in Bangalore Urban district during the pre-monsoon and post-monsoon seasons to measure the uranium concentration and its correlation with different waterquality parameters. The uranium concentration varied from 0.94–98.79 µg/L during the pre-monsoon season and from 1.38–96.52 µg/L during the postmonsoon season. Except for a few readings, all were within the safe limit of 60 µg/L as prescribed by India’s Atomic Energy Regulatory Board (AERB), Department of Atomic Energy (DAE). Owing to its slightly higher concentration, a study on the radiological and chemical risks that are caused due to the ingestion of uranium was assessed. Based on the radiological aspect, cancer mortality and its risks were assessed, wherein all of the samples were well within the acceptable limit of 10−4; therefore, consuming these water samples was radiologically safe. However, when the risk that was caused by chemical toxicity was assessed, a few samples exceeded the hazard quotient (HQ) value of more than 1, thus illustrating that individuals were vulnerable to chemical risk. This paper features assessments of uranium and its risks to public health in groundwater samples if it exceeded the safe limit. Additionally, it recognizes the value of periodically assessing and treating the area’s drinking water sources.
本研究在季风前和季风后季节从班加罗尔城区不同来源采集了 56 个地下水样本,以测量铀浓度及其与不同水质参数的相关性。季风前和季风后季节的铀浓度分别为 0.94-98.79 微克/升和 1.38-96.52 微克/升。除少数读数外,其他读数均在印度原子能部原子能监管委员会(AERB)规定的 60 微克/升安全限值范围内。由于铀的浓度略高,因此对摄入铀造成的辐射和化学风险进行了评估。在辐射方面,对癌症死亡率及其风险进行了评估,所有样本的癌症死亡率都在 10-4 的可接受范围内;因此,食用这些水样在辐射方面是安全的。然而,在评估化学毒性造成的风险时,一些样本的危险商数 (HQ) 值超过了 1,这说明个人很容易受到化学风险的影响。本文主要对地下水样本中的铀及其对公众健康的风险(如果超过安全限值)进行评估。此外,本文还认识到定期评估和处理该地区饮用水源的价值。
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引用次数: 0
Infrastructure for 3D Modeling of Historical Fountains in Istanbul with GIS-Based Procedural Approach 利用基于 GIS 的程序方法对伊斯坦布尔历史喷泉进行 3D 建模的基础设施
Q3 Social Sciences Pub Date : 2024-02-21 DOI: 10.7494/geom.2024.18.2.51
Guclu Senyurdusev, A. O. Dogru
Along with the concepts of “smart city” and “digital twin,” the 3D (threedimensional) city models have started to be used as a basis for many studies that have been carried out in recent years. The most important and basic components of 3D city models are the structures that are located in the cities. However, some small structures of historical importance are within the category of the buildings in a city but are often not as large as a building. Historical fountains are some of these structures. For this reason, modeling with existing3D city model-production methods is a little more complicated and requires local measurements and detailed modeling studies.As a result, this study has designed a database scheme design in which the historical city wall fountains in Istanbul can be stored in a spatial database and modeled in three dimensions (with procedural modeling when necessary). In addition, the conveniences that this infrastructure will provide in the production of 3D structure models and some difficulties that were encountered during these studies are also discussed and examined.
随着 "智慧城市 "和 "数字孪生 "概念的提出,三维(三维)城市模型开始被用作近年来开展的许多研究的基础。三维城市模型最重要和最基本的组成部分是城市中的建筑。不过,一些具有重要历史意义的小型建筑也属于城市建筑的范畴,但其规模往往不及一栋建筑。历史喷泉就是其中之一。因此,本研究设计了一种数据库方案设计,可将伊斯坦布尔的历史城墙喷泉存储在空间数据库中,并进行三维建模(必要时进行程序建模)。此外,还讨论和研究了这一基础设施为制作三维结构模型提供的便利以及在这些研究中遇到的一些困难。
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引用次数: 0
Trend Analysis of Aerosol Concentrations over Last Two Decades from MODIS Retrievals over Hyderabad District of India 过去二十年印度海德拉巴地区上空中分辨率成像系统获取的气溶胶浓度趋势分析
Q3 Social Sciences Pub Date : 2024-01-31 DOI: 10.7494/geom.2024.18.1.83
Nandan A K, Aneesh Mathew, Padala Raja Shekar
Air pollution is one of the grave concerns of the modern era, claiming millions of lives and adversely impacting the economy. Aerosols have been observed to play a significant role in negatively influencing climatological variables and human health in given areas. The current study aimed to study the trend of aerosols and particulates on daily, monthly, seasonal, and annual levels using a 20-year (2002–2021) daily mean aerosol optical depth (AOD) product released by moderate resolution imaging spectrometer (MODIS) sensors for the Hyderabad district in India. The results of the daily mean analysis revealed a rising trend in the number of days with severe AOD (>1), whereas examinations of the seasonal and monthly mean data from 2017 through 2022 showed that peak AOD values alternated between the summer, autumn, and winter seasons over the years. Trend analysis using Mann–Kendall, modified Mann–Kendall, and innovative trend analysis (ITA) tests revealed that AOD increased significantly from 2002 through 2021 (p < 0.05; Z > 0). Furthermore, correlation analysis was performed to check for correlations between AOD levels and certain meteorological factors for the Charminar and Secunderabad regions; it was noticed that temperature had a weak positive correlation with AOD (p < 0.05; r = 0.283 [Secunderabad] – p < 0.05; r = 0.301 [Charminar]), whereas relative humidity developed a very weak negative correlation with AOD (p < 0.05; r = −0.079 [Secunderabad] – p < 0.05; r = −0.109 [Charminar]).
空气污染是现代人严重关切的问题之一,它夺走了数百万人的生命,并对经济产生了不利影响。据观察,气溶胶在对特定地区的气候变量和人类健康产生负面影响方面发挥着重要作用。本研究旨在利用中分辨率成像光谱仪(MODIS)传感器发布的印度海得拉巴地区 20 年(2002-2021 年)日均气溶胶光学深度(AOD)产品,研究气溶胶和颗粒物在日、月、季和年各级的趋势。日均值分析结果显示,气溶胶光学深度严重(>1)的天数呈上升趋势,而对 2017 年至 2022 年的季节和月均值数据的研究表明,气溶胶光学深度峰值在夏季、秋季和冬季交替出现。使用 Mann-Kendall、修正的 Mann-Kendall 和创新趋势分析(ITA)检验进行趋势分析后发现,从 2002 年到 2021 年,AOD 显著增加(p < 0.05;Z > 0)。此外,还进行了相关性分析,以检查查米纳尔和塞康德拉巴德地区的 AOD 水平与某些气象因素之间的相关性;结果发现,气温与 AOD 存在微弱的正相关性(p < 0.05; r = 0.283 [Secunderabad] - p < 0.05; r = 0.301 [Charminar]),而相对湿度与 AOD 呈极弱的负相关(p < 0.05; r = -0.079 [Secunderabad] - p < 0.05; r = -0.109 [Charminar])。
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引用次数: 0
Thermal Impact on Heavy Metal Bioavailability in Burnt Rocks of Waste Heap of Chervonohradska Coal-preparation Plant (Lviv Region, Ukraine) 热对 Chervonohradska 煤炭制备厂(乌克兰利沃夫州)废料堆烧焦岩石中重金属生物利用率的影响
Q3 Social Sciences Pub Date : 2024-01-29 DOI: 10.7494/geom.2024.18.1.117
I. Kochmar, V. Karabyn, K. Stepova, V. Stadnik, M. Sozanskyi
For effective waste management of mining industries is important to investigate their physical and mineralogical changes. For this purpose, X-raydiffraction (XRD), thermogravimetry (TG), derivative thermogravimetry (DTG), and differential thermal analysis (DTA) methods were used. Changes in the contents of mobile forms of heavy metals in rocks were investigated using an acetate-ammonium buffer solution with a pH of 4.8 after burning rocks at a temperature of 800–850°C. The obtained data indicated the significant role of the mineral composition in the thermal behavior of the rock samples and the subsequent influence of the thermal processes on the changes in the bioavailability of heavy metals.
为了对采矿业的废物进行有效管理,研究其物理和矿物学变化非常重要。为此,采用了 X 射线衍射 (XRD)、热重法 (TG)、导数热重法 (DTG) 和差热分析 (DTA) 等方法。使用 pH 值为 4.8 的醋酸铵缓冲溶液研究了在 800-850°C 温度下灼烧岩石后岩石中重金属移动形式含量的变化。获得的数据表明,矿物成分在岩石样本的热行为中起着重要作用,随后的热过程对重金属生物利用率的变化也产生了影响。
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引用次数: 0
GIS- and AHP-based Decision Systems for Evaluating Optimal Locations of Photovoltaic Power Plants: Case Study of Republic of North Macedonia 基于 GIS 和 AHP 的决策系统评估光伏电站的最佳位置:北马其顿共和国案例研究
Q3 Social Sciences Pub Date : 2024-01-19 DOI: 10.7494/geom.2024.18.1.51
Vancho Adjiski, D. Serafimovski
This study employs a geographic information system (GIS) and an analytical hierarchy process (AHP) to identify optimal locations for photovoltaic (PV) solar farms in the Republic of North Macedonia. It assesses land suitability using six criteria (solar irradiance, aspect, slope, distance from power lines, roads, and urban areas) and six constraints (urban settlements, agricultural zones, national parks, water bodies, steep slopes, elevations above 1500 m). A suitability map was created using a matrix of pairwise comparisons, and the weights for each criterion were calculated. The map was divided into four categories: highly suitable, suitable, less suitable, and unsuitable. The results showed that 11.6% of the study area was classified as being highly suitable, 40.1% as suitable, 3.6% as less suitable, and 0.8% as unsuitable. Additionally, restricted areas (comprised of national parks, residential and agricultural lands, elevations above 1500 m, and water surfaces with 1000 m buffer zones) accounted for 43.7% of the study area. Utilizing just 0.6% of highly suitable land for PV technology could generate approximately 2870 GWh annually, enough to meet the average electricity needs of the industrial sector across the eight administrative regions of R. N. Macedonia. The study offers a replicable GIS-based approach for solar energy planning, contributing to sustainable development and providing insights for integrating solar PV systems into the national energy strategy.
本研究采用地理信息系统 (GIS) 和层次分析法 (AHP) 来确定北马其顿共和国光伏 (PV) 太阳能发电场的最佳位置。它利用六项标准(太阳辐照度、地势、坡度、与输电线、道路和城市地区的距离)和六项限制(城市居民点、农业区、国家公园、水体、陡坡、海拔 1500 米以上)来评估土地的适宜性。利用配对比较矩阵绘制了适宜性地图,并计算了每项标准的权重。该地图分为四类:非常适合、适合、不太适合和不适合。结果显示,11.6% 的研究区域被划分为高度适宜区,40.1% 为适宜区,3.6% 为不太适宜区,0.8% 为不适宜区。此外,限制区(包括国家公园、住宅区和农田、海拔 1500 米以上的地区以及缓冲区为 1000 米的水面)占研究区域的 43.7%。仅利用 0.6% 的高适宜度土地来发展光伏技术,每年就能产生约 2870 千兆瓦时的电量,足以满足马其顿八个行政区工业部门的平均用电需求。这项研究为太阳能规划提供了一种可复制的基于地理信息系统的方法,有助于可持续发展,并为将太阳能光伏系统纳入国家能源战略提供了真知灼见。
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引用次数: 0
Support Vector Machine for Susceptibility Modeling of Dengue Fever in Kendari, Southeast Sulawesi 支持向量机用于苏拉威西岛东南部肯达里登革热的易感性建模
Q3 Social Sciences Pub Date : 2024-01-16 DOI: 10.7494/geom.2024.18.1.29
P. Widayani, Abhista Fawwaz Sahitya, Agatha Andriantari Saputri
Dengue fever (DF) is an infectious disease that is still a problem in Indonesia. The total death rate due to DF was 705 people in 2021; in 2022, this increased to 1183 (Indonesian Ministry of Health, 2023). Seeing this fact, prevention efforts are still needed when handling DF cases in all of the regions of Indonesia. This research was conducted in the Kendari area of Southeast Sulawesi, where there are still cases of DF. The purpose of this study was to create a spatial model of dengue susceptibility using a support vector machine. Landsat 8 imagery was used to intercept data on building density, vegetation density, land use, and land surface temperatures. Rainfall and humidity variables were obtained from the Meteorological, Climatological, and Geophysical Agency (BMKG). Based on the modeling results, the districts of Wua-wua, Kadia, Barunga, Poasi, and Puuwatu are areas with high susceptibility. The results of testing the susceptibility model to dengue hemorrhagic fever (DHF) in Kendari obtained an area under the curve (AUC) of 0.75, meaning that this model was well-accepted.
登革热(DF)是一种传染病,在印度尼西亚仍是一个问题。2021 年,因登革热死亡的总人数为 705 人;2022 年,这一数字增至 1183 人(印度尼西亚卫生部,2023 年)。有鉴于此,印尼各地区在处理 DF 病例时仍需开展预防工作。本研究在仍有 DF 病例的东南苏拉威西岛肯达里地区进行。本研究的目的是利用支持向量机创建登革热易感性空间模型。使用 Landsat 8 图像截取了有关建筑密度、植被密度、土地利用和地表温度的数据。降雨量和湿度变量来自气象、气候和地球物理局(BMKG)。根据建模结果,Wua-wua、Kadia、Barunga、Poasi 和 Puuwatu 地区为高易感地区。肯达里登革出血热(DHF)易感性模型的测试结果显示,曲线下面积(AUC)为 0.75,这意味着该模型的接受度很高。
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引用次数: 0
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Geomatics and Environmental Engineering
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