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Harnessing ML and GIS for Seismic Vulnerability Assessment and Risk Prioritization 利用 ML 和 GIS 进行地震脆弱性评估和风险优先排序
Pub Date : 2024-05-15 DOI: 10.32604/rig.2024.051788
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引用次数: 0
Lineament Mapping in Batie Area (West-Cameroon) Using Landsat-9 Operational Land Imager/Thermal Infrared Sensor and Shuttle Radar Topography Mission Data: Hydrogeological Implication 利用 Landsat-9 实用陆地成像仪/热红外传感器和航天飞机雷达地形图任务数据绘制巴蒂地区(西喀麦隆)的地形图:水文地质意义
Pub Date : 2024-05-15 DOI: 10.32604/rig.2024.049966
Jean Aimé Mono, Apollinaire Bouba, J. D. Ngoh, Olivier Ulrich Igor Owono Amougou, Françoise Martine Enyegue A Nyam, Théophile Ndougsa Mbarga
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引用次数: 0
Assessment of Particle Matter Pollution during Post-Earthquake Debris Removal in Adiyaman City 阿迪亚曼市震后废墟清理过程中的微粒物质污染评估
Pub Date : 2024-03-29 DOI: 10.32604/rig.2024.047908
Ercan Vural
Severe earthquakes in the world and in Turkey can cause great loss of life and property, environmental problems and health problems. In addition to the loss of life and property, earthquakes are closely related to ecosystems, air, water, and soil pollution. Particularly in post-earthquake debris removal, very large amounts of particulate matter are released and may have negative effects on the health of the local population. This study aimed to detect two types of particle matter pollution during debris removal in 25 different locations in Adiyaman City using a CEM DT 9880 particle matter measuring device in May and August 2023. PM2.5 and PM10 measurements, which have a significant impact on human health, were conducted in the field. The obtained data were analyzed using the Inverse Distance Weighting (IDW) method in ArcGIS 10.7 software. Results showed that the highest particle matter pollution was identified in neighborhoods with extensive demolition. The highest PM2.5 pollution values were recorded in Barbaros Hayrettin, Hoca Omer, Yesilyurt, and Varlik neighborhoods, while the lowest was observed in Altinsehir and Yunus Emre neighborhoods with minimal demolition. As for PM10 pollution, the highest levels were observed in Alitasi, Barbaros Hayrettin, Sumerevler, and Hoca Omer neighborhoods, while the lowest was detected in Yunus Emre and Yesilyurt neighborhoods. Green areas and their surroundings in the field exhibited lower levels of PM pollution compared to other areas.
世界上和土耳其的严重地震会造成巨大的生命和财产损失、环境问题和健康问题。除了生命和财产损失,地震还与生态系统、空气、水和土壤污染密切相关。特别是在地震后的废墟清理过程中,会释放出大量的微粒物质,可能会对当地居民的健康造成负面影响。本研究的目的是在 2023 年 5 月和 8 月使用 CEM DT 9880 颗粒物测量仪检测阿迪亚曼市 25 个不同地点在废墟清理过程中的两种颗粒物污染。实地测量了对人体健康有重大影响的 PM2.5 和 PM10。获得的数据使用 ArcGIS 10.7 软件中的反距离加权法(IDW)进行分析。结果表明,大面积拆迁的街区颗粒物污染最高。Barbaros Hayrettin、Hoca Omer、Yesilyurt 和 Varlik 居民区的 PM2.5 污染值最高,而拆迁量最小的 Altinsehir 和 Yunus Emre 居民区的 PM2.5 污染值最低。在 PM10 污染方面,Alitasi、Barbaros Hayrettin、Sumerevler 和 Hoca Omer 居民区的污染水平最高,而 Yunus Emre 和 Yesilyurt 居民区的污染水平最低。与其他地区相比,绿地及其周边地区的可吸入颗粒物污染水平较低。
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引用次数: 0
Influence des paramètres hydro-morphométriques sur l’écoulement des eaux des sous-bassins versants de la Tshopo, République démocratique du Congo 水文形态计量参数对刚果民主共和国 Tshopo 小流域水流的影响
Pub Date : 2023-12-27 DOI: 10.32604/rig.2023.044124
Faidance Mashauri, M. Mbuluyo, Nsalambi Nkongolo
Les paramètres hydro-morphométriques les plus caractéristiques qui contrôlent l’écoulement des eaux du bassin versant de la Tshopo n’ont pas encore été déterminés. L’analyse de corrélation, la régression linéaire multiple et la classification ascendante hiérarchique ont été appliquées à l’ensemble des données afin d’identifier les variables les plus caractéristiques qui influencent considérablement la vitesse d’écoulement des eaux et regrouper les sous-bassins versants semblables physiquement. Les résultats obtenus mettent en évidence l'importance de la topographie sur l'écoulement des eaux. Trois variables topographiques, à savoir l'altitude médiane (H50), le dénivelé global (Dg) et le dénivelé spécifique (Ds), ont une influence significative (p-value ≤ 0,05) sur la vitesse d'écoulement (Ve) des eaux de surface dans les sous-bassins versants de la Tshopo. Deux groupes (G1 et G2) opposés des sous-bassins versants ont été identifiés, d’un côté les sous-bassins versants appartenant au cours supérieur et moyen de la Tshopo (SBV1, SBV2, SBV3 et SBV5) et de l’autre les sous-bassins versants du cours inférieur (SBV6, SBV7 et SBV8). Le premier groupe est caractérisé par un relief modéré (Ds, de l’ordre de 53,19 à 73,6 m) alors que pour le second groupe, le relief est faible (Ds comprise entre 18,1 à 29,43 m).
目前尚未确定控制 Tshopo 流域水流的最具特征的水文形态参数。我们对所有数据进行了相关分析、多元线性回归和分层升序分类,以确定对水流速度有显著影响的最具特征的变量,并将物理上相似的子流域归为一类。结果凸显了地形对水流的重要性。三个地形变量,即中位海拔(H50)、总体坡度(Dg)和特定坡度(Ds),对 Tshopo 子流域的地表水流速度(Ve)有显著影响(p 值小于 0.05)。确定了两组对立的子流域(G1 和 G2),一组是属于 Tshopo 河中上游的子流域(SBV1、SBV2、SBV3 和 SBV5),另一组是下游的子流域(SBV6、SBV7 和 SBV8)。第一组的特点是中等地势(Ds,从 53.19 米到 73.6 米不等),而第二组的特点是低地势(Ds,从 18.1 米到 29.43 米不等)。
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引用次数: 0
L’impact du Terrassement des Versants sur L’érosion Dans le Pourtour Occidental du Plateau du Jord Tannourine-Aaqoura (Liban) 边坡土方工程对约旦河坦努林-阿古拉高原西缘(黎巴嫩)侵蚀的影响
Pub Date : 2023-12-27 DOI: 10.32604/rig.2023.043180
Hussein El Hage Hassan, Laurence Charbel, Ninon Blond
Le pourtour occidental du plateau du Jord Tannourine-Aaqoura (Liban) est une région montagnarde méditerranéenne qui réunit les conditions de l’érosion hydrique : pluie abondante, pente raide, couvert végétal naturel ravagé et sol sensible à la dégradation. Cependant les terrasses agricoles aménagées depuis des décennies demeurent une pratique robuste pour limiter le ruissellement et élargir la surface agricole utile. Afin d’évaluer l’érosion aréolaire et le rôle des pratiques antiérosives, la méthodologie adoptée repose sur l’équation universelle de l’USLE révisée (RUSLE). La combinaison de paramètres du modèle, dans un SIG, a permis de définir que l’érosion hydrique peut dépasser les 51 t/ha/an essentiellement dans les secteurs marqués par l’absence des terrasses agricoles, et dépourvus d’un couvert végétal dense. Alors que les versants modelés en terrasses ne subissent que des pertes inférieures à 16 t/ha/an. La validation est faite par l’implantation d’un réseau de tiges métalliques. Face à ce risque de dégradation, il semble indispensable de conseiller des techniques agricoles protectrices.
Jord Tannourine-Aaqoura 高原(黎巴嫩)的西部是一个地中海山区,这里集水土流失的各种条件于一身:降雨量丰富、山坡陡峭、自然植被遭到破坏、土壤容易退化。然而,几十年来修建的农业梯田仍然是限制径流和扩大有用农业面积的有效做法。为了评估面积侵蚀和防侵蚀措施的作用,采用的方法是基于修订的通用 USLE(RUSLE)方程。通过将模型参数与地理信息系统相结合,可以确定水蚀量可能超过 51 吨/公顷/年,主要发生在没有农业梯田和植被茂密的地区。另一方面,梯田斜坡的水土流失量低于 16 吨/公顷/年。通过安装金属棒网络进行验证。面对这种退化风险,似乎有必要推荐保护性耕作技术。
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引用次数: 0
Use of Geographic Information System and Digital Elevation Model to Analyze the Hydro-Morphometric Characteristics of the Tshopo River Sub-Catchments, Democratic Republic of Congo 利用地理信息系统和数字高程模型分析刚果民主共和国 Tshopo 河子流域的水文地貌特征
Pub Date : 2023-12-27 DOI: 10.32604/rig.2023.044899
Faidance Mashauri, Mokili Mbuluyo, N. Nkongolo
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引用次数: 0
Inversion of Water Quality TN-TP Values Based on Hyperspectral Features and Model Validation 基于高光谱特征的水质 TN-TP 值反演及模型验证
Pub Date : 2023-12-20 DOI: 10.32604/rig.2023.046014
Yaping Luo, Na Guo, Dong Liu, Shuming Peng, Xinchen Wang, Jie Wu
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引用次数: 0
Geometric Morphometrics Applied to Cartography 应用于地图学的几何形态计量学
Pub Date : 2023-12-12 DOI: 10.32604/rig.2023.045458
Frédéric Roulier
The morphological differences between two geographical maps can be highlighted by a polycentric distance cartogram resulting from a bidimensional regression. Beyond the communicational interest of the transformations thus produced, the method makes it possible to reveal the differences in structure and therefore constitutes a real research tool. However, bidimensional regression can only compare the shape of two maps. Since the 1990s, geometric morphometrics has revolutionized the morphological analysis of natural structures (and others). It has since been applied in many fields of research but not in cartography. This article describes the theoretical and methodological bases of a method combining bidimensional regression with a geometric morphometrics approach to compare the shape of several geographical maps. Geometric morphometrics and bidimensional regression indeed share common approaches of the statistical shape analysis like homologous landmarks and interpolation grids. However, there is no software in geometric morphometrics capable of directly reading geographical data, which would facilitate the work of cartographers accustomed to GIS software. That is why we present MapMorphy, a tool specifically developed for this task. An example on ancient maps illustrates the method.
通过二维回归得出的多中心距离制图可以突出显示两幅地理图之间的形态差异。除了由此产生的变换所具有的交流意义之外,这种方法还能揭示结构上的差异,因此是一种真正的研究工具。不过,二维回归只能比较两幅地图的形状。自 20 世纪 90 年代以来,几何形态计量学彻底改变了对自然结构(和其他结构)的形态分析。此后,它被应用于许多研究领域,但尚未应用于制图学。本文介绍了一种将二维回归与几何形态计量学相结合的方法的理论和方法论基础,该方法用于比较几幅地理地图的形状。几何形态计量学和二维回归的确共享统计形状分析的共同方法,如同源地标和插值网格。然而,几何形态计量学中还没有一款软件能够直接读取地理数据,从而为习惯于使用地理信息系统软件的制图师的工作提供便利。因此,我们推出了专门为此任务开发的工具 MapMorphy。古地图上的一个例子说明了这一方法。
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引用次数: 0
An Overview of Modern Cartographic Trends Aligned with the ICA’s Perspective 与国际制图协会的观点一致的现代制图趋势概述
Pub Date : 2023-09-30 DOI: 10.32604/rig.2023.043399
Maan Habib, Maan Okayli
This study provides a comprehensive overview of modern cartography innovations and emerging trends, highlighting the importance of geospatial representation in various fields. It discusses recent advancements in geospatial data collection techniques, including satellite and aerial imagery, Light Detection and Ranging (LiDAR) technology, and crowdsourcing. The research also investigates the integration of big data, machine learning, and real-time processing in Geographic Information Systems (GIS), as well as advances in geospatial visualization. In addition, it examines the role of cartography in addressing global challenges such as climate change, disaster management, and urban planning in line with the International Cartographic Association’s (ICA) perspectives. The study discusses the ethical considerations and challenges associated with modern cartography, including privacy, data security, and accessibility issues. Finally, it outlines future directions and opportunities in cartography, focusing on the potential applications of artificial intelligence, interdisciplinary collaborations, and open-source platforms. This discussion aims to emphasize the significance of continued research and development in cartography and encourage interdisciplinary collaboration for a better understanding of the world.
本研究全面概述了现代地图学的创新和新兴趋势,强调了地理空间表征在各个领域的重要性。它讨论了地理空间数据收集技术的最新进展,包括卫星和航空图像、光探测和测距(激光雷达)技术以及众包。该研究还探讨了地理信息系统(GIS)中大数据、机器学习和实时处理的集成,以及地理空间可视化的进展。此外,它还根据国际制图协会(ICA)的观点,探讨了制图学在应对气候变化、灾害管理和城市规划等全球挑战方面的作用。该研究讨论了与现代制图相关的伦理考虑和挑战,包括隐私、数据安全和可访问性问题。最后,它概述了制图学的未来方向和机会,重点关注人工智能、跨学科合作和开源平台的潜在应用。本次讨论旨在强调地图学持续研究和发展的重要性,并鼓励跨学科合作,以更好地了解世界。
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Revue Internationale de Géomatique
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