Combining GIS and machine learning for enhanced tsunami risk management: A review of current approaches and unexplored future potential by Tahri Ayoub, Beroho Mohamed, Tichli Soufiane, El Talibi Hajar, El Moussaoui Said, Aboumaria Khadija

“…This review article aims to discuss the current status and future potential of Geographic Information Systems (GIS) in map-based technology of tsunami risk management, especially in seismically active, well-known tsunami regions of the world. …”
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GEO RELIGION: MAPPING PESANTREN AS TAFAQQUH FI AL-DIN USING BUFFERING & NEAREST NEIGHBOR ANALYSIS METHOD (CASE STUDY: TASIKMALAYA REGENCY) by Ai Sulastri, Cindy Dwi Putri Setiady, Lia Berliana, Rahman Firmansyah, Syaefunnisa Syaefunnisa, Rindu Fajar Islamy

“…This research has two main objectives: to map the locations of pesantren (Islamic boarding schools) in Tasikmalaya City using Geographic Information Systems (GIS) and to analyze their distribution patterns. …”
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Computer 3D Scene Simulation of Ecological Landscape Layout Planning by Tong Ling, Yun Ma

“…Virtual reality, virtual plants and geographic information systems, and other technologies are used. …”
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Human behaviour and GIS by Mario Boffi, Matteo Colleoni

“…The paper explores cutting-edge issues concerning methods and tools for data collection on pedestrian mobility by GPS, integrated with activity data, for the transformation of track-points into relevant time-space indicators as well as analysis of-mobility pattern inside a GIS (Geographical Information System) environment. Thematic mapping and density models will be proposed as relevant methods for visualising human behaviour in the urban space. …”
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Tourist Circuits Map Mechanism for Developing Mountain Tourism: An Applied Study of the Sefrou Province by Chami Jaouad, Elbachiri Zouhir, En-Nejymy Mohamed, Achkir Hadou, El Khalki Yahya, El Azzioui Said

“…Scientific studies confirm the effectiveness of utilizing Geographic Information Systems (GIS) in planning and developing mountain tourism, specifically through the creation of precise tourist maps that facilitate the exploration of these sites for visitors. …”
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Integration of Bayesian Networks with GIS for Dynamic Avalanche Hazard Assessment: NSDI Perspective by Ipek Yilmaz, Derya Ozturk

“…In the proposed methodology, the integration of the Bayesian Networks and Geographical Information Systems (GIS) is modeled in the National Spatial Data Infrastructure (NSDI) perspective. …”
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Analysis of Land Use/Land Cover Changes Using Remote Sensing Data and GIS at an Urban Area, Tirupati, India by Praveen Kumar Mallupattu, Jayarama Reddy Sreenivasula Reddy

“…Land use/land cover (LU/LC) changes were determined in an urban area, Tirupati, from 1976 to 2003 by using Geographical Information Systems (GISs) and remote sensing technology. …”
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GIS-Driven mineral exploration: Enhancing geological insight through aeromagnetic integration by Benyas Kawtar, Idrissi Assia, Qarbous Abdelmounim, Sassioui Slimane, Aarab Abdellatif, Lakhloufi Abdellah, Aitali Rajaa

“…This study combines spatial analysis with aeromagnetic geophysical prospecting methods, using Geographic Information Systems (GIS), which are effective for integrating spatio-temporal data and organizing research phases. …”
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Fuzzy Logic for Incidence Geometry by Alex Tserkovny

“…Unfortunately, up to date, geographic information systems (GIS) miss the capability of geometric reasoning with extended objects. …”
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Study on GIS Visualization in Evaluation of the Human Living Environment in Shenyang-Dalian Urban Agglomeration by Kang Hou, Jieting Zhou, Xuxiang Li, Shengbin Ge

“…Based on the carrying capacity of resources, natural and socioeconomic environmental factors and regional changes of human living environmental evaluation are analyzed with the application of geographic information systems (GIS) software. By using principal component analysis (PCA) model and natural breaks classification (NBC) method, the evaluation results are divided into five categories. …”
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Alternative locations feasibility for development of final disposal site (TPA) in Semarang Regency by Anggraini Pratamanintyas, Nur Fadilah Hasna, Astuti Kristiana Dwi, Yesiana Reny, Septiarani Bintang

“…This study uses Geographic Information Systems with buffering and overlay analysis techniques to determine the feasibility of final disposal site in Semarang Regency. …”
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The Role of Wind Dynamics in Sand Mobility in the Tafilalet Oasis (Southeast Morocco) by El Jabbouri Abdelaadim, Lasgaa Hicham, Sbai Abdelkader, Mouadili Omar

“…The methodology is based on an analytical approach, tracking the evolution of various sand accumulation dynamics over a 12-year period using remote sensing techniques, geographic information systems (GIS), and field data. The results reveal notable differences in the mobility of specific dune forms. …”
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Innovative capacity building strategies for sustainable disaster risk management: A systematic review, conceptual framework, and future research directions by Saputra Nika, Ekha Putera Roni, Zetra Aidinil, Azwar

“…Findings show that advancements in machine learning, Geographic Information Systems (GIS), and Information and Communication Technologies (ICT) significantly enhance DRM, particularly in risk assessment, early warning systems, and disaster response. …”
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Indicators for measuring urban environmental equity: A Scoping Review by Soledad Camacho Lorenzo, Yolanda Pérez Albert, Joan Alberich González

“…Applying indicators by using Geographic Information Systems (GIS) and statistical tools can be a valid option for fulfilling this aim, since it allows for territorial patterns in disparities to be exposed. …”
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Flood risk assessment using Neutrosophic Analytical Hierarchy Process (N-AHP) and GIS techniques in the Melet Basin (Türkiye) by Murat Fıçıcı

“…Today, knowing the spatial distribution of flood risk using GIS (Geographic Information Systems)-based MCDM (Multi-Criteria Decision Making) approaches has been a topic addressed by many researchers. …”
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Geospatial and econometric approaches or older driver safety: Analysis of crash injury severity of regional highways. by Daiquan Xiao, Dajie Zuo, Xuecai Xu, Quan Yuan

“…To reach the goal, a spatial analysis was proposed employing geographic information systems (GIS) with a case study application to two counties in Nevada. …”
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The Analysis of Diffusion and Priorities of ICT Centers in Rural Areas of Zabol by Gharib Fazelniya, Akbar Kiani, Ali Esmailzadeh

“…For this purpose, the TOPSIS and Geographical Information System (GIS) methods are used in this thesis to select the supreme village in which each rural center is studied due to the following factors: the distance from Zabol, bank, postal, communication services, and information technologies. …”
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Disaster Management and Identification of Safe and Hazardous Landslide Zones in Rural Areas of Sarwabad County by vahid riahi

“…This research is methodologically analytical and essentially functional, and, by using geographical information system (GIS) and the analytical hierarchical process (AHP), the researchers analyzed the data and the layers and provided the ultimate version of combined hazard maps and also overlaying maps for the purpose of factorial assessment. …”
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THE SANDY HILL LANDSCAPE (CORRIENTES, ARGENTINA) FROM LATE PLEISTOCENE TO THE PRESENT by Félix Ignacio Contreras, Silvina Andrea Contreras, Cecilia Romina Méndez, Mariana Noemí Baruzzo, Elsie Araseli Ojeda, Ivana Evelin Kovalsky

“…The results were obtained due to the comparisons between the environmental reconstructions of the paleontological studies and the current situation of the region, besides the application of spatial analysis with geographic information systems and the knowledge of their shallow lakes distribution, since they constitute the main natural element of the landscape. …”
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