Exploration of Flood Prediction in Watersheds Based on the Fusion Analysis of Remote Sensing Big Data with Multiple Physical Fields by Minming Xu, Yun Ouyang

“…This paper introduces the application of remote sensing in flood control field, proposes the framework of basin flood prediction based on multiphysics field remote sensing big data fusion analysis, and designs each functional module of the system according to the object-oriented idea to realize the functions of data management, image processing, spatial analysis, and simulation output. The method can change the problems of cumbersome data processing and basic parameter rate determination in traditional hydrological methods and can find certain regularity through the connection between all related factors. …”
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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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Solving Spatial Optimization Problems via Lagrangian Relaxation and Automatic Gradient Computation by Zhen Lei, Ting L. Lei

“…Spatial optimization is an integral part of GIS and spatial analysis. It involves making various decisions in space, ranging from the location of public facilities to vehicle routing and political districting. …”
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Geospatial Analysis and Research on Social and Spatial Inequality of Compulsory Education: A Case Study of Hangzhou, China by Ge He, Qinshi Huang

“…In this paper, an improved Gaussian two-step floating catchment area model is developed taking into consideration the school district system, while the bivariate local spatial analysis method and geographically weighted regression model are employed to study the social and spatial differentiation of compulsory education accessibility and its capitalization effects in Hangzhou. …”
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Comprehensive dataset from high resolution UAV land cover mapping of diverse natural environments in Serbia by Bojana Ivošević, Nina Pajević, Sanja Brdar, Rana Waqar, Maryam Khan, João Valente

“…We used unmanned aerial vehicle (UAV) to capture images for a centimeter-level orthomosaics, facilitating advanced remote sensing and spatial analysis. Our method compares the efficacy and accuracy of object-based image analysis (OBIA) combined with random forest and convolutional neural networks (CNN) for land cover classification. …”
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From hinterland granary fort to frontier mountain fortress: Initiation, construction, and expansion of the Diaoyucheng Fortress, Hechuan, China, in the wars during 1125–1279 by Wen Huang, Jiang Feng

“…Based on historical documents and data from re-analysis of archaeological report and field survey, this study explores its initiation, construction and transition, to build a coherent narrative for its transformation from a hinterland transport hub during the Song-Jin War (1125–1234) to a frontier stronghold during the Song-Mongol War (1235–1279), which experiences the establishment of Zhuanban Granary in the 1130s, the construction of Xinyuguan Fort in the 1160s–1170s, the transformation into a refuge in 1240, and the expansion into the Diaoyucheng Fortress in 1243–1279. By combining spatial analysis with military history, this study discusses how the peninsular site, the “dustpan” form, and the fort cluster were formed under the influence of military strategies in different war periods and the topography in Sichuan. …”
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Research on the Protection of Battlefield Sites in the Taihang Mountain Area of Southern Hebei Province, China: A Case Study of She County by Feifei Zheng, Yuan Kuang, Yue Hu

“…Interdisciplinary theories and methods such as field investigation, architectural typology, and GIS spatial analysis are used to establish the protection roadmap and geographic information database for battlefield sites. …”
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Profile and Geospatial Analysis of Dog Bite Cases Attending the Antirabies Vaccine Outpatient Department at the Tertiary Level Hospital of Mumbai by Dinesh Asokan, Anjali Mall, Lalit Sankhe, Nagaraj Jaganathasamy, Geeta Pardeshi

“…Conclusion: The study highlights the predominance of dog bites among younger males and the severity of injuries. Spatial analysis identified specific hotspots, underscoring the need for targeted interventions. …”
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Wae Bobok Tourism Potential: Mapping a Destination in West Manggarai, East Nusa Tenggara by L. K. Herindiyah Kartika Yuni, I Wayan Kartimin

“…Mapping is carried out with a spatial analysis, which is an approach in geography to analyze and describe the geographical distribution of tourism data. …”
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Comparative Study of Visual Aesthetics of Urban Space in Golestan and Moradab Neighborhoods of Karaj by habib fasihi, mina heydari

“…Also, in Golestan neighborhood, the median figure is 6.43 and the first quartile figure is 4, while in Moradab neighborhood these figures are 1.78 and 1, respectively. Spatial analysis of the zoning map showed that in Golestan neighborhood, in terms of total indicators, there are no areas that are at the "very low" and "low" levels in terms of aesthetics, while in Mardab neighborhood, there are no areas at the "high" and "medium-high" levels. …”
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The effect of urban sprawl in emerging of transportation flows and urban air pollution in Tehran metropolitan region

“…For analysis of suburban spatial transportation have used Raw Data Intra-Urban and suburban Data in 1395 Year And for spatial analysis of air pollution (PM2.5 and PM10), have been used The raw data from sensing stations and Landsat satellite images (OLI) for three selected days in 1392, 1393, and 1395 as survey samples in the ArcGIS software. …”
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Analyzing Geospatial and Socioeconomic Disparities in Breast Cancer Screening Among Populations in the United States: Machine Learning Approach by Soheil Hashtarkhani, Yiwang Zhou, Fekede Asefa Kumsa, Shelley White-Means, David L Schwartz, Arash Shaban-Nejad

“…We developed a large-scale dataset of social determinants of health, comprising 13 variables for 72,337 census tracts. Spatial analysis employing Getis-Ord Gi statistics was used to identify clusters of high and low breast cancer screening rates. …”
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Geospatial analysis of end-stage renal disease among patients attending hemodialysis units in Alexandria, Egypt by Reham A. EL-Hofy, Safia I. Shehata, Azza F. Abou EL-Naga, Mohamed H. Bahnassy, Gihan I. Gewaifel, Nahla A. Gamaleldin

“…Geographic information system (GIS) analysis is particularly suitable for chronic kidney disease (CKD) and ESRD. Spatial analysis is an important tool for better decision-making and planning. …”
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Spatio-temporal patterns of the construction and development of urban open spaces in Macau from 1889–2020 by Jitai Li, Fan Lin, Yile Chen

“…Utilizing ArcGIS software for spatial analysis and historical mapping, the study calculates the proportion of urban built-up areas and open spaces across different historical periods, revealing a high initial proportion of open space that declined with economic modernization and urban density. …”
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Coastal Inlet Analysis by Image Color Intensity Variations: Implications for the Barrier Coast of Ukraine by Ilya V. Buynevich, Oleksiy V. Davydov, Duncan M. FitzGerald

“…Such approaches are important in areas with limited access, especially in regions of military conflict, such as along parts of the northern Black Sea coast, Ukraine. For rapid spatial analysis of remotely sensed or archival datasets, image color intensity (ICI) patterns are obtained using grayscale (GS) spectra and a wide range of filter options. …”
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Mitigation Strategy of Land Use Mix for Jobs-Housing Mismatch by Zhuangtian Liu, Shaohua Wu, Canying Zeng, Yunxiao Dang

“…It utilizes mobile signaling big data, geographically weighted regression, and spatial analysis to investigate the link between land mixed-use and this mismatch. …”
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First Report of the HEV Seroprevalence and the Risk Factor Assessment in the West Bank, Palestine, during the Period of 2015–2017 by Kamal Dumaidi, Alaa M. Abudamous, Rasmi Abu-Helu, Hanan Al-Jawabreh, Yazan Dumaidi, Amer Al-Jawabreh

“…Level of education was significantly inversely associated with HEV seropositivity (P=0.04). Purely spatial analysis did not detect any significant cluster related to the distribution of HEV-IgG cases; however, living in the southern West Bank is shown to be significantly associated with HEV. …”
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Identification and investigation of the area under cultivation in Lenjanat using Landsat 8 satellite images by Vahid Riahi, Parviz Zeaiean Firouzabadi, Farhad Azizpour, Parastoo Darouei

“…Investigation of land use and cropping pattern of this area indicate a high centralization of agricultural lands with high water requirements and industries on the proximity of Zayanderud River which necessitates the spatial analysis of land use in this area.…”
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Spatial association of socioeconomic and health service factors with antibiotic self-medication in Thailand by Worrayot Darasawang, Wongsa Laohasiriwong, Kittipong Sornlorm, Warangkana Sungsitthisawad, Roshan Kumar Mahato

“…Socioeconomic and health services factors were included in the spatial analysis. Moran’s I was performed to identify global autocorrelation with the significance level set at p=0.05 and spatial regression were applied to identify the factors associated with ASM, the proportion of which is predominant in the north-eastern, central and eastern regions with Phitsanulok Province reporting the highest proportion of Thailand’s 77 provinces. …”
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Analysis of SO2 Pollution Changes of Beijing-Tianjin-Hebei Region over China Based on OMI Observations from 2006 to 2017 by Zhifang Wang, Fengjie Zheng, Wenhao Zhang, Shutao Wang

“…Two ascending fluctuations in 2007 and 2011 appeared to be closely related to the economic stimulus of each five-year plan (FYP). The spatial analysis indicates an imbalanced spatial distribution pattern, with higher SO2 level in the southern BTH and lower in the northern. …”
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