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Spatial Data Analysis
In the preceding chapters, we have explained the GIS data models, data types, data entry and editing in the Geographic Information System. In...
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Spatial Entropy and Landscape Analysis
This is the first book on spatial entropy in the scientific literature. It links spatial entropy with landscape analysis, landscape diversity and...
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Wireless Spatial Analysis-Based Predictive Analysis and Environmental Data Optimisation Using Machine Learning Model
A significant quantity of sensor data has been used recently to construct a variety of Internet of Things (IoT)-based methods as well as...
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Citation network analysis of geostatistical and machine learning based spatial prediction
Spatial planning often requires a scientific understanding of the spatial variation of environmental variables. This is accomplished by spatial...
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Spatial Monte Carlo Simulation and Analysis of Climate Change Enhanced Fire and Projected Landscape-Scale Variation in Vegetation Heterogeneity
There is rising management concern regarding future increases in high-severity fire, conversion of conifer forests to shrublands and grasslands, and...
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Spatial federated learning approach for the sentiment analysis of stock news stored on blockchain
Sentiment analysis can be a useful tool in predicting stock market trends, as it allows us to gauge the overall sentiment towards a particular stock...
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An analysis of agglomeration structure for Bei**g, Tian**, and Hebei based on spatial-temporal big data
The Bei**g-Tian**-Hebei integration plan rose to the status of a national-level strategy in 2014. This paper provides a deep analysis of the...
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Direct and indirect determinants of COVID-19 outbreak in Australia: a spatial panel data analysis
An outbreak of Coronavirus Disease 2019 (COVID-19) was experienced all around the world. Identifying the spatial prevalence of this disease can lead...
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Assessment of the Influence of Spatial Scale and Type of Land Cover on Urban Landscape Pattern Analysis Using Landscape Metrics
Landscape metrics are widely used to measure the spatial pattern of landscapes. However, there are important gaps in their application. For instance,...
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Spatial pattern analysis on incidence of dengue hemorrhagic fever (DHF) in the Leuwigajah, West Java, Indonesia
Dengue Hemorrhagic Fever (DHF) is an infectious disease that is still an endless global concern. This study aims to determine the spatial pattern of...
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Spatial social network research: a bibliometric analysis
A restless and dynamic intellectual landscape has taken hold in the field of spatial social network studies, given the increasingly attention towards...
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Utilizing Spatial Multi-criteria Analysis to Determine Optimal Sites for Green Hydrogen Infrastructure Deployment
Green hydrogen has emerged as a promising solution to tackle the challenges of urban regional planning and energy resilience. The production and use...
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Visual Perception of Spatial Entropy and Landscape Analysis
The concept of “landscape diversity” does not fully coincide with that of “landscape entropy” and if a landscape is perceived as “diverse”, it does...
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Spatial-temporal Evolution Analysis on Land Use Multifunctionality in the China-Vietnam Border Area
Exploring the spatial and temporal evolution characteristics of the border land use multifunctionality (LUMF) provides insights for taking advantage...
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Path selection by topographic analysis: vector re-classification versus raster fuzzification as spatial multi-criteria using cost-path
This article explores two different methods, vector re-classification and raster fuzzification, for choosing the best railway routes between Shiraz...
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Landscape values of large-scale civic infrastructure from visitors’ spatial perception: a content analysis
Many studies have investigated the improvement and evaluation of urban landscape development. However, only a few have discussed how to implement and...
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Spatial analysis of the factors impacting on the spread of Covid-19 in the neighborhoods of Zanjan, Iran
This research aims to analyze the factors and distribution pattern of the covid-19 virus in the localities of Zanjan city, because the outbreak of...
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Analysis of the spatial spread of unplanned slum areas in Zagazig City, Egypt, using geographic information systems
The research dealt with the application of the spatial spread analysis of the slums housing areas in the city of Zagazig using geographic information...
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Spatial data analysis of Mahatma Gandhi national rural employment guarantee scheme and its influencing factors
As a part of the Mahatma Gandhi National Rural Employment Guarantee Act (MGNREGA) program in India, durable assets under various work categories are...
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Non-spatial Data Management
In previous units, you learned about GIS concepts, spatial data, data models and data structures. In a typical GIS, both spatial and non-spatial data...