ISBN:
9783030719456
Language:
English
Pages:
1 Online-Ressource
Series Statement:
The urban book series
Parallel Title:
Erscheint auch als
DDC:
910.285
Keywords:
Smart cities
;
Geographic information systems
;
Electronic books
Abstract:
Intro -- Preface -- About This Book -- Contents -- Editor and Contributors -- 1 Analyzing the Role of Geospatial Technology in Smart City Development -- 1.1 Smart City Concept -- 1.1.1 Smart City Functioning -- 1.1.2 Challenges and Concerns of Smart City -- 1.2 Geospatial Technology -- 1.2.1 Types of Geospatial Technology -- 1.2.2 Open Data -- 1.2.3 Internet of Things -- 1.2.4 Artificial Intelligence (AI) -- 1.2.5 Cloud Computing -- 1.2.6 Wireless & -- Broadband -- 1.2.7 Big Data -- 1.2.8 Crowd Sourcing -- 1.2.9 Geospatial Intelligence (GEOINT) -- 1.3 Conclusion -- References -- Part I Urban Expansion and Infrastructure -- 2 The Dark Side of the Earth: Benchmarking Lighting Access for All Cities on Earth and the CityNet dataset -- 2.1 Introduction -- 2.2 The CityNet Dataset -- 2.2.1 Integrating Open-Source Remote Sensing Data Products on the Urban Environment -- 2.2.2 Constructing an Analysis Dataset -- 2.3 Problem Formulation -- 2.4 Results: Benchmarking City Lighting Profiles -- 2.4.1 Classes of Cities by Urban Form: The Scale and Spatial Profile Worldwide -- 2.4.2 Comparing Cities Worldwide by Relative Lighting Access Levels -- 2.5 Conclusion -- References -- 3 Object-Oriented Approach for Urbanization Growth by Using Remote Sensing and GIS Techniques: A Case Study in Hilla City, Babylon Governorate, Iraq -- 3.1 Introduction -- 3.1.1 Remote Sensing Sensors for Urban Growth -- 3.1.2 Methods and Approaches for Change Detection -- 3.1.3 Impact of Urbanization Expansion on Agricultural/Vegetation Area -- 3.2 Study Area and Dataset -- 3.3 Methodology -- 3.3.1 Pre-processing -- 3.3.2 Object-Oriented Classification -- 3.3.3 Change Detection of Image Classification -- 3.3.4 Predicting the Changes in Thematic Map Using Linear Regression -- 3.3.5 Accuracy Assessment -- 3.4 Results and Discussion -- 3.4.1 Accuracy Assessment of the Land Cover Maps.
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