Description |
1 online resource (x, 381 pages) |
Contents |
From Representation to Geocomputation: Some Theoretical Accounts of Geographic Information Science -- On Holo-spatial Information System -- The Virtual Geographic Environments: More than the Digital Twin of the Physical Geographical Environments -- Big Remote Sensing Data as Curves -- GIScience from Viewpoint of Information Science -- Towards Place-Based GIS -- The Bottom-Up Approach and De-mapping Direction of GIS -- The Geography of Geography -- Classification and Description of Geographic Information: A Comprehensive Expression Framework -- On the Third Law of Geography -- Human Mobility and the Neighborhood Effect Averaging Problem (NEAP) -- How to Form and Answer the So What Question in GIScience -- Prospects on Causal Inferences in GIS -- Bayesian Methods for Geospatial Data Analysis -- GIS Software Product Development Challenges in the Era of Cloud Computing -- Spatial Thinking of Computational Intensity in the Era of CyberGIS -- GeoAI and the Future of Spatial Analytics -- Deep Learning of Big Geospatial Data: Challenges and Opportunities -- Towards Domain-Knowledge-Based Intelligent Geographical Modeling -- Mitigating Spatial Bias in Volunteered Geographic Information for Spatial Modeling and Prediction -- Dealing with Unstructured Geospatial Data -- Green Cartography and Energy-Aware Maps: Possible Research Opportunities -- Next Step in Vegetation Remote Sensing: Synergetic Retrievals of Canopy Structural and Leaf Biochemical Parameters -- LiDAR Remote Sensing of Forest Ecosystems: Applications and Prospects -- Dense Satellite Image Time Series Analysis: Opportunities, Challenges, and Future Directions -- Digital Earth: From Earth Observations to Analytical Solutions -- Spatial-Temporal Big Data Enables Social Governance -- Geo-computation for Humanities and Social Sciences -- Four Methodological Themes in Computational Spatial Social Science -- Geosocial Analytics -- Defining Computational Urban Science -- What Can We Learn from "Deviations" in Urban Science? -- Variants of Location-Allocation Problems for Public Service Planning -- Smart, Sustainable, and Resilient Transportation System -- The "Here and Now" of HD Mapping for Connected Autonomous Driving -- Modelling Teleconnections in Land Use Change -- Progresses and Challenges of Crime Geography and Crime Analysis -- GIS Empowered Urban Crime Research -- GIS in Building Public Health Infrastructure -- Challenging Issues in Applying GIS to Environmental Geochemistry and Health Studies |
Summary |
"This book is a collection of seminal position essays by leading researchers on new development in Geographic Information Sciences (GIScience), covering a wide range of topics and representing a variety of perspectives. The authors propose enrichments and extensions to the conceptual framework of GIScience; discuss a series of transformational methodologies and technologies for analysis and modeling; elaborate on key issues in innovative approaches to data acquisition and integration, across earth sensing to social sensing; and outline frontiers in application domains, spanning from natural science to humanities and social science, e.g., urban science, land use and planning, social governance, transportation, crime, and public health, just name a few. The book provides an overview of the strategic directions on GIScience research and development. It will benefit researchers and practitioners in the field who are seeking a high-level reference regarding those directions."-- Provided by publisher |
Bibliography |
Includes biubliographical references |
Subject |
Geographic information systems.
|
|
Artificial intelligence
|
|
Geographic information systems
|
|
Machine learning
|
Form |
Electronic book
|
Author |
Li, Bin (Professor of geography), editor.
|
|
Shi, Xun (Professor of geography), editor.
|
|
Zhu, A-Xing, editor
|
|
Wang, Cuizhen, editor
|
|
Lin, Hui, editor
|
ISBN |
9789811938160 |
|
9811938164 |
|