<i>‘A thought-provoking volume, condensing pressing and interesting issues in contemporary spatial analysis into one compact package, and, indeed, offering so much more than agenda setting: a bird’s eye perspective on key challenges in spatial analysis, a conversation starter, and a manifesto that will appeal to students, researchers, and practitioners, alike.’</i>

- Rachel Franklin, Newcastle University, UK,

<i>‘This series of thought-provoking chapters offers a fresh perspective on core concepts and application areas in the evolving interdisciplinary field of spatial data science, situated in the context of the new era of big data and machine learning. An invaluable source of inspiration for anyone embarking on new research projects.’</i>

- Luc Anselin, University of Chicago, US,

<i>‘The editors have done a magnificent job of assembling insightful essays that present key themes in spatial analysis, such as scale, pattern, process and interaction, in ways that can be used to define many different geographies whilst enabling a synthesis of geospatial ideas to be established. This is important reading for everyone who has a concern for the application of geographical science to the grand challenges that manifest themselves spatially.’</i>

- Michael Batty, CASA, University College London, UK,

Elgar Research Agendas outline the future of research in a given area. Leading scholars are given the space to explore their subject in provocative ways, and map out the potential directions of travel. They are relevant but also visionary.



This Research Agenda explores the future of spatial analysis, and how the field informs and challenges the policy landscape. A wide range of contributors from different intellectual communities address the problem of causality in geographic analysis, arguing that diversity is crucial for the future success of the discipline.



Chapters define and explore specific concepts and practices within the field, for instance data science and geosimulation, providing perspectives on the current state of the art of these areas within geography, and how they will shift in the future. In the first section, contributors cover the fundamentals of the topic, as well as various ways to handle the ‘spatial variable’, including the concept of space, the scale of spatial patterns and what those patterns reveal. The book then analyses schools of practice, including geographical data science, causality, generative modelling and machine learning.



A Research Agenda for Spatial Analysis will prove an invaluable resource for spatial analysts and geographic information scientists interested in learning about the direction of future developments in the field. Additionally, scholars and students of human and urban geography and geographic research methods will benefit from this crucial overview of the topic.

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Contents: Introduction to A Research Agenda for Spatial Analysis 1 Richard Harris, Alison Heppenstall and Levi John Wolf PART I CONCEPTS IN SPATIAL ANALYSIS 1 Linking spatial pattern to process: an old challenge with new barriers 13 Trisalyn A. Nelson 2 Reconstructing the map 27 James Cheshire 3 Space: towards a global sense of place 39 Luke Bergmann and David O’Sullivan 4 How to solve the scale “problem” in spatial analytics 55 A. Stewart Fotheringham 5 Reproducible research, and research into reproducibility: review and prospects 67 Chris Brunsdon PART II COMMUNITIES OF PRACTICE IN SPATIAL ANALYSIS 6 Geographic data science: a manifesto 85 Daniel Arribas-Bel and Anita Graser 7 Causal, not casual, spatial data science 97 Gareth Griffith, Gwilym Owen and Meng Le Zhang 8 Generative modelling and geosimulation 113 Clémentine Cottineau 9 Progress on machine learning applications in geography 127 Stephen Law, Yao Shen and Chen Zhong 10 Earth observation 147 Michelle Stuhlmacher 11 Integrated science of movement: crossing the boundary between human mobility and animal movement research 159 Urška Demšar 12 Spatial interaction modelling: a manifesto 177 Francisco Rowe, Robin Lovelace and Adam Dennett 13 The neighbourhood: where Wilson, Schelling and Hägerstrand meet 197 Ana Petrović, Maarten van Ham and David Manley Conclusion: spatial analysis – the geographer’s art? 209 Richard Harris, Alison Heppenstall and Levi John Wolf
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Produktdetaljer

ISBN
9781035391219
Publisert
2025-11-11
Utgiver
Edward Elgar Publishing Ltd
Høyde
234 mm
Bredde
156 mm
Aldersnivå
P, UP, 06, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
252

Biografisk notat

Edited by Levi John Wolf, Associate Professor of Spatial Analysis, Richard Harris, Professor of Quantitative Social Geography, School of Geographical Sciences, University of Bristol and Alison Heppenstall, Professor of Geocomputation, School of Social and Political Sciences, University of Glasgow, UK