Handbook of Spatial Analysis in the Social Sciences

Contents:

Introduction: Spatial analysis and the social sciences in a rapidly changing landscape xi
Sergio J. Rey and Rachel S. Franklin

PART 1 THEORY, FRAMEWORKS AND FOUNDATIONS
1 GIScience through the looking glass 2
Barbara P. Buttenfield
2 Locating spatial data in the social sciences 16
Jonathan Reades
3 Analytical environments 36
Roger Bivand
4 Complexity 64
Li An
5 Linking spatial patterns to processes 85
Colin Robertson and Jed Long

PART 2 METHODS
6 Spatial econometrics 101
Luc Anselin
7 Local modeling in a regression framework 123
Mehak Sachdeva, Taylor Oshan and A. Stewart Fotheringham
8 Simulating geographical systems using cellular automata and agent-based models 142
Alison Heppenstall, Andrew Crooks, Ed Manley and Nick Malleson
9 Microsimulation 158
Nik Lomax
10 Multilevel models 173
Richard Harris
11 Context-dependent movement analysis 187
Somayeh Dodge
12 Spatial interaction modeling 208
Taylor Oshan
13 Spatial optimization 223
Alan T. Murray
14 Cluster identification 245
Edward Helderop and Tony H. Grubesic
15 Spatial point patterns 262
Stuart Sweeney and Sophia Arabadjis
16 Spatial dynamics 277
Wei Kang
17 GeoAI in social science 291
Wenwen Li
18 Exploratory spatial data analysis 305
Ran Wei
19 Geovisualization and geovisual analysis 322
Alasdair Rae
20 Immersive virtual reality and spatial analysis 336
Trevor M. Harris
21 Spatiotemporal data mining 352
Arun Sharma, Zhe Jiang and Shashi Shekhar

PART 3 APPLICATIONS
22 Neighborhood change 370
Elizabeth Delmelle
23 The spatial analysis of gentrification: Formalizing geography in models of a
multidimensional urban process 384
Elijah Knaap
24 Social networks in space 400
Clio Andris and Dipto Sarkar
25 Analysing the dynamics of inter-regional inequality: The case of Canada 416
Sebastien Breau
26 Spatial approaches to energy poverty 434
Caitlin Robinson
27 The shape of bias: Understanding the relationship between compactness and
bias in U.S. elections 451
Levi John Wolf
28 Space and New Urbanism 470
Emily Talen
29 Space for wellbeing 481
Victoria Houlden
30 Urban analytics: History, trajectory and critique 503
Geoff Boeing, Michael Batty, Shan Jiang and Lisa Schweitzer

PART 4 EMERGING CHALLENGES AND ISSUES
31 Reproducibility and replicability in spatial science 518
Michael F. Goodchild
32 An image library: The potential of imagery in (quantitative) social sciences 528
Daniel Arribas-Bel, Francisco Rowe, Meixu Chen and Sam Comber
33 Uncertainty 544
David C. Folch

Index 559

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• Métodos de pesquisa: geral
• Sistemas de informação geográfica (GIS) e observação remota
• Análise de dados : geral

Spatial analysis; data science; urban analytics; social sciences; quantitative methods