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references.bib
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@Manual{R-gstat,
title = {gstat: Spatial and Spatio-Temporal
Geostatistical Modelling, Prediction and Simulation},
author = {Edzer Pebesma and Benedikt Graeler},
year = {2022},
note = {R package version 2.1-0},
url = {https://github.com/r-spatial/gstat/},
}
@Article{sf2018,
author = {Edzer Pebesma},
title = {{Simple Features for R: Standardized Support for
Spatial Vector Data}},
year = {2018},
journal = {{The R Journal}},
doi = {10.32614/RJ-2018-009},
url = {https://doi.org/10.32614/RJ-2018-009},
pages = {439--446},
volume = {10},
number = {1},
}
@Manual{R-spatialreg,
title = {spatialreg: Spatial Regression Analysis},
author = {Roger Bivand and Gianfranco Piras},
year = {2022},
note = {R package version 1.2-6},
url = {https://CRAN.R-project.org/package=spatialreg},
}
@Manual{R-spatstat,
title = {spatstat: Spatial Point Pattern Analysis,
Model-Fitting, Simulation, Tests},
author = {Adrian Baddeley and Rolf Turner and Ege Rubak},
year = {2022},
note = {R package version 3.0-2},
url = {http://spatstat.org/},
}
@Article{tmap2018,
title = {{tmap}: Thematic Maps in {R}},
author = {Martijn Tennekes},
journal = {Journal of Statistical Software},
year = {2018},
volume = {84},
number = {6},
pages = {1--39},
doi = {10.18637/jss.v084.i06},
}
@Manual{R-tmap,
title = {tmap: Thematic Maps},
author = {Martijn Tennekes},
year = {2022},
note = {R package version 3.3-3},
url = {https://github.com/r-tmap/tmap},
}
@Manual{R-mapview,
title = {mapview: Interactive Viewing of Spatial Data in
R},
author = {Tim Appelhans and Florian Detsch and Christoph
Reudenbach and Stefan Woellauer},
year = {2022},
note = {R package version 2.11.0},
url = {https://github.com/r-spatial/mapview},
}
@book{pebesma2023spatial,
title={Spatial data science: With applications in R},
author={Pebesma, Edzer and Bivand, Roger},
year={2023},
publisher={CRC Press}
}
@book{baddeley2015spatial,
title={Spatial point patterns: methodology and applications with R},
author={Baddeley, Adrian and Rubak, Ege and Turner, Rolf},
year={2015},
publisher={CRC press}
}
@Manual{R-spdep,
title = {spdep: Spatial Dependence: Weighting Schemes,
Statistics},
author = {Bivand, Roger},
year = {2022},
note = {https://github.com/r-spatial/spdep/},
}
@Manual{R-sf,
title = {sf: Simple Features for R},
author = {Edzer Pebesma},
year = {2022},
note = {R package version 1.0-9},
url = {https://CRAN.R-project.org/package=sf},
}
@Manual{R-stars,
title = {stars: Spatiotemporal Arrays, Raster and Vector
Data Cubes},
author = {Edzer Pebesma},
year = {2022},
note = {R package version 0.6-0},
url = {https://CRAN.R-project.org/package=stars},
}
@Manual{R-s2,
title = {s2: Spherical Geometry Operators Using the S2
Geometry Library},
author = {Dewey Dunnington and Edzer Pebesma and Ege
Rubak},
year = {2023},
note = {R package version 1.1.2},
url = {https://CRAN.R-project.org/package=s2},
}
@Manual{R-lwgeom,
title = {lwgeom: Bindings to Selected liblwgeom Functions
for Simple Features},
author = {Pebesma, Edzer},
year = {2023},
note = {R package version 0.2-11},
url = {https://github.com/r-spatial/lwgeom/},
}
@article{pebesma2004,
title = {Multivariable geostatistics in S: the gstat package},
author = {Pebesma, Edzer},
year = {2004},
month = {08},
date = {2004-08},
journal = {Computers & Geosciences},
pages = {683--691},
volume = {30},
number = {7},
doi = {10.1016/j.cageo.2004.03.012},
url = {http://dx.doi.org/10.1016/j.cageo.2004.03.012},
langid = {en}
}
@article{knuth84,
author = {Knuth, Donald E.},
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journal = {Comput. J.},
month = may,
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numpages = {15}
}
@book{lovelace2024,
title = {Geocomputation with R},
author = {Lovelace, Robin and Nowosad, Jakub and Muenchow, Jannes},
year = {2024},
month = {03},
date = {2024-01-23},
publisher = {Online},
doi = {10.1201/9780203730058},
url = {http://dx.doi.org/10.1201/9780203730058}
}
@book{lovelace2019,
title = {Geocomputation with R},
author = {Lovelace, Robin and Nowosad, Jakub and Muenchow, Jannes},
year = {2019},
month = {03},
date = {2019-03-22},
publisher = {Chapman and Hall/CRC},
doi = {10.1201/9780203730058},
url = {http://dx.doi.org/10.1201/9780203730058}
}
@book{comber2015,
title={An introduction to R for spatial analysis \& mapping},
author={Brunsdon, Chris and Comber, Lex},
year={2015},
publisher={Sage}
}
@book{bivand2013,
title = {Applied Spatial Data Analysis with R},
author = {Bivand, Roger S. and Pebesma, Edzer and {Gómez-Rubio}, Virgilio},
year = {2013},
date = {2013},
publisher = {Springer New York},
doi = {10.1007/978-1-4614-7618-4},
url = {http://dx.doi.org/10.1007/978-1-4614-7618-4}
}
@article{onnerfors2019eurostat,
title={Eurostat regional yearbook 2019 edition},
author={{\"O}nnerfors, {\AA}sa and Kotzeva, Mariana and Brandm{\"u}ller, Teod{\'o}ra and others},
year={2019},
publisher={Oficina de Publicaciones de la Uni{\'o}n Europea}
}
@article{tao2018,
title = {To travel or not to travel: {\textquoteleft}Weather{\textquoteright} is the question. Modelling the effect of local weather conditions on bus ridership},
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year = {2018},
month = {01},
date = {2018-01},
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langid = {en}
}
@article{rowe2020,
title = {Mapping the spatial patterns of internal migration in Europe},
author = {Rowe, Francisco and Patias, Nikos},
year = {2020},
month = {01},
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volume = {7},
number = {1},
doi = {10.1080/21681376.2020.1811139},
url = {http://dx.doi.org/10.1080/21681376.2020.1811139},
langid = {en}
}
@article{kwan2004geovisualization,
title={Geovisualization of human activity patterns using 3D GIS: a time-geographic approach},
author={Kwan, Mei-Po and Lee, Jiyeong},
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volume={27},
pages={721--744},
year={2004},
publisher={Oxford University Press New York}
}
@article{kong2018,
title = {Big Trajectory Data: A Survey of Applications and Services},
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year = {2018},
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volume = {6},
doi = {10.1109/access.2018.2873779},
url = {http://dx.doi.org/10.1109/ACCESS.2018.2873779}
}
@article{openshaw1981modifiable,
title={The modifiable areal unit problem},
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}
@article{loidl2016,
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volume = {2},
number = {3},
doi = {10.3390/safety2030017},
url = {http://dx.doi.org/10.3390/safety2030017},
langid = {en}
}
@article{fotheringham1991modifiable,
title={The modifiable areal unit problem in multivariate statistical analysis},
author={Fotheringham, A Stewart and Wong, David WS},
journal={Environment and planning A},
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number={7},
pages={1025--1044},
year={1991},
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}
@article{niedomysl2011,
title = {How Migration Motives Change over Migration Distance: Evidence on Variation across Socio-economic and Demographic Groups},
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url = {http://dx.doi.org/10.1080/00343401003614266},
langid = {en}
}
@article{stillwell2018,
title = {Spatial Aggregation Methods for Investigating the MAUP Effects in Migration Analysis},
author = {Stillwell, John and Daras, Konstantinos and Bell, Martin},
year = {2018},
month = {08},
date = {2018-08-13},
journal = {Applied Spatial Analysis and Policy},
pages = {693--711},
volume = {11},
number = {4},
doi = {10.1007/s12061-018-9274-6},
url = {http://dx.doi.org/10.1007/s12061-018-9274-6},
langid = {en}
}
@article{casado-díaz2017,
title = {An evolutionary approach to the delimitation of labour market areas: an empirical application for Chile},
author = {{Casado-Díaz}, {José Manuel} and {Martínez-Bernabéu}, Lucas and Rowe, Francisco},
year = {2017},
month = {02},
date = {2017-02-13},
journal = {Spatial Economic Analysis},
pages = {379--403},
volume = {12},
number = {4},
doi = {10.1080/17421772.2017.1273541},
url = {http://dx.doi.org/10.1080/17421772.2017.1273541},
langid = {en}
}
@article{arribas-bel2021,
title = {Building(s and) cities: Delineating urban areas with a machine learning algorithm},
author = {Arribas-Bel, Daniel and {Garcia-López}, {M.-À.} and Viladecans-Marsal, Elisabet},
year = {2021},
month = {09},
date = {2021-09},
journal = {Journal of Urban Economics},
pages = {103217},
volume = {125},
doi = {10.1016/j.jue.2019.103217},
url = {http://dx.doi.org/10.1016/j.jue.2019.103217},
langid = {en}
}
@article{singleton2013,
title = {The Past, Present, and Future of Geodemographic Research in the United States and United Kingdom},
author = {Singleton, Alexander D. and Spielman, Seth E.},
year = {2013},
month = {11},
date = {2013-11-27},
journal = {The Professional Geographer},
pages = {558--567},
volume = {66},
number = {4},
doi = {10.1080/00330124.2013.848764},
url = {http://dx.doi.org/10.1080/00330124.2013.848764},
langid = {en}
}
@inbook{patias2019,
title = {A Scalable Analytical Framework for Spatio-Temporal Analysis of Neighborhood Change: A Sequence Analysis Approach},
author = {Patias, Nikos and Rowe, Francisco and Cavazzi, Stefano},
year = {2019},
month = {04},
date = {2019-04-16},
publisher = {Springer International Publishing},
pages = {223--241},
doi = {10.1007/978-3-030-14745-7_13},
url = {http://dx.doi.org/10.1007/978-3-030-14745-7_13}
}
@article{wolf2020,
title = {Quantitative geography III: Future challenges and challenging futures},
author = {Wolf, Levi John and Fox, Sean and Harris, Rich and Johnston, Ron and Jones, Kelvyn and Manley, David and Tranos, Emmanouil and Wang, Wenfei Winnie},
year = {2020},
month = {05},
date = {2020-05-26},
journal = {Progress in Human Geography},
pages = {596--608},
volume = {45},
number = {3},
doi = {10.1177/0309132520924722},
url = {http://dx.doi.org/10.1177/0309132520924722},
langid = {en}
}
@book{wickham2023r,
title={R for data science},
author={Wickham, Hadley and {\c{C}}etinkaya-Rundel, Mine and Grolemund, Garrett},
year={2023},
publisher={" O'Reilly Media, Inc."}
}
@article{robinson1950ecological,
title={Ecological correlations and individual behavior},
author={Robinson, WS},
journal={American Sociological Review},
volume={15},
number={195},
pages={351--57},
year={1950}
}
@book{anselin1988spatial,
title={Spatial econometrics: methods and models},
author={Anselin, Luc},
volume={4},
year={1988},
publisher={Springer Science \& Business Media}
}
@Article{tidyverse2019,
title = {Welcome to the {tidyverse}},
author = {Hadley Wickham and Mara Averick and Jennifer
Bryan and Winston Chang and Lucy D'Agostino McGowan and
Romain François and Garrett Grolemund and Alex Hayes
and Lionel Henry and Jim Hester and Max Kuhn and Thomas
Lin Pedersen and Evan Miller and Stephan Milton Bache
and Kirill Müller and Jeroen Ooms and David Robinson
and Dana Paige Seidel and Vitalie Spinu and Kohske
Takahashi and Davis Vaughan and Claus Wilke and Kara
Woo and Hiroaki Yutani},
year = {2019},
journal = {Journal of Open Source Software},
volume = {4},
number = {43},
pages = {1686},
doi = {10.21105/joss.01686},
}
@book{grolemund_wickham_2019_book,
title={R for Data Science},
author={Grolemund, Garrett and
Wickham, Hadley},
year={2019},
url = {https://r4ds.had.co.nz},
publisher={O'Reilly, US}
}
@book{Xie_et_al_2019_book,
title={R Markdown: The Definitive Guide},
author={Xie, Yihui and
Allaire, JJ and
Grolemund, Garrett},
year={2019},
url = {https://bookdown.org/yihui/rmarkdown/},
publisher={CRC Press, Taylor \& Francis, Chapman \& Hall Book}
}
@unpublished{envs450_2018,
title = {Survey Analysis},
author = {Williamson, Paul},
year = {2018},
}
@book{banerjee2014hierarchical,
title={Hierarchical modeling and analysis for spatial data},
author={Banerjee, Sudipto and Carlin, Bradley P and Gelfand, Alan E},
year={2014},
publisher={Crc Press}
}
@book{cressie2015statistics,
title={Statistics for spatial data},
author={Cressie, Noel},
year={2015},
publisher={John Wiley \& Sons}
}
@unpublished{gds_ua17,
title = {Geographic Data Science for Urban Analytics},
author = {Alex Singleton},
year = {2017},
note = {Online course},
url = {http://www.alex-singleton.com/GDS_UA_2017/},
}
@book{gelman2006data,
title={Data analysis using regression and multilevel/hierarchical models},
author={Gelman, Andrew and Hill, Jennifer},
year={2006},
publisher={Cambridge University Press}
}
@misc{rowe2022,
title = {Spatial Interaction Modelling: A Manifesto},
author = {Rowe, Francisco and Lovelace, Robin and Dennett, Adam},
year = {2022},
month = {07},
date = {2022-07-22},
url = {http://dx.doi.org/10.31219/osf.io/xcdms}
}
@book{fotheringham1989spatial,
title={Spatial interaction models: formulations and applications},
author={Fotheringham, A Stewart and O'Kelly, Morton E},
volume={1},
year={1989},
publisher={Kluwer Academic Publishers Dordrecht}
}
@book{reyABwolf,
title={Geographic Data Science with Python},
author={Rey, Sergio J. and Arribas-Bel, Daniel and Wolf, Levi J.},
year={2023},
publisher={CRC press},
notes={Available online at: https://geographicdata.science/book}
}
@article{arribas2014spatial,
title={Spatial data, analysis, and regression-a mini course},
author={Arribas-Bel, Dani},
journal={REGION},
volume={1},
number={1},
pages={R1},
year={2014},
publisher={European Regional Science Association},
url = "http://darribas.org/sdar_mini",
}
@unpublished{anselin2005spatial,
title={Spatial Regression Analysis in R--A Workbook},
author={Anselin, Luc},
publisher={Center for Spatially Integrated Social Science},
url={http://csiss.org/GISPopSci/workshops/2011/PSU/readings/W15_Anselin2007.pdf},
year={2007}
}
@article{darribas_gds_course,
author = {Dani Arribas-Bel},
title = {A course on Geographic Data Science},
year = 2019,
journal = {The Journal of Open Source Education},
volume = 2,
number = 14,
doi = {https://doi.org/10.21105/jose.00042}
}
@article{anselin2003spatial,
title={Spatial externalities, spatial multipliers, and spatial econometrics},
author={Anselin, Luc},
journal={International regional science review},
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