geocompr.bib

@misc{_map_1993,
  title = {Map Projections},
  date = {1993},
  publisher = {{US Geological Survey}},
  doi = {10.3133/70047422},
  url = {https://doi.org/10.3133/70047422}
}

@book{abelson_structure_1996,
  title = {Structure and Interpretation of Computer Programs},
  author = {Abelson, Harold and Sussman, Gerald Jay and Sussman, Julie},
  date = {1996},
  series = {The {{MIT}} Electrical Engineering and Computer Science Series},
  edition = {Second},
  publisher = {{MIT Press}},
  location = {{Cambridge, Massachusetts}},
  url = {http://web.mit.edu/alexmv/6.037/sicp.pdf},
  isbn = {0-262-01153-0},
  pagetotal = {576},
  keywords = {\#nosource,Computer programming,LISP (Computer program language)}
}

@article{adams_seeded_1994,
  title = {Seeded Region Growing},
  author = {Adams, R. and Bischof, L.},
  date = {1994-06},
  journaltitle = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  shortjournal = {IEEE Trans. Pattern Anal. Machine Intell.},
  volume = {16},
  number = {6},
  pages = {641--647},
  issn = {01628828},
  doi = {10.1109/34.295913},
  url = {http://ieeexplore.ieee.org/document/295913/},
  urldate = {2022-09-23},
  langid = {english}
}

@book{akima_akima_2016,
  title = {Akima: {{Interpolation}} of {{Irregularly}} and {{Regularly Spaced Data}}},
  author = {Akima, Hiroshi and Gebhardt, Albrecht},
  date = {2016},
  url = {https://CRAN.R-project.org/package=akima},
  keywords = {\#nosource}
}

@article{alessandretti_multimodal_2022,
  title = {Multimodal Urban Mobility and Multilayer Transport Networks},
  author = {Alessandretti, Laura and Natera Orozco, Luis Guillermo and Battiston, Federico and Saberi, Meead and Szell, Michael},
  date = {2022-07-19},
  journaltitle = {Environment and Planning B: Urban Analytics and City Science},
  shortjournal = {Environment and Planning B: Urban Analytics and City Science},
  pages = {23998083221108190},
  publisher = {{SAGE Publications Ltd STM}},
  issn = {2399-8083},
  doi = {10.1177/23998083221108190},
  url = {https://doi.org/10.1177/23998083221108190},
  urldate = {2022-07-20},
  langid = {english},
  keywords = {complex systems,human mobility,multilayer networks,science of cities,transport networks,urban data science}
}

@article{appel_gdalcubes_2019,
  title = {On-Demand Processing of Data Cubes from Satellite Image Collections with the Gdalcubes Library},
  author = {Appel, Marius and Pebesma, Edzer},
  date = {2019},
  journaltitle = {Data},
  volume = {4},
  number = {3},
  doi = {10.3390/data4030092},
  url = {https://www.mdpi.com/2306-5729/4/3/92},
  article-number = {92}
}

@book{baddeley_spatial_2015,
  ids = {baddeley_spatial_2015-1},
  title = {Spatial Point Patterns: Methodology and Applications with {{R}}},
  author = {Baddeley, Adrian and Rubak, Ege and Turner, Rolf},
  date = {2015},
  publisher = {{CRC Press}},
  keywords = {\#nosource}
}

@article{baddeley_spatstat_2005,
  title = {Spatstat: An {{R}} Package for Analyzing Spatial Point Patterns},
  author = {Baddeley, Adrian and Turner, Rolf},
  date = {2005},
  journaltitle = {Journal of statistical software},
  volume = {12},
  number = {6},
  pages = {1--42},
  doi = {10/gf29tr},
  url = {https://www.jstatsoft.org/article/view/v012i06},
  keywords = {\#nosource,conditional intensity,edge corrections,exploratory data analysis,generalised,hood,inhomogeneous point patterns,Linear Models,marked point patterns,maximum pseudolikeli-,spatial clustering}
}

@book{becker_mlr3_2022,
  title = {Mlr3 Book},
  author = {Becker, M. and Binder, M. and Bischl, B. and Lang, M. and Pfisterer, F. and Reich, N.G. and Richter, J. and Schratz, P. and Sonabend, R.},
  date = {2022},
  url = {https://mlr3book.mlr-org.com}
}

@book{bellos_alex_2011,
  title = {Alex's {{Adventures}} in {{Numberland}}},
  author = {Bellos, Alex},
  date = {2011-04-04},
  publisher = {{Bloomsbury Paperbacks}},
  location = {{London}},
  isbn = {978-1-4088-0959-4},
  langid = {english},
  pagetotal = {448}
}

@book{berg_computational_2008,
  title = {Computational {{Geometry}}: {{Algorithms}} and {{Applications}}},
  shorttitle = {Computational {{Geometry}}},
  author = {de Berg, Mark and Cheong, Otfried and van Kreveld, Marc and Overmars, Mark},
  date = {2008-03-07},
  eprint = {tkyG8W2163YC},
  eprinttype = {googlebooks},
  publisher = {{Springer Science \& Business Media}},
  isbn = {978-3-540-77973-5},
  langid = {english},
  pagetotal = {388},
  keywords = {Computers / Computer Graphics,Computers / Computer Science,Computers / Data Processing,Computers / Databases / General,Computers / Information Technology,Computers / Programming / Algorithms,Mathematics / Discrete Mathematics,Mathematics / Geometry / General,Science / Earth Sciences / General,Technology & Engineering / General}
}

@article{bischl_mlr:_2016,
  title = {Mlr: {{Machine Learning}} in {{R}}},
  author = {Bischl, Bernd and Lang, Michel and Kotthoff, Lars and Schiffner, Julia and Richter, Jakob and Studerus, Erich and Casalicchio, Giuseppe and Jones, Zachary M.},
  date = {2016},
  journaltitle = {Journal of Machine Learning Research},
  volume = {17},
  number = {170},
  pages = {1--5},
  url = {http://jmlr.org/papers/v17/15-066.html},
  keywords = {\#nosource,⛔ No DOI found}
}

@book{bivand_applied_2013,
  ids = {bivand_applied_2013a},
  title = {Applied Spatial Data Analysis with {{R}}},
  author = {Bivand, Roger and Pebesma, Edzer and Gómez-Rubio, Virgilio},
  date = {2013},
  volume = {747248717},
  eprint = {v0eIU9ObJXgC},
  eprinttype = {googlebooks},
  publisher = {{Springer}},
  keywords = {Mathematics / Probability & Statistics / General,Medical / Biostatistics,Medical / General,Science / Earth Sciences / Geography,Science / Environmental Science,Technology & Engineering / Environmental / General}
}

@article{bivand_comparing_2015,
  title = {Comparing {{Implementations}} of {{Estimation Methods}} for {{Spatial Econometrics}}},
  author = {Bivand, Roger and Piras, Gianfranco},
  date = {2015},
  journaltitle = {Journal of Statistical Software},
  volume = {63},
  number = {18},
  pages = {1--36},
  doi = {10/cqxj},
  url = {http://www.jstatsoft.org/v63/i18/},
  keywords = {\#nosource}
}

@article{bivand_implementing_2000,
  title = {Implementing Functions for Spatial Statistical Analysis Using the Language},
  author = {Bivand, Roger and Gebhardt, Albrecht},
  date = {2000},
  journaltitle = {Journal of Geographical Systems},
  volume = {2},
  number = {3},
  pages = {307--317},
  doi = {10.1007/PL00011460},
  url = {http://www.springerlink.com/index/CJRPUMB78JUYH54W.pdf},
  urldate = {2017-07-12},
  keywords = {\#nosource}
}

@book{bivand_maptools_2017,
  title = {Maptools: {{Tools}} for {{Reading}} and {{Handling Spatial Objects}}},
  author = {Bivand, Roger and Lewin-Koh, Nicholas},
  date = {2017},
  url = {https://CRAN.R-project.org/package=maptools},
  keywords = {\#nosource}
}

@article{bivand_more_2001,
  title = {More on {{Spatial Data Analysis}}},
  author = {Bivand, Roger},
  date = {2001},
  journaltitle = {R News},
  volume = {1},
  number = {3},
  pages = {13--17},
  keywords = {\#nosource,⛔ No DOI found}
}

@inproceedings{bivand_open_2000,
  title = {Open Source Geocomputation: Using the {{R}} Data Analysis Language Integrated with {{GRASS GIS}} and {{PostgreSQL}} Data Base Systems},
  booktitle = {Proceedings of the 5th {{International Conference}} on {{GeoComputation}}},
  author = {Bivand, Roger and Neteler, Markus},
  editor = {Neteler, Markus and Bivand, Roger S.},
  date = {2000},
  url = {http://www.geocomputation.org/2000/GC009/Gc009.htm},
  keywords = {\#nosource,⛔ No DOI found}
}

@article{bivand_progress_2021,
  title = {Progress in the {{R}} Ecosystem for Representing and Handling Spatial Data},
  author = {Bivand, Roger},
  date = {2021-10-01},
  journaltitle = {Journal of Geographical Systems},
  shortjournal = {J Geogr Syst},
  volume = {23},
  number = {4},
  pages = {515--546},
  issn = {1435-5949},
  doi = {10/ghnwg3},
  url = {https://doi.org/10.1007/s10109-020-00336-0},
  urldate = {2021-12-17},
  langid = {english}
}

@book{bivand_rgrass7_2016,
  title = {Rgrass7: {{Interface Between GRASS}} 7 {{Geographical Information System}} and {{R}}},
  author = {Bivand, Roger},
  date = {2016},
  url = {https://CRAN.R-project.org/package=rgrass7},
  keywords = {\#nosource}
}

@book{bivand_spdep_2017,
  title = {Spdep: {{Spatial Dependence}}: {{Weighting Schemes}}, {{Statistics}} and {{Models}}},
  author = {Bivand, Roger},
  date = {2017},
  url = {https://CRAN.R-project.org/package=spdep},
  keywords = {\#nosource}
}

@book{bivand_spgrass6_2016,
  title = {Spgrass6: {{Interface}} between {{GRASS}} 6 and {{R}}},
  author = {Bivand, Roger},
  date = {2016},
  url = {http://CRAN.R-project.org/package=spgrass6},
  keywords = {\#nosource}
}

@article{bivand_using_2000,
  title = {Using the {{R}} Statistical Data Analysis Language on {{GRASS}} 5.0 {{GIS}} Database Files},
  author = {Bivand, Roger},
  date = {2000},
  journaltitle = {Computers \& Geosciences},
  volume = {26},
  number = {9},
  pages = {1043--1052},
  doi = {10.1016/S0098-3004(00)00057-1},
  url = {http://www.sciencedirect.com/science/article/pii/S0098300400000571},
  urldate = {2017-07-11},
  keywords = {\#nosource}
}

@book{blangiardo_spatial_2015,
  title = {Spatial and {{Spatio-temporal Bayesian Models}} with {{R-INLA}}},
  shorttitle = {Spatial and {{Spatio-temporal Bayesian Models}} with {{R-INLA}}},
  author = {Blangiardo, Marta and Cameletti, Michela},
  date = {2015-04-17},
  publisher = {{John Wiley \& Sons, Ltd}},
  location = {{Chichester, UK}},
  doi = {10.1002/9781118950203},
  url = {http://doi.wiley.com/10.1002/9781118950203},
  urldate = {2018-02-07},
  isbn = {978-1-118-95020-3 978-1-118-32655-8},
  langid = {english},
  keywords = {\#nosource}
}

@incollection{bohner_image_2006,
  title = {Image Segmentation Using Representativeness Analysis and Region Growing},
  booktitle = {{{SAGA}} - {{Analysis}} and {{Modelling Applications}}},
  author = {Böhner, Jürgen and Selige, Thomas and Ringeler, Andre},
  editor = {{Böhner, Jürgen} and {McCloy, K.R.} and {Strobl, J.}},
  date = {2006},
  pages = {10},
  publisher = {{Goettinger Geographische Abhandlungen}},
  location = {{Goettingen}},
  langid = {english}
}

@incollection{bohner_spatial_2006,
  title = {Spatial Prediction of Soil Attributes Using Terrain Analysis and Climate Regionalisation},
  booktitle = {{{SAGA}} - {{Analysis}} and {{Modelling Applications}}},
  author = {Böhner, Jürgen and Selige, Thomas},
  editor = {Böhner, J and {McCloy, K.R.} and {Strobl, J.}},
  date = {2006},
  pages = {19},
  publisher = {{Goettinger Geographische Abhandlungen}},
  location = {{Goettingen}},
  langid = {english}
}

@article{bondaruk_assessing_2020,
  title = {Assessing the State of the Art in {{Discrete Global Grid Systems}}: {{OGC}} Criteria and Present Functionality},
  shorttitle = {Assessing the State of the Art in {{Discrete Global Grid Systems}}},
  author = {Bondaruk, Ben and Roberts, Steven A. and Robertson, Colin},
  date = {2020-03-01},
  journaltitle = {Geomatica},
  volume = {74},
  number = {1},
  pages = {9--30},
  publisher = {{NRC Research Press}},
  issn = {1195-1036},
  doi = {10.1139/geomat-2019-0015},
  url = {https://cdnsciencepub.com/doi/abs/10.1139/geomat-2019-0015},
  urldate = {2021-08-12}
}

@book{borcard_numerical_2011,
  title = {Numerical Ecology with {{R}}},
  author = {Borcard, Daniel and Gillet, François and Legendre, Pierre},
  date = {2011},
  series = {Use {{R}}!},
  publisher = {{Springer}},
  location = {{New York}},
  isbn = {978-1-4419-7975-9},
  pagetotal = {306},
  keywords = {\#nosource,Data processing,Ecology,R (Computer program language),Statistical methods},
  annotation = {OCLC: ocn690089213}
}

@article{borland_rainbow_2007,
  title = {Rainbow Color Map (Still) Considered Harmful},
  author = {Borland, David and Taylor II, Russell M},
  date = {2007},
  journaltitle = {IEEE computer graphics and applications},
  volume = {27},
  number = {2},
  publisher = {IEEE},
  doi = {10.1109/MCG.2007.323435},
  keywords = {\#nosource}
}

@article{breiman_random_2001,
  title = {Random {{Forests}}},
  author = {Breiman, Leo},
  date = {2001-10},
  journaltitle = {Machine Learning},
  volume = {45},
  number = {1},
  pages = {5--32},
  issn = {1573-0565},
  doi = {10/d8zjwq},
  url = {https://doi.org/10.1023/A:1010933404324},
  keywords = {\#nosource}
}

@book{brenning_arcgis_2012,
  title = {{{ArcGIS Geoprocessing}} in {{R}} via {{Python}}},
  author = {Brenning, Alexander},
  date = {2012},
  url = {https://CRAN.R-project.org/package=RPyGeo},
  keywords = {\#nosource}
}

@inproceedings{brenning_spatial_2012,
  title = {Spatial Cross-Validation and Bootstrap for the Assessment of Prediction Rules in Remote Sensing: {{The R}} Package Sperrorest},
  shorttitle = {Spatial Cross-Validation and Bootstrap for the Assessment of Prediction Rules in Remote Sensing},
  author = {Brenning, Alexander},
  date = {2012-07},
  pages = {5372--5375},
  publisher = {{IEEE}},
  doi = {10/gf238w},
  url = {http://ieeexplore.ieee.org/document/6352393/},
  urldate = {2017-11-24},
  isbn = {978-1-4673-1159-5 978-1-4673-1160-1 978-1-4673-1158-8},
  keywords = {\#nosource}
}

@book{brewer_designing_2015,
  title = {Designing {{Better Maps}}: {{A Guide}} for {{GIS Users}}},
  shorttitle = {Designing {{Better Maps}}},
  author = {Brewer, Cynthia A.},
  date = {2015-12-28},
  edition = {Second},
  publisher = {{Esri Press}},
  location = {{Redlands, California}},
  url = {http://esripress.esri.com/storage/esripress/images/293/betmaped2_chapter%201.pdf},
  isbn = {978-1-58948-440-5},
  langid = {english},
  pagetotal = {260}
}

@report{bristol_city_council_deprivation_2015,
  title = {Deprivation in {{Bristol}} 2015},
  author = {{Bristol City Council}},
  date = {2015},
  institution = {{Bristol City Council}},
  url = {https://www.bristol.gov.uk/statistics-census-information/deprivation},
  keywords = {\#nosource}
}

@book{brunsdon_introduction_2015,
  title = {An {{Introduction}} to {{R}} for {{Spatial Analysis}} and {{Mapping}}},
  author = {Brunsdon, Chris and Comber, Lex},
  date = {2015-02-05},
  publisher = {{SAGE Publications Ltd}},
  location = {{Los Angeles}},
  isbn = {978-1-4462-7295-4},
  langid = {english},
  pagetotal = {360}
}

@article{brus_sampling_2018,
  title = {Sampling for Digital Soil Mapping: {{A}} Tutorial Supported by {{R}} Scripts},
  shorttitle = {Sampling for Digital Soil Mapping},
  author = {Brus, D. J.},
  date = {2018-08-19},
  journaltitle = {Geoderma},
  shortjournal = {Geoderma},
  issn = {0016-7061},
  doi = {10/gf34fk},
  url = {http://www.sciencedirect.com/science/article/pii/S0016706118308425},
  urldate = {2018-09-11},
  keywords = {\#nosource,K-means sampling,Kriging,Latin hypercube sampling,Model-based sampling,Spatial coverage sampling,Spatial simulated annealing,Variogram}
}

@book{brzustowicz_data_2017,
  title = {Data Science with {{Java}}: [Practical Methods for Scientists and Engineers]},
  shorttitle = {Data Science with {{Java}}},
  author = {Brzustowicz, Michael R.},
  date = {2017},
  edition = {First},
  publisher = {{O´Reilly}},
  location = {{Beijing Boston Farnham}},
  isbn = {978-1-4919-3411-1},
  langid = {english},
  pagetotal = {220},
  keywords = {\#nosource,Data Mining,Data mining Software,Datenanalyse,Java,Java (Computer program language)},
  annotation = {OCLC: 993428657}
}

@article{bucklin_rpostgis_2018,
  title = {Rpostgis: {{Linking R}} with a {{PostGIS Spatial Database}}},
  author = {Bucklin, David and Basille, Mathieu},
  date = {2018},
  journaltitle = {The R Journal},
  doi = {10/c7fc},
  url = {https://journal.r-project.org/archive/2018/RJ-2018-025/index.html},
  keywords = {\#nosource}
}

@book{burrough_principles_2015,
  title = {Principles of Geographical Information Systems},
  author = {Burrough, P. A. and McDonnell, Rachael and Lloyd, Christopher D.},
  date = {2015},
  edition = {Third},
  publisher = {{Oxford University Press}},
  location = {{Oxford, New York}},
  isbn = {978-0-19-874284-5},
  pagetotal = {330},
  keywords = {\#nosource,Geographic information systems},
  annotation = {OCLC: ocn915100245}
}

@article{calenge_package_2006,
  title = {The Package Adehabitat for the {{R}} Software: Tool for the Analysis of Space and Habitat Use by Animals},
  author = {Calenge, C.},
  date = {2006},
  journaltitle = {Ecological Modelling},
  volume = {197},
  pages = {1035},
  doi = {10.1016/j.ecolmodel.2006.03.017},
  keywords = {\#nosource}
}

@article{cawley_overfitting_2010,
  title = {On Over-Fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation},
  author = {Cawley, Gavin C. and Talbot, Nicola LC},
  date = {2010},
  journaltitle = {Journal of Machine Learning Research},
  volume = {11},
  pages = {2079--2107},
  issue = {Jul},
  keywords = {\#nosource,⛔ No DOI found}
}

@book{chambers_extending_2016,
  title = {Extending {{R}}},
  author = {Chambers, John M.},
  date = {2016-06-08},
  eprint = {kxxjDAAAQBAJ},
  eprinttype = {googlebooks},
  publisher = {{CRC Press}},
  isbn = {978-1-4987-7572-4},
  langid = {english},
  pagetotal = {378},
  keywords = {Business & Economics / Statistics,Mathematics / Probability & Statistics / General}
}

@incollection{cheshire_spatial_2015,
  title = {Spatial Data Visualisation with {{R}}},
  booktitle = {Geocomputation},
  author = {Cheshire, James and Lovelace, Robin},
  editor = {Brunsdon, Chris and Singleton, Alex},
  date = {2015},
  pages = {1--14},
  publisher = {{SAGE Publications}},
  url = {https://github.com/geocomPP/sdv},
  keywords = {\#nosource}
}

@article{clementini_comparison_1995,
  title = {A Comparison of Methods for Representing Topological Relationships},
  author = {Clementini, Eliseo and Di Felice, Paolino},
  date = {1995-05-01},
  journaltitle = {Information Sciences - Applications},
  shortjournal = {Information Sciences - Applications},
  volume = {3},
  number = {3},
  pages = {149--178},
  issn = {1069-0115},
  doi = {10/ddtnhx},
  url = {https://www.sciencedirect.com/science/article/pii/106901159400033X},
  urldate = {2021-11-13},
  langid = {english}
}

@article{conrad_system_2015,
  title = {System for {{Automated Geoscientific Analyses}} ({{SAGA}}) v. 2.1.4},
  author = {Conrad, O. and Bechtel, B. and Bock, M. and Dietrich, H. and Fischer, E. and Gerlitz, L. and Wehberg, J. and Wichmann, V. and Böhner, J.},
  date = {2015-07-07},
  journaltitle = {Geosci. Model Dev.},
  shortjournal = {Geosci. Model Dev.},
  volume = {8},
  number = {7},
  pages = {1991--2007},
  issn = {1991-9603},
  doi = {10.5194/gmd-8-1991-2015},
  url = {http://www.geosci-model-dev.net/8/1991/2015/},
  urldate = {2017-06-12}
}

@manual{cooley_sfheaders_2020,
  type = {manual},
  title = {Sfheaders: {{Converts}} between r Objects and Simple Feature Objects},
  author = {Cooley, David},
  date = {2020},
  url = {https://CRAN.R-project.org/package=sfheaders}
}

@article{coombes_efficient_1986,
  title = {An {{Efficient Algorithm}} to {{Generate Official Statistical Reporting Areas}}: {{The Case}} of the 1984 {{Travel-to-Work Areas Revision}} in {{Britain}}},
  shorttitle = {An {{Efficient Algorithm}} to {{Generate Official Statistical Reporting Areas}}},
  author = {Coombes, M. G. and Green, A. E. and Openshaw, S.},
  date = {1986-10},
  journaltitle = {The Journal of the Operational Research Society},
  volume = {37},
  number = {10},
  eprint = {2582282},
  eprinttype = {jstor},
  pages = {943},
  issn = {01605682},
  doi = {10/b58h3x},
  keywords = {\#nosource}
}

@article{coppock_history_1991,
  title = {The History of {{GIS}}},
  author = {Coppock, J Terry and Rhind, David W},
  date = {1991},
  journaltitle = {Geographical Information Systems: Principles and Applications, vol. 1.},
  volume = {1},
  number = {1},
  pages = {21--43},
  url = {https://www.geos.ed.ac.uk/~gisteac/ilw/generic_resources/books_and_papers/Thx1ARTICLE.pdf},
  keywords = {\#nosource,⛔ No DOI found,History of GIS}
}

@book{dieck_algebraic_2008,
  title = {Algebraic Topology},
  author = {tom Dieck, Tammo},
  date = {2008},
  series = {{{EMS}} Textbooks in Mathematics},
  publisher = {{European Mathematical Society}},
  location = {{Zürich}},
  url = {https://www.maths.ed.ac.uk/~v1ranick/papers/diecktop.pdf},
  isbn = {978-3-03719-048-7},
  pagetotal = {567},
  keywords = {Algebraic topology,Homology theory,Homotopy theory},
  annotation = {OCLC: ocn261176011}
}

@book{diggle_modelbased_2007,
  title = {Model-Based Geostatistics},
  author = {Diggle, Peter and Ribeiro, Paulo Justiniano},
  date = {2007},
  publisher = {{Springer}},
  keywords = {\#nosource}
}

@incollection{dillon_lomas_2003,
  title = {The {{Lomas}} Formations of Coastal {{Peru}}: {{Composition}} and Biogeographic History},
  booktitle = {El {{Niño}} in {{Peru}}: {{Biology}} and Culture over 10,000 Years},
  author = {Dillon, M. O. and Nakazawa, M. and Leiva, S. G.},
  editor = {Haas, J. and Dillon, M. O.},
  date = {2003},
  pages = {1--9},
  publisher = {{Field Museum of Natural History}},
  location = {{Chicago}},
  keywords = {\#nosource}
}

@book{dorman_learning_2014,
  title = {Learning {{R}} for {{Geospatial Analysis}}},
  author = {Dorman, Michael},
  date = {2014},
  publisher = {{Packt Publishing Ltd}},
  keywords = {\#nosource}
}

@article{douglas_algorithms_1973,
  title = {Algorithms for the Reduction of the Number of Points Required to Represent a Digitized Line or Its Caricature},
  author = {Douglas, David H and Peucker, Thomas K},
  date = {1973},
  journaltitle = {Cartographica: The International Journal for Geographic Information and Geovisualization},
  volume = {10},
  number = {2},
  pages = {112--122},
  doi = {10/bjwv52},
  keywords = {\#nosource}
}

@manual{dunnington_ggspatial_2021,
  type = {manual},
  title = {Ggspatial: {{Spatial}} Data Framework for Ggplot2},
  author = {Dunnington, Dewey},
  date = {2021},
  url = {https://CRAN.R-project.org/package=ggspatial}
}

@article{eddelbuettel_extending_2018,
  title = {Extending {{R}} with {{C}}++: {{A Brief Introduction}} to {{Rcpp}}},
  shorttitle = {Extending {{R}} with {{C}}++},
  author = {Eddelbuettel, Dirk and Balamuta, James Joseph},
  date = {2018-01-02},
  journaltitle = {The American Statistician},
  shortjournal = {The American Statistician},
  volume = {72},
  number = {1},
  pages = {28--36},
  issn = {0003-1305},
  doi = {10/gdg3fb},
  url = {https://amstat.tandfonline.com/doi/abs/10.1080/00031305.2017.1375990},
  urldate = {2018-10-01},
  keywords = {\#nosource}
}

@inproceedings{egenhofer_mathematical_1990,
  title = {A Mathematical Framework for the Definition of Topological Relations},
  booktitle = {Proc. the Fourth International Symposium on Spatial Data Handing},
  author = {Egenhofer, Max and Herring, John},
  date = {1990},
  pages = {803--813},
  keywords = {⛔ No DOI found}
}

@article{essd-11-647-2019,
  title = {{{ICGEM}} – 15 Years of Successful Collection and Distribution of Global Gravitational Models, Associated Services, and Future Plans},
  author = {Ince, E. S. and Barthelmes, F. and Reißland, S. and Elger, K. and Förste, C. and Flechtner, F. and Schuh, H.},
  date = {2019},
  journaltitle = {Earth System Science Data},
  volume = {11},
  number = {2},
  pages = {647--674},
  doi = {10/gg5tzm},
  url = {https://essd.copernicus.org/articles/11/647/2019/}
}

@article{galletti_land_2016,
  title = {Land Changes and Their Drivers in the Cloud Forest and Coastal Zone of {{Dhofar}}, {{Oman}}, between 1988 and 2013},
  author = {Galletti, Christopher S. and Turner, Billie L. and Myint, Soe W.},
  date = {2016},
  journaltitle = {Regional Environmental Change},
  volume = {16},
  number = {7},
  pages = {2141--2153},
  issn = {1436-3798, 1436-378X},
  doi = {10/gkb5bm},
  url = {http://link.springer.com/10.1007/s10113-016-0942-2},
  urldate = {2018-10-17},
  langid = {english},
  keywords = {\#nosource}
}

@book{garrard_geoprocessing_2016,
  title = {Geoprocessing with {{Python}}},
  author = {Garrard, Chris},
  date = {2016},
  publisher = {{Manning Publications}},
  location = {{Shelter Island, NY}},
  isbn = {978-1-61729-214-9},
  pagetotal = {342},
  keywords = {\#nosource,Cartography,Computer programs,Data processing,Geospatial data,Python (Computer program language)},
  annotation = {OCLC: ocn915498655}
}

@book{gelfand_handbook_2010,
  title = {Handbook of Spatial Statistics},
  author = {Gelfand, Alan E and Diggle, Peter and Guttorp, Peter and Fuentes, Montserrat},
  date = {2010},
  publisher = {{CRC press}},
  isbn = {1-4200-7288-9},
  keywords = {\#nosource}
}

@book{gillespie_efficient_2016,
  title = {Efficient {{R Programming}}: {{A Practical Guide}} to {{Smarter Programming}}},
  author = {Gillespie, Colin and Lovelace, Robin},
  date = {2016},
  publisher = {{O'Reilly Media}},
  url = {https://csgillespie.github.io/efficientR/},
  isbn = {978-1-4919-5078-4},
  keywords = {\#nosource}
}

@manual{giraud_mapsf_2021,
  type = {manual},
  title = {Mapsf: {{Thematic}} Cartography},
  author = {Giraud, Timothée},
  date = {2021},
  url = {https://CRAN.R-project.org/package=mapsf}
}

@article{goetz_evaluating_2015,
  title = {Evaluating Machine Learning and Statistical Prediction Techniques for Landslide Susceptibility Modeling},
  author = {Goetz, J.N. and Brenning, A. and Petschko, H. and Leopold, P.},
  date = {2015-08},
  journaltitle = {Computers \& Geosciences},
  volume = {81},
  pages = {1--11},
  issn = {00983004},
  doi = {10/f7hcgp},
  url = {http://linkinghub.elsevier.com/retrieve/pii/S0098300415000904},
  urldate = {2017-11-24},
  langid = {english},
  keywords = {\#nosource}
}

@article{goncalves_segoptim_2019,
  title = {{{SegOptim}}—{{A}} New {{R}} Package for Optimizing Object-Based Image Analyses of High-Spatial Resolution Remotely-Sensed Data},
  author = {Gonçalves, João and Pôças, Isabel and Marcos, Bruno and Mücher, C.A. and Honrado, João P.},
  date = {2019-04},
  journaltitle = {International Journal of Applied Earth Observation and Geoinformation},
  shortjournal = {International Journal of Applied Earth Observation and Geoinformation},
  volume = {76},
  pages = {218--230},
  issn = {15698432},
  doi = {10.1016/j.jag.2018.11.011},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S0303243418303556},
  urldate = {2022-10-06},
  langid = {english}
}

@book{goovaerts_geostatistics_1997,
  title = {Geostatistics for Natural Resources Evaluation},
  author = {Goovaerts, Pierre},
  date = {1997},
  series = {Applied Geostatistics Series},
  publisher = {{Oxford University Press}},
  location = {{New York}},
  isbn = {978-0-19-511538-3},
  pagetotal = {483},
  keywords = {\#nosource,Geology,Statistical methods}
}

@article{graser_processing_2015,
  title = {Processing: {{A Python Framework}} for the {{Seamless Integration}} of {{Geoprocessing Tools}} in {{QGIS}}},
  author = {Graser, Anita and Olaya, Victor},
  date = {2015},
  doi = {10/f76d7c},
  url = {http://www.mdpi.com/2220-9964/4/4/2219},
  urldate = {2017-06-12},
  keywords = {\#nosource}
}

@book{grolemund_r_2016,
  title = {R for {{Data Science}}},
  author = {Grolemund, Garrett and Wickham, Hadley},
  date = {2016-07-25},
  publisher = {{O'Reilly Media}},
  isbn = {978-1-4919-1039-9},
  langid = {english},
  pagetotal = {250}
}

@article{harris_more_2017,
  title = {More Bark than Bytes? {{Reflections}} on 21+ Years of Geocomputation},
  shorttitle = {More Bark than Bytes?},
  author = {Harris, Richard and O’Sullivan, David and Gahegan, Mark and Charlton, Martin and Comber, Lex and Longley, Paul and Brunsdon, Chris and Malleson, Nick and Heppenstall, Alison and Singleton, Alex and Arribas-Bel, Daniel and Evans, Andy},
  date = {2017-07-10},
  journaltitle = {Environment and Planning B: Urban Analytics and City Science},
  doi = {10/ggr3jb},
  url = {http://journals.sagepub.com/eprint/w8cyKwmUSwrQ9KDrJABu/full},
  urldate = {2017-07-10},
  langid = {english},
  keywords = {\#nosource}
}

@book{hengl_practical_2007,
  title = {A Practical Guide to Geostatistical Mapping of Environmental Variables},
  author = {Hengl, Tomislav},
  date = {2007},
  publisher = {{Publications Office}},
  location = {{Luxembourg}},
  isbn = {978-92-79-06904-8},
  langid = {english},
  keywords = {\#nosource},
  annotation = {OCLC: 758643236}
}

@article{hengl_random_2018,
  title = {Random Forest as a Generic Framework for Predictive Modeling of Spatial and Spatio-Temporal Variables},
  author = {Hengl, Tomislav and Nussbaum, Madlene and Wright, Marvin N. and Heuvelink, Gerard B.M. and Gräler, Benedikt},
  date = {2018-08-29},
  journaltitle = {PeerJ},
  volume = {6},
  pages = {e5518},
  issn = {2167-8359},
  doi = {10/gd66jm},
  url = {https://peerj.com/articles/5518},
  urldate = {2018-09-25},
  langid = {english},
  keywords = {\#nosource}
}

@dataset{hengl_t_2021_5774954,
  title = {Global {{MODIS-based}} Snow Cover Monthly Long-Term (2000-2012) at 500 m, and Aggregated Monthly Values (2000-2020) at 1 Km},
  author = {Hengl, T.},
  date = {2021-12},
  publisher = {{Zenodo}},
  doi = {10.5281/zenodo.5774954},
  url = {https://doi.org/10.5281/zenodo.5774954},
  version = {v1.0}
}

@article{hesselbarth_opensource_2021,
  title = {Open-Source Tools in {{R}} for Landscape Ecology},
  author = {Hesselbarth, Maximillian H.K. and Nowosad, Jakub and Signer, Johannes and Graham, Laura J.},
  date = {2021-06},
  volume = {6},
  number = {3},
  pages = {97--111},
  publisher = {{Springer Science and Business Media LLC}},
  doi = {10/gnckbj},
  url = {https://doi.org/10.1007/s40823-021-00067-y}
}

@article{hickman_transitions_2011,
  title = {Transitions to Low Carbon Transport Futures: Strategic Conversations from {{London}} and {{Delhi}}},
  shorttitle = {Transitions to Low Carbon Transport Futures},
  author = {Hickman, Robin and Ashiru, Olu and Banister, David},
  date = {2011-11},
  journaltitle = {Journal of Transport Geography},
  shortjournal = {Journal of Transport Geography},
  series = {Special Section on {{Alternative Travel}} Futures},
  volume = {19},
  number = {6},
  pages = {1553--1562},
  issn = {0966-6923},
  doi = {10/cwxs9s},
  url = {http://www.sciencedirect.com/science/article/pii/S096669231100130X},
  urldate = {2016-05-14},
  keywords = {City planning,CO2,Delhi,London,Sustainable,Transport}
}

@book{hijmans_geosphere_2016,
  title = {Geosphere: {{Spherical Trigonometry}}},
  author = {Hijmans, Robert J.},
  date = {2016},
  url = {https://CRAN.R-project.org/package=geosphere},
  keywords = {\#nosource}
}

@manual{hijmans_terra_2021,
  type = {manual},
  title = {Terra: {{Spatial}} Data Analysis},
  author = {Hijmans, Robert J.},
  date = {2021},
  url = {https://rspatial.org/terra/}
}

@book{hollander_transport_2016,
  title = {Transport {{Modelling}} for a {{Complete Beginner}}},
  author = {Hollander, Yaron},
  date = {2016-12-18},
  publisher = {{CTthink!}},
  isbn = {978-0-9956624-1-4},
  langid = {english},
  pagetotal = {318}
}

@book{horni_multi-agent_2016,
  title = {The {{Multi-Agent Transport Simulation MATSim}}},
  author = {Horni, Andreas and Nagel, Kai and Axhausen, Kay W.},
  date = {2016-08-10},
  publisher = {{Ubiquity Press}},
  url = {https://www.ubiquitypress.com/site/books/10.5334/baw/},
  urldate = {2017-12-29},
  isbn = {978-1-909188-77-8 978-1-909188-75-4 978-1-909188-78-5 978-1-909188-76-1},
  langid = {english},
  keywords = {\#nosource}
}

@inproceedings{hornik_approaches_2003,
  title = {Approaches to {{Classes}} for {{Spatial Data}} in {{R}}},
  booktitle = {Proceedings of {{DSC}}},
  author = {Bivand, Roger},
  editor = {Hornik, Kurt and Leisch, Friedrich and Zeileis, Achim},
  date = {2003},
  url = {https://www.r-project.org/nosvn/conferences/DSC-2003/Proceedings/Bivand.pdf},
  urldate = {2017-06-27},
  keywords = {\#nosource,⛔ No DOI found}
}

@article{huang_geospark_2017,
  title = {{{GeoSpark SQL}}: {{An Effective Framework Enabling Spatial Queries}} on {{Spark}}},
  shorttitle = {{{GeoSpark SQL}}},
  author = {Huang, Zhou and Chen, Yiran and Wan, Lin and Peng, Xia},
  date = {2017-09-08},
  journaltitle = {ISPRS International Journal of Geo-Information},
  volume = {6},
  number = {9},
  pages = {285},
  issn = {2220-9964},
  doi = {10/gcnq5h},
  url = {http://www.mdpi.com/2220-9964/6/9/285},
  urldate = {2018-06-29},
  langid = {english},
  keywords = {\#nosource}
}

@article{huff_probabilistic_1963,
  title = {A {{Probabilistic Analysis}} of {{Shopping Center Trade Areas}}},
  author = {Huff, David L.},
  date = {1963},
  journaltitle = {Land Economics},
  volume = {39},
  number = {1},
  eprint = {3144521},
  eprinttype = {jstor},
  pages = {81--90},
  issn = {0023-7639},
  doi = {10/b69ptc},
  keywords = {\#nosource}
}

@book{hunziker_velox:_2017,
  title = {Velox: {{Fast Raster Manipulation}} and {{Extraction}}},
  author = {Hunziker, Philipp},
  date = {2017},
  url = {https://CRAN.R-project.org/package=velox},
  keywords = {\#nosource}
}

@article{jafari_investigation_2015,
  title = {Investigation of {{Centroid Connector Placement}} for {{Advanced Traffic Assignment Models}} with {{Added Network Detail}}},
  author = {Jafari, Ehsan and Gemar, Mason D. and Juri, Natalia Ruiz and Duthie, Jennifer},
  date = {2015-06},
  journaltitle = {Transportation Research Record: Journal of the Transportation Research Board},
  volume = {2498},
  pages = {19--26},
  issn = {0361-1981},
  doi = {10/gkb5nj},
  url = {http://trrjournalonline.trb.org/doi/10.3141/2498-03},
  urldate = {2018-01-01},
  langid = {english}
}

@book{james_introduction_2013,
  title = {An Introduction to Statistical Learning: With Applications in {{R}}},
  shorttitle = {An Introduction to Statistical Learning},
  editor = {James, Gareth and Witten, Daniela and Hastie, Trevor and Tibshirani, Robert},
  date = {2013},
  series = {Springer Texts in Statistics},
  number = {103},
  publisher = {{Springer}},
  location = {{New York}},
  isbn = {978-1-4614-7137-0},
  pagetotal = {426},
  keywords = {\#nosource,Mathematical models,Mathematical statistics,R (Computer program language),Statistics},
  annotation = {OCLC: ocn828488009}
}

@article{jasiewicz_geomorphons_2013,
  title = {Geomorphons — a Pattern Recognition Approach to Classification and Mapping of Landforms},
  author = {Jasiewicz, Jarosław and Stepinski, Tomasz F.},
  date = {2013-01},
  journaltitle = {Geomorphology},
  shortjournal = {Geomorphology},
  volume = {182},
  pages = {147--156},
  issn = {0169555X},
  doi = {10.1016/j.geomorph.2012.11.005},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S0169555X12005028},
  urldate = {2020-06-29},
  langid = {english}
}

@incollection{jenny_guide_2017,
  title = {A Guide to Selecting Map Projections for World and Hemisphere Maps},
  booktitle = {Choosing a {{Map Projection}}},
  author = {Jenny, Bernhard and Šavrič, Bojan and Arnold, Nicholas D and Marston, Brooke E and Preppernau, Charles A},
  editor = {Lapaine, Miljenko and Usery, Lynn},
  date = {2017},
  pages = {213--228},
  publisher = {{Springer}},
  keywords = {\#nosource}
}

@book{jr_geor_2016,
  title = {{{geoR}}: {{Analysis}} of {{Geostatistical Data}}},
  author = {Jr, Paulo J. Ribeiro and Diggle, Peter J.},
  date = {2016},
  url = {https://CRAN.R-project.org/package=geoR},
  keywords = {\#nosource}
}

@article{kahle_ggmap_2013,
  title = {Ggmap: {{Spatial Visualization}} with Ggplot2},
  author = {Kahle, D and Wickham, Hadley},
  date = {2013},
  journaltitle = {The R Journal},
  volume = {5},
  pages = {144--161},
  doi = {10.32614/RJ-2013-014},
  url = {http://stat405.had.co.nz/ggmap.pdf},
  keywords = {\#nosource}
}

@article{kaiser_algorithms_1993,
  title = {Algorithms for Computing Centroids},
  author = {Kaiser, M.J. and Morin, T.L.},
  date = {1993-02},
  journaltitle = {Computers \& Operations Research},
  volume = {20},
  number = {2},
  pages = {151--165},
  issn = {03050548},
  doi = {10/dvxsr3},
  url = {http://linkinghub.elsevier.com/retrieve/pii/030505489390071P},
  urldate = {2018-07-10},
  langid = {english},
  keywords = {\#nosource}
}

@article{karatzoglou_kernlab_2004,
  title = {Kernlab - {{An S4}}  {{Package}} for {{Kernel Methods}} in {{R}}},
  author = {Karatzoglou, Alexandros and Smola, Alex and Hornik, Kurt and Zeileis, Achim},
  date = {2004},
  journaltitle = {Journal of Statistical Software},
  volume = {11},
  number = {9},
  issn = {1548-7660},
  doi = {10/gdq9pc},
  url = {http://www.jstatsoft.org/v11/i09/},
  urldate = {2018-03-28},
  langid = {english},
  keywords = {\#nosource}
}

@article{knuth_computer_1974,
  title = {Computer {{Programming As}} an {{Art}}},
  author = {Knuth, Donald E.},
  date = {1974-12},
  journaltitle = {Commun. ACM},
  volume = {17},
  number = {12},
  pages = {667--673},
  issn = {0001-0782},
  doi = {10/fhrtw3},
  url = {http://doi.acm.org/10.1145/361604.361612},
  urldate = {2018-07-11},
  keywords = {\#nosource}
}

@book{krainski_advanced_2018,
  title = {Advanced {{Spatial Modeling}} with {{Stochastic Partial Differential Equations Using R}} and {{INLA}}},
  author = {Krainski, Elias and Gómez Rubio, Virgilio and Bakka, Haakon and Lenzi, Amanda and Castro-Camilo, Daniela and Simpson, Daniel and Lindgren, Finn and Rue, Håvard},
  date = {2018-09-23},
  url = {https://becarioprecario.bitbucket.io/spde-gitbook/},
  isbn = {978-1-138-36985-6}
}

@article{krug_clearing_2010,
  title = {Clearing of Invasive Alien Plants under Different Budget Scenarios: Using a Simulation Model to Test Efficiency},
  shorttitle = {Clearing of Invasive Alien Plants under Different Budget Scenarios},
  author = {Krug, Rainer M. and Roura-Pascual, Núria and Richardson, David M.},
  date = {2010},
  journaltitle = {Biological invasions},
  volume = {12},
  number = {12},
  pages = {4099--4112},
  doi = {10/fn3bmr},
  url = {http://link.springer.com/article/10.1007/s10530-010-9827-3},
  urldate = {2017-08-24},
  keywords = {\#nosource}
}

@book{kuhn_applied_2013,
  title = {Applied Predictive Modeling},
  author = {Kuhn, Max and Johnson, Kjell},
  date = {2013},
  publisher = {{Springer}},
  location = {{New York}},
  isbn = {978-1-4614-6848-6},
  pagetotal = {600},
  keywords = {\#nosource,Mathematical models,Mathematical statistics,Prediction theory},
  annotation = {OCLC: ocn827083441}
}

@manual{lahn_openeo_2021,
  type = {manual},
  title = {Openeo: {{Client}} Interface for '{{openEO}}' Servers},
  author = {Lahn, Florian},
  date = {2021},
  url = {https://CRAN.R-project.org/package=openeo}
}

@book{lamigueiro_displaying_2014,
  title = {Displaying Time Series, Spatial, and Space-Time Data with {{R}}},
  author = {Lamigueiro, Oscar},
  date = {2014},
  publisher = {{CRC Press}},
  keywords = {\#nosource}
}

@book{lamigueiro_displaying_2018,
  title = {Displaying {{Time Series}}, {{Spatial}}, and {{Space-Time Data}} with {{R}}},
  author = {Lamigueiro, Oscar Perpinan},
  date = {2018-08-08},
  edition = {Second},
  publisher = {{Chapman and Hall/CRC}},
  location = {{Boca Raton}},
  isbn = {978-1-138-08998-3},
  langid = {english},
  pagetotal = {270}
}

@article{landa_new_2008,
  title = {New {{GUI}} for {{GRASS GIS}} Based on {{wxPython}}},
  author = {Landa, Martin},
  date = {2008},
  journaltitle = {Departament of Geodesy and Cartography},
  pages = {1--17},
  keywords = {\#nosource,⛔ No DOI found}
}

@article{lang_mlr3_2019,
  title = {Mlr3: {{A}} Modern Object-Oriented Machine Learning Framework in {{R}}},
  shorttitle = {Mlr3},
  author = {Lang, Michel and Binder, Martin and Richter, Jakob and Schratz, Patrick and Pfisterer, Florian and Coors, Stefan and Au, Quay and Casalicchio, Giuseppe and Kotthoff, Lars and Bischl, Bernd},
  date = {2019},
  journaltitle = {Journal of Open Source Software},
  volume = {4},
  number = {44},
  pages = {1903},
  doi = {10.21105/joss.01903}
}

@article{lefkowitz_identification_1975,
  title = {Identification of Adenylate Cyclase-Coupled Beta-Adrenergic Receptors with Radiolabeled Beta-Adrenergic Antagonists},
  author = {Lefkowitz, R. J.},
  date = {1975-09-15},
  journaltitle = {Biochemical Pharmacology},
  shortjournal = {Biochem. Pharmacol.},
  volume = {24},
  number = {18},
  eprint = {11},
  eprinttype = {pmid},
  pages = {1651--1658},
  issn = {0006-2952},
  langid = {english},
  keywords = {\#nosource,Adenylyl Cyclases,Adrenergic beta-Antagonists,Alprenolol,Animals,Anura,Binding Sites,Catecholamines,Cattle,Cell Membrane,Eels,Erythrocytes,Guinea Pigs,In Vitro Techniques,Isoproterenol,Kinetics,Propranolol,Receptors; Adrenergic,Stereoisomerism,Tritium}
}

@book{liu_essential_2009,
  title = {Essential Image Processing and {{GIS}} for Remote Sensing},
  author = {Liu, Jian-Guo and Mason, Philippa J.},
  date = {2009},
  publisher = {{Wiley-Blackwell}},
  location = {{Chichester, West Sussex, UK, Hoboken, NJ}},
  isbn = {978-0-470-51032-2 978-0-470-51031-5},
  pagetotal = {443},
  keywords = {\#nosource,Earth (Planet),Geographic information systems,Image processing,Remote sensing,Surface Remote sensing}
}

@book{livingstone_geographical_1992,
  title = {The {{Geographical Tradition}}: {{Episodes}} in the {{History}} of a {{Contested Enterprise}}},
  shorttitle = {The {{Geographical Tradition}}},
  author = {Livingstone, David N.},
  date = {1992-12-03},
  publisher = {{John Wiley \& Sons Ltd}},
  location = {{Oxford, UK ; Cambridge, USA}},
  isbn = {978-0-631-18586-4},
  langid = {english},
  pagetotal = {444}
}

@article{loecher_rgooglemaps_2015,
  title = {{{RgoogleMaps}} and Loa: {{Unleashing R Graphics Power}} on {{Map Tiles}}},
  shorttitle = {{{RgoogleMaps}} and Loa},
  author = {Loecher, Markus and Ropkins, Karl},
  date = {2015-02-10},
  journaltitle = {Journal of Statistical Software},
  volume = {63},
  pages = {1--18},
  issn = {1548-7660},
  doi = {10/gfgwng},
  url = {https://doi.org/10.18637/jss.v063.i04},
  urldate = {2021-11-01},
  langid = {english}
}

@article{loidl_spatial_2016,
  ids = {loidl_spatial_2016a},
  title = {Spatial Patterns and Temporal Dynamics of Urban Bicycle Crashes—{{A}} Case Study from {{Salzburg}} ({{Austria}})},
  author = {Loidl, Martin and Traun, Christoph and Wallentin, Gudrun},
  date = {2016-04-01},
  journaltitle = {Journal of Transport Geography},
  shortjournal = {Journal of Transport Geography},
  volume = {52},
  pages = {38--50},
  issn = {0966-6923},
  doi = {10/f8qrzb},
  url = {http://www.sciencedirect.com/science/article/pii/S0966692316000302},
  urldate = {2017-10-18},
  issue = {Supplement C},
  keywords = {Bicycle crashes,Exploratory analysis,Spatial and temporal dynamics}
}

@book{longley_geocomputation_1998,
  title = {Geocomputation: {{A Primer}}},
  shorttitle = {Geocomputation},
  editor = {Longley, Paul and Brooks, Sue M. and McDonnell, Rachael and MacMillan, Bill},
  date = {1998-10-30},
  publisher = {{Wiley}},
  location = {{Chichester, Eng. ; New York}},
  isbn = {978-0-471-98576-1},
  langid = {english},
  pagetotal = {290}
}

@book{longley_geographic_2015,
  title = {Geographic Information Science \& Systems},
  author = {Longley, Paul},
  date = {2015},
  edition = {Fourth edition},
  publisher = {{Wiley}},
  location = {{Hoboken, NJ}},
  isbn = {978-1-118-67695-0},
  pagetotal = {477},
  keywords = {\#nosource,Geographic information systems,Technology & Engineering / Remote Sensing & Geographic Information Systems}
}

@report{lott_geographic_2015,
  title = {Geographic Information-{{Well-known}} Text Representation of Coordinate Reference Systems},
  author = {Lott, Roger},
  date = {2015},
  institution = {{Open Geospatial Consortium}},
  url = {http://docs.opengeospatial.org/is/12-063r5/12-063r5.html}
}

@book{lovelace_geocomputation_2019,
  title = {Geocomputation with {{R}}},
  author = {Lovelace, Robin and Nowosad, Jakub and Muenchow, Jannes},
  date = {2019},
  publisher = {{CRC Press}},
  url = {http://robinlovelace.net/geocompr},
  urldate = {2017-10-05},
  isbn = {1-138-30451-4}
}

@article{lovelace_jittering_2022b,
  title = {Jittering: {{A Computationally Efficient Method}} for {{Generating Realistic Route Networks}} from {{Origin-Destination Data}}},
  shorttitle = {Jittering},
  author = {Lovelace, Robin and Félix, Rosa and Carlino, Dustin},
  date = {2022-04-08},
  journaltitle = {Findings},
  shortjournal = {Findings},
  pages = {33873},
  publisher = {{Findings Press}},
  doi = {10.32866/001c.33873},
  url = {https://findingspress.org/article/33873-jittering-a-computationally-efficient-method-for-generating-realistic-route-networks-from-origin-destination-data},
  urldate = {2022-05-05},
  langid = {english}
}

@article{lovelace_open_2021,
  ids = {lovelace_open_2021a},
  title = {Open Source Tools for Geographic Analysis in Transport Planning},
  author = {Lovelace, Robin},
  date = {2021-01-16},
  journaltitle = {Journal of Geographical Systems},
  shortjournal = {J Geogr Syst},
  publisher = {{Springer Science and Business Media LLC}},
  issn = {1435-5949},
  doi = {10/ghtnrp},
  url = {https://doi.org/10.1007/s10109-020-00342-2},
  urldate = {2021-01-17},
  langid = {english}
}

@article{lovelace_propensity_2017,
  title = {The {{Propensity}} to {{Cycle Tool}}: {{An}} Open Source Online System for Sustainable Transport Planning},
  shorttitle = {The {{Propensity}} to {{Cycle Tool}}},
  author = {Lovelace, Robin and Goodman, Anna and Aldred, Rachel and Berkoff, Nikolai and Abbas, Ali and Woodcock, James},
  date = {2017-01-01},
  journaltitle = {Journal of Transport and Land Use},
  volume = {10},
  number = {1},
  issn = {1938-7849},
  doi = {10/gfgzf7},
  url = {https://www.jtlu.org/index.php/jtlu/article/view/862},
  urldate = {2017-06-01},
  langid = {english},
  keywords = {Cycling,modelling,Participatory,Planning}
}

@book{lovelace_spatial_2016,
  title = {Spatial Microsimulation with {{R}}},
  author = {Lovelace, Robin and Dumont, Morgane},
  date = {2016},
  publisher = {{CRC Press}},
  url = {http://robinlovelace.net/spatial-microsim-book/},
  keywords = {\#nosource}
}

@book{majure_sgeostat_2016,
  title = {Sgeostat: {{An Object-Oriented Framework}} for {{Geostatistical Modeling}} in {{S}}+},
  author = {Majure, James J. and Gebhardt, Albrecht},
  date = {2016},
  url = {https://CRAN.R-project.org/package=sgeostat},
  keywords = {\#nosource}
}

@book{maling_coordinate_1992,
  title = {Coordinate Systems and Map Projections},
  author = {Maling, D. H.},
  date = {1992},
  edition = {Second},
  publisher = {{Pergamon Press}},
  location = {{Oxford, New York}},
  isbn = {978-0-08-037234-1},
  pagetotal = {476},
  keywords = {\#nosource,Grids (Cartography),Map projection}
}

@book{mccune_analysis_2002,
  title = {Analysis of Ecological Communities},
  author = {McCune, Bruce and Grace, James B. and Urban, Dean L.},
  date = {2002},
  edition = {Second},
  publisher = {{MjM Software Design}},
  location = {{Gleneden Beach, OR}},
  isbn = {978-0-9721290-0-8},
  langid = {english},
  pagetotal = {300},
  keywords = {\#nosource},
  annotation = {OCLC: 846056595}
}

@article{meulemans_small_2017,
  title = {Small {{Multiples}} with {{Gaps}}},
  author = {Meulemans, Wouter and Dykes, Jason and Slingsby, Aidan and Turkay, Cagatay and Wood, Jo},
  date = {2017-01},
  journaltitle = {IEEE Transactions on Visualization and Computer Graphics},
  volume = {23},
  number = {1},
  pages = {381--390},
  issn = {1077-2626},
  doi = {10/f92gd5},
  url = {http://ieeexplore.ieee.org/document/7536128/},
  urldate = {2018-09-02},
  langid = {english},
  keywords = {\#nosource}
}

@article{meyer_improving_2018,
  title = {Improving Performance of Spatio-Temporal Machine Learning Models Using Forward Feature Selection and Target-Oriented Validation},
  author = {Meyer, Hanna and Reudenbach, Christoph and Hengl, Tomislav and Katurji, Marwan and Nauss, Thomas},
  date = {2018-03},
  journaltitle = {Environmental Modelling \& Software},
  volume = {101},
  pages = {1--9},
  issn = {13648152},
  doi = {10/gc2tsg},
  url = {http://linkinghub.elsevier.com/retrieve/pii/S1364815217310976},
  urldate = {2018-04-18},
  langid = {english},
  keywords = {\#nosource}
}

@article{miller_tobler_2004,
  title = {Tobler's First Law and Spatial Analysis},
  author = {Miller, Harvey J.},
  date = {2004},
  journaltitle = {Annals of the Association of American Geographers},
  volume = {94},
  number = {2},
  doi = {10/dh39xr},
  keywords = {\#nosource}
}

@article{moreno-monroy_public_2017,
  title = {Public Transport and School Location Impacts on Educational Inequalities: {{Insights}} from {{São Paulo}}},
  shorttitle = {Public Transport and School Location Impacts on Educational Inequalities},
  author = {Moreno-Monroy, Ana I. and Lovelace, Robin and Ramos, Frederico R.},
  date = {2017-09-15},
  journaltitle = {Journal of Transport Geography},
  shortjournal = {Journal of Transport Geography},
  issn = {0966-6923},
  doi = {10/gdkhrz},
  url = {http://www.sciencedirect.com/science/article/pii/S0966692316303453},
  urldate = {2017-10-15},
  keywords = {\#nosource,Accessibility,Inequality,Latin America,Public transport,Schools}
}

@article{morgan_opentripplanner_2019,
  title = {{{OpenTripPlanner}} for {{R}}},
  author = {Morgan, Malcolm and Young, Marcus and Lovelace, Robin and Hama, Layik},
  date = {2019-12-02},
  journaltitle = {Journal of Open Source Software},
  volume = {4},
  number = {44},
  pages = {1926},
  issn = {2475-9066},
  doi = {10/gkb5nh},
  url = {https://joss.theoj.org/papers/10.21105/joss.01926},
  urldate = {2020-01-29},
  langid = {english},
  annotation = {ZSCC: 0000000}
}

@article{morgan_travel_2020,
  ids = {morgan_travel_2020a},
  title = {Travel Flow Aggregation: Nationally Scalable Methods for Interactive and Online Visualisation of Transport Behaviour at the Road Network Level},
  author = {Morgan, Malcolm and Lovelace, Robin},
  date = {2020},
  journaltitle = {Environment \& Planning B: Planning \& Design},
  publisher = {{SAGE PublicationsSage UK: London, England}},
  doi = {10/gh6gb5}
}

@manual{morganwall_rayshader_2021,
  type = {manual},
  title = {Rayshader: {{Create}} Maps and Visualize Data in {{2D}} and {{3D}}},
  author = {Morgan-Wall, Tyler},
  date = {2021},
  url = {https://CRAN.R-project.org/package=rayshader}
}

@article{muenchow_geomorphic_2012,
  title = {Geomorphic Process Rates of Landslides along a Humidity Gradient in the Tropical {{Andes}}},
  author = {Muenchow, Jannes and Brenning, Alexander and Richter, Michael},
  date = {2012-02},
  journaltitle = {Geomorphology},
  volume = {139--140},
  pages = {271--284},
  issn = {0169555X},
  doi = {10/dp554q},
  url = {http://linkinghub.elsevier.com/retrieve/pii/S0169555X11005551},
  urldate = {2017-06-23},
  langid = {english},
  keywords = {\#nosource}
}

@article{muenchow_predictive_2013,
  title = {Predictive Mapping of Species Richness and Plant Species' Distributions of a {{Peruvian}} Fog Oasis along an Altitudinal Gradient},
  author = {Muenchow, Jannes and Bräuning, Achim and Rodríguez, Eric Frank and von Wehrden, Henrik},
  options = {useprefix=true},
  date = {2013-09-01},
  journaltitle = {Biotropica},
  shortjournal = {Biotropica},
  volume = {45},
  number = {5},
  pages = {557--566},
  issn = {1744-7429},
  doi = {10/f49j56},
  url = {http://onlinelibrary.wiley.com/doi/10.1111/btp.12049/abstract},
  urldate = {2017-08-28},
  langid = {english},
  keywords = {\#nosource,biodiversity conservation,climatic gradient,El Niño Southern Oscillation (ENSO),La Niña,lomas,species distribution models,species richness model,tropical plant diversity}
}

@article{muenchow_review_2018,
  title = {A Review of Ecological Gradient Research in the {{Tropics}}: Identifying Research Gaps, Future Directions, and Conservation Priorities},
  shorttitle = {A Review of Ecological Gradient Research in the {{Tropics}}},
  author = {Muenchow, Jannes and Dieker, Petra and Kluge, Jürgen and Kessler, Michael and von Wehrden, Henrik},
  options = {useprefix=true},
  date = {2018},
  journaltitle = {Biodiversity and Conservation},
  volume = {27},
  number = {2},
  pages = {273--285},
  issn = {0960-3115, 1572-9710},
  doi = {10/gcthf9},
  url = {http://link.springer.com/10.1007/s10531-017-1465-y},
  urldate = {2017-11-23},
  langid = {english},
  keywords = {\#nosource}
}

@article{muenchow_rqgis:_2017,
  title = {{{RQGIS}}: {{Integrating R}} with {{QGIS}} for Statistical Geocomputing},
  author = {Muenchow, Jannes and Schratz, Patrick and Brenning, Alexander},
  date = {2017},
  journaltitle = {The R Journal},
  volume = {9},
  number = {2},
  pages = {409--428},
  doi = {10/gf3d48},
  keywords = {\#nosource}
}

@article{muenchow_soil_2013,
  title = {Soil Texture and Altitude, Respectively, Largely Determine the Floristic Gradient of the Most Diverse Fog Oasis in the {{Peruvian}} Desert},
  author = {Muenchow, Jannes and Hauenstein, Simon and Bräuning, Achim and Bäumler, Rupert and Rodríguez, Eric Frank and von Wehrden, Henrik},
  options = {useprefix=true},
  date = {2013-09},
  journaltitle = {Journal of Tropical Ecology},
  volume = {29},
  number = {05},
  pages = {427--438},
  issn = {0266-4674, 1469-7831},
  doi = {10/f5b5v7},
  url = {http://www.journals.cambridge.org/abstract_S0266467413000436},
  urldate = {2017-09-21},
  langid = {english},
  keywords = {\#nosource}
}

@book{murrell_r_2016,
  title = {R {{Graphics}}},
  author = {Murrell, Paul},
  date = {2016-04-19},
  edition = {Second},
  publisher = {{CRC Press}},
  isbn = {978-1-4398-3177-9},
  langid = {english},
  pagetotal = {536},
  keywords = {Computers / Computer Graphics,Computers / General,Mathematics / Probability & Statistics / General}
}

@book{neteler_open_2008,
  title = {Open Source {{GIS}}: A {{GRASS GIS}} Approach},
  shorttitle = {Open Source {{GIS}}},
  author = {Neteler, Markus and Mitasova, Helena},
  date = {2008},
  edition = {Third},
  publisher = {{Springer}},
  location = {{New York, NY}},
  isbn = {978-0-387-35767-6 978-0-387-68574-8},
  langid = {english},
  pagetotal = {406},
  keywords = {Analyse,Computerkartographie,Geographic information systems,Geoinformationssystem,GIS,GRASS,GRASS (Electronic computer system),Open source,Open source software,Programm,Programmierung,Raster,Software,Vektor,Visualisierung},
  annotation = {OCLC: 255568974}
}

@book{nolan_xml_2014,
  title = {{{XML}} and Web Technologies for Data Sciences with {{R}}},
  author = {Nolan, Deborah and Lang, Duncan Temple},
  date = {2014},
  series = {Use {{R}}!},
  publisher = {{Springer}},
  location = {{New York, NY}},
  isbn = {978-1-4614-7900-0 978-1-4614-7899-7},
  langid = {english},
  pagetotal = {663},
  keywords = {\#nosource},
  annotation = {OCLC: 841520665}
}

@article{nowosad_extended_2022,
  title = {Extended {{SLIC}} Superpixels Algorithm for Applications to Non-Imagery Geospatial Rasters},
  author = {Nowosad, Jakub and Stepinski, Tomasz F.},
  date = {2022-08},
  journaltitle = {International Journal of Applied Earth Observation and Geoinformation},
  shortjournal = {International Journal of Applied Earth Observation and Geoinformation},
  volume = {112},
  pages = {102935},
  issn = {15698432},
  doi = {10.1016/j.jag.2022.102935},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S1569843222001327},
  urldate = {2022-08-04},
  langid = {english}
}

@book{obe_postgis_2015,
  title = {{{PostGIS}} in Action},
  author = {Obe, Regina O. and Hsu, Leo S.},
  date = {2015},
  edition = {Second},
  publisher = {{Manning}},
  location = {{Shelter Island, NY}},
  isbn = {978-1-61729-139-5},
  pagetotal = {570},
  keywords = {\#nosource,Database searching,Geographic information systems},
  annotation = {OCLC: ocn872985108}
}

@article{obrien_interactive_2016,
  title = {Interactive Mapping for Large, Open Demographic Data Sets Using Familiar Geographical Features},
  author = {O'Brien, Oliver and Cheshire, James},
  date = {2016-08-07},
  journaltitle = {Journal of Maps},
  volume = {12},
  number = {4},
  pages = {676--683},
  issn = {null},
  doi = {10/gkb5fm},
  url = {http://dx.doi.org/10.1080/17445647.2015.1060183},
  urldate = {2017-05-22},
  keywords = {\#nosource,census,Census,choropleth,DataShine,interactive,Open data,population,Population}
}

@online{office_for_national_statistics_workplace_2014,
  title = {Workplace {{Zones}}: {{A}} New Geography for Workplace Statistics - {{Datasets}}},
  author = {{Office for National Statistics}},
  date = {2014},
  url = {https://data.gov.uk/dataset/workplace-zones-a-new-geography-for-workplace-statistics3},
  urldate = {2018-01-13},
  keywords = {\#nosource}
}

@report{opengeospatialconsortium_wellknown_2019,
  type = {Implementation Standard},
  title = {Well-Known Text Representation of Coordinate Reference Systems},
  author = {{Open Geospatial Consortium}},
  date = {2019},
  series = {Geographic Information},
  number = {18-010r7},
  institution = {{Open Geospatial Consortium}},
  url = {https://docs.opengeospatial.org/is/18-010r7/18-010r7.html},
  urldate = {2022-01-22},
  langid = {english}
}

@book{openshaw_geocomputation_2000,
  title = {Geocomputation},
  editor = {Openshaw, Stan and Abrahart, Robert J.},
  date = {2000-05-04},
  publisher = {{CRC Press}},
  location = {{London ; New York}},
  isbn = {978-0-7484-0900-6},
  langid = {english},
  pagetotal = {432}
}

@book{orourke_computational_1998,
  title = {Computational {{Geometry}} in {{C}}},
  author = {O'Rourke, Joseph},
  date = {1998-10-13},
  edition = {Second},
  publisher = {{Cambridge University Press}},
  location = {{Cambridge, UK, ; New York, NY, USA}},
  url = {http://cs.smith.edu/~jorourke/books/compgeom.html},
  isbn = {978-0-521-64976-6},
  langid = {english},
  pagetotal = {392}
}

@article{pebesma_classes_2005,
  title = {Classes and Methods for Spatial Data in {{R}}},
  author = {Pebesma, Edzer and Bivand, Roger},
  date = {2005},
  journaltitle = {R news},
  shortjournal = {R news},
  volume = {5},
  number = {2},
  pages = {9--13},
  url = {https://cran.r-project.org/doc/Rnews/Rnews_2005-2.pdf},
  keywords = {\#nosource,⛔ No DOI found}
}

@article{pebesma_measurement_2016,
  title = {Measurement {{Units}} in {{R}}},
  author = {Pebesma, Edzer and Mailund, Thomas and Hiebert, James},
  date = {2016-12},
  journaltitle = {The R Journal},
  volume = {8},
  number = {2},
  pages = {486--494},
  doi = {10/gkb5pd},
  url = {https://journal.r-project.org/archive/2016-2/pebesma-mailund-hiebert.pdf},
  keywords = {\#nosource}
}

@article{pebesma_r_2012,
  title = {The {{R}} Software Environment in Reproducible Geoscientific Research},
  author = {Pebesma, Edzer and Nüst, Daniel and Bivand, Roger},
  date = {2012-04-17},
  journaltitle = {Eos, Transactions American Geophysical Union},
  shortjournal = {Eos Trans. AGU},
  volume = {93},
  number = {16},
  pages = {163--163},
  issn = {2324-9250},
  doi = {10/gd8djc},
  url = {http://onlinelibrary.wiley.com/doi/10.1029/2012EO160003/abstract},
  urldate = {2017-10-25},
  langid = {english},
  keywords = {\#nosource,0520 Data analysis: algorithms and implementation,0530 Data presentation and visualization,1694 Instruments and techniques,1819 Hydrology: Geographic Information Systems (GIS),1978 Software re-use,R project,reproducible research}
}

@article{pebesma_simple_2018,
  ids = {pebesma_simple_2018-1},
  title = {Simple Features for {{R}}: {{Standardized}} Support for Spatial Vector Data},
  author = {Pebesma, Edzer},
  date = {2018},
  journaltitle = {The R Journal},
  doi = {10/gf2ztt},
  url = {https://journal.r-project.org/archive/2018/RJ-2018-009/index.html},
  keywords = {\#nosource}
}

@book{pebesma_spatial_2022,
  title = {Spatial {{Data Science}} with Applications in {{R}}},
  author = {Pebesma, Edzer and Bivand, Roger},
  date = {2022},
  url = {https://r-spatial.org/book}
}

@manual{pebesma_stars_2021,
  type = {manual},
  title = {Stars: {{Spatiotemporal}} Arrays, Raster and Vector Data Cubes},
  author = {Pebesma, Edzer},
  date = {2021},
  url = {https://CRAN.R-project.org/package=stars}
}

@manual{pedersen_gganimate_2020,
  type = {manual},
  title = {Gganimate: {{A}} Grammar of Animated Graphics},
  author = {Pedersen, Thomas Lin and Robinson, David},
  date = {2020},
  url = {https://CRAN.R-project.org/package=gganimate}
}

@article{pereira_r5r_2021,
  title = {R5r: {{Rapid Realistic Routing}} on {{Multimodal Transport Networks}} with {{R}}{\textsuperscript{5}} in {{R}}},
  shorttitle = {R5r},
  author = {Pereira, Rafael H. M. and Saraiva, Marcus and Herszenhut, Daniel and Braga, Carlos Kaue Vieira and Conway, Matthew Wigginton},
  date = {2021-03-04},
  journaltitle = {Findings},
  shortjournal = {Findings},
  pages = {21262},
  publisher = {{Network Design Lab}},
  doi = {10.32866/001c.21262},
  url = {https://findingspress.org/article/21262-r5r-rapid-realistic-routing-on-multimodal-transport-networks-with-r-5-in-r},
  urldate = {2021-03-30},
  langid = {english}
}

@book{perpinan_rastervis_2016,
  title = {{{rasterVis}}},
  author = {Perpiñán, Oscar and Hijmans, Robert},
  date = {2016},
  url = {http://oscarperpinan.github.io/rastervis/},
  keywords = {\#nosource}
}

@article{pezanowski_senseplace3_2018,
  title = {{{SensePlace3}}: A Geovisual Framework to Analyze Place–Time–Attribute Information in Social Media},
  shorttitle = {{{SensePlace3}}},
  author = {Pezanowski, Scott and MacEachren, Alan M and Savelyev, Alexander and Robinson, Anthony C},
  date = {2018-09-03},
  journaltitle = {Cartography and Geographic Information Science},
  volume = {45},
  number = {5},
  pages = {420--437},
  issn = {1523-0406, 1545-0465},
  doi = {10/gc95n9},
  url = {https://www.tandfonline.com/doi/full/10.1080/15230406.2017.1370391},
  urldate = {2018-09-30},
  langid = {english},
  keywords = {\#nosource}
}

@unpublished{probst_hyperparameters_2018,
  title = {Hyperparameters and {{Tuning Strategies}} for {{Random Forest}}},
  author = {Probst, Philipp and Wright, Marvin and Boulesteix, Anne-Laure},
  date = {2018-04-10},
  eprint = {1804.03515},
  eprinttype = {arxiv},
  primaryclass = {cs, stat},
  url = {http://arxiv.org/abs/1804.03515},
  urldate = {2018-08-02},
  archiveprefix = {arXiv},
  keywords = {\#nosource,⛔ No DOI found,Computer Science - Machine Learning,Statistics - Machine Learning}
}

@article{qiu_development_2012,
  title = {The {{Development}} of an {{Areal Interpolation ArcGIS Extension}} and a {{Comparative Study}}},
  author = {Qiu, Fang and Zhang, Caiyun and Zhou, Yuhong},
  date = {2012-09-01},
  journaltitle = {GIScience \& Remote Sensing},
  volume = {49},
  number = {5},
  pages = {644--663},
  issn = {1548-1603},
  doi = {10/gkb5fn},
  url = {http://bellwether.metapress.com/openurl.asp?genre=article&id=doi:10.2747/1548-1603.49.5.644},
  urldate = {2017-08-07},
  keywords = {\#nosource}
}

@book{rcoreteam_introduction_2021,
  title = {An {{Introduction}} to {{R}}},
  author = {{R Core Team} and Smith, D.M. and R Core Team},
  date = {2021},
  url = {https://cran.r-project.org/doc/manuals/r-release/R-intro.html},
  keywords = {\#nosource}
}

@article{ripley_spatial_2001,
  title = {Spatial {{Statistics}} in {{R}}},
  author = {Ripley, Brian D},
  date = {2001},
  journaltitle = {R News},
  volume = {1},
  number = {2},
  pages = {14--15},
  keywords = {\#nosource,⛔ No DOI found}
}

@book{rodrigue_geography_2013,
  title = {The {{Geography}} of {{Transport Systems}}},
  author = {Rodrigue, Jean-Paul and Comtois, Claude and Slack, Brian},
  date = {2013-06-20},
  edition = {Third},
  publisher = {{Routledge}},
  location = {{London, New York}},
  isbn = {978-0-415-82254-1},
  langid = {english},
  pagetotal = {432}
}

@article{Roussel2020,
  title = {{{lidR}}: {{An}} r Package for Analysis of Airborne Laser Scanning ({{ALS}}) Data},
  author = {Roussel, Jean-Romain and Auty, David and Coops, Nicholas C. and Tompalski, Piotr and Goodbody, Tristan R.H. and Meador, Andrew Sánchez and Bourdon, Jean-François and de Boissieu, Florian and Achim, Alexis},
  options = {useprefix=true},
  date = {2020-12},
  journaltitle = {Remote Sensing of Environment},
  volume = {251},
  pages = {112061},
  publisher = {{Elsevier BV}},
  doi = {10/ghddxb},
  url = {https://doi.org/10.1016/j.rse.2020.112061}
}

@inproceedings{rowlingson_rasp:_2003,
  title = {Rasp: {{A Package}} for {{Spatial Statistics}}},
  booktitle = {Proceedings of the 3rd {{International Workshop}} on {{Distributed Statistical Computing}}},
  author = {Rowlingson, Barry and Baddeley, Adrian and Turner, Rolf and Diggle, Peter},
  editor = {Hornik, Kurt},
  date = {2003},
  url = {https://www.r-project.org/conferences/DSC-2003/Proceedings/RowlingsonEtAl.pdf},
  editors = {Kurt Hornik and Friedrich Leisch and Achim Zeileis},
  keywords = {\#nosource,⛔ No DOI found}
}

@article{rowlingson_splancs_1993,
  title = {Splancs: {{Spatial}} Point Pattern Analysis Code in {{S-plus}}},
  shorttitle = {Splancs},
  author = {Rowlingson, B. S and Diggle, P. J},
  date = {1993-05-01},
  journaltitle = {Computers \& Geosciences},
  shortjournal = {Computers \& Geosciences},
  volume = {19},
  number = {5},
  pages = {627--655},
  issn = {0098-3004},
  doi = {10/dvzffd},
  url = {http://www.sciencedirect.com/science/article/pii/009830049390099Q},
  urldate = {2017-07-20},
  keywords = {\#nosource,Epidemiology,Geographical Information Systems,Geomorphology,Software,Spatial statistics}
}

@book{rowlingson_splancs_2017,
  title = {Splancs: {{Spatial}} and {{Space-Time Point Pattern Analysis}}},
  author = {Rowlingson, Barry and Diggle, Peter},
  date = {2017},
  url = {https://CRAN.R-project.org/package=splancs},
  keywords = {\#nosource}
}

@article{rs13132428,
  title = {Satellite Image Time Series Analysis for Big Earth Observation Data},
  author = {Simoes, Rolf and Camara, Gilberto and Queiroz, Gilberto and Souza, Felipe and Andrade, Pedro R. and Santos, Lorena and Carvalho, Alexandre and Ferreira, Karine},
  date = {2021},
  journaltitle = {Remote Sensing},
  volume = {13},
  number = {13},
  issn = {2072-4292},
  doi = {10.3390/rs13132428},
  url = {https://www.mdpi.com/2072-4292/13/13/2428},
  article-number = {2428}
}

@article{savric_projection_2016,
  title = {Projection {{Wizard}} – {{An Online Map Projection Selection Tool}}},
  author = {Šavrič, Bojan and Jenny, Bernhard and Jenny, Helen},
  date = {2016},
  journaltitle = {The Cartographic Journal},
  volume = {53},
  number = {2},
  pages = {177--185},
  doi = {10/ggsx6z},
  url = {http://dx.doi.org/10.1080/00087041.2015.1131938},
  keywords = {\#nosource}
}

@article{schramm_openeo_2021,
  title = {The Openeo Api–Harmonising the Use of Earth Observation Cloud Services Using Virtual Data Cube Functionalities},
  author = {Schramm, Matthias and Pebesma, Edzer and Milenković, Milutin and Foresta, Luca and Dries, Jeroen and Jacob, Alexander and Wagner, Wolfgang and Mohr, Matthias and Neteler, Markus and Kadunc, Miha and others},
  date = {2021},
  journaltitle = {Remote Sensing},
  volume = {13},
  number = {6},
  pages = {1125},
  publisher = {{Multidisciplinary Digital Publishing Institute}},
  doi = {10.3390/rs13061125}
}

@article{schratz_hyperparameter_2019,
  title = {Hyperparameter Tuning and Performance Assessment of Statistical and Machine-Learning Algorithms Using Spatial Data},
  author = {Schratz, Patrick and Muenchow, Jannes and Iturritxa, Eugenia and Richter, Jakob and Brenning, Alexander},
  date = {2019-08-24},
  journaltitle = {Ecological Modelling},
  shortjournal = {Ecological Modelling},
  volume = {406},
  pages = {109--120},
  issn = {0304-3800},
  doi = {10.1016/j.ecolmodel.2019.06.002},
  url = {https://www.sciencedirect.com/science/article/pii/S0304380019302145},
  urldate = {2022-02-23},
  langid = {english},
  keywords = {Hyperparameter tuning,Machine-learning,Spatial autocorrelation,Spatial cross-validation,Spatial modeling}
}

@unpublished{schratz_mlr3spatiotempcv_2021,
  title = {Mlr3spatiotempcv: {{Spatiotemporal}} Resampling Methods for Machine Learning in {{R}}},
  shorttitle = {Mlr3spatiotempcv},
  author = {Schratz, Patrick and Becker, Marc and Lang, Michel and Brenning, Alexander},
  date = {2021},
  eprint = {2110.12674},
  eprinttype = {arxiv},
  archiveprefix = {arXiv},
  keywords = {⛔ No DOI found}
}

@article{schratz_performance_nodate,
  title = {Performance Evaluation and Hyperparameter Tuning of Statistical and Machine-Learning Models Using Spatial Data},
  author = {Schratz, Patrick and Muenchow, J. and Iturritxa, Eugenia and Richter, Jakob and Brenning, A.},
  date = {2018},
  keywords = {\#nosource,⛔ No DOI found,Computer Science - Machine Learning,Statistics - Machine Learning,Statistics - Methodology}
}

@article{shen_classification_2018,
  title = {Classification of Topological Relations between Spatial Objects in Two-Dimensional Space within the Dimensionally Extended 9-Intersection Model},
  author = {Shen, Jingwei and Chen, Min and Liu, Xintao},
  date = {2018},
  journaltitle = {Transactions in GIS},
  volume = {22},
  number = {2},
  pages = {514--541},
  issn = {1467-9671},
  doi = {10/gnhcx9},
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/tgis.12328},
  urldate = {2021-11-13},
  langid = {english},
  annotation = {\_eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/tgis.12328}
}

@book{sherman_desktop_2008,
  title = {Desktop {{GIS}}: {{Mapping}} the {{Planet}} with {{Open Source Tools}}},
  author = {Sherman, Gary},
  date = {2008},
  publisher = {{Pragmatic Bookshelf}},
  keywords = {\#nosource}
}

@inproceedings{simoes_rstac_2021,
  title = {Rstac: {{An R}} Package to Access Spatiotemporal Asset Catalog Satellite Imagery},
  booktitle = {2021 {{IEEE}} International Geoscience and Remote Sensing Symposium {{IGARSS}}},
  author = {Simoes, Rolf and Souza, Felipe and Zaglia, Matheus and Queiroz, Gilberto Ribeiro and Santos, Rafael and Ferreira, Karine},
  date = {2021},
  pages = {7674--7677},
  doi = {10.1109/IGARSS47720.2021.9553518}
}

@article{sorensen_calculation_2006,
  title = {On the Calculation of the Topographic Wetness Index: Evaluation of Different Methods Based on Field Observations},
  author = {Sørensen, R and Zinko, U and Seibert, J},
  date = {2006},
  journaltitle = {Hydrology and Earth System Sciences},
  pages = {13},
  doi = {10.5194/hess-10-101-2006},
  langid = {english}
}

@book{spanier_algebraic_1995,
  title = {Algebraic Topology},
  author = {Spanier, Edwin Henry},
  date = {1995},
  edition = {1. corr. Springer ed},
  publisher = {{Springer}},
  location = {{New York Berlin Barcelona Budapest}},
  isbn = {978-0-387-94426-5 978-3-540-90646-9 978-0-387-90646-1},
  pagetotal = {528}
}

@book{talbert_ancient_2014,
  title = {Ancient {{Perspectives}}: {{Maps}} and {{Their Place}} in {{Mesopotamia}}, {{Egypt}}, {{Greece}}, and {{Rome}}},
  shorttitle = {Ancient {{Perspectives}}},
  author = {Talbert, Richard J. A.},
  date = {2014-02-14},
  eprint = {srTbAgAAQBAJ},
  eprinttype = {googlebooks},
  publisher = {{University of Chicago Press}},
  isbn = {978-0-226-78940-8},
  langid = {english},
  pagetotal = {284},
  keywords = {History / Ancient / Egypt,History / Ancient / Greece,History / Ancient / Rome,History / Asia / Central Asia,History / General,Science / Earth Sciences / Geography,Technology & Engineering / Cartography}
}

@article{tallon_bristol_2007,
  title = {Bristol},
  author = {Tallon, Andrew R.},
  date = {2007-02},
  journaltitle = {Cities},
  volume = {24},
  number = {1},
  pages = {74--88},
  issn = {02642751},
  doi = {10/dmr8rv},
  url = {http://linkinghub.elsevier.com/retrieve/pii/S0264275106000874},
  urldate = {2018-01-03},
  langid = {english},
  keywords = {\#nosource}
}

@book{tennekes_elegant_2022,
  title = {Elegant and Informative Maps with Tmap},
  author = {Tennekes, Martijn and Nowosad, Jakub},
  date = {2022},
  pubstate = {inpreparation},
  url = {https://r-tmap.github.io/tmap-book/}
}

@article{tennekes_tmap_2018,
  title = {Tmap: {{Thematic Maps}} in {{R}}},
  author = {Tennekes, Martijn},
  date = {2018},
  journaltitle = {Journal of Statistical Software, Articles},
  volume = {84},
  number = {6},
  pages = {1--39},
  issn = {1548-7660},
  doi = {10/gfdd6z},
  url = {https://www.jstatsoft.org/v084/i06},
  keywords = {\#nosource,R,spatial data,thematic maps}
}

@article{theeconomist_autonomous_2016,
  title = {The Autonomous Car’s Reality Check},
  author = {{The Economist}},
  date = {2016},
  journaltitle = {The Economist},
  issn = {0013-0613},
  url = {https://www.economist.com/news/science-and-technology/21696925-building-highly-detailed-maps-robotic-vehicles-autonomous-cars-reality},
  urldate = {2018-05-11},
  entrysubtype = {magazine},
  keywords = {\#nosource}
}

@article{thiele_r_2014,
  title = {R {{Marries NetLogo}}: {{Introduction}} to the {{RNetLogo Package}}},
  author = {Thiele, J},
  date = {2014},
  journaltitle = {Journal of Statistical Software},
  volume = {58},
  number = {2},
  pages = {1--41},
  doi = {10/ghfbck},
  url = {http://www.jstatsoft.org/v58/i02/paper},
  keywords = {\#nosource}
}

@article{tobler_smooth_1979,
  title = {Smooth {{Pycnophylactic Interpolation}} for {{Geographical Regions}}},
  author = {Tobler, Waldo R.},
  date = {1979-09},
  journaltitle = {Journal of the American Statistical Association},
  volume = {74},
  number = {367},
  pages = {519--530},
  issn = {0162-1459, 1537-274X},
  doi = {10/ghz78f},
  url = {http://www.tandfonline.com/doi/abs/10.1080/01621459.1979.10481647},
  urldate = {2017-08-07},
  langid = {english},
  keywords = {\#nosource}
}

@article{tomintz_geography_2008,
  title = {The Geography of Smoking in {{Leeds}}: Estimating Individual Smoking Rates and the Implications for the Location of Stop Smoking Services},
  author = {Tomintz, Melanie N M.N. and Clarke, Graham P and Rigby, Janette E J.E.},
  date = {2008},
  journaltitle = {Area},
  volume = {40},
  number = {3},
  pages = {341--353},
  doi = {10/dn8x5b},
  url = {http://onlinelibrary.wiley.com/doi/10.1111/j.1475-4762.2008.00837.x/full},
  keywords = {\#nosource,geography of smoking,health geography,location-allocation,microsimulation,modelling,stop smoking services}
}

@book{tomlin_geographic_1990,
  title = {Geographic Information Systems and Cartographic Modeling},
  author = {Tomlin, C. Dana},
  date = {1990},
  publisher = {{Prentice Hall}},
  location = {{Englewood Cliffs, N.J}},
  isbn = {978-0-13-350927-4},
  pagetotal = {249},
  keywords = {\#nosource,Cartography,Data processing,Geographic information systems}
}

@article{tomlin_map_1994,
  title = {Map Algebra: One Perspective},
  shorttitle = {Map Algebra},
  author = {Tomlin, C. Dana},
  date = {1994},
  journaltitle = {Landscape and Urban Planning},
  volume = {30},
  number = {1-2},
  pages = {3--12},
  publisher = {{Elsevier}},
  doi = {10/dm2qm2}
}

@book{usgs_geological_2016,
  title = {U.{{S}}. {{Geological Survey}} ({{USGS}}) {{Earth Resources Observation}} and {{Science}} ({{EROS}}) {{Center}}},
  author = {{USGS}},
  date = {2016},
  url = {http://earthexplorer.usgs.gov/},
  keywords = {\#nosource}
}

@book{venables_modern_2002,
  title = {Modern {{Applied Statistics}} with {{S}}},
  author = {Venables, W. N. and Ripley, B. D.},
  date = {2002},
  edition = {Fourth},
  publisher = {{Springer}},
  location = {{New York}},
  url = {http://www.stats.ox.ac.uk/pub/MASS4},
  keywords = {\#nosource}
}

@article{visvalingam_line_1993,
  title = {Line Generalisation by Repeated Elimination of Points},
  author = {Visvalingam, M. and Whyatt, J. D.},
  date = {1993-06},
  journaltitle = {The Cartographic Journal},
  volume = {30},
  number = {1},
  pages = {46--51},
  issn = {0008-7041, 1743-2774},
  doi = {10/fx74gh},
  url = {http://www.tandfonline.com/doi/full/10.1179/000870493786962263},
  urldate = {2018-01-03},
  langid = {english},
  keywords = {\#nosource}
}

@article{vonwehrden_pluralism_2009,
  title = {Pluralism and Diversity: Trends in the Use and Application of Ordination Methods 1990-2007},
  shorttitle = {Pluralism and Diversity},
  author = {von Wehrden, Henrik and Hanspach, Jan and Bruelheide, Helge and Wesche, Karsten},
  options = {useprefix=true},
  date = {2009-08},
  journaltitle = {Journal of Vegetation Science},
  volume = {20},
  number = {4},
  pages = {695--705},
  issn = {11009233, 16541103},
  doi = {10/ffp89h},
  url = {http://doi.wiley.com/10.1111/j.1654-1103.2009.01063.x},
  urldate = {2018-07-25},
  langid = {english},
  keywords = {\#nosource}
}

@article{waldykowski_sustainable_2021,
  title = {Sustainable {{Urban Transport}}—{{Why}} a {{Fast Investment}} in a {{Complete Cycling Network Is Most Profitable}} for a {{City}}},
  author = {Wałdykowski, Piotr and Adamczyk, Joanna and Dorotkiewicz, Maciej},
  date = {2021-12-23},
  journaltitle = {Sustainability},
  shortjournal = {Sustainability},
  volume = {14},
  pages = {119},
  doi = {10.3390/su14010119}
}

@book{walker_analyzing_2022,
  title = {Analyzing {{US Census Data}}: {{Methods}}, {{Maps}}, and {{Models}} in {{R}}},
  author = {Walker, Kyle E.},
  date = {2022},
  publisher = {{Chapman and Hall/CRC}}
}

@book{wegmann_remote_2016,
  title = {Remote Sensing and {{GIS}} for Ecologists: Using Open Source Software},
  shorttitle = {Remote Sensing and {{GIS}} for Ecologists},
  editor = {Wegmann, Martin and Leutner, Benjamin and Dech, Stefan},
  date = {2016},
  series = {Data in the Wild},
  publisher = {{Pelagic Publishing}},
  location = {{Exeter}},
  isbn = {978-1-78427-022-3 978-1-78427-023-0 978-1-78427-024-7 978-1-78427-025-4 978-1-78427-028-5},
  langid = {english},
  pagetotal = {333},
  keywords = {\#nosource},
  annotation = {OCLC: 945979372}
}

@book{wickham_advanced_2019,
  title = {Advanced {{R}}, {{Second Edition}}},
  author = {Wickham, Hadley},
  date = {2019-05-24},
  eprint = {JAOaDwAAQBAJ},
  eprinttype = {googlebooks},
  publisher = {{CRC Press}},
  url = {https://adv-r.hadley.nz/},
  isbn = {978-1-351-20129-2},
  langid = {english},
  pagetotal = {562},
  keywords = {Mathematics / Probability & Statistics / General,Reference / General}
}

@book{wickham_ggplot2_2016,
  title = {Ggplot2: {{Elegant Graphics}} for {{Data Analysis}}},
  shorttitle = {Ggplot2},
  author = {Wickham, Hadley},
  date = {2016-06-16},
  edition = {Second},
  publisher = {{Springer}},
  location = {{New York, NY}},
  isbn = {978-3-319-24275-0},
  langid = {english},
  pagetotal = {276}
}

@article{wickham_tidy_2014,
  title = {Tidy {{Data}}},
  author = {Wickham, Hadley},
  date = {2014},
  journaltitle = {Journal of Statistical Software},
  volume = {59},
  number = {10},
  issn = {1548-7660},
  doi = {10/gdm3p7},
  url = {http://www.jstatsoft.org/v59/i10/},
  urldate = {2018-08-20},
  langid = {english},
  keywords = {\#nosource}
}

@article{wieland_market_2017,
  title = {Market {{Area Analysis}} for {{Retail}} and {{Service Locations}} with {{MCI}}},
  author = {Wieland, Thomas},
  date = {2017},
  journaltitle = {The R Journal},
  volume = {9},
  number = {1},
  pages = {298--323},
  doi = {10/gkb5ft},
  url = {https://journal.r-project.org/archive/2017/RJ-2017-020/index.html},
  keywords = {\#nosource}
}

@book{wilkinson_grammar_2005,
  title = {The Grammar of Graphics},
  author = {Wilkinson, Leland and Wills, Graham},
  date = {2005},
  publisher = {{Springer Science+ Business Media}},
  keywords = {\#nosource}
}

@book{wise_gis_2001,
  title = {{{GIS}} Basics},
  author = {Wise, Stephen},
  date = {2001},
  publisher = {{CRC Press}},
  keywords = {\#nosource}
}

@book{wood_java_2002,
  title = {Java Programming for Spatial Sciences},
  author = {Wood, Jo},
  date = {2002},
  publisher = {{Taylor \& Francis}},
  location = {{London ; New York}},
  isbn = {978-0-415-26097-8 978-0-415-26098-5},
  pagetotal = {320},
  keywords = {\#nosource,Geographic information systems,Java (Computer program language)}
}

@article{wright_ranger_2017,
  title = {Ranger: {{A Fast Implementation}} of {{Random Forests}} for {{High Dimensional Data}} in {{C}}++ and {{R}}},
  author = {Wright, Marvin N. and Ziegler, Andreas},
  date = {2017},
  journaltitle = {Journal of Statistical Software},
  volume = {77},
  number = {1},
  pages = {1--17},
  doi = {10.18637/jss.v077.i01}
}

@book{wulf_invention_2015,
  title = {The Invention of Nature: {{Alexander}} von {{Humboldt}}'s New World},
  shorttitle = {The Invention of Nature},
  author = {Wulf, Andrea},
  date = {2015},
  publisher = {{Alfred A. Knopf}},
  location = {{New York}},
  isbn = {978-0-385-35066-2 978-0-345-80629-1},
  pagetotal = {473},
  keywords = {\#nosource,Germany,Humboldt; Alexander von,Naturalists,Scientists}
}

@book{xiao_gis_2016,
  title = {{{GIS Algorithms}}: {{Theory}} and {{Applications}} for {{Geographic Information Science}} \& {{Technology}}},
  shorttitle = {{{GIS Algorithms}}},
  author = {Xiao, Ningchuan},
  date = {2016},
  location = {{London}},
  doi = {10.4135/9781473921498},
  url = {http://sk.sagepub.com/books/gis-algorithms},
  urldate = {2018-05-07},
  keywords = {\#nosource}
}

@book{xie_evolving_2011,
  title = {Evolving {{Transportation Networks}}},
  author = {Xie, Feng and Levinson, David},
  date = {2011},
  series = {Transportation {{Research}}, {{Economics}} and {{Policy}}},
  publisher = {{Springer-Verlag}},
  location = {{New York}},
  url = {https://www.springer.com/gp/book/9781441998033},
  urldate = {2019-07-04},
  isbn = {978-1-4419-9803-3},
  langid = {english},
  keywords = {\#nosource}
}

@book{zuur_beginners_2017,
  title = {Beginner's Guide to Spatial, Temporal and Spatial-Temporal Ecological Data Analysis with {{R-INLA}}},
  author = {Zuur, Alain F. and Ieno, Elena N. and Saveliev, Anatoly A. and Zuur, Alain F.},
  date = {2017},
  volume = {1},
  publisher = {{Highland Statistics Ltd}},
  location = {{Newburgh, United Kingdom}},
  isbn = {978-0-9571741-9-1},
  langid = {english},
  pagetotal = {362},
  keywords = {\#nosource},
  annotation = {OCLC: 993615802}
}

@book{zuur_mixed_2009,
  title = {Mixed Effects Models and Extensions in Ecology with {{R}}},
  author = {Zuur, Alain and Ieno, Elena N. and Walker, Neil and Saveliev, Anatoly A. and Smith, Graham M.},
  date = {2009},
  series = {Statistics for {{Biology}} and {{Health}}},
  publisher = {{Springer-Verlag}},
  location = {{New York}},
  url = {//www.springer.com/de/book/9780387874579},
  urldate = {2018-02-07},
  isbn = {978-0-387-87457-9},
  langid = {english},
  keywords = {\#nosource}
}

@article{tobler_computer_1970,
  title = {A Computer Movie Simulating Urban Growth in the {{Detroit}} Region},
  author = {Tobler, Waldo R.},
  date = {1970},
  journaltitle = {Economic geography},
  pages = {234--240},
  issn = {0013-0095}
}

@article{landau_targets_2021,
  title = {The Targets {{R}} Package: A Dynamic {{Make-like}} Function-Oriented Pipeline Toolkit for Reproducibility and High-Performance Computing},
  author = {Landau, William Michael},
  date = {2021},
  journaltitle = {Journal of Open Source Software},
  volume = {6},
  number = {57},
  pages = {2959},
  url = {https://doi.org/10.21105/joss.02959}
}
@book{wickham_mastering_2021,
  title = {Mastering {{Shiny}}: {{Build Interactive Apps}}, {{Reports}}, and {{Dashboards Powered}} by {{R}}},
  shorttitle = {Mastering {{Shiny}}},
  author = {Wickham, Hadley},
  year = {2021},
  month = may,
  publisher = {{O'Reilly Media}},
  address = {{Sebastopol, CA}},
  abstract = {Master the Shiny web framework-and take your R skills to a whole new level. By letting you move beyond static reports, Shiny helps you create fully interactive web apps for data analyses. Users will be able to jump between datasets, explore different subsets or facets of the data, run models with parameter values of their choosing, customize visualizations, and much more. Hadley Wickham from RStudio shows data scientists, data analysts, statisticians, and scientific researchers with no knowledge of HTML, CSS, or JavaScript how to create rich web apps from R. This in-depth guide provides a learning path that you can follow with confidence, as you go from a Shiny beginner to an expert developer who can write large, complex apps that are maintainable and performant. Get started: Discover how the major pieces of a Shiny app fit together Put Shiny in action: Explore Shiny functionality with a focus on code samples, example apps, and useful techniques Master reactivity: Go deep into the theory and practice of reactive programming and examine reactive graph components Apply best practices: Examine useful techniques for making your Shiny apps work well in production},
  isbn = {978-1-4920-4738-4},
  langid = {english}
}
@book{moraga_geospatial_2019,
  title = {Geospatial Health Data: {{Modeling}} and Visualization with {{R-INLA}} and Shiny},
  shorttitle = {Geospatial Health Data},
  author = {Moraga, Paula},
  date = {2019},
  publisher = {{CRC Press}},
  url = {https://www.paulamoraga.com/book-geospatial/},
  file = {/home/robin/Zotero/storage/XTX274PZ/books.html}
}
@book{gomez-rubio_bayesian_2020,
  title = {Bayesian Inference with {{INLA}}},
  author = {Gómez-Rubio, Virgilio},
  date = {2020},
  publisher = {{CRC Press}},
  url = {https://becarioprecario.bitbucket.io/inla-gitbook/},
  file = {/home/robin/Zotero/storage/N9JB9GQH/books.html}
}
@book{pebesma_spatial_2023,
  title = {Spatial {{Data Science}}: {{With Applications}} in {{R}}},
  shorttitle = {Spatial {{Data Science}}},
  author = {Pebesma, Edzer and Bivand, Roger},
  date = {2023},
  publisher = {{CRC Press}},
  url = {https://r-spatial.org/book/},
  file = {/home/robin/Zotero/storage/SZRBAVFN/books.html}
}
@book{wimberly_geographic_2023,
  title = {Geographic {{Data Science}} with {{R}}: {{Visualizing}} and {{Analyzing Environmental Change}}},
  shorttitle = {Geographic {{Data Science}} with {{R}}},
  author = {Wimberly, Michael C.},
  date = {2023},
  url = {https://bookdown.org/mcwimberly/gdswr-book/},
  urldate = {2023-05-06},
  abstract = {A book example for a Chapman \& Hall book.},
  file = {/home/robin/Zotero/storage/37CBYKT9/gdswr-book.html}
}

@article{horn_1981,
  author={Horn, B.K.P.},
  journal={Proceedings of the IEEE}, 
  title={Hill shading and the reflectance map}, 
  year={1981},
  volume={69},
  number={1},
  pages={14-47},
  doi={10.1109/PROC.1981.11918}}

@article{zevenbergen_1987,
author = {Zevenbergen, Lyle W. and Thorne, Colin R.},
title = {Quantitative analysis of land surface topography},
journal = {Earth Surface Processes and Landforms},
volume = {12},
number = {1},
pages = {47-56},
keywords = {Terrain analysis, Topography, Hydrological modelling},
doi = {https://doi.org/10.1002/esp.3290120107},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/esp.3290120107},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/esp.3290120107},
abstract = {Abstract Land surface topography significantly affects the processes of runoff and erosion. A system which determines slope, aspect, and curvature in both the down-slope and across-slope directions is developed for an altitude matrix. Also, the upslope drainage area and maximum drainage distance are determined for every point within the altitude matrix. A FORTRAN 66 program performs the analysis.},
year = {1987}
}

@book{dorman2020introduction,
  title={Introduction to web mapping},
  author={Dorman, Michael},
  year={2020},
  publisher={CRC Press},
  url={https://geobgu.xyz/web-mapping/}
}

@software{geopandas,
  author       = {Joris Van den Bossche and
                  Kelsey Jordahl and
                  Martin Fleischmann and
                  James McBride and
                  Jacob Wasserman and
                  Matt Richards and
                  Adrian Garcia Badaracco and
                  Alan D. Snow and
                  Jeff Tratner and
                  Jeffrey Gerard and
                  Brendan Ward and
                  Matthew Perry and
                  Carson Farmer and
                  Geir Arne Hjelle and
                  Mike Taves and
                  Ewout ter Hoeven and
                  Micah Cochran and
                  rraymondgh and
                  Sean Gillies and
                  Giacomo Caria and
                  Lucas Culbertson and
                  Ray Bell and
                  Matt Bartos and
                  Nick Eubank and
                  sangarshanan and
                  John Flavin and
                  Sergio Rey and
                  James Gardiner and
                  maxalbert and
                  Aleksey Bilogur},
  title        = {geopandas/geopandas: v0.14.0},
  month        = sep,
  year         = 2023,
  publisher    = {Zenodo},
  version      = {v0.14.0},
  doi          = {10.5281/zenodo.8348034},
  url          = {https://doi.org/10.5281/zenodo.8348034}
}

@software{shapely,
  author = {Sean Gillies and others},
  organization = {toblerity.org},
  title = {Shapely: manipulation and analysis of geometric objects},
  year =  {2007--},
  url = "https://github.com/Toblerity/Shapely"
}

@InProceedings{pandas,
  author    = { {W}es {M}c{K}inney },
  title     = { {D}ata {S}tructures for {S}tatistical {C}omputing in {P}ython },
  booktitle = { {P}roceedings of the 9th {P}ython in {S}cience {C}onference },
  pages     = { 56 - 61 },
  year      = { 2010 },
  editor    = { {S}t\'efan van der {W}alt and {J}arrod {M}illman },
  doi       = { 10.25080/Majora-92bf1922-00a }
}

@Article{numpy,
 title         = {Array programming with {NumPy}},
 author        = {Charles R. Harris and K. Jarrod Millman and St{\'{e}}fan J.
                 van der Walt and Ralf Gommers and Pauli Virtanen and David
                 Cournapeau and Eric Wieser and Julian Taylor and Sebastian
                 Berg and Nathaniel J. Smith and Robert Kern and Matti Picus
                 and Stephan Hoyer and Marten H. van Kerkwijk and Matthew
                 Brett and Allan Haldane and Jaime Fern{\'{a}}ndez del
                 R{\'{i}}o and Mark Wiebe and Pearu Peterson and Pierre
                 G{\'{e}}rard-Marchant and Kevin Sheppard and Tyler Reddy and
                 Warren Weckesser and Hameer Abbasi and Christoph Gohlke and
                 Travis E. Oliphant},
 year          = {2020},
 month         = sep,
 journal       = {Nature},
 volume        = {585},
 number        = {7825},
 pages         = {357--362},
 doi           = {10.1038/s41586-020-2649-2},
 publisher     = {Springer Science and Business Media {LLC}},
 url           = {https://doi.org/10.1038/s41586-020-2649-2}
}

@ARTICLE{scipy,
  author  = {Virtanen, Pauli and Gommers, Ralf and Oliphant, Travis E. and
            Haberland, Matt and Reddy, Tyler and Cournapeau, David and
            Burovski, Evgeni and Peterson, Pearu and Weckesser, Warren and
            Bright, Jonathan and {van der Walt}, St{\'e}fan J. and
            Brett, Matthew and Wilson, Joshua and Millman, K. Jarrod and
            Mayorov, Nikolay and Nelson, Andrew R. J. and Jones, Eric and
            Kern, Robert and Larson, Eric and Carey, C J and
            Polat, {\.I}lhan and Feng, Yu and Moore, Eric W. and
            {VanderPlas}, Jake and Laxalde, Denis and Perktold, Josef and
            Cimrman, Robert and Henriksen, Ian and Quintero, E. A. and
            Harris, Charles R. and Archibald, Anne M. and
            Ribeiro, Ant{\^o}nio H. and Pedregosa, Fabian and
            {van Mulbregt}, Paul and {SciPy 1.0 Contributors}},
  title   = {{{SciPy} 1.0: Fundamental Algorithms for Scientific
            Computing in Python}},
  journal = {Nature Methods},
  year    = {2020},
  volume  = {17},
  pages   = {261--272},
  adsurl  = {https://rdcu.be/b08Wh},
  doi     = {10.1038/s41592-019-0686-2},
}

@manual{cartopy,
author = {{Met Office}},
title = {Cartopy: a cartographic python library with a Matplotlib interface},
year = {2010-2015},
address = {Exeter, Devon },
url = {https://scitools.org.uk/cartopy}
}

@article{osmnx,
title = {OSMnx: New methods for acquiring, constructing, analyzing, and visualizing complex street networks},
journal = {Computers, Environment and Urban Systems},
volume = {65},
pages = {126-139},
year = {2017},
issn = {0198-9715},
doi = {https://doi.org/10.1016/j.compenvurbsys.2017.05.004},
url = {https://www.sciencedirect.com/science/article/pii/S0198971516303970},
author = {Geoff Boeing},
keywords = {Street network, Urban form, Urban design, Transportation, Resilience, OpenStreetMap, GIS, Complex networks, Visualization, Python}
}

@article{matplotlib,
  Author    = {Hunter, J. D.},
  Title     = {Matplotlib: A 2D graphics environment},
  Journal   = {Computing in Science \& Engineering},
  Volume    = {9},
  Number    = {3},
  Pages     = {90--95},
  abstract  = {Matplotlib is a 2D graphics package used for Python for
  application development, interactive scripting, and publication-quality
  image generation across user interfaces and operating systems.},
  publisher = {IEEE COMPUTER SOC},
  doi       = {10.1109/MCSE.2007.55},
  year      = 2007
}