Photo of Dr Daniel Arribas-Bel

Dr Daniel Arribas-Bel PhD

Senior Lecturer in Geographic Data Science Geography and Planning

Publications

2020

Using convolutional autoencoders to extract visual features of leisure and retail environments (Journal article)

Comber, S., Arribas-Bel, D., Singleton, A., & Dolega, L. (2020). Using convolutional autoencoders to extract visual features of leisure and retail environments. LANDSCAPE AND URBAN PLANNING, 202. doi:10.1016/j.landurbplan.2020.103887

DOI: 10.1016/j.landurbplan.2020.103887

Sustainable Development Goal Relational Modelling: Introducing the SDG-CAP Methodology (Conference Paper)

Coenen, F., Alharbi, Y., & Arribas-Bel, D. (2020). Sustainable Development Goal Relational Modelling: Introducing the SDG-CAP Methodology. In Lecture Notes in Computer Science Vol. 12393 (pp. 183-196). Bratislava, Slovakia: Springer Nature.

Key questions for modelling COVID-19 exit strategies. (Journal article)

Thompson, R. N., Hollingsworth, T. D., Isham, V., Arribas-Bel, D., Ashby, B., Britton, T., . . . Restif, O. (2020). Key questions for modelling COVID-19 exit strategies.. Proceedings. Biological sciences, 287(1932), 20201405. doi:10.1098/rspb.2020.1405

DOI: 10.1098/rspb.2020.1405

Classification and Regression via Integer Optimization for Neighborhood Change (Journal article)

Olson, A. W., Zhang, K., Calderon-Figueroa, F., Yakubov, R., Sanner, S., Silver, D., & Arribas-Bel, D. (2020). Classification and Regression via Integer Optimization for Neighborhood Change. Geographical Analysis. doi:10.1111/gean.12252

DOI: 10.1111/gean.12252

Building Hierarchies of Retail Centers Using Bayesian Multilevel Models (Journal article)

Comber, S., Arribas-Bel, D., Singleton, A., Dong, G., & Dolega, L. (2020). Building Hierarchies of Retail Centers Using Bayesian Multilevel Models. ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS, 110(4), 1150-1173. doi:10.1080/24694452.2019.1667219

DOI: 10.1080/24694452.2019.1667219

Building Hierarchies of Retail Centers Using Bayesian Multilevel Models (Journal article)

Arribas-Bel, D., Comber, S., Dong, G., Singleton, A., & Dolega, L. (n.d.). Building Hierarchies of Retail Centers Using Bayesian Multilevel Models. Annals of the Association of American Geographers. doi:10.1080/24694452.2019.1667219

DOI: 10.1080/24694452.2019.1667219

Professor Ronald John Johnston OBE, FAcSS, FBA (1941-2020) Obituary (Journal article)

See, L., Batty, M., Alvanides, S., Arribas-Bel, D., & Wolf, L. (2020). Professor Ronald John Johnston OBE, FAcSS, FBA (1941-2020) Obituary. ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 47(6), 937-938. doi:10.1177/2399808320943989

DOI: 10.1177/2399808320943989

Considering context and dynamics: A classification of transit-orientated development for New York City (Journal article)

Liu, Y., Singleton, A., & Arribas-Bel, D. (2020). Considering context and dynamics: A classification of transit-orientated development for New York City. JOURNAL OF TRANSPORT GEOGRAPHY, 85. doi:10.1016/j.jtrangeo.2020.102711

DOI: 10.1016/j.jtrangeo.2020.102711

Quantifying the Characteristics of the Local Urban Environment through Geotagged Flickr Photographs and Image Recognition (Journal article)

Chen, M., Arribas-Bel, D., & Singleton, A. (2020). Quantifying the Characteristics of the Local Urban Environment through Geotagged Flickr Photographs and Image Recognition. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 9(4). doi:10.3390/ijgi9040264

DOI: 10.3390/ijgi9040264

splot - visual analytics for spatial statistics (Journal article)

Lumnitz, S., Arribas-Bell, D., Cortes, R., Gaboardi, J., Griess, V., Kang, W., . . . Rey, S. (2020). splot - visual analytics for spatial statistics. Journal of Open Source Software, 5(47), 1882. doi:10.21105/joss.01882

DOI: 10.21105/joss.01882

2019

Building(s and) cities: Delineating urban areas with a machine learning algorithm (Journal article)

Arribas-Bel, D., Garcia-Lopez, M. -A., & Viladecans-Marsal, E. (2019). Building(s and) cities: Delineating urban areas with a machine learning algorithm. Journal of Urban Economics. doi:10.1016/j.jue.2019.103217

DOI: 10.1016/j.jue.2019.103217

A Hierarchical Urban Forest Index Using Street-Level Imagery and Deep Learning (Journal article)

Stubbings, P., Peskett, J., Rowe, F. R., & Arribas-Bel, D. (2019). A Hierarchical Urban Forest Index Using Street-Level Imagery and Deep Learning. Remote Sensing, 11(12). doi:10.3390/rs11121395

DOI: 10.3390/rs11121395

A principal component analysis (PCA)-based framework for automated variable selection in geodemographic classification (Journal article)

Liu, Y., Singleton, A., & Arribas-Bel, D. (2019). A principal component analysis (PCA)-based framework for automated variable selection in geodemographic classification. Geo-Spatial Information Science. doi:10.1080/10095020.2019.1621549

DOI: 10.1080/10095020.2019.1621549

A course on Geographic Data Science (Journal article)

Arribas-Bel, D. (2019). A course on Geographic Data Science. Journal of Open Source Education, 2(14), 42. doi:10.21105/jose.00042

DOI: 10.21105/jose.00042

Machine learning innovations in address matching: A practical comparison of word2vec and CRFs (Journal article)

Comber, S., & Arribas-Bel, D. (2019). Machine learning innovations in address matching: A practical comparison of word2vec and CRFs. Transactions in GIS, 23(2), 334-348. doi:10.1111/tgis.12522

DOI: 10.1111/tgis.12522

Geographic Data Science (Journal article)

Singleton, A., & Arribas-Bel, D. (2019). Geographic Data Science. Geographical Analysis: an international journal of theoretical geography, Special Issue(0), 1-15. doi:10.1111/gean.12194

DOI: 10.1111/gean.12194

Buy online collect in-store: Exploring grocery click & collect using a national case study (Journal article)

Davies, A. E., Dolega, L., & Arribas-Bel, D. (2019). Buy online collect in-store: Exploring grocery click & collect using a national case study. International Journal of Retail & Distribution Management, 47(3), 278-291. doi:10.1108/IJRDM-01-2018-0025

DOI: 10.1108/IJRDM-01-2018-0025

Understanding the dynamics of urban areas of interest through volunteered geographic information (Journal article)

Chen, M., Arribas-Bel, D., & Singleton, A. (2019). Understanding the dynamics of urban areas of interest through volunteered geographic information. JOURNAL OF GEOGRAPHICAL SYSTEMS, 21(1), 89-109. doi:10.1007/s10109-018-0284-3

DOI: 10.1007/s10109-018-0284-3

Policy Brief: Neighbourhood Change and Trajectories of Inequality in Britain, 1971-2011 (Report)

Rowe, F. R., Patias, N., & Arribas-Bel, D. (2019). Policy Brief: Neighbourhood Change and Trajectories of Inequality in Britain, 1971-2011.

Inferring neighbourhood quality with property transaction records by using a locally adaptive spatial multi-level model (Journal article)

Dong, G., Wolf, L., Alexiou, A., & Arribas-Bel, D. (2019). Inferring neighbourhood quality with property transaction records by using a locally adaptive spatial multi-level model. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 73, 118-125. doi:10.1016/j.compenvurbsys.2018.09.003

DOI: 10.1016/j.compenvurbsys.2018.09.003

Introduction to new Editors (Journal article)

Arribas-Bel, D., & Alvanides, S. (2019). Introduction to new Editors. ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 46(1), 8. doi:10.1177/2399808318820153

DOI: 10.1177/2399808318820153

Sustainable Development Goal Attainment Prediction: A Hierarchical Framework using Time Series Modelling (Conference Paper)

Alharbi, Y., Arribas-Be, D., & Coenen, F. (2019). Sustainable Development Goal Attainment Prediction: A Hierarchical Framework using Time Series Modelling. In Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. SCITEPRESS - Science and Technology Publications. doi:10.5220/0008067202970304

DOI: 10.5220/0008067202970304

2018

Spatial dynamics of cultural diversity in the Netherlands (Journal article)

Arribas-Bel, D., & Bakens, J. (2018). Spatial dynamics of cultural diversity in the Netherlands. ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 45(6), 1142-1156. doi:10.1177/2399808318783748

DOI: 10.1177/2399808318783748

Geography and computers: Past, present, and future (Journal article)

Arribas-Bel, D., & Reades, J. (2018). Geography and computers: Past, present, and future. GEOGRAPHY COMPASS, 12(10). doi:10.1111/gec3.12403

DOI: 10.1111/gec3.12403

Use and validation of location-based services in urban research: An example with Dutch restaurants (Journal article)

Arribas-Bel, D., & Bakens, J. (2018). Use and validation of location-based services in urban research: An example with Dutch restaurants. Urban Studies. doi:10.1177/0042098018779554

DOI: 10.1177/0042098018779554

Big Urban Data: Challenges and Opportunities for Geographical Analysis (Journal article)

Arribas-Bel, D., & Tranos, E. (2018). Big Urban Data: Challenges and Opportunities for Geographical Analysis. GEOGRAPHICAL ANALYSIS, 50(2), 123-124. doi:10.1111/gean.12157

DOI: 10.1111/gean.12157

Characterizing the Spatial Structure(s) of Cities “on the fly”: the Space-Time Calendar (Journal article)

Arribas-Bel., & Tranos, E. (n.d.). Characterizing the Spatial Structure(s) of Cities “on the fly”: the Space-Time Calendar. Geographical Analysis: an international journal of theoretical geography. doi:10.1111/gean.12137

DOI: 10.1111/gean.12137

Demographic Aging and Employment Dynamics in German Regions: Modeling Regional Heterogeneity (Chapter)

Graaff, T. D., Arribas-Bel, D., & Ozgen, C. (2018). Demographic Aging and Employment Dynamics in German Regions: Modeling Regional Heterogeneity. In Advances in Spatial Science (pp. 211-231). Springer International Publishing. doi:10.1007/978-3-319-68563-2_11

DOI: 10.1007/978-3-319-68563-2_11

Stochastic Efficiency of Bayesian Markov Chain Monte Carlo in Spatial Econometric Models: An Empirical Comparison of Exact Sampling Methods (Journal article)

Wolf, L. J., Anselin, L., & Arribas-Bel, D. (2018). Stochastic Efficiency of Bayesian Markov Chain Monte Carlo in Spatial Econometric Models: An Empirical Comparison of Exact Sampling Methods. GEOGRAPHICAL ANALYSIS, 50(1), 97-119. doi:10.1111/gean.12135

DOI: 10.1111/gean.12135

2017

"Waiting on the train": The anticipatory (causal) effects of Crossrail in Ealing (Journal article)

Comber, S., & Arribas-Bel, D. (2017). "Waiting on the train": The anticipatory (causal) effects of Crossrail in Ealing. JOURNAL OF TRANSPORT GEOGRAPHY, 64, 13-22. doi:10.1016/j.jtrangeo.2017.08.004

DOI: 10.1016/j.jtrangeo.2017.08.004

More bark than bytes? Reflections on 21+ years of geocomputation (Journal article)

Arribas-Bel., Richard Harris., David O'Sullivan., Mark Gahegan., Martin Charlton., Lex Comber., . . . Andy Evans. (2017). More bark than bytes? Reflections on 21+ years of geocomputation. Environment and Planning B: Planning and Design. doi:10.1177/2399808317710132

DOI: 10.1177/2399808317710132

Remote sensing-based measurement of Living Environment Deprivation: Improving classical approaches with machine learning (Journal article)

Arribas-Bel, D., Patino, J. E., & Duque, J. C. (2017). Remote sensing-based measurement of Living Environment Deprivation: Improving classical approaches with machine learning. PLoS One, 12(5). doi:10.1371/journal.pone.0176684

DOI: 10.1371/journal.pone.0176684

Review of: London: The Information Capital: 100 Maps and Graphics That Will Change How You View the City. James Cheshire and Oliver Uberti. London: Particular Books (Penguin), 2014. 240. Hardcover, £18.75. ISBN-101846148472. (Book Review)

Arribas-Bel, D. (2017). London: The Information Capital: 100 Maps and Graphics That Will Change How You View the City. PAPERS IN REGIONAL SCIENCE, 96(1), 223-224. doi:10.1111/pirs.12281

DOI: 10.1111/pirs.12281

Looking at John Snow’s Cholera Map from the Twenty First Century: A Practical Primer on Reproducibility and Open Science (Chapter)

Arribas-Bel, D., de Graaff, T., & Rey, S. J. (2017). Looking at John Snow’s Cholera Map from the Twenty First Century: A Practical Primer on Reproducibility and Open Science. In Regional Research Frontiers - Vol. 2 (pp. 283-306). Springer International Publishing. doi:10.1007/978-3-319-50590-9_17

DOI: 10.1007/978-3-319-50590-9_17

2016

How diverse can measures of segregation be? Results from Monte Carlo simulations of an agent-based model (Journal article)

Arribas-Bel, D., Nijkamp, P., & Poot, J. (2016). How diverse can measures of segregation be? Results from Monte Carlo simulations of an agent-based model. ENVIRONMENT AND PLANNING A, 48(10), 2046-2066. doi:10.1177/0308518X16653402

DOI: 10.1177/0308518X16653402

Spatial Variation in the Quality of American Community Survey Estimates (Journal article)

Folch, D. C., Arribas-Bel, D., Koschinsky, J., & Spielman, S. E. (2016). Spatial Variation in the Quality of American Community Survey Estimates. DEMOGRAPHY, 53, 1535-1554. doi:10.1007/s13524-016-0499-1

DOI: 10.1007/s13524-016-0499-1

The sociocultural sources of urban buzz (Journal article)

Arribas-Bel, D., Kourtit, K., & Nijkamp, P. (2016). The sociocultural sources of urban buzz. ENVIRONMENT AND PLANNING C-GOVERNMENT AND POLICY, 34(1), 188-204. doi:10.1177/0263774X15614711

DOI: 10.1177/0263774X15614711

Geocomputation: A Practical Primer, edited by Chris Brunson and Alex Singleton. 2015. London: Sage Publication Ltd. 369+xx. ISBN: 9781446272930. $52.00. (Journal article)

Arribas-Bel, D. (2016). Geocomputation: A Practical Primer, edited by Chris Brunson and Alex Singleton. 2015. London: Sage Publication Ltd. 369+xx. ISBN: 9781446272930. $52.00.. Journal of Regional Science, 56(1), 176-178.

Geocomputation: A Practical Primer (Journal article)

Arribas-Bel, D. (2016). Geocomputation: A Practical Primer. JOURNAL OF REGIONAL SCIENCE, 56(1), 176-178. doi:10.1111/jors.12244

DOI: 10.1111/jors.12244

2015

Cyber Cities: Social Media as a Tool for Understanding Cities (Journal article)

Arribas-Bel, D., Kourtit, K., Nijkamp, P., & Steenbruggen, J. (2015). Cyber Cities: Social Media as a Tool for Understanding Cities. APPLIED SPATIAL ANALYSIS AND POLICY, 8(3), 231-247. doi:10.1007/s12061-015-9154-2

DOI: 10.1007/s12061-015-9154-2

WooW-II: Workshop on open workflows (Journal article)

Arribas-Bel, D., & De Graaff, T. (n.d.). WooW-II: Workshop on open workflows. REGION, 2(2), 1. doi:10.18335/region.v2i2.85

DOI: 10.18335/region.v2i2.85

From manufacturing belt, to rust belt, to college country: a visual narrative of US urban growth (Journal article)

Arribas-Bel, D., & Gerritse, M. (2015). From manufacturing belt, to rust belt, to college country: a visual narrative of US urban growth. Unknown Journal, 47(6), 1241-1253.

Review: Creative Economies in Post-Industrial Cities; Manufacturing a (Different) Scene, Simulation of Complex Systems in GIS, the Data Revolution: Big Data, Open Data, Data Infrastructures and Their Consequences (Journal article)

Brydges, T., Arribas-Bel, D., & Cinnamon, J. (2015). Review: Creative Economies in Post-Industrial Cities; Manufacturing a (Different) Scene, Simulation of Complex Systems in GIS, the Data Revolution: Big Data, Open Data, Data Infrastructures and Their Consequences. Unknown Journal, 42(3), 564-567.

Migrant Entrepreneurs as Urban ‘Health Angels’ — Contrasts in Growth Strategies (Journal article)

Kourtit, K., Nijkamp, P., & Arribas-Bel, D. (2015). Migrant Entrepreneurs as Urban ‘Health Angels’ — Contrasts in Growth Strategies. International Planning Studies, 20(1-2), 71-86. doi:10.1080/13563475.2014.942496

DOI: 10.1080/13563475.2014.942496

The Size Distribution of Employment Centers within the US Metropolitan Areas (Journal article)

Arribas-Bel, D., Ramos, A., & Sanz-Gracia, F. (2015). The Size Distribution of Employment Centers within the US Metropolitan Areas. Unknown Journal, 42(1), 23-39.

From manufacturing belt, to rust belt, to college country: a visual narrative of US urban growth (Journal article)

Arribas-Bel, D., & Gerritse, M. (2015). From manufacturing belt, to rust belt, to college country: a visual narrative of US urban growth. ENVIRONMENT AND PLANNING A-ECONOMY AND SPACE, 47(6), 1241-1253. doi:10.1068/a140387p

DOI: 10.1068/a140387p

Simulation of Complex Systems in GIS (Journal article)

Arribas-Bel, D. (2015). Simulation of Complex Systems in GIS. ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 42(3), 565-566. Retrieved from http://gateway.webofknowledge.com/

The size distribution of employment centers within the US Metropolitan Areas (Journal article)

Arribas-Bel, D., Ramos, A., & Sanz-Gracia, F. (2015). The size distribution of employment centers within the US Metropolitan Areas. ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 42(1), 23-39. doi:10.1068/b39038

DOI: 10.1068/b39038

The spoken postcodes (Journal article)

Arribas-Bel, D. (2015). The spoken postcodes. Regional Studies, Regional Science, 2(1), 458-461. doi:10.1080/21681376.2015.1067151

DOI: 10.1080/21681376.2015.1067151

2014

The validity of the monocentric city model in a polycentric age: US metropolitan areas in 1990, 2000 and 2010 (Journal article)

Arribas-Bel, D., & Sanz-Gracia, F. (2014). The validity of the monocentric city model in a polycentric age: US metropolitan areas in 1990, 2000 and 2010. Urban Geography, 35(7), 980-997. doi:10.1080/02723638.2014.940693

DOI: 10.1080/02723638.2014.940693

How Diverse can Spatial Measures of Cultural Diversity be? Results from Monte Carlo Simulations on an Agent-Based Model (Scholarly edition)

Arribas-Bel, D., Nijkamp, P., & Poot, J. (2014). How Diverse can Spatial Measures of Cultural Diversity be? Results from Monte Carlo Simulations on an Agent-Based Model.

Spatial data, analysis, and regression - a mini course (Journal article)

Arribas-Bel, D. (n.d.). Spatial data, analysis, and regression - a mini course. REGION, 1(1), 1. doi:10.18335/region.v1i1.42

DOI: 10.18335/region.v1i1.42

How Diverse Can Spatial Measures of Cultural Diversity Be? Results from Monte Carlo Simulations on an Agent-Based Model (Journal article)

Arribas-Bel, D., Nijkamp, P., & Poot, J. (2014). How Diverse Can Spatial Measures of Cultural Diversity Be? Results from Monte Carlo Simulations on an Agent-Based Model.

Accidental, open and everywhere: Emerging data sources for the understanding of cities (Journal article)

Arribas-Bel, D. (2014). Accidental, open and everywhere: Emerging data sources for the understanding of cities. APPLIED GEOGRAPHY, 49, 45-53. doi:10.1016/j.apgeog.2013.09.012

DOI: 10.1016/j.apgeog.2013.09.012