Gavin McArdle

2.9k total citations · 2 hit papers
79 papers, 1.7k citations indexed

About

Gavin McArdle is a scholar working on Transportation, Geography, Planning and Development and Signal Processing. According to data from OpenAlex, Gavin McArdle has authored 79 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 32 papers in Transportation, 18 papers in Geography, Planning and Development and 14 papers in Signal Processing. Recurrent topics in Gavin McArdle's work include Human Mobility and Location-Based Analysis (28 papers), Geographic Information Systems Studies (18 papers) and Data Management and Algorithms (12 papers). Gavin McArdle is often cited by papers focused on Human Mobility and Location-Based Analysis (28 papers), Geographic Information Systems Studies (18 papers) and Data Management and Algorithms (12 papers). Gavin McArdle collaborates with scholars based in Ireland, Iran and United States. Gavin McArdle's co-authors include Rob Kitchin, Michela Bertolotto, Tracey P. Lauriault, Teresa Monahan, Hamidreza Rabiei‐Dastjerdi, Lina Xu, Sophia Maalsen, Ali Tahir, Saeid B. Amini and Andrea Ballatore and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Expert Systems with Applications.

In The Last Decade

Gavin McArdle

74 papers receiving 1.6k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Knowing and governing cities through urban indicators, city benchmarking and real-time dashboards

2015 386 citations Rob Kitchin, Gavin McArdle et al. profile →
What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets

2016 326 citations Rob Kitchin, Gavin McArdle Big Data & Society profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Gavin McArdle Ireland	17	416	299	235	207	195	79	1.7k
Sven Casteleyn Spain	19	199 0.5×	301 1.0×	287 1.2×	349 1.7×	89 0.5×	84	1.6k
Silvia Mirri Italy	24	237 0.6×	104 0.3×	178 0.8×	231 1.1×	197 1.0×	147	1.7k
Mónica Wachowicz Canada	18	951 2.3×	800 2.7×	195 0.8×	229 1.1×	42 0.2×	93	2.5k
Sehl Mellouli Canada	18	648 1.6×	1.3k 4.4×	327 1.4×	308 1.5×	40 0.2×	74	2.6k
Daren C. Brabham United States	13	160 0.4×	131 0.4×	683 2.9×	309 1.5×	96 0.5×	19	3.1k
Shawn Walker United States	9	556 1.3×	1.0k 3.5×	377 1.6×	165 0.8×	35 0.2×	25	2.0k
Andrew Hudson‐Smith United Kingdom	15	131 0.3×	59 0.2×	129 0.5×	145 0.7×	192 1.0×	77	947
Karine Nahon United States	9	546 1.3×	1.0k 3.4×	154 0.7×	149 0.7×	32 0.2×	21	1.6k
Peter Mooney Ireland	28	736 1.8×	119 0.4×	175 0.7×	171 0.8×	44 0.2×	118	2.8k
Tracey P. Lauriault Canada	11	228 0.5×	210 0.7×	179 0.8×	77 0.4×	45 0.2×	20	805

Countries citing papers authored by Gavin McArdle

Since Specialization

Citations

This map shows the geographic impact of Gavin McArdle's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gavin McArdle with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gavin McArdle more than expected).

Fields of papers citing papers by Gavin McArdle

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gavin McArdle. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gavin McArdle. The network helps show where Gavin McArdle may publish in the future.

Co-authorship network of co-authors of Gavin McArdle

This figure shows the co-authorship network connecting the top 25 collaborators of Gavin McArdle. A scholar is included among the top collaborators of Gavin McArdle based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gavin McArdle. Gavin McArdle is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Rabiei‐Dastjerdi, Hamidreza, et al.. (2024). Answering new urban questions: Using eXplainable AI-driven analysis to identify determinants of Airbnb price in Dublin. Expert Systems with Applications. 260. 125360–125360. 2 indexed citations

McArdle, Gavin, et al.. (2024). Envisioning sustainable urban mobility in Dublin: Stakeholder perspectives and system dynamics. Transportation Research Interdisciplinary Perspectives. 28. 101280–101280. 3 indexed citations

Gupta, Punit, Hamidreza Rabiei‐Dastjerdi, & Gavin McArdle. (2024). Mapping Activity-Based Segregation of Names in Dublin Using Google Point of Interest Data. SHILAP Revista de lepidopterología. 18–18. 1 indexed citations

Gupta, Punit, et al.. (2024). Neural network inspired efficient scalable task scheduling for cloud infrastructure. SHILAP Revista de lepidopterología. 4. 268–279. 2 indexed citations

McArdle, Gavin, et al.. (2024). Hedgerows Monitoring in Remote Sensing: A Comprehensive Review. IEEE Access. 12. 156184–156207. 3 indexed citations

Rabiei‐Dastjerdi, Hamidreza, et al.. (2023). MEASURING SPATIAL ACCESSIBILITY TO HEALTHCARE FACILITIES IN ISFAHAN METROPOLITAN AREA IN IRAN. SHILAP Revista de lepidopterología. X-4/W1-2022. 623–630. 4 indexed citations

Amini, Saeid B., et al.. (2022). Environmental Conditions in Middle Eastern Megacities: A Comparative Spatiotemporal Analysis Using Remote Sensing Time Series. Remote Sensing. 14(22). 5834–5834. 9 indexed citations

Rabiei‐Dastjerdi, Hamidreza, Saeid B. Amini, Gavin McArdle, & Saeid Homayouni. (2022). City-region or city? That is the question: modelling sprawl in Isfahan using geospatial data and technology. GeoJournal. 88(S1). 135–155. 22 indexed citations

Rabiei‐Dastjerdi, Hamidreza, et al.. (2022). Spatiotemporal Analysis of NO2 Production Using TROPOMI Time-Series Images and Google Earth Engine in a Middle Eastern Country. Remote Sensing. 14(7). 1725–1725. 30 indexed citations

10.

Rabiei‐Dastjerdi, Hamidreza, et al.. (2022). Emerging paradigm shift in urban indicators: Integration of the vertical dimension. Journal of Environmental Management. 316. 115234–115234. 7 indexed citations

11.

Rabiei‐Dastjerdi, Hamidreza, et al.. (2022). USER-GENERATED DATA IN CULTURAL MAPPING: ANALYZING GOOGLE POINT OF INTEREST REVIEWS IN DUBLIN. SHILAP Revista de lepidopterología. V-4-2022. 107–112. 5 indexed citations

12.

Benassi, Federico, et al.. (2022). Spatio-temporal variations and contextual factors of the supply of Airbnb in Rome. An initial investigation. Letters in Spatial and Resource Sciences. 15(2). 237–253. 8 indexed citations

13.

Rabiei‐Dastjerdi, Hamidreza, Gavin McArdle, & William Hynes. (2022). Which came first, the gentrification or the Airbnb? Identifying spatial patterns of neighbourhood change using Airbnb data. Habitat International. 125. 102582–102582. 27 indexed citations

14.

McArdle, Gavin, et al.. (2021). Transferable Graph Neural Networks for Inferring Road Type Attributes in Street Networks. IEEE Access. 9. 158331–158339. 5 indexed citations

15.

McArdle, Gavin, et al.. (2021). Towards Robust Representations of Spatial Networks Using Graph Neural Networks. Applied Sciences. 11(15). 6918–6918. 11 indexed citations

16.

Rabiei‐Dastjerdi, Hamidreza & Gavin McArdle. (2021). Novel Exploratory Spatiotemporal Analysis to Identify Sociospatial Patterns at Small Areas Using Property Transaction Data in Dublin. Land. 10(6). 566–566. 8 indexed citations

17.

McArdle, Gavin, et al.. (2020). Improved Graph Neural Networks for Spatial Networks Using Structure-Aware Sampling. ISPRS International Journal of Geo-Information. 9(11). 674–674. 10 indexed citations

18.

Kitchin, Rob & Gavin McArdle. (2016). What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets. Big Data & Society. 3(1). 326 indexed citations breakdown →

19.

McArdle, Gavin & Rob Kitchin. (2016). THE DUBLIN DASHBOARD: DESIGN AND DEVELOPMENT OF A REAL-TIMEANALYTICAL URBAN DASHBOARD. SHILAP Revista de lepidopterología. IV-4/W1. 19–25. 30 indexed citations

20.

McArdle, Gavin, Teresa Monahan, & Michela Bertolotto. (2006). 3D Collaborative virtual environments for e-learning and m-learning. 1–6. 10 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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