OOIR: Observatory of International Research

Papers

(The TQCC of Cartography and Geographic Information Science is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Understanding trust in climate change communication: the role of user characteristics and decision time	66
Keeping walls straight: data model and training set size matter for deep learning in building generalization	62
A conceptual framework for developing dashboards for big mobility data	22
Where is Huaqiangbei? Identifying the evolutional vague region of urban business district using toponym co-occurrence on web pages with multiple time series	22
Animated transitions between proportional symbol and choropleth representations on multiscale thematic maps	22
A chorem-based approach to visualizing COVID-19-related data	21
MapLayNet: map layout representation learning using weakly supervised structure-aware graph neural networks	21
Bringing ethics to cartography and geographic information science: AutoCarto 2022	21
A systematic approach for assessing the importance of visual differences in reproduced maps	20
SNoMaN: a visual analytic tool for spatial social network mapping and analysis	16
Bringing spatial interaction measures into multi-criteria assessment of redistricting plans using interactive web mapping	15
Exploring the impact of spatial autocorrelation on optimistic bias in cross-validation and assessing the effectiveness of spatial cross-validation	14
Characterizing behaviors of territorial-dispute-related mapping in OpenStreetMap	14
Using open geographic information science practices to create cascading improvements in research quality and to support discovery	14
A fast grid generation algorithm for local irregular parts of hexagonal discrete global grid systems	12
Methodical testing of tactile cartographic signs in isolation and in context	12
A framework to evaluate the effectiveness of web-based geo-participation tools as a public participation technique	12
Geography for AI sustainability and sustainability for GeoAI	11
Turning implicit into explicit: does it matter if the rainbow color schemes are continuous or discrete? A case study with 2D and 3D permafrost visualizations	11
Producing accessible intersection maps for people with visual impairments: an initial evaluation of a semi-automated approach	11
Georeferencing historical maps using local feature matching and Delaunay consistency	10
Reproducible visualization strategies for spatially varying coefficient (SVC) models: incorporating uncertainty and assessing replicability	10
Geovisualization of artificial land use in European cities in 2018, with urban scaling laws	10
Continuous multi-scale transformation of building footprints	9
Comparison of font size and background color strategies for tag weights on tag maps	9

Techniques, challenges, and opportunities in mobile thematic map design for data journalism	9
Cognitive hierarchical matching approach for multi-scale buildings based on dynamic simulated generalization algorithm and iterative position adjustment	9
TransMI: a transfer-learning method for generalized map information evaluation	8
Detecting dynamic visual attention in augmented reality aided navigation environment based on a multi-feature integration fully convolutional network	8
A web-based spatial decision support system of COVID-19 wastewater surveillance on a university campus	8
Schematizing car routes with their surrounding street network	8
Beyond mapping: extend the role of cartographers to user interface designers in the Metaverse using virtual reality, augmented reality, and mixed reality	8
Thanks to Reviewers: 1 July 2019 – 31 August 2024	8
Digital literary mapping: exploring user needs and pedagogical potentials in literary geographies with the ImagiNation map tool	8
A novel approach to mapping place using a Holocaust survivor testimony	8
Design Techniques for COVID-19 Story Maps: A Quantitative Content Analysis	7
Machine learning in cartography	7
Construction of a small-scale relief shading neural network model based on the attention mechanism	7
Evaluating the potential of profiling users from visual behavior data in pedestrian navigation	7
DeepMapScaler: a workflow of deep neural networks for the generation of generalised maps	7
A deep learning approach for polyline and building simplification based on graph autoencoder with flexible constraints	6
Why we can read maps	6
Identification of generic name-derived semantic relationships of geographical entities	6
Inferring implicit 3D representations from human figures on pictorial maps	6
Optimizing electric vehicle supply equipment allocation through GIS-Based multi-criteria decision analysis in an urban environment	6
Detection of discrepancies between nautical charts and new survey data using GIS techniques	6
Campus cultural landscape map: design and user experience measurement	6
A geographical and content-based approach to prioritize relevant and reliable tweets for emergency management	6
MixMap : a user-driven approach to place-based semantic similarity	5
MapGenerator: a framework for learning a diffusion model for text promptable map generation	5
Non-contact map interaction configuration optimization	5
Practicing community-based research in GIScience and geography – a case study with an Indigenous community, best practices, challenges, and lessons learned	5
Automating the external placement of symbols for point features in situation maps for emergency response	5
How to represent landmark trees in digital 3D maps? An automated workflow and user study	5
Multi-task deep learning strategy for map-type classification	5
Mid-Air Gesture interaction for mobile map-making: design and comparative evaluation with Touchscreen interaction	5
Improving intuitiveness in geoscience hazard maps: a web-based experiment supporting governmental map development	5
Contour matching for multisource terrain data based on morphological classification and unsupervised learning	5
A web-based geovisualization framework for exploratory analysis of individual VGI contributor’s participation characteristics	5
Semantic-aware automatic extraction method for bottom sediment annotations in raster nautical charts	5
Thematic tactile maps for accessible flood mitigation planning: design and evaluation	5