{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T22:14:38Z","timestamp":1780956878873,"version":"3.54.1"},"reference-count":67,"publisher":"MDPI AG","issue":"8","license":[{"start":{"date-parts":[[2025,8,5]],"date-time":"2025-08-05T00:00:00Z","timestamp":1754352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Natural Science Foundation of China","award":["72201128"],"award-info":[{"award-number":["72201128"]}]},{"name":"National Natural Science Foundation of China","award":["2023M730483"],"award-info":[{"award-number":["2023M730483"]}]},{"name":"China Postdoctoral Science Foundation","award":["72201128"],"award-info":[{"award-number":["72201128"]}]},{"name":"China Postdoctoral Science Foundation","award":["2023M730483"],"award-info":[{"award-number":["2023M730483"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGI"],"abstract":"<jats:p>As geographic information visualization continues to gain prominence, dynamic symbols are increasingly employed in map-based applications. However, the optimal visual coding for dynamic point symbols\u2014particularly concerning encoding type, animation rate, and modulation area\u2014remains underexplored. This study examines how these factors influence user performance in visual search tasks through two eye-tracking experiments. Experiment 1 investigated the effects of two visual coding factors: encoding types (flashing, pulsation, and lightness modulation) and animation rates (low, medium, and high). Experiment 2 focused on the interaction between encoding types and modulation areas (fill, contour, and entire symbol) under a fixed animation rate condition. The results revealed that search performance deteriorates as the animation rate of the fastest target symbol exceeds 10 fps. Flashing and lightness modulation outperformed pulsation, and modulation areas significantly impacted efficiency and accuracy, with notable interaction effects. Based on the experimental results, three visual coding strategies are recommended for optimal performance in map-based interfaces: contour pulsation, contour flashing, and entire symbol lightness modulation. These findings provide valuable insights for optimizing the design of dynamic point symbols, contributing to improved user engagement and task performance in cartographic and geovisual applications.<\/jats:p>","DOI":"10.3390\/ijgi14080305","type":"journal-article","created":{"date-parts":[[2025,8,5]],"date-time":"2025-08-05T14:23:19Z","timestamp":1754403799000},"page":"305","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Effect of Dynamic Point Symbol Visual Coding on User Search Performance in Map-Based Visualizations"],"prefix":"10.3390","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-5607-8512","authenticated-orcid":false,"given":"Weijia","family":"Ge","sequence":"first","affiliation":[{"name":"College of Furnishings and Industrial Design, Nanjing Forestry University, Nanjing 210037, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-8827-4816","authenticated-orcid":false,"given":"Jing","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Furnishings and Industrial Design, Nanjing Forestry University, Nanjing 210037, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xingjian","family":"Shi","sequence":"additional","affiliation":[{"name":"College of Furnishings and Industrial Design, Nanjing Forestry University, Nanjing 210037, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenzhe","family":"Tang","sequence":"additional","affiliation":[{"name":"College of Furnishings and Industrial Design, Nanjing Forestry University, Nanjing 210037, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Longlong","family":"Qian","sequence":"additional","affiliation":[{"name":"College of Furnishings and Industrial Design, Nanjing Forestry University, Nanjing 210037, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2025,8,5]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1007\/s42489-023-00153-7","article-title":"Dynamic 3D-Cartographic Symbols for VR Geovisualizations","volume":"73","author":"Olberding","year":"2023","journal-title":"KN\u2014J. Cartogr. Geogr. Inf."},{"key":"ref_2","unstructured":"Bertin, J. (1983). Semiology of Graphics, University of Wisconsin Press."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Richardson, D., Castree, N., Goodchild, M.F., Kobayashi, A., Liu, W., and Marston, R.A. (2017). Visual Variables. International Encyclopedia of Geography, Wiley.","DOI":"10.1002\/9781118786352"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1037\/h0046162","article-title":"On the Psychophysical Law","volume":"64","author":"Stevens","year":"1957","journal-title":"Psychol. Rev."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1080\/00087041.2018.1507183","article-title":"Effectiveness of Dynamic Point Symbols in Quantitative Mapping","volume":"56","author":"Cybulski","year":"2019","journal-title":"Cartogr. J."},{"key":"ref_6","first-page":"319","article-title":"Flicker Is a Primitive Visual Attribute in Visual Search","volume":"63","author":"Spalek","year":"2009","journal-title":"Can. J. Exp. Psychol.\/Rev. Can. Psychol. Exp\u00e9rimentale"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"A294","DOI":"10.1364\/JOSAA.382414","article-title":"Influence of Naturalness of Chroma and Lightness Contrast Modulation on Colorfulness Adaptation in Natural Images","volume":"37","author":"Masumitsu","year":"2020","journal-title":"J. Opt. Soc. Am. A"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"e8918","DOI":"10.7717\/peerj.8918","article-title":"Lightness Induction Enhancements and Limitations at Low Frequency Modulations across a Variety of Stimulus Contexts","volume":"8","author":"Vinke","year":"2020","journal-title":"PeerJ"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"10","DOI":"10.16910\/jemr.16.4.1","article-title":"Motion Velocity as a Preattentive Feature in Cartographic Symbolization","volume":"16","author":"Cybulski","year":"2023","journal-title":"J. Eye Mov. Res."},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Lewandowska, A., Dzi\u015bko, M., and Jankowski, J. (2022). Investigation the Role of Contrast on Habituation and Sensitisation Effects in Peripheral Areas of Graphical User Interfaces. Sci. Rep., 12.","DOI":"10.1038\/s41598-022-16284-2"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"102374","DOI":"10.1016\/j.displa.2023.102374","article-title":"Effects of Speed, Motion Type, and Stimulus Size on Dynamic Visual Search: A Study of Radar Human\u2013Machine Interface","volume":"77","author":"Tong","year":"2023","journal-title":"Displays"},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Konstantinou, E.N., Skopeliti, A., and Nakos, B. (2023). POI Symbol Design in Web Cartography\u2014A Comparative Study. ISPRS Int. J. Geo-Inf., 12.","DOI":"10.3390\/ijgi12070254"},{"key":"ref_13","doi-asserted-by":"crossref","unstructured":"Gong, X., Lan, T., and Ti, P. (2023). Metric and Color Modifications for the Automated Construction of Map Symbols. ISPRS Int. J. Geo-Inf., 12.","DOI":"10.3390\/ijgi12080331"},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Cybulski, P. (2024). Animating Cartographic Meaning: Unveiling the Impact of Pictorial Symbol Motion Speed in Preattentive Processing. ISPRS Int. J. Geo-Inf., 13.","DOI":"10.3390\/ijgi13040118"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"1166656","DOI":"10.1155\/2022\/1166656","article-title":"Effects of App Icon Border Form and Interface Background Color Saturation on User Visual Experience and Search Performance","volume":"2022","author":"Deng","year":"2022","journal-title":"Adv. Multimed."},{"key":"ref_16","first-page":"24","article-title":"Proposal and Evaluation of Pictorial Symbols for Reference Mapping on Mobile Devices","volume":"11","author":"Pisetta","year":"2025","journal-title":"Int. J. Cartogr."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1179\/000870404X13300","article-title":"Assessing the Effectiveness of Dynamic Symbols in Cartographic Communication","volume":"41","author":"Lai","year":"2004","journal-title":"Cartogr. J."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"499","DOI":"10.1080\/00401706.1989.10488618","article-title":"Statistical Power Analysis for the Behavioral Sciences","volume":"31","author":"Muller","year":"1989","journal-title":"Technometrics"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1037\/0033-2909.112.1.155","article-title":"A Power Primer","volume":"112","author":"Cohen","year":"1992","journal-title":"Psychol. Bull."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1016\/S0141-9382(01)00059-2","article-title":"Psychological and Cartographic Principles for the Production of Visual Layering Effects in Computer Displays","volume":"22","year":"2001","journal-title":"Displays"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1097\/WNR.0000000000002004","article-title":"Effects of Motion Type on Motion-Onset and Steady-State Visual Evoked Potentials: Rotation vs. Flicker","volume":"35","author":"Yu","year":"2024","journal-title":"NeuroReport"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1559\/1523040639298","article-title":"Effectiveness and Efficiency of Map Symbols for Dynamic Geographic Information Visualization","volume":"39","author":"Dong","year":"2012","journal-title":"Cartogr. Geogr. Inf. Sci."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"1446","DOI":"10.3758\/s13414-021-02426-7","article-title":"Reward Learning and Statistical Learning Independently Influence Attentional Priority of Salient Distractors in Visual Search","volume":"84","author":"Ung","year":"2022","journal-title":"Atten. Percept. Psychophys."},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Zhang, N., Zhang, J., Jiang, S., and Ge, W. (2024). The Effects of Layout Order on Interface Complexity: An Eye-Tracking Study for Dashboard Design. Sensors, 24.","DOI":"10.3390\/s24185966"},{"key":"ref_25","first-page":"1","article-title":"Eye Tracking Research on Cinemagraph E-Magazine","volume":"7","author":"Park","year":"2015","journal-title":"Agribus. Inf. Manag."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1080\/09544828.2023.2172662","article-title":"Research on the Correlation Mechanism between Eye-Tracking Data and Aesthetic Ratings in Product Aesthetic Evaluation","volume":"34","author":"Wang","year":"2023","journal-title":"J. Eng. Des."},{"key":"ref_27","doi-asserted-by":"crossref","unstructured":"Gao, W., Shen, S., Ji, Y., and Tian, Y. (2024). Human Perception of the Emotional Expressions of Humanoid Robot Body Movements: Evidence from Survey and Eye-Tracking Measurements. Biomimetics, 9.","DOI":"10.3390\/biomimetics9110684"},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Tang, Y., and Chen, C. (2024). Can Stylized Products Generated by AI Better Attract User Attention? Using Eye-Tracking Technology for Research. Appl. Sci., 14.","DOI":"10.3390\/app14177729"},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Wan, Y., Yang, J., Ren, X., Yu, Z., Zhang, R., and Li, X. (2020). Evaluation of Eye Movements and Visual Performance in Patients with Cataract. Sci. Rep., 10.","DOI":"10.1038\/s41598-020-66817-w"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1080\/13506285.2022.2063465","article-title":"How Fixation Durations Are Affected by Search Difficulty Manipulations","volume":"30","author":"Ernst","year":"2022","journal-title":"Vis. Cogn."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1167\/19.10.273","article-title":"The Effect of Perceptual Load on Gaze and EEG Signals in Multi-Target Visual Search with Free Eye-Movements","volume":"19","author":"Harris","year":"2019","journal-title":"J. Vis."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"6276","DOI":"10.3758\/s13428-024-02360-0","article-title":"Strategies for Enhancing Automatic Fixation Detection in Head-Mounted Eye Tracking","volume":"56","author":"Drews","year":"2024","journal-title":"Behav. Res."},{"key":"ref_33","first-page":"29","article-title":"Effects of Dynamic Visual Coding of Point Symbols in Map-Based Information Visualization Design: An Eye-Tracking Study","volume":"Volume 15773","author":"Mori","year":"2025","journal-title":"Human Interface and the Management of Information"},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"795","DOI":"10.1007\/s10209-021-00815-1","article-title":"Effects of Visual Complexity on User Search Behavior and Satisfaction: An Eye-Tracking Study of Mobile News Apps","volume":"21","author":"Guo","year":"2022","journal-title":"Univers. Access Inf. Soc."},{"key":"ref_35","unstructured":"Samiei, M., and Clark, J.J. (2022). Target Features Affect Visual Search, a Study of Eye Fixations. arXiv."},{"key":"ref_36","doi-asserted-by":"crossref","unstructured":"Chen, C., and Huang, K. (2025). Fewer Clicks, Lower Emissions: Eye-Tracking Analysis of Eco-Friendly Navigation in Tourism Websites. Sustainability, 17.","DOI":"10.3390\/su17125462"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"723","DOI":"10.1016\/j.patrec.2012.05.007","article-title":"How Do Image Complexity, Task Demands and Looking Biases Influence Human Gaze Behavior?","volume":"34","author":"Bonev","year":"2013","journal-title":"Pattern Recognit. Lett."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1016\/j.displa.2017.11.001","article-title":"Design and Evaluation of Military Geographical Intelligence System: An Ergonomics Case Study","volume":"51","author":"Tseng","year":"2018","journal-title":"Displays"},{"key":"ref_39","doi-asserted-by":"crossref","unstructured":"Lei, X., Wang, Y., Han, W., and Song, W. (2024). Knowledge Graph Representation of Multi-Source Urban Storm Surge Hazard Information Based on Spatio-Temporal Coding and the Hazard Events Ontology Model. ISPRS Int. J. Geo-Inf., 13.","DOI":"10.3390\/ijgi13030088"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1037\/0096-3445.133.3.339","article-title":"Load Theory of Selective Attention and Cognitive Control","volume":"133","author":"Lavie","year":"2004","journal-title":"J. Exp. Psychol. Gen."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"2096","DOI":"10.3758\/BF03196686","article-title":"Attentional Capture by Motion Onsets Is Modulated by Perceptual Load","volume":"72","author":"Cosman","year":"2010","journal-title":"Atten. Percept. Psychophys."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"1436","DOI":"10.3758\/BF03206192","article-title":"Visual Masking Plays Two Roles in the Attentional Blink","volume":"61","author":"Brehaut","year":"1999","journal-title":"Percept. Psychophys."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"1407","DOI":"10.3758\/s13414-020-02237-2","article-title":"Automatic Capture of Attention by Flicker","volume":"83","author":"Stolte","year":"2021","journal-title":"Atten. Percept. Psychophys."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1111\/j.1467-9280.1997.tb00696.x","article-title":"Object Substitution: A New Form of Masking in Unattended Visual Locations","volume":"8","author":"Enns","year":"1997","journal-title":"Psychol. Sci."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1371\/journal.pbio.3002014","article-title":"Suppression of Distracting Inputs by Visual-Spatial Cues Is Driven by Anticipatory Alpha Activity","volume":"21","author":"Zhao","year":"2023","journal-title":"PLoS Biol."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"eadq0332","DOI":"10.1126\/sciadv.adq0332","article-title":"Distinct Attentional Characteristics of Neurons with Visual Feature Coding in the Primate Brain","volume":"11","author":"Zhang","year":"2025","journal-title":"Sci. Adv."},{"key":"ref_47","doi-asserted-by":"crossref","unstructured":"Kuve\u017edi\u0107 Divjak, A., and Lapaine, M. (2018). Crisis Maps\u2014Observed Shortcomings and Recommendations for Improvement. ISPRS Int. J. Geo-Inf., 7.","DOI":"10.3390\/ijgi7110436"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"102059","DOI":"10.1016\/j.displa.2021.102059","article-title":"Interacting with VDL-Based Structured Icons on Crisis Map for Emergency Coordination: Interactive Design and Experimental Demonstration","volume":"70","author":"Ma","year":"2021","journal-title":"Displays"},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Peng, G., Yue, S., Li, Y., Song, Z., and Wen, Y. (2017). A Procedural Construction Method for Interactive Map Symbols Used for Disasters and Emergency Response. ISPRS Int. J. Geo-Inf., 6.","DOI":"10.3390\/ijgi6040095"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1080\/00087041.2017.1413810","article-title":"Map Symbols for Crisis Mapping: Challenges and Prospects","volume":"56","author":"Kostelnick","year":"2019","journal-title":"Cartogr. J."},{"key":"ref_51","doi-asserted-by":"crossref","unstructured":"Du, P., Li, D., Liu, T., Zhang, L., Yang, X., and Li, Y. (2021). Crisis Map Design Considering Map Cognition. ISPRS Int. J. Geo-Inf., 10.","DOI":"10.3390\/ijgi10100692"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1186\/1476-069X-8-61","article-title":"Dynamic Maps: A Visual-Analytic Methodology for Exploring Spatio-Temporal Disease Patterns","volume":"8","author":"Castronovo","year":"2009","journal-title":"Environ. Health"},{"key":"ref_53","unstructured":"Gartner, G., Jobst, M., and Huang, H. (2016). Dynamic Cartography: A Concept for Multidimensional Point Symbols. Progress in Cartography: EuroCarto 2015, Springer International Publishing."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1109\/MWC.2019.1800544","article-title":"Dynamic Maps for Automated Driving and UAV Geofencing","volume":"26","author":"Maiouak","year":"2019","journal-title":"IEEE Wirel. Commun."},{"key":"ref_55","doi-asserted-by":"crossref","unstructured":"Li, J., Wang, C., and Chen, M. (2025). Effects of Driving Background Complexity and Interface Opacity on Visual Cognition in AR-HUD Systems. J. Soc. Inf. Disp., 1\u201318.","DOI":"10.1002\/jsid.2096"},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"911","DOI":"10.1037\/xhp0000230","article-title":"Memory-Based Attention Capture When Multiple Items Are Maintained in Visual Working Memory","volume":"42","author":"Hollingworth","year":"2016","journal-title":"J. Exp. Psychol. Hum. Percept. Perform."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1016\/S0166-2236(00)01657-X","article-title":"The Distinct Modes of Vision Offered by Feedforward and Recurrent Processing","volume":"23","author":"Lamme","year":"2000","journal-title":"Trends Neurosci."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"3416","DOI":"10.1523\/JNEUROSCI.07-11-03416.1987","article-title":"Psychophysical Evidence for Separate Channels for the Perception of Form, Color, Movement, and Depth","volume":"7","author":"Livingstone","year":"1987","journal-title":"J. Neurosci."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"1172","DOI":"10.1037\/a0029333","article-title":"A Century of Gestalt Psychology in Visual Perception: I. Perceptual Grouping and Figure\u2013Ground Organization","volume":"138","author":"Wagemans","year":"2012","journal-title":"Psychol. Bull."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1037\/0096-3445.123.2.161","article-title":"Shifting Visual Attention Between Objects and Locations: Evidence From Normal and Parietal Lesion Subjects","volume":"123","author":"Egly","year":"1994","journal-title":"J. Exp. Psychol. Gen."},{"key":"ref_61","unstructured":"Palmer, S.E. (1999). Vision Science: Photons to Phenomenology, MIT Press."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/0010-0285(80)90005-5","article-title":"A Feature-Integration Theory of Attention","volume":"12","author":"Treisman","year":"1980","journal-title":"Cogn. Psychol."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"0058","DOI":"10.1038\/s41562-017-0058","article-title":"Five Factors That Guide Attention in Visual Search","volume":"1","author":"Wolfe","year":"2017","journal-title":"Nat. Hum. Behav."},{"key":"ref_64","doi-asserted-by":"crossref","unstructured":"Shaqiri, A., Roinishvili, M., Grzeczkowski, L., Chkonia, E., Pilz, K., Mohr, C., Brand, A., Kunchulia, M., and Herzog, M.H. (2018). Sex-Related Differences in Vision Are Heterogeneous. Sci. Rep., 8.","DOI":"10.1038\/s41598-018-25298-8"},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"372","DOI":"10.1016\/j.medici.2016.11.007","article-title":"Sex-Related Differences in Attention and Memory","volume":"52","author":"Solianik","year":"2016","journal-title":"Medicina"},{"key":"ref_66","doi-asserted-by":"crossref","unstructured":"Inukai, T., and Kawahara, J.I. (2018). Sex Differences in Temporal but Not Spatial Attentional Capture. Front. Psychol., 9.","DOI":"10.3389\/fpsyg.2018.01893"},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"178","DOI":"10.3758\/s13423-020-01796-7","article-title":"Magnitude of Sex Differences in Visual Search Varies with Target Eccentricity","volume":"28","author":"English","year":"2021","journal-title":"Psychon. Bull. Rev."}],"container-title":["ISPRS International Journal of Geo-Information"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2220-9964\/14\/8\/305\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T18:23:40Z","timestamp":1760034220000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2220-9964\/14\/8\/305"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,5]]},"references-count":67,"journal-issue":{"issue":"8","published-online":{"date-parts":[[2025,8]]}},"alternative-id":["ijgi14080305"],"URL":"https:\/\/doi.org\/10.3390\/ijgi14080305","relation":{},"ISSN":["2220-9964"],"issn-type":[{"value":"2220-9964","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,5]]}}}