{"id":207,"date":"2025-10-09T04:50:47","date_gmt":"2025-10-09T04:50:47","guid":{"rendered":"http:\/\/permagnus.org\/new\/?p=207"},"modified":"2026-08-11T04:59:10","modified_gmt":"2026-08-11T04:59:10","slug":"data-sonification","status":"publish","type":"post","link":"https:\/\/permagnus.org\/new\/data-sonification\/","title":{"rendered":"Sonification"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">This line of research engages in climate action through research in sonification\/visualisation and creative media artwork. While scientists communicate through words, numbers, and diagrams, artists use movement, images, and sound. Sonification, the translation of data into sound, and visualisation, offer techniques for representing climate data with innovative and exciting results. Initially an engineering discipline, sonification is increasingly making use of electroacoustic music, data journalism, and multimodal information design.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lindborg PM<\/strong>, Caiola V, Lenzi S, Ciuccarelli P (2025\/07). \u201cTrends in Goals and Authorship Over Three Decades: Insights from the Data Sonification Archive\u201d. Proceedings of the Conference of the International Community for Auditory Display (ICAD). <a href=\"https:\/\/www.researchgate.net\/publication\/395336018_Trends_in_Goals_and_Authorship_Over_Three_Decades_Insights_From_the_Data_Sonification_Archive\">https:\/\/www.researchgate.net\/publication\/395336018_Trends_in_Goals_and_Authorship_Over_Three_Decades_Insights_From_the_Data_Sonification_Archive<\/a><\/li>\n\n\n\n<li><strong>Lindborg PM<\/strong>, Caiola V, Chen M, Ciuccarelli P, Lenzi S (2024\/09). \u201cRe(de)fining Sonification: Project Classification Strategies in the Data Sonification Archive\u201d. Journal of the Audio Engineering Society. DOI <a href=\"https:\/\/doi.org\/10.17743\/jaes.2022.0167\">https:\/\/doi.org\/10.17743\/jaes.2022.0167<\/a>.<\/li>\n\n\n\n<li><strong>Lindborg PM<\/strong>, Lenzi S &amp; Chen M (2023\/01). \u201cClimate Data Sonification and Visualisation: An Analysis of Aesthetics, Characteristics, and Topics in 32 Recent Projects\u201d. Frontiers in Psychology, section Human-Media Interaction. doi: <a href=\"https:\/\/doi.org\/10.3389\/fpsyg.2022.1020102\">https:\/\/doi.org\/10.3389\/fpsyg.2022.1020102<\/a>.<\/li>\n\n\n\n<li><strong>Lindborg PM<\/strong> (2022\/02). \u201cStairway to Helheim\u201d. Proceedings of the Conference on Data Art for Climate Action (DACA), Hong Kong &amp; Graz, Austria, 23-27 February 2022. <a href=\"https:\/\/www.researchgate.net\/publication\/372550677_Stairway_to_Helheim\">https:\/\/www.researchgate.net\/publication\/372550677_Stairway_to_Helheim<\/a><\/li>\n\n\n\n<li><strong>Lindborg PM<\/strong> (2021\/11). Stairway to Helheim. Eight-channel site-specific, physical loudspeaker installation: a sonification of 138 years of weather data from Hong Kong. <a href=\"https:\/\/permagnus.org\/new\/stairway-to-helheim\/\">https:\/\/permagnus.org\/new\/stairway-to-helheim\/<\/a><\/li>\n\n\n\n<li><strong>Lindborg PM<\/strong> (2021\/06). \u201cFeeling Loki\u2019s Pain: Designing and Evaluating a DIY 3D Auditory Display\u201d. Proceedings of International Conference for Auditory Displays [ICAD], <a href=\"https:\/\/icad2021.icad.org\/wp-content\/uploads\/2021\/06\/ICAD_2021_4.pdf\">https:\/\/icad2021.icad.org\/wp-content\/uploads\/2021\/06\/ICAD_2021_4.pdf<\/a><\/li>\n\n\n\n<li>Liew KM &amp; <strong>Lindborg PM<\/strong> (2020\/01). \u201cA Sonification of Cross-Cultural Differences in Happiness-Related Tweets\u201d. Journal of the Audio Engineering Society., vol. 68, no. 1\/2, pp. 1\u20139, DOI: <a href=\"https:\/\/doi.org\/10.17743\/jaes.2019.0056\">https:\/\/doi.org\/10.17743\/jaes.2019.0056<\/a><\/li>\n\n\n\n<li>Lindborg PM (2020\/11). Loki\u2019s Pain. Eight-channel site-specific, physical loudspeaker installation: a sonification of 138 years of weather data from Hong Kong. <a href=\"https:\/\/permagnus.org\/new\/lokis-pain\/\">https:\/\/permagnus.org\/new\/lokis-pain\/<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Methods<\/strong>: The Aesthetic Perspective Space (APS) is a two-dimensional model that bridges utilitarian-oriented sonification and music. We started with a review of 395 sonification projects, from which a corpus of 32 that target climate change was chosen; a subset of 18 also integrate visualization of the data. To clarify relationships with climate data sources, we determined topics and subtopics in a hierarchical classification. Media duration and lexical diversity in descriptions were determined. We developed a protocol to span the APS dimensions, Intentionality and Indexicality, and evaluated its circumplexity. <strong>Results<\/strong>: We constructed 25 scales to cover a range of qualitative characteristics applicable to sonification and sonification-visualization projects, and through exploratory factor analysis, identified five essential aspects of the project descriptions, labeled Action, Technical, Context, Perspective, and Visualization. Through linear regression modeling, we investigated the prediction of aesthetic perspective from essential aspects, media duration, and lexical diversity. Significant regressions across the corpus were identified for Perspective (\u00df = 0.41\u2217\u2217\u2217) and lexical diversity (\u00df = \u22120.23\u2217) on Intentionality, and for Perspective (\u00df = 0.36\u2217\u2217\u2217) and Duration (logarithmic; \u00df = \u22120.25\u2217) on Indexicality. <strong>Discussion<\/strong>: We discuss how these relationships play out in specific projects, also within the corpus subset that integrated data visualization, as well as broader implications of aesthetics on design techniques for multimodal representations aimed at conveying scientific data. Our approach is informed by the ongoing discussion in sound design and auditory perception research communities on the relationship between sonification and EAM. Through its analysis of topics, qualitative characteristics, and aesthetics across a range of projects, our study contributes to the development of empirically founded design techniques, applicable to climate science communication and other fields. (Lindborg et al. 2023)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This line of research engages in climate action through research in sonification\/visualisation and creative media artwork. While scientists communicate through words, numbers, and diagrams, artists use movement, images, and sound.&hellip;<\/p>\n","protected":false},"author":1,"featured_media":91,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,4,23,11,17,18,8,7,20,5,1],"tags":[64,63,58,73,22,65,71,72,59,57],"class_list":["post-207","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-15","category-4","category-23","category-11","category-17","category-18","category-installation","category-multimedia","category-research","category-sonification","category-uncategorized","tag-artwork","tag-corpus","tag-data-sonification-archive","tag-data-driven-design","tag-dsa","tag-geodata","tag-information-design","tag-multimodal-modelling","tag-perception","tag-sonification"],"_links":{"self":[{"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/posts\/207","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/comments?post=207"}],"version-history":[{"count":7,"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/posts\/207\/revisions"}],"predecessor-version":[{"id":446,"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/posts\/207\/revisions\/446"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/media\/91"}],"wp:attachment":[{"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/media?parent=207"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/categories?post=207"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/permagnus.org\/new\/wp-json\/wp\/v2\/tags?post=207"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}