{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T15:49:41Z","timestamp":1781797781265,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":58,"publisher":"ACM","funder":[{"name":"CSIRO","award":["382698404"],"award-info":[{"award-number":["382698404"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,7,5]]},"DOI":"10.1145\/3715336.3735774","type":"proceedings-article","created":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T10:09:55Z","timestamp":1751623795000},"page":"2034-2046","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["From Diagrams to Experience: Data Visceralisation of Ecosystem State-and-Transition Models in Virtual Reality"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3151-1164","authenticated-orcid":false,"given":"Ad\u00e9la\u00efde","family":"Genay","sequence":"first","affiliation":[{"name":"School of Computing and Information Systems, University of Melbourne, Parkville, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2766-3798","authenticated-orcid":false,"given":"Michael James","family":"Neylan","sequence":"additional","affiliation":[{"name":"Information Technology, Monash University, Clayton, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6470-5697","authenticated-orcid":false,"given":"Warwick","family":"Laird","sequence":"additional","affiliation":[{"name":"Information Technology, Monash University, Clayton, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-9707-4274","authenticated-orcid":false,"given":"Thomas","family":"Romanis","sequence":"additional","affiliation":[{"name":"Information Technology, Monash University, Clayton, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8877-5852","authenticated-orcid":false,"given":"Katrina","family":"Szetey","sequence":"additional","affiliation":[{"name":"Environment, CSIRO, Black Mountain, ACT, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2934-5497","authenticated-orcid":false,"given":"Anna E","family":"Richards","sequence":"additional","affiliation":[{"name":"Environment, CSIRO, Darwin, NT, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6101-6100","authenticated-orcid":false,"given":"Bernhard","family":"Jenny","sequence":"additional","affiliation":[{"name":"Information Technology, Monash University, Clayton, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8493-2152","authenticated-orcid":false,"given":"Tom","family":"Chandler","sequence":"additional","affiliation":[{"name":"Information Technology, Monash University, Clayton, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,7,4]]},"reference":[{"key":"e_1_3_3_3_2_2","doi-asserted-by":"crossref","unstructured":"Prue\u00a0FE Addison Libby Rumpff S\u00a0Sana Bau Janet\u00a0M Carey Yung\u00a0En Chee Frith\u00a0C Jarrad Marissa\u00a0F McBride and Mark\u00a0A Burgman. 2013. Practical solutions for making models indispensable in conservation decision-making. Diversity and Distributions 19 5-6 (2013) 490\u2013502.","DOI":"10.1111\/ddi.12054"},{"key":"e_1_3_3_3_3_2","doi-asserted-by":"crossref","unstructured":"Alessandro Antonietti and Manuela Cantoia. 2000. To see a painting versus to walk in a painting: an experiment on sense-making through virtual reality. Computers & Education 34 3-4 (2000) 213\u2013223.","DOI":"10.1016\/S0360-1315(99)00046-9"},{"key":"e_1_3_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/3DVis.2014.7160103"},{"key":"e_1_3_3_3_5_2","doi-asserted-by":"crossref","unstructured":"Brandon\u00a0T Bestelmeyer Andrew Ash Joel\u00a0R Brown Bulgamaa Densambuu Mar\u00eda Fern\u00e1ndez-Gim\u00e9nez Jamin Johanson Matthew Levi Dardo Lopez Raul Peinetti Libby Rumpff et\u00a0al. 2017. State and transition models: theory applications and challenges. Rangeland systems: Processes management and challenges 1 (2017) 303\u2013345.","DOI":"10.1007\/978-3-319-46709-2_9"},{"key":"e_1_3_3_3_6_2","doi-asserted-by":"crossref","unstructured":"David\u00a0D Briske Andrew\u00a0W Illius and J\u00a0Marty Anderies. 2017. Nonequilibrium ecology and resilience theory. Rangeland systems: Processes management and challenges 1 (2017) 197\u2013227.","DOI":"10.1007\/978-3-319-46709-2_6"},{"key":"e_1_3_3_3_7_2","doi-asserted-by":"publisher","unstructured":"J Brooke. 1996. SUS: A quick and dirty usability scale. Usability Evaluation in INdustry\/Taylor and Francis 1 1 (1996) 1\u20136. 10.1201\/9781498710411-35","DOI":"10.1201\/9781498710411-35"},{"key":"e_1_3_3_3_8_2","doi-asserted-by":"crossref","unstructured":"Juliano Calil Geraldine Fauville Anna Carolina\u00a0Muller Queiroz Kelly\u00a0L Leo Alyssa\u00a0G Newton\u00a0Mann Tiffany Wise-West Paulo Salvatore and Jeremy\u00a0N Bailenson. 2021. Using virtual reality in sea level rise planning and community engagement\u2014an overview. Water 13 9 (2021) 1142.","DOI":"10.3390\/w13091142"},{"key":"e_1_3_3_3_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/BDVA.2015.7314296"},{"key":"e_1_3_3_3_10_2","unstructured":"Tom Chandler Anna\u00a0E Richards Bernhard Jenny Fiona Dickson Jiawei Huang Alexander Klippel Michael Neylan Florence Wang and Suzanne\u00a0M Prober. 2022. Immersive landscapes: modeling ecosystem reference conditions in virtual reality. Landscape Ecology 1 1 (2022) 1\u201317."},{"key":"e_1_3_3_3_11_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581211"},{"key":"e_1_3_3_3_12_2","doi-asserted-by":"crossref","unstructured":"Victoria Clarke and Virginia Braun. 2017. Thematic analysis. The journal of positive psychology 12 3 (2017) 297\u2013298.","DOI":"10.1080\/17439760.2016.1262613"},{"key":"e_1_3_3_3_13_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581147"},{"key":"e_1_3_3_3_14_2","doi-asserted-by":"crossref","unstructured":"Kylie Davidson Lee Lisle Kirsten Whitley Doug\u00a0A Bowman and Chris North. 2022. Exploring the evolution of sensemaking strategies in immersive space to think. IEEE transactions on visualization and computer graphics 29 12 (2022) 5294\u20135307.","DOI":"10.1109\/TVCG.2022.3207357"},{"key":"e_1_3_3_3_15_2","doi-asserted-by":"crossref","unstructured":"Y\u00e9tindranathsingh Dhunnoo Adrian Carter Daniel O\u2019Hare James Birt and Martin Skitmore. 2023. Improving Climate Change Awareness through Immersive Virtual Reality Communication: A Case Study. Sustainability 15 17 (2023) 12969.","DOI":"10.3390\/su151712969"},{"key":"e_1_3_3_3_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491101.3503726"},{"key":"e_1_3_3_3_17_2","doi-asserted-by":"crossref","unstructured":"G\u00e9raldine Fauville Anna Carolina\u00a0Muller Queiroz and Jeremy\u00a0N Bailenson. 2020. Virtual reality as a promising tool to promote climate change awareness. Technology and health 1 (2020) 91\u2013108.","DOI":"10.1016\/B978-0-12-816958-2.00005-8"},{"key":"e_1_3_3_3_18_2","doi-asserted-by":"crossref","unstructured":"Stephen\u00a0M Fiore Glenn\u00a0W Harrison Charles\u00a0E Hughes and E\u00a0Elisabet Rutstr\u00f6m. 2009. Virtual experiments and environmental policy. Journal of Environmental Economics and Management 57 1 (2009) 65\u201386.","DOI":"10.1016\/j.jeem.2008.08.002"},{"key":"e_1_3_3_3_19_2","doi-asserted-by":"crossref","unstructured":"Sam Grainger Feng Mao and Wouter Buytaert. 2016. Environmental data visualisation for non-scientific contexts: Literature review and design framework. Environmental Modelling & Software 85 (2016) 299\u2013318.","DOI":"10.1016\/j.envsoft.2016.09.004"},{"key":"e_1_3_3_3_20_2","unstructured":"AC Grice and ND MacLeod. 1994. State and transition models for rangelands. 6. State and. Tropical Grasslands 28 (1994) 241\u2013246."},{"key":"e_1_3_3_3_21_2","doi-asserted-by":"crossref","unstructured":"L Hadar DE Orenstein Y Carmel J Mulder A Kirchhoff A Perevolotsky and Y Osem. 2021. Envisioning future landscapes: A data-based visualization model for ecosystems under alternative management scenarios. Landscape and Urban Planning 215 (2021) 104214.","DOI":"10.1016\/j.landurbplan.2021.104214"},{"key":"e_1_3_3_3_22_2","doi-asserted-by":"crossref","unstructured":"Paul Haynes Sigrid Hehl-Lange and Eckart Lange. 2018. Mobile augmented reality for flood visualisation. Environmental modelling & software 109 (2018) 380\u2013389.","DOI":"10.1016\/j.envsoft.2018.05.012"},{"key":"e_1_3_3_3_23_2","doi-asserted-by":"crossref","unstructured":"Florian Hruby Rainer Ressl and Genghis de\u00a0la Borbolla Del\u00a0Valle. 2019. Geovisualization with immersive virtual environments in theory and practice. International Journal of Digital Earth 12 2 (2019) 123\u2013136.","DOI":"10.1080\/17538947.2018.1501106"},{"key":"e_1_3_3_3_24_2","doi-asserted-by":"crossref","unstructured":"Jiawei Huang Melissa\u00a0S Lucash Robert\u00a0M Scheller and Alexander Klippel. 2021. Walking through the forests of the future: using data-driven virtual reality to visualize forests under climate change. International Journal of Geographical Information Science 35 6 (2021) 1155\u20131178.","DOI":"10.1080\/13658816.2020.1830997"},{"key":"e_1_3_3_3_25_2","doi-asserted-by":"crossref","unstructured":"Alexander Ivanov Kurtis Danyluk Christian Jacob and Wesley Willett. 2019. A walk among the data. IEEE Computer Graphics and Applications 39 3 (2019) 19\u201328.","DOI":"10.1109\/MCG.2019.2898941"},{"key":"e_1_3_3_3_26_2","doi-asserted-by":"publisher","DOI":"10.1145\/3170427.3188544"},{"key":"e_1_3_3_3_27_2","doi-asserted-by":"crossref","unstructured":"Guy Karlebach and Ron Shamir. 2008. Modelling and analysis of gene regulatory networks. Nature reviews Molecular cell biology 9 10 (2008) 770\u2013780.","DOI":"10.1038\/nrm2503"},{"key":"e_1_3_3_3_28_2","doi-asserted-by":"crossref","unstructured":"Jan Ka\u0161par Pete Bettinger Harald Vacik R\u00f3bert Maru\u0161\u00e1k and Jordi Garcia-Gonzalo. 2018. Decision support approaches in adaptive forest management. 215\u00a0pages.","DOI":"10.3390\/f9040215"},{"key":"e_1_3_3_3_29_2","doi-asserted-by":"publisher","DOI":"10.1109\/KELVAR.2016.7563675"},{"key":"e_1_3_3_3_30_2","doi-asserted-by":"crossref","unstructured":"Matthias Kraus Karsten Klein Johannes Fuchs Daniel\u00a0A Keim Falk Schreiber and Michael Sedlmair. 2021. The value of immersive visualization. IEEE computer graphics and applications 41 4 (2021) 125\u2013132.","DOI":"10.1109\/MCG.2021.3075258"},{"key":"e_1_3_3_3_31_2","doi-asserted-by":"crossref","unstructured":"Oh-Hyun Kwon Chris Muelder Kyungwon Lee and Kwan-Liu Ma. 2016. A study of layout rendering and interaction methods for immersive graph visualization. IEEE transactions on visualization and computer graphics 22 7 (2016) 1802\u20131815.","DOI":"10.1109\/TVCG.2016.2520921"},{"key":"e_1_3_3_3_32_2","doi-asserted-by":"crossref","unstructured":"Bireswar Laha Doug\u00a0A Bowman and John\u00a0J Socha. 2014. Effects of VR system fidelity on analyzing isosurface visualization of volume datasets. IEEE transactions on visualization and computer graphics 20 4 (2014) 513\u2013522.","DOI":"10.1109\/TVCG.2014.20"},{"key":"e_1_3_3_3_33_2","doi-asserted-by":"crossref","unstructured":"Bireswar Laha Kriti Sensharma James\u00a0D Schiffbauer and Doug\u00a0A Bowman. 2012. Effects of immersion on visual analysis of volume data. IEEE transactions on visualization and computer graphics 18 4 (2012) 597\u2013606.","DOI":"10.1109\/TVCG.2012.42"},{"key":"e_1_3_3_3_34_2","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-32202-7_1"},{"key":"e_1_3_3_3_35_2","doi-asserted-by":"crossref","unstructured":"Ana\u00a0I Leal Ricardo\u00a0A Correia Jorge\u00a0M Palmeirim and Miguel\u00a0N Bugalho. 2019. Is research supporting sustainable management in a changing world? Insights from a Mediterranean silvopastoral system. Agroforestry Systems 93 1 (2019) 355\u2013368.","DOI":"10.1007\/s10457-018-0231-9"},{"key":"e_1_3_3_3_36_2","doi-asserted-by":"crossref","unstructured":"Benjamin Lee Dave Brown Bongshin Lee Christophe Hurter Steven Drucker and Tim Dwyer. 2020. Data visceralization: Enabling deeper understanding of data using virtual reality. IEEE Transactions on Visualization and Computer Graphics 27 2 (2020) 1095\u20131105.","DOI":"10.1109\/TVCG.2020.3030435"},{"key":"e_1_3_3_3_37_2","unstructured":"James\u00a0R. Lewis and Jeff Sauro. 2017. Can I leave this one out? the effect of dropping an item from the SUS. J. Usability Studies 13 1 (Nov. 2017) 38\u201346."},{"key":"e_1_3_3_3_38_2","doi-asserted-by":"publisher","DOI":"10.1109\/VRW50115.2020.00073"},{"key":"e_1_3_3_3_39_2","doi-asserted-by":"crossref","unstructured":"Ivo Machar. 2020. Sustainable landscape management and planning. 2354\u00a0pages.","DOI":"10.3390\/su12062354"},{"key":"e_1_3_3_3_40_2","doi-asserted-by":"publisher","DOI":"10.1109\/IMMERSIVE.2016.7932384"},{"key":"e_1_3_3_3_41_2","doi-asserted-by":"publisher","DOI":"10.2312\/vcbm.20171234"},{"key":"e_1_3_3_3_42_2","doi-asserted-by":"publisher","DOI":"10.1109\/BDVA.2016.7787046"},{"key":"e_1_3_3_3_43_2","unstructured":"AE Richards F Dickson K Williams GD Cook S Roxburgh H Murphy M Doherty A Warnick D Metcalfe and S Prober. 2020. The Australian ecosystem models framework project: A conceptual framework. CSIRO. https:\/\/doi. org\/10 25919 (2020) f61q\u20131386."},{"key":"e_1_3_3_3_44_2","volume-title":"Ecosystem classification and conceptual models for the gunbower-koondrook-perricoota forest icon site","author":"Richards A.","year":"2021","unstructured":"A. Richards, S. Prober, B. Schmidt, A. Sengupta, P. McInerney, and S. Tetreault\u00a0Campbell. 2021. Ecosystem classification and conceptual models for the gunbower-koondrook-perricoota forest icon site. Technical report from the Land and Ecosystem Accounts Project. Commonwealth Scientific and Industrial Research Organisation 2021, Australia. CSIRO EP21354."},{"key":"e_1_3_3_3_45_2","doi-asserted-by":"crossref","unstructured":"Nele Schuwirth Florian Borgwardt Sami Domisch Martin Friedrichs Mira Kattwinkel David Kneis Mathias Kuemmerlen Simone\u00a0D Langhans Javier Mart\u00ednez-L\u00f3pez and Peter Vermeiren. 2019. How to make ecological models useful for environmental management. Ecological Modelling 411 (2019) 108784.","DOI":"10.1016\/j.ecolmodel.2019.108784"},{"key":"e_1_3_3_3_46_2","doi-asserted-by":"publisher","DOI":"10.1109\/VR58804.2024.00046"},{"key":"e_1_3_3_3_47_2","doi-asserted-by":"crossref","unstructured":"Richard Skarbez Nicholas\u00a0F Polys J\u00a0Todd Ogle Chris North and Doug\u00a0A Bowman. 2019. Immersive analytics: Theory and research agenda. Frontiers in Robotics and AI 6 (2019) 82.","DOI":"10.3389\/frobt.2019.00082"},{"key":"e_1_3_3_3_48_2","doi-asserted-by":"crossref","unstructured":"Tamzen\u00a0K Stringham William\u00a0C Krueger and Patrick\u00a0L Shaver. 2003. State and transition modeling: an ecological process approach. Journal of Range Management 56 2 (2003) 106\u2013113.","DOI":"10.2307\/4003893"},{"key":"e_1_3_3_3_49_2","doi-asserted-by":"crossref","unstructured":"Stefan\u00a0P Thoma Matthias Hartmann Jonas Christen Boris Mayer Fred\u00a0W Mast and David Weibel. 2023. Increasing awareness of climate change with immersive virtual reality. Frontiers in Virtual Reality 4 (2023) 897034.","DOI":"10.3389\/frvir.2023.897034"},{"key":"e_1_3_3_3_50_2","unstructured":"NRCS) US\u00a0Department\u00a0of Agriculture Natural Resource Conservation Service\u00a0(USDA. 2010. Rangeland interagency ecological site manual."},{"key":"e_1_3_3_3_51_2","doi-asserted-by":"crossref","unstructured":"Diego Vergara Jamil Extremera Manuel\u00a0Pablo Rubio and L\u00edlian\u00a0P D\u00e1vila. 2019. Meaningful learning through virtual reality learning environments: A case study in materials engineering. Applied Sciences 9 21 (2019) 4625.","DOI":"10.3390\/app9214625"},{"key":"e_1_3_3_3_52_2","doi-asserted-by":"crossref","unstructured":"Andrea Vogt Patrick Albus and Tina Seufert. 2021. Learning in virtual reality: Bridging the motivation gap by adding annotations. Frontiers in Psychology 12 (2021) 645032.","DOI":"10.3389\/fpsyg.2021.645032"},{"key":"e_1_3_3_3_53_2","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12800"},{"key":"e_1_3_3_3_54_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290607.3312866"},{"key":"e_1_3_3_3_55_2","doi-asserted-by":"crossref","unstructured":"Andr\u00e9 Zenner Akhmajon Makhsadov S\u00f6ren Klingner David Liebemann and Antonio Kr\u00fcger. 2020. Immersive process model exploration in virtual reality. IEEE transactions on visualization and computer graphics 26 5 (2020) 2104\u20132114.","DOI":"10.1109\/TVCG.2020.2973476"},{"key":"e_1_3_3_3_56_2","doi-asserted-by":"crossref","unstructured":"Yidan Zhang Barrett Ens Kadek\u00a0Ananta Satriadi Ying Yang and Sarah Goodwin. 2023. Embodied Provenance for Immersive Sensemaking. Proceedings of the ACM on Human-Computer Interaction 7 ISS (2023) 198\u2013216.","DOI":"10.1145\/3626471"},{"key":"e_1_3_3_3_57_2","doi-asserted-by":"crossref","unstructured":"Qian Zhu Linping Yuan Zian Xu Leni Yang Meng Xia Zhuo Wang Hai-Ning Liang and Xiaojuan Ma. 2024. From reader to experiencer: Design and evaluation of a VR data story for promoting the situation awareness of public health threats. International Journal of Human-Computer Studies 181 (2024) 103137.","DOI":"10.1016\/j.ijhcs.2023.103137"},{"key":"e_1_3_3_3_58_2","doi-asserted-by":"crossref","unstructured":"Chen Zhu-Tian Yijia Su Yifang Wang Qianwen Wang Huamin Qu and Yingcai Wu. 2019. Marvist: Authoring glyph-based visualization in mobile augmented reality. IEEE transactions on visualization and computer graphics 26 8 (2019) 2645\u20132658.","DOI":"10.1109\/TVCG.2019.2892415"},{"key":"e_1_3_3_3_59_2","doi-asserted-by":"publisher","DOI":"10.1145\/1240624.1240704"}],"event":{"name":"DIS '25: Designing Interactive Systems Conference","location":"Madeira Portugal","acronym":"DIS '25","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2025 ACM Designing Interactive Systems Conference"],"original-title":[],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T11:20:37Z","timestamp":1751628037000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3715336.3735774"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,4]]},"references-count":58,"alternative-id":["10.1145\/3715336.3735774","10.1145\/3715336"],"URL":"https:\/\/doi.org\/10.1145\/3715336.3735774","relation":{},"subject":[],"published":{"date-parts":[[2025,7,4]]},"assertion":[{"value":"2025-07-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}