Visualizing Probabilistic Forecast Information Around Community Risk Thresholds: An Action-Research Collaboration Between Environmental Rhetoricians and the National Weather Service

Lynda C. Olman ; Kathryn Lambrecht Arizona State University ; Anne Heggli Desert Research Institute ; Meghan Collins Desert Research Institute ; Zach Tolby ; Benjamin Hatchett Colorado State University ; Quinn Dannies University of Nevada, Reno

Abstract

We conducted a two-phase study with five National Weather Service (NWS) forecast offices in the Western United States region to improve the visualization of probabilistic forecast information (PFI) for their communities. We advance the concept of community risk thresholds (CRT), based on rhetorical commonplaces (communal beliefs, norms, and values) as a productive focus for forecasting. Our results suggest that CRTs are a promising heuristic for simplifying the visual presentation of PFI and increasing its community utility. We discuss the synergies and challenges of action research projects in weather risk communication and conclude by projecting future work focused on (a) visualizing community risk thresholds and (b) identifying productive pairings between weather hazard type and graphic genre.

Journal
Communication Design Quarterly
Published
2026-03-01
DOI
10.1145/3794916.3794919
CompPile
Open Access
OA PDF Gold
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References (77) · 9 in this index

  1. 10.1007/s10584-019-02461-2
  2. 10.1016/j.ocecoaman.2019.05.011
  3. Teaching smart people how to learn. Reflections-society for organizational learning, 4(2), 4–15
  4. 10.1016/j.pdisas.2022.100229
  5. Journal of Business and Technical Communication
Show all 77 →
  1. Rhetoric as a posthuman practice
  2. 10.1075/idj.25.1.06cam
  3. Effectively communicating risk and uncertainty to the public: Assessing the National Weat…
    Bulletin of the American Meteorological Society  
  4. Extreme weather impacts of climate change: an attribution perspective
    Environmental Research: Climate
  5. 10.1177/1075547018799101
  6. Communicating climate change to a local but diverse audience: On the positive impact of l…
    Environmental Communication  
  7. Controlling nature: Weathercasts on local television news
    Journal of Broadcasting & Electronic Media  
  8. Trust in risk management: A model-based review of empirical research
    Risk Analysis: An International Journal  
  9. 10.3390/atmos12060661
  10. 10.3138/cart-2019-0019
  11. 10.1177/15291006211051956
  12. 10.1175/BAMS-D-23-0042.1
  13. Using visualization science to improve expert and public understanding of probabilistic t…
    Weather, Climate, and Society  
  14. A proposal to clearly define threat and risk for weather events. NOAA NWS. https://www.we…
  15. 10.1177/1075547020962100
  16. Still life with rhetoric: A new materialist approach for visual rhetorics
  17. Ensuring survey research data integrity in the era of internet bots. Quality & quantity, …
  18. 10.1175/WAF-D-22-0001.1
  19. Visual communication of probabilistic information to enhance decision support
    Bulletin of the American Meterological Society  
  20. The evolution of climate ideas and knowledge
    Wiley Interdisciplinary Reviews: Climate Change
  21. 10.1175/wcas-d-18-0126.1
  22. The role of self-efficacy and risk perception in the willingness to respond to weather di…
    Disaster Medicine and Public Health Preparedness  
  23. Participatory action research and the public sphere
    Educational Action Research  
  24. 10.1080/00909882.2023.2208653
  25. Improving visual communication of weather forecasts with rhetoric
    Bulletin of the American Meteorological Society  
  26. 10.1177/10755470241231290
  27. Rhetoric Society Quarterly
  28. How likely is that chance of thunderstorms? A study of how National Weather Service forec…
    Journal of Operational Meteorology  
  29. 10.1111/j.1540-4560.1946.tb02295.x
  30. 10.1175/WCAS-D-21-0096.1
  31. Technical Communication Quarterly
  32. Genre and the new rhetoric (pp. 67–78)
  33. 10.1016/j.jenvman.2021.112456
  34. 10.1175/2008WAF2007088.1
  35. Reflections on climate change communication research and practice in the second decade of…
    Wiley Interdisciplinary Reviews: Climate Change
  36. Commonplaces in risk talk: Face threats and forms of interaction
    Journal of Risk Research  
  37. Billion-dollar weather and climate disasters. NOAA. https://www.ncei.noaa.gov/access/billions/
  38. National Weather Service. (n.d.). Anatomy of a forecast. NOAA. https://www.weather.gov/ajk/ForecastTerms#
  39. NOAA weather, water, and climate strategy FY 2023-2027. https://www.noaa.gov/sites/defaul…
  40. 10.1111/0272-4332.205065
  41. 10.1175/BAMS-D-22-0065.1
  42. 10.1080/17524032.2019.1618364
  43. 10.1002/wcc.249
  44. Hybrid collectivity: Hacking environmental risk visualization for the anthropocene
    Communication Design Quarterly
  45. The "Because Science" meme as virtual commonplace
    Quarterly Journal of Speech  
  46. 10.1111/1468-5973.12267
  47. Communication Design Quarterly
  48. Journal of Business and Technical Communication
  49. Technical Communication Quarterly
  50. 10.1175/wcas-d-21-0034.1
  51. Exploring community differences in tornado warning reception, comprehension, and response…
    Bulletin of the American Meteorological Society  
  52. 10.18278/psy.12.1.5
  53. Written Communication
  54. 10.1175/BAMS-D-20-0186.1
  55. Seneviratne S.I. Zhang X. Adnan M. Badi W. Dereczynski C. Di Luca A. Ghosh S. Iskandar I. Kossin J. Lewis S. …
  56. 10.1371/journal.pone.0225968
  57. The effects of weather experiences on climate change attitudes and behaviors
    Current Opinion in Environmental Sustainability  
  58. Citizens speaking as experts: expertise discourse in deliberative forums
    Environmental Communication  
  59. 10.3390/ijgi8080318
  60. Technical Communication Quarterly
  61. The measurement of personal self-efficacy in preparing for a hurricane and its role in mo…
    Journal of Marine Science and Engineering  
  62. IEEE Transactions on Professional Communication
  63. 10.1016/j.ijdrr.2020.101664
  64. 10.1175/WCAS-D-20-0042.1
  65. 10.1175/WAF-D-22-0116
  66. A review of statistical outlier methods
    Pharmaceutical Technology
  67. L. Walsh & C
  68. The visual invention practices of stem researchers: An exploratory topology
    Science Communication  
  69. 10.1177/1075547020986805
  70. Publics and counterpublics (abbreviated version). Quarterly Journal of speech, 88(4), 413–425
  71. Public representation of scientific uncertainty about global climate change
    Public Understanding of Science  
  72. 10.1177/09636625241252561