Designing Three-Dimensional Augmented Reality Weather Visualizations to Enhance General Aviation Weather Education

Philippe Meister Iowa State University ; Jack Miller Iowa State University ; Kexin Wang Iowa State University ; Michael C. Dorneich Iowa State University ; Eliot Winer Iowa State University ; Lori J. Brown ; Geoffrey Whitehurst Kalamazoo College

Abstract

<roman xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><b>Objective</b>:</roman> We designed, developed, and evaluated a 3D augmented reality (AR) weather visualization to investigate whether it could enhance communication about weather in general aviation (GA) education. <roman xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><b>Background</b>:</roman> Evaluations of GA weather training identified gaps in training where students lack the ability to correlate weather knowledge to inflight decision making. <roman xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><b>Literature review</b>:</roman> 3D AR learning objects have been used in the sciences to make representations of multidimensional natural phenomena more accessible in classroom settings, and they offer the promise of enhancing communication about weather. <roman xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><b>Research question</b>:</roman> Can smartphone- and tablet-based 3D AR weather visualizations be effective tools to enhance current GA weather education? <roman xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><b>Methods</b>:</roman> A 3D AR thunderstorm cell lifecycle visualization was designed and developed. A preliminary evaluation of the application for GA weather training was conducted with one certified flight instructor, one university aviation meteorology instructor, one university thunderstorm expert, and three students to assess whether the AR thunderstorm visualization can communicate weather theory and whether the interfaces are usable for learning and task completion. <roman xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><b>Results</b>:</roman> Students’ knowledge of thunderstorms increased after using the visualization to explore the dynamics of the thunderstorm lifecycle and various aspects of thunderstorms. Experts felt that the learning experience met their expectations of what they wanted to communicate about thunderstorm theory. The AR interfaces were rated as usable for learning interactions and produced low levels of workload. <roman xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><b>Conclusion</b>:</roman> The communication of thunderstorm theory was supported by the animation and interactivity of the visualization, and has the potential to enhance current general aviation weather education.

Journal
IEEE Transactions on Professional Communication
Published
2022-06-01
DOI
10.1109/tpc.2022.3155920
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  1. IEEE Transactions on Professional Communication

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  1. Journal of Business and Technical Communication
Also cites 41 works outside this index ↓
  1. 10.1145/584955.584974
  2. 10.1145/1297144.1297152
  3. 10.4324/9780429287732-17
  4. 10.7771/2159-6670.1153
  5. 10.1016/j.tra.2012.10.018
  6. 10.1037/1076-898X.1.4.305
  7. 10.1207/S15327108IJAP1302_05
  8. 10.1518/0018720024497871
  9. 10.1207/S15327108IJAP1104_3
  10. 10.1016/j.jsr.2008.05.009
  11. 10.1177/1541931218621406
  12. 10.1080/10494820.2016.1181094
  13. 10.1016/j.compedu.2013.09.004
  14. 10.1016/j.compedu.2018.05.002
  15. 10.1109/MC.2012.111
  16. 10.1016/j.learninstruc.2004.06.005
  17. 10.1002/ase.1603
  18. 10.1007/s11042-017-4991-4
  19. 10.1111/bjet.12462
  20. 10.1177/001872088402600507
  21. 10.1177/001872088202400107
  22. 10.1518/hfes.45.2.337.27246
  23. 10.1080/10508414.2010.487013
  24. 10.15394/jaaer.2019.1793
  25. 10.1177/1541931213601946
  26. 10.7717/peerj.355
  27. 10.1016/j.newast.2008.03.008
  28. 10.1371/journal.pone.0115697
  29. 10.1162/pres.1997.6.4.355
  30. 10.1145/3415088.3415120
  31. 10.1016/j.promfg.2018.01.022
  32. 10.1093/iwcomp/iwab007
  33. 10.1051/bioconf/20110100029
  34. 10.1518/001872008x288385
  35. 10.1016/j.edurev.2016.11.002
  36. 10.1016/j.procir.2016.02.093
  37. 10.3389/frobt.2018.00037
  38. 10.1016/s0166-4115(08)62386-9
  39. 10.3357/ASEM.3770.2014
  40. 10.1201/9781420063608-16
  41. 10.1016/S0747-5632(02)00054-7