Alles, M. and Riggs, E. M.: Developing a process model for visual penetrative ability, in: Qualitative Inquiry in Geoscience Education Research, edited by: Feig, A. D. and Stokes, A., 756 Geological Society of America Special Paper 474, p. 63–80, https://doi.org/10.1130/2011.2474(06), 2011.
Bangera, G. and Brownell, S. E.: Course-based undergraduate research
experiences can make scientific research more inclusive, CBE-Life Sci.
Edu., 13, 602–606, 2014.
Barab, S. and Dede, C.: Games and Immersive Participatory Simulations for
Science Education: An Emerging Type of Curricula, J. Sci.
Educ. Technol., 16, 1–3, 2007.
Bethune, K.: Changing Trends and Rethinking Geoscience Education in the
Context of a Global Crisis, Geosci. Ca., 47, 167–169,
https://doi.org/10.12789/geocanj.2020.47.164, 2020.
Bowman, D. A., North, C., Chen, J., Polys, N. F., Pyla, P. S., and Yilmaz,
U.: Information-rich virtual environments, Proceedings of the ACM Symposium
on Virtual Reality Software and Technology, ACM, New York, NY, 1–3 October 2003, 81 p., https://doi.org/10.1145/1008653.1008669, 2003.
Bursztyn, N., Shelton, B., Walker, A., and Pederson, J.: Increasing
Undergraduate Interest to Learn Geoscience with GPS-based Augmented Reality
Field Trips on Students' Own Smartphones, GSA Today, 27, 4–10, 2017.
Bursztyn, N., Goode, R., and McDonough, C.: “I Felt Like a Scientist!”: Accessing America's National Parks on Every Campus, in: America's Largest Classroom: What We Learn from Our
National Parks, edited by: Thompson, J. and
Houseal, A., Berkeley, University of California Press, 151–166,
https://doi.org/10.1525/9780520974555-019, 2020.
Bursztyn, N., Riegel, H., Sajjadi, P., Masters, B., Zhao, J., Huang, J.,
Bagher, M., Wallgrun, J., and Klippel, A.: Fostering Geological Thinking
Through Virtual Strike and Dip Measurements, in: 2021 IEEE Conference on Virtual
Reality and 3D User Interfaces Abstracts and Workshops (VRW), virtual conference (online) 27 March – 2 April 2021, 303–308, https://doi.org/10.1109/VRW52623.2021.00061, 2021.
Bursztyn, N., Sajjadi, P., Riegel, H., Huang, J., Wallgrün, J. O., Zhao, J., Masters, B., and Klippel, A.: SaD Data.csv. figshare, [data set], https://doi.org/10.6084/m9.figshare.19233372.v1, 2022.
Cawood, A. J. and Bond, C. E.: eRock: An Open-Access Repository of Virtual
Outcrops for Geoscience Education, GSA Today, 29, 36–37, https://doi.org/10.1130/GSATG373GW.1, 2018.
Chenrai, P. and Jitmahantakul, S.: Applying Virtual Reality Technology to
Geoscience Classrooms, Review of International Geographical Education
Online, 9, 577–590, 2019.
Cunningham, T. D. and Lansiquot, R. D.: Modeling Interdisciplinary
Place-Based Learning in Virtual Worlds: Lessons Learned and Suggestions for
the Future, in: Interdisciplinary
Perspectives on Virtual Place-Based Learning, edited by: Lansiquot, R. D. and MacDonald, S. P., Springer International
Publishing, Cham, 133–145, https://doi.org/10.1007/978-3-319-66014-1_7, 2019.
Dalgarno, B.: The potential of 3D virtual learning environments: A
constructivist analysis, Electronic Journal of Instructional Science and
Technology, 5, 3–6, 2002.
Dede, C.: Immersive interfaces for engagement and learning, Science, 323, 66–69, 2009.
Dolphin, G., Dutchak, A., Karchewski, B., and Cooper, J.: Virtual field
experiences in introductory geology: Addressing a capacity problem, but
finding a pedagogical one, Journal of Geoscience Education, 67, 114–130, 2019.
Elkins, J. and Elkins, N. M. L.: Teaching geology in the field: Significant
geoscience concept gains in entirely field-based introductory geology
courses, Journal of Geoscience Education, 55, 126–132, https://doi.org/10.5408/1089-9995-55.2.126, 2017.
Gagnier, K. M., Atit, K., Ormand, C. J., and Shipley, T. F.: Comprehending 3D
Diagrams: Sketching to Support Spatial Reasoning, Top. Cogn.
Sci., 9, 883–901, 2017.
Hocine, N., Gouaich, A., and Cerri, S. A.: Dynamic Difficulty Adaptation in
Serious Games for Motor Rehabilitation, in: International Conference on Serious Games, GameDays 2014, Darmstadt, Germany, 1–5 April 2014, https://doi.org/10.1007/978-3-319-05972-3_13, 115–128, 2014.
Höffler, T. N. and Leutner, D.: The role of spatial ability in learning
from instructional animations – Evidence for an ability-as-compensator
hypothesis, Comput. Hum. Behavior, 27, 209–216, 2011.
IJsselsteijn, W. A. and Riva, G.: Being there: The experience of presence in mediated environments, in: Being there: Concepts, effects and measurements of user presence in synthetic environments, edited by: IJsselsteijn, W. A., Riva, G., and Davide, F., IOS, Amsterdam, Oxford, 3–16, ISBN 1586033018, 2003.
Jamieson, M., Cullen, B., McGee-Lennon, M., Brewster, S., and Evans, J. J.:
The efficacy of cognitive prosthetic technology for people with memory
impairments: a systematic review and meta-analysis, Neuropsychol.
Rehabil., 24, 419–444, 2014.
Johnson-Glenberg, M. C.: Immersive VR and Education: Embodied design
principles that include gesture and hand controls, Front. Robot. AI, 5, 27, https://doi.org/10.3389/frobt.2018.00081, 2018.
Klingenberg, S., Jørgensen, M. L., Dandanell, G., Skriver, K., Mottelson,
A., and Makransky, G.: Investigating the effect of teaching as a generative
learning strategy when learning through desktop and immersive VR: A media
and methods experiment, Brit. J. Educ. Technol., 51, 2115–2138, 2020.
Klippel, A., Zhao, J., Jackson, K. L., La Femina, P., Stubbs, C., and
Oprean, D.: Transforming earth science education through immersive
experiences – delivering on a long held promise, J. Educ.
Comput. Res., 57, 1745–1771, https://doi.org/10.1177/0735633119854025, 2019.
Klippel, A., Zhao, J., Oprean, D., Wallgrün, J. O., Stubbs, C., La
Femina, P., and Jackson, K. L.: The value of being there: toward a science
of immersive virtual field trips, Virtual Reality, 24, 753–770, https://doi.org/10.1007/s10055-019-00418-5, 2020a.
Klippel, A., Zhao, J., Sajjadi, P., Wallgrün, J. O., Bagher, M. M., and
Oprean, D.: Immersive place-based learning – An extended research
framework, in: 2020 IEEE Conference on Virtual Reality and 3D User
Interfaces Abstracts and Workshops (VRW), Piscataway, NJ, Atlanta GA, 22–26 March 2020, 449–454, https://doi.org/10.1109/VRW50115.2020.00095, 2020b.
Kolb, D. A.: Experiential learning. Experience as the source of learning and development, Second edition, Pearson Education Inc., Upper Saddle River, New Jersey, ISBN 13 9780133892406, 2015.
Lages, W. S. and Bowman, D. A.: Move the Object or Move Myself?: Walking vs.
Manipulation for the Examination of 3D Scientific Data, Frontiers in ICT, 5, 236 pp., 2018.
Lee, E. A.-L., Kok, W. W., and Chun, C. F.: How does desktop virtual reality enhance learning outcomes? A structural equation modeling approach, Computers and Education, 55, 1424–1442, https://doi.org/10.1016/j.compedu.2010.06.006, 2010.
Liu, R., Wang, L., Lei, J., Wang, Q., and Ren, Y.: Effects of an immersive
virtual reality-based classroom on students' learning performance in science
lessons, Brit. J. Educ. Technol., 51, 2034–2049, https://doi.org/10.1111/bjet.13028, 2020.
Lopes, R. and Bidarra, R.: Adaptivity challenges in games and simulations: A survey, IEEE T. Comp. Intel. AI, 3, 85–99, 2011.
Maceachren, A. M. and Brewer, I.: Developing a conceptual framework for
visually-enabled geocollaboration, Int. J. Geogr. Inf. Sci., 18, 1–34, https://doi.org/10.1080/13658810310001596094, 2004.
Madon, M.: Geoscience activities amid the Covid-19 pandemic-opportunities for cross-discipline learning and knowledge-sharing, Warta Geologi, 46, 113–120, https://doi.org/10.7186/wg462202012, 2020.
Marín-Spiotta, E., Barnes, R. T., Berhe, A. A., Hastings, M. G., Mattheis, A., Schneider, B., and Williams, B. M.: Hostile climates are barriers to diversifying the geosciences, Adv. Geosci., 53, 117–127, https://doi.org/10.5194/adgeo-53-117-2020, 2020.
Marshall, M. S. and Higley, M. C.: Multi-scale virtual field experience: sedimentology and stratigraphy of Grand Ledge, Michigan, USA, Geosci. Commun., 4, 461–474, https://doi.org/10.5194/gc-4-461-2021, 2021.
Mayer, R. E. and Sims, V. K.: For whom is a picture worth a thousand words?
Extensions of a dual-coding theory of multimedia learning, J. Educ. Psychol., 86, 389–401, 1994.
McComas W. F. (Ed.): The Language of Science Education: An Expanded Glossary of Key Terms and Concepts in Science Teaching and Learning, Sense Publishers and Imprint: Sense Publishers, Rotterdam, The Netherlands, ISBN 978-94-6209-495-6, 2014.
Mead, C., Buxner, S., Bruce, G., Taylor, W., Semken, S., and Anbar, A. D.:
Immersive, interactive virtual field trips promote science learning, Journal
of Geoscience Education, 67, 131–142, https://doi.org/10.1080/10899995.2019.1565285, 2019.
Métois, M., Martelat, J.-E., Billant, J., Andreani, M., Escartín, J., Leclerc, F., and the ICAP team: Deep oceanic submarine fieldwork with undergraduate students: an immersive experience with the Minerve software, Solid Earth, 12, 2789–2802, https://doi.org/10.5194/se-12-2789-2021, 2021.
Morales, N., O'Connell, K. B., McNulty, S., Berkowitz, A., Bowser, G.,
Giamellaro, M., and Miriti, M. N.: Promoting inclusion in ecological field
experiences: Examining and overcoming barriers to a professional rite of
passage, The Bulletin of the Ecological Society of America, 101, e01742, https://doi.org/10.1002/bes2.1742, 2020.
Moysey, S. M. J. and Lazar, K. B.: Using virtual reality as a tool for field-based learning in the earth sciences, in: Interdisciplinary Perspectives on Virtual Place-Based Learning, edited by: Lansiquot, R. D. and MacDonald, S. P., Springer International Publishing, Cham, 99–122, ISBN 978-3030324704, 2019.
Nesbit, P. R., Boulding, A. D., Hugenholtz, C. H., Durkin, P. R., and Hubbard, S. M.: Visualization and sharing of 3D digital outcrop models to
promote open science, GSA Today, 30, 4–10, 2020.
Newcombe, N. S.: Picture This: Increasing math and science learning by
improving spatial thinking, J. Educ. Psychol., 34, 29–35, https://doi.org/10.1037/A0016127, 2010
O'Connor, E. A. and Domingo, J.: A Practical Guide, With Theoretical
Underpinnings, for Creating Effective Virtual Reality Learning Environments,
Journal of Educational Technology Systems, 45, 343–364, 2017.
Olson, S. and Riordan, D. G.: Engage to Excel: Producing One Million Additional College Graduates with Degrees in Science, Technology, Engineering, and Mathematics, Report to the President, Executive Office of the President, ERIC Number: ED541511, 1–130, 2012.
Orion, N. and Hofstein, A.: Factors that influence learning during a scientific field trip in a natural environment, J. Res. Sci. Teach., 31, 1097–1119, 1994.
Ormand, C. J., Shipley, T. F., Tikoff, B., Harwood, C. L., Atit, K., and
Boone, A. P.: Evaluating Geoscience Students' Spatial Thinking Skills in a
Multi-Institutional Classroom Study, Journal of Geoscience Education, 62, 146–154, 2014.
O'Sullivan, M. and Kearney, G.: Virtual Reality (VR) Technology: Empowering
Managers to Reduce and Eliminate Accessibility Barriers for People with
Autism Spectrum Disorders, St. Health T., 256, 253–261, 2018.
Parong, J. and Mayer, R. E.: Cognitive and affective processes for learning
science in immersive virtual reality, J. Comput. Assist. Learn., 37, 226–241, 2020.
Peirce, N. and Wade, V.: Personalised Learning for Casual Games: The “Language Trap” Online Language Learning Game, in: 4th European Conference on Game Based Learning (ECGBL), Copenhagen, Denmark, 21–22 October 2010, Bente Meyer, Academic Publishing, 306–315,
http://hdl.handle.net/2262/41244 (last access: 25 January 2022), 2010.
Petersen, G. B., Klingenberg, S., Mayer, R. E., and Makransky, G.: The
virtual field trip: Investigating how to optimize immersive virtual learning
in climate change education, Br. J. Educ. Technol., 51, 2099–2115, https://doi.org/10.1111/bjet.12991, 2020.
Powers, A. L.: An evaluation of four place-based education programs, J. Environ. Educ., 35, 17–32, 2004.
Pyle, E. J.: The evaluation of field course experiences: A framework for
development, improvement, and reporting, in: Field Geology Education: Historical perspectives and
modern approaches: GSA Special Paper 461, edited by: Whitmeyer, S. J., Mogk, D. W., and Pyle, E. J., Geological Society of America, Boulder, CO, 341–356, https://doi.org/10.1130/2009.2461(26), 2009.
Riquelme, A., Pastor, J. L., Cano, M., Tomás, R., Benavente, D., and Jordá, L.: Digitalisation of rock specimens and outcrops for training., in: ISRM International Symposium-EUROCK June, virtual conference (online), 14–19 June, ISRM-EUROCK-2020-055, ISBN 978-82-8208-072-9, 2020.
Rotzien, J. R., Sincavage, R., Pellowski, C., Gavillot, Y., Cooper, S., Shannon, J., Sawyer, J. F., Yildiz, U., Filkorn, H., and Uzunlar, N.: Field-based geoscience education during the COVID-19 pandemic: Planning and execution, Part II: Geological Society of America, GSA 2020 Connects Online, online conference, 25–28 October 2020, abstract no. 359659, https://doi.org/10.1130/abs/2020AM-359659, 2020.
Rotzein, J. R., Sincavage, R., Pellowski, C., Gavillot, Y., Filkorn, Cooper,
S., Shannon, J., Yildiz, U., Sawyer, F., and Uzunlar, N.: Field-Based
Geoscience Education during the COVID-19 Pandemic: Planning, Execution,
Outcomes, and Forecasts, GSA Today, 31, 4–10, https://doi.org/10.1130/GSATG483A.1, CC-BY-NC, 2021.
Sajjadi, P., van Broeckhoven, F., and de Troyer, O.: Dynamically adaptive
educational games: A new perspective, in: International Conference on Serious
Games, GameDays 2014, Darmstadt, Germany, 1–5 April 2014, https://doi.org/10.1007/978-3-319-05972-3_8, 71–76, 2014
Sajjadi, P., Zhao, J., Wallgrün, J. O., Fatemi, A., Zidik, Z., La
Femina, P., Fuhrman, T., and Klippel, A.: The effect of virtual agent gender
and embodiment on the experiences and performance of students in Virtual
Field Trips, in: 2020 IEEE International Conference on Engineering,
Technology and Education, Piscataway, New Jersey: IEEE, 8–11 December 2020, https://doi.org/10.1109/TALE48869.2020.9368457, 1–8, 2020.
Schreier, M.: Qualitative content analysis in practice, Sage Publications, London, ISBN 9781849205931, 2012.
Semken, S., Ward, E. G., Moosavi, S., and Chinn, P. W. U.: Place-based
education in geoscience: Theory, research, practice, and assessment: Theory,
Research, Practice, and Assessment, Journal of Geoscience Education, 65, 542–562, 2018.
Shipley, T. F., Tikoff, B., Ormand, C., and Manduca, C.: Structural geology
practice and learning, from the perspective of cognitive science, J. Struct. Geol., 54, 72–84, 2013.
Shute, V. J., Wang, L., Greiff, S., Zhao, W., and Moore, G.: Measuring
problem solving skills via stealth assessment in an engaging video game,
Comput. Hum. Behav., 63, 106–117, 2016.
Simpson, M., Zhao, J., and Klippel, A.: Take a walk: Evaluating movement
types for data visualization in immersive virtual reality, Workshop on
Immersive Analytics (IA), at IEEE VIS, Phoenix, Arizona, USA, 1 October 2017.
Simpson, M.: Scale and Space: Representations in Immersive Virtual Reality, PhD, University Park, PA USA,
https://etda.libraries.psu.edu/catalog/17663mbs278 (last access: 25 January 2022), 2020.
Slater, M.: Measuring Presence: A Response to the Witmer and Singer Presence
Questionnaire, Presence: Teleoperators and Virtual Environments, 8, 560–565, 1999.
Streicher A. and Smeddinck J. D.: Personalized and Adaptive Serious Games, in: Entertainment Computing and Serious Games, Lecture Notes in Computer Science, edited by: Dörner, R., Göbel S., Kickmeier-Rust, M., Masuch, M., and Zweig, K., Springer, Cham, 9970, 332–377, https://doi.org/10.1007/978-3-319-46152-6_14, 2016.
Stumpf II, R. J., Douglass, J., and Dorn, R. I.: Learning Desert
Geomorphology Virtually versus in the Field, J. Geogr. Higher
Educ., 32, 387–399, https://doi.org/10.1080/03098260802221140, 2008.
Tibaldi, A., Bonali, F. L., Vitello, F., Delage, E., Nomikou, P., Antoniou,
V. E., Becciani, U., Van Wyk de Vreis, B., Krokos, M., and Whitworth, M.:
Real world–based immersive Virtual Reality for research, teaching and
communication in volcanology, B. Volcanol., 82, 38, https://doi.org/10.1007/s00445-020-01376-6, 2020.
Titus, S. and Horsman, E.: Characterizing and Improving Spatial
Visualization Skills, Journal of Geoscience Education, 57, 242–254, 2009.
Vandewaetere, M., Cornillie, F., Clarebout, G., and Desmet, P.: Adaptivity
in Educational Games: Including Player and Gameplay Characteristics,
International Journal of Higher Education, 2, 2, https://doi.org/10.5430/ijhe.v2n2p106, 2013.
Whitmeyer, S. J. and Dordevic, M.: Creating virtual geologic mapping
exercises in a changing world, Geosphere, 17, 226–243, https://doi.org/10.1130/GES02308.1, 2021.
Winn, W.: A conceptual basis for educational applications of virtual
reality. Technical Publication R-93-9, Human Interface Technology Laboratory
of the Washington Technology Center, Seattle: University of Washington,
http://www.hitl.washington.edu/projects/education/winn/winn-paper.html (last access: 25 January 2022), 1993.
Wu, B., Yu, X., and Gu, X.: Effectiveness of immersive virtual reality using
head-mounted displays on learning performance: A meta-analysis, Brit. J. Educ. Technol., 51, 1991–2005, https://doi.org/10.1111/bjet.13023, 2020.
Zaharias, P., Mehlenbacher, B., Law, E. L.-C., and Sun, X.: Evaluating user
experience of adaptive digital educational games with Activity Theory,
Int. J. Hum.-Comput. St., 70, 478–497, 2012.
Zhao, J. and Klippel, A.: Scale-unexplored opportunities for immersive
technologies in place-based learning, 2019 IEEE Conference on Virtual
Reality and 3D User Interfaces (VR), 23–27 March 2019, https://doi.org/10.1109/VR.2019.8797867, 155–162, 2019.
Zhao, J., Simpson, M., Wallgrün, J. O., Sajjadi, P., and Klippel, A.: Exploring the Effects of Geographic Scale on Spatial Learning, Cognitive research: principles and implications, 5, 14 pp., 2020.