Skip to main content

Main menu

  • Home
  • Content
    • Current
    • Archive
  • Info for
    • Authors
    • Subscribers
    • Institutions
    • Advertisers
  • About Us
    • About Us
    • Editorial Board
  • Connect
    • Feedback
    • Help
  • Alerts
  • Free Issue
  • ASLA Research Grant
  • Other Publications
    • UWP
    • Ecological Restoration
    • Land Economics
    • Native Plants Journal

User menu

  • Register
  • Subscribe
  • My alerts
  • Log in
  • My Cart

Search

  • Advanced search
Landscape Journal
  • Other Publications
    • UWP
    • Ecological Restoration
    • Land Economics
    • Native Plants Journal
  • Register
  • Subscribe
  • My alerts
  • Log in
  • My Cart
Landscape Journal

Advanced Search

  • Home
  • Content
    • Current
    • Archive
  • Info for
    • Authors
    • Subscribers
    • Institutions
    • Advertisers
  • About Us
    • About Us
    • Editorial Board
  • Connect
    • Feedback
    • Help
  • Alerts
  • Free Issue
  • ASLA Research Grant
  • Follow uwp on Twitter
  • Visit uwp on Facebook
Research ArticlePeer-Reviewed Articles

Recent Trends in LA-Based Research: A Topic Analysis of CELA Abstract Content

Galen Newman, Dongying Li, Zhihan Tao and Rui Zhu
Landscape Journal, January 2021, 39 (2) 51-73; DOI: https://doi.org/10.3368/lj.39.2.51
Galen Newman
Galen Newman is Associate Professor at Texas A&M University. He also serves as Coordinator of the Bachelor of Landscape Architecture Program and he is Associate Department Head. His research interests include urban regeneration, community resilience, landscape performance, land use science, and spatial analytics.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Dongying Li
Dongying Li is Assistant Professor at Texas A&M University. Her research interests include health systems design, ecosystem services, active living, and data modeling.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Zhihan Tao
Zhihan Tao is a PhD student in the Urban and Regional Science Program at Texas A&M University. His research interests include spatial analysis, low-impact development, landscape performance, and unmanned aerial vehicles.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Rui Zhu
Rui Zhu is a PhD student in the Urban and Regional Science Program at Texas A&M University. Her research interests include design for health, spatial analytics, landscape performance, and advanced digital representation.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • Info & Metrics
  • References
  • PDF
Loading

REFERENCES

  1. ↵
    1. Blei, D.,
    2. Carin, L., &
    3. Dunson, D.
    (2010). Probabilistic topic models. IEEE Signal Processing Magazine, 27(6), 55–65.
    OpenUrl
  2. ↵
    1. Blei, D. M., &
    2. Lafferty, J. D.
    (2006). Dynamic topic models. Paper presented at the Proceedings of the 23rd international conference on machine learning.
  3. ↵
    1. Blei, D. M.,
    2. Ng, A. Y., &
    3. Jordan, M. I.
    (2003). Latent Dirichlet allocation. Journal of Machine Learning Research, 3, 993–1022.
    OpenUrlCrossRef
  4. ↵
    1. Bruns, D.,
    2. van den Brink, A.,
    3. Tobi, H., &
    4. Bell, S.
    (2016). Advancing landscape architecture research. In van den Brink, A., Bruns, D., Tobi, H. & Bell S. (Eds.), Research in landscape architecture: Methods and methodology (pp. 11–23). Routledge.
  5. ↵
    1. Cushing, D. F., &
    2. Renata, A.
    (2015). Themes in landscape architecture publishing: Past trends, future needs. Landscape Journal, 34(1), 15–36.
    OpenUrlAbstract/FREE Full Text
  6. ↵
    1. Das, S.,
    2. Sun, X., &
    3. Dutta, A.
    (2016). Text mining and topic modeling of compendiums of papers from transportation research board annual meetings. Transportation Research Record, 2552(1), 48–56.
    OpenUrl
  7. ↵
    1. Deming, M. E., &
    2. Swaffield, S.
    (2011). Knowing landscape architecture. In Deming M.E. & Swaffield, S. Landscape architectural research: Inquiry, strategy, design (pp. 17–29). John Wiley & Sons.
  8. ↵
    1. Edison, H., &
    2. Carcel, H.
    (2020). Text data analysis using latent Dirichlet allocation: An application to FOMC transcripts. Applied Economics Letters, 1–5.
  9. Executive Committee of the Council of Educators in Landscape Architecture (CELA). (1976). Task Force on Future Directions: Options and potentials for the CELA. Draft Report, July 16.
  10. ↵
    1. Fein, A.
    (1972). A study of the profession of landscape architecture: Technical report. American Society of Landscape Architects Foundation.
  11. ↵
    1. Francis, M.
    (2016). The making of democratic streets. Contesti. Città, territori, progetti (1–2), 192–213.
  12. ↵
    1. Gobster, P. H.,
    2. Nassauer, J. I., &
    3. Nadenicek, D. J.
    (2010). Landscape journal and scholarship in landscape architecture the next 25 years. Landscape Journal, 29(1), 52–70.
    OpenUrlAbstract/FREE Full Text
  13. ↵
    1. Hester, R. T.
    (2006). Design for ecological democracy. MIT Press.
  14. ↵
    1. Hodges, M. R., &
    2. Rutz, M. E.
    (1997). An historical summary of the council of educators in landscape architecture. Landscape Journal, 16(1), 108–114.
    OpenUrlAbstract/FREE Full Text
  15. ↵
    1. Langley, W. N.,
    2. Corry, R. C., &
    3. Brown, R. D.
    (2018). Core knowledge domains of landscape architecture. Landscape Journal, 37(1), 9–21.
    OpenUrlAbstract/FREE Full Text
  16. ↵
    1. Linn, K.
    (2007). Building commons and community. New Village Press.
  17. ↵
    1. Meijering, J. V.,
    2. Tobi, H.,
    3. van den Brink, A.,
    4. Morris, F., &
    5. Bruns, D.
    (2015). Exploring research priorities in landscape architecture: An international Delphi study. Landscape and Urban Planning, 137, 85–94.
    OpenUrl
  18. ↵
    1. Milburn, L. A. S., &
    2. Brown, R. D.
    (2016). Research productivity and utilization in landscape architecture. Landscape and Urban Planning, 147(1), 71–77.
    OpenUrl
  19. ↵
    1. Mo, Y.,
    2. Kontonatsios, G., &
    3. Ananiadou, S.
    (2015). Supporting systematic reviews using LDA-based document representations. Systematic Reviews, 4(1), 172.
    OpenUrl
    1. Newman, G.,
    2. George, B.,
    3. Li., D.,
    4. Tao, Z.,
    5. Yu. S.,
    6. Lee, R. J.
    (2018). Online learning in landscape architecture: Assessing issues, preferences, and student needs in design-related online education. Landscape Journal, 37(2), 41–63.
    OpenUrlAbstract/FREE Full Text
  20. ↵
    1. Newman, G.
    2. Kim, J. H.,
    3. Lee, R. J.,
    4. Brown, B., &
    5. Huston, S.
    (2016). The perceived effects of flipped teaching on knowledge acquisition. Journal of Effective Teaching, 16(1), 52–71.
    OpenUrl
  21. ↵
    1. Newman, G.,
    2. Ozdil, T., &
    3. Li, D.
    (2018). Engaged scholarship: The 2019 Council of Educators in Landscape Architecture Conference [Conference Review]. Landscape Journal, 37(2), 133–136.
    OpenUrlFREE Full Text
  22. ↵
    1. Nijhuis, S., &
    2. Bobbink, I.
    (2012). Design-related research in landscape architecture. Journal of Design Research, 10(4), 239–257.
    OpenUrl
  23. ↵
    1. Nijhuis, S., &
    2. de Vries, J.
    (2019). Design as research in landscape architecture. Landscape Journal, 38(1-2), 87–103.
    OpenUrlAbstract/FREE Full Text
  24. ↵
    1. Powers, M. N., &
    2. Walker, J. B.
    (2009). Twenty-five years of Landscape Journal: An analysis of authorship and article content. Landscape Journal, 28(1), 96–110.
    OpenUrlAbstract/FREE Full Text
  25. ↵
    1. Sun, L., &
    2. Yin, Y.
    (2017). Discovering themes and trends in transportation research using topic modeling. Transportation Research Part C: Emerging Technologies, 77, 49–66.
    OpenUrl
  26. ↵
    1. Tufte, E. R.
    (2001). The visual display of quantitative information (vol. 2). Graphics Press.
  27. ↵
    1. Vicenzotti, V.,
    2. Jorgensen, A.,
    3. Qviström, M., &
    4. Swaffield, S.
    (2016). Forty years of landscape research. Landscape Research, 41(4), 388–407.
    OpenUrl
  28. ↵
    1. Wei, X., &
    2. Croft, W. B.
    (2006,). LDA-based document models for ad-hoc retrieval. In Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 178–185). ACM.
PreviousNext
Back to top

In this issue

Landscape Journal: 39 (2)
Landscape Journal
Vol. 39, Issue 2
1 Jan 2021
  • Table of Contents
  • Table of Contents (PDF)
  • Index by author
  • Front Matter (PDF)
Print
Download PDF
Article Alerts
Sign In to Email Alerts with your Email Address
Email Article

Thank you for your interest in spreading the word on Landscape Journal.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Recent Trends in LA-Based Research: A Topic Analysis of CELA Abstract Content
(Your Name) has sent you a message from Landscape Journal
(Your Name) thought you would like to see the Landscape Journal web site.
Citation Tools
Recent Trends in LA-Based Research: A Topic Analysis of CELA Abstract Content
Galen Newman, Dongying Li, Zhihan Tao, Rui Zhu
Landscape Journal Jan 2021, 39 (2) 51-73; DOI: 10.3368/lj.39.2.51

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
Recent Trends in LA-Based Research: A Topic Analysis of CELA Abstract Content
Galen Newman, Dongying Li, Zhihan Tao, Rui Zhu
Landscape Journal Jan 2021, 39 (2) 51-73; DOI: 10.3368/lj.39.2.51
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Bookmark this article

Jump to section

  • Article
    • Abstract
    • INTRODUCTION
    • A REVIEW OF LA RESEARCH TOPICS
    • RESEARCH OBJECTIVES
    • METHODS
    • RESULTS
    • DISCUSSION AND CONCLUSION
    • AUTHOR CONTRIBUTION
    • PEER REVIEW STATEMENT
    • REFERENCES
  • Figures & Data
  • Info & Metrics
  • References
  • PDF

Related Articles

  • No related articles found.
  • Google Scholar

Cited By...

  • A Qualitative Study of Practitioner Perspectives on Landscape Architecture and Equity
  • Google Scholar

More in this TOC Section

  • A Systematic Literature Review of the Economic Effects of Stormwater Best Management Practices (BMPs) on Housing Prices
  • Zoning: A Prospective Instrument of Climate Adaptation
  • Gestures in Stone: Pilgrims and the Vernacular Landscape of the Camino de Santiago de Compostela
Show more Peer-Reviewed Articles

Similar Articles

Keywords

  • Latent Dirichlet allocation
  • Landscape architecture
  • design research
  • topic analysis
UW Press logo

© 2025 Board of Regents of the University of Wisconsin System

Powered by HighWire