zmlabe/datavizstudies

Repository for studies on data visualization in weather/climate science

DataVizStudies

Repository for studies on data visualization in weather/climate science

Under construction... [Python 3.7]

Contact

Zachary Labe - Research Website - @ZLabe

Description

• Scripts/: Main Python scripts/functions used in data analysis and plotting
• requirements.txt: List of environments and modules associated with the most recent version of this project. A Python Anaconda3 Distribution was used for our analysis. Tools including NCL, CDO, and NCO were also used for initial data manipulation.

Data

• Berkeley Earth Surface Temperature project (BEST) : [DATA]
  • Rohde, R. and Coauthors (2013) Berkeley earth temperature averaging process. Geoinform Geostat Overv. doi:10.4172/2327-4581.1000103 [PUBLICATION]
• CESM Large Ensemble Project (LENS) : [DATA]
  • Kay, J. E and Coauthors, 2015: The Community Earth System Model (CESM) large ensemble project: A community resource for studying climate change in the presence of internal climate variability. Bull. Amer. Meteor. Soc., 96, 1333–1349, doi:10.1175/BAMS-D-13-00255.1, [Publication]

Publications

[2] Witt, J.K., Z.M. Labe, A.C. Warden, and B.A. Clegg (2023). Visualizing Uncertainty in Hurricane Forecasts with Animated Risk Trajectories. Weather, Climate, and Society, DOI:10.1177/1071181322661308 [HTML][SUMMARY][BibTeX]

[1] Witt, J.K., Z.M. Labe, and B.A. Clegg (2022). Comparisons of perceptions of risk for visualizations using animated risk trajectories versus cones of uncertainty. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, DOI:10.1177/1071181322661308 [HTML][SUMMARY][BibTeX]

Conferences

[2] Witt, J.K., Z.M. Labe, and B. Clegg. Comparisons of Perceptions of Risk for Visualizations Using Animated Risk Trajectories Versus Cones of Uncertainty, Human Factors and Ergonomics Society (HFES) 66th International Annual Meeting, Atlanta, GA (Oct 2022). [ABSTRACT]

[1] Witt, J.K., Z.M. Labe, B. Clegg, and A. Warden. An alternative to the “Cone of Uncertainty” that is flexible, intuitive, and desirable for communicating hurricane forecasts, 17th Symposium on Societal Applications: Policy, Research and Practice, Virtual Attendance (Jan 2022). [ABSTRACT]