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Updated: Oct 18, 2025

Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
Improving the visual communication of environmental model projections
Hayley J Bannister1,2,3, Paul G Blackwell4, Kieran Hyder5,6
1Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, UK. hayleyjbannister@gmail.com.
Visualizing multi-model ensembles (MMEs) effectively is crucial for environmental management. Dot and box plots are superior for accurately communicating complex climate model data, outperforming other visualization types.
Area of Science:
- Environmental modeling
- Climate science
- Data visualization
Background:
- Environmental and ecosystem models project future states for natural system management.
- Multi-model ensembles (MMEs) enhance projection reliability but introduce communication challenges due to uncertainty.
- Effective data visualization is needed to accurately convey complex MME outputs.
Purpose of the Study:
- To identify the most effective data visualization methods for communicating outputs from global climate model ensembles.
- To establish an evidence base for designing visually appealing and accurate MME visualizations.
- To guide the development of visualizations that enhance the impact and societal relevance of climate models.
Main Methods:
- Conducted a survey assessing interpretation accuracy, confidence, and ease of 10 different visualizations of MME outputs.
- Collected participant preferences for various visualization techniques.
- Analyzed performance metrics across different visualization types.
Main Results:
- Dot and box plots demonstrated superior performance in accuracy and ease of interpretation.
- Heat maps and radar plots were found to be less effective for communicating MME data.
- An infographic, while visually appealing, lacked sufficient detail for accurate interpretation.
Conclusions:
- Dot and box plots are recommended for effectively communicating MME outputs.
- Guidelines are provided to optimize MME visualizations for clarity and impact.
- Improved visualization practices can enhance the societal impact of climate models in management decisions.
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