Related Experiment Video
Updated: May 20, 2025

Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
Influence of climate change and accidents on perception differs among energy technologies
Guillaume F L'Her1, Nickolas A Duncan2, Hank C Jenkins-Smith3
1Nuclear Science and Engineering, The Colorado School of Mines, Golden, CO 80401, USA.
Abstract:
Risk perceptions of energy systems, and their evolution under climate change and after accidents, affect public acceptance of generation technologies. Despite this, little is understood about how such factors impact public perception at different timescales and the drivers for perception. We use state-of-the-art natural language processing to measure temporal changes in sentiment toward energy technologies using the full Twitter archive for 2009-2022. We find that perception of natural gas and wind has changed little as discussion of climate change on social media increased. However, climate-linked sentiment toward coal, solar, and hydropower has become more negative, while that for nuclear has improved. We also find that all generation technologies experience a drop in supportive discourse after definable accidents, but this typically rebounds with a half-life of <3 days. Yet, nuclear power is an exception in how it reacts to large-scale events. After Fukushima, sentiment returned to its positive preaccident levels with an 11.3-month relaxation half-life.
More Related Videos
04:35Author Spotlight: Simulation and Analysis of the Temperature Rise of Ring Main Unit Equipment
Published on: July 5, 2024
11:25Identification and Quantification of Decomposition Mechanisms in Lithium-Ion Batteries; Input to Heat Flow Simulation for Modeling Thermal Runaway
Published on: March 7, 2022
Related Concept Videos
What is Climate?
Global Climate Change
Factors Affecting Perception
An illustrative example of a perceptual set is the scenario where an airline pilot told...
The Availability Heuristic
Radiation: Applications
The average...
What is Weather?