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Integration and differentiation: comparison of photography behaviors using unmanned aerial vehicle data in China and Europe

Earth Sciences

Integration and differentiation: comparison of photography behaviors using unmanned aerial vehicle data in China and Europe

X. Chen, G. Li, et al.

This intriguing study dives into the world of UAV photography, analyzing data from SkyPixel across China and Europe. Discover the emotional nuances different regions express through their photography and the fascinating hotspots shaped by human behavior and nature, researched by Xiliang Chen, Gang Li, Muhammad Sajid Mehmood, Qifan Nie, and Jie Yu.

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~3 min • Beginner • English
Abstract
The study analyzes UAV (drone) photographs and metadata uploaded to the SkyPixel platform by users in China and Europe to compare photographic content, photographer sentiment, and spatial distribution. Using Microsoft Azure computer vision and sentiment analysis, social network analysis, and spatial kernel density estimation, the authors find UAV photography centers on natural landscapes, transportation facilities, and people’s daily behaviors. Chinese photographers express mainly neutral emotions, while European photographers show predominantly positive emotions. Spatial hot spots cluster in mature tourist destinations, especially near waterbodies. The work advances understanding of UAV users as an emerging group in tourism contexts.
Publisher
HUMANITIES AND SOCIAL SCIENCES COMMUNICATIONS
Published On
Oct 11, 2023
Authors
Xiliang Chen, Gang Li, Muhammad Sajid Mehmood, Qifan Nie, Jie Yu
Tags
UAV photography
SkyPixel
China
Europe
emotions
tourist areas
data analysis

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