Eyes in the Sky: Drones Applications in the Built Environment under Climate Change Challenges
Глаза в небе: применение дронов в построенной среде в условиях проблем, связанных с изменением климата
2023-10-16
SCID: 54.1/7yy5b2zt
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AI-integrated UAV predictive modellingLiDAR and thermal imaging sensorsUAV-based air quality and greenhouse gas monitoringdrones (unmanned aerial vehicles, UAVs)urban heat island mapping
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Abstract (AI)
This paper reviews the diverse applications of drone technologies in the built environment and their role in climate change research. Drones, or unmanned aerial vehicles (UAVs), have emerged as valuable tools for environmental scientists, offering new possibilities for data collection, monitoring, and analysis in the urban environment. The paper begins by providing an overview of the different types of drones used in the built environment, including quadcopters, fixed-wing drones, and hybrid models. It explores their capabilities and features, such as high-resolution cameras, LiDAR sensors, and thermal imaging, which enable detailed data acquisition for studying climate change impacts in urban areas. The paper then examines the specific applications of drones in the built environment and their contribution to climate change research. These applications include mapping urban heat islands, assessing the energy efficiency of buildings, monitoring air quality, and identifying sources of greenhouse gas emissions. UAVs enable researchers to collect spatially and temporally rich data, allowing for a detailed analysis and identifying trends and patterns. Furthermore, the paper discusses integrating UAVs with artificial intelligence (AI) to derive insights and develop predictive models for climate change mitigation and adaptation in urban environments. Finally, the paper addresses drone technologies’ challenges and the future directions in the built environment. These challenges encompass regulatory frameworks, privacy concerns, data management, and the need for an interdisciplinary collaboration. By harnessing the potential of drones, environmental scientists can enhance their understanding of climate change impacts in urban areas and contribute to developing sustainable strategies for resilient cities.
Key Findings
1
Deployment of drone technologies faces challenges including regulatory frameworks, privacy concerns, data management, and the need for interdisciplinary collaboration.
2
Drones (quadcopter, fixed-wing, hybrid) equipped with high-resolution cameras, LiDAR, and thermal imaging enable detailed data acquisition in urban environments.
3
Drones provide spatially and temporally rich datasets that allow detailed analysis to identify trends and patterns related to climate change impacts in cities.
4
Integrating UAVs with artificial intelligence supports deriving insights and developing predictive models for climate change mitigation and adaptation in urban areas.
5
UAVs are applied to map urban heat islands, assess building energy efficiency, monitor air quality, and identify greenhouse gas emission sources.
Research Object
Drone technologies (unmanned aerial vehicles — quadcopters, fixed-wing, hybrid) used in the built environment for environmental data collection
Research Subject
Applications and capabilities of drones for monitoring and analyzing climate-change-related phenomena in urban/built environments (e.g., mapping urban heat islands, building energy efficiency, air quality, GHG sources) including integration with AI and addressing regulatory, privacy, and data-management challenges
Publication Details
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2023-10-16
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