Bibliometric analysis on the climatic effects of green buildings and artificial ıntelligence research trends
グリーンビルディングの気候的影響と人工知能の研究動向に関する書誌分析 (AI 翻訳)
Aslı Akalın, Asena Soyluk
🤖 gxceed AI 要約
日本語
本論文は、グリーンビルディングと人工知能(AI)の研究動向を書誌分析により調査した。気候変動が建築環境に与える影響を背景に、持続可能な建設とCO2削減戦略の重要性を論じ、AI技術が建築のエネルギー効率向上に寄与する可能性を示す。分析結果は、グリーンビルディングとAIの研究が拡大していることを明らかにした。
English
This bibliometric analysis examines research trends in green buildings and artificial intelligence, highlighting their role in mitigating climate change impacts on the built environment. It emphasizes sustainable construction and CO2 reduction strategies, showing that AI can enhance energy efficiency in buildings. The study reveals a growing body of literature at the intersection of these fields.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本では、建築物の省エネ基準強化やZEB推進が進んでおり、本論文の書誌分析はグリーンビルディングとAI研究の国際動向を俯瞰する参考となる。ただし、直接的な政策や実務への応用には限界がある。
In the global GX context
Globally, the paper provides a bibliometric overview of green buildings and AI research, relevant for understanding the convergence of these fields in sustainability. It is not a primary empirical study but offers a useful map of literature trends for researchers.
👥 読者別の含意
🔬研究者:Bibliometric trends in green buildings and AI can inform future research directions.
🏛政策担当者:May guide R&D funding priorities for sustainable construction and AI integration.
📄 Abstract(原文)
In recent years, increasing environmental pressure has significantly altered ecological and social structures in different regions of the world. According to the IPCC (2023), the rise in greenhouse gas concentrations, caused by human activity, is generating significant changes in the climate system. The United Nations Environment Programme emphasizes that these changes notonly affect the climate system but also impact water resources, health, and economic stability. Since the built environment produces significant amounts of greenhouse gas emissions, the construction sector has become a crucial area of focus for sustainability (United Nations Environment Programme [UNEP] & Global Alliance for Buildings and Construction [GlobalABC], 2021). Therefore, sustainable construction and strategies to reduce CO₂ emissions have become important strategies for mitigating environmental impacts and increasing resilience in different regions of the world. Climate change is a consequence of the accumulation of greenhouse gases in the atmosphere, leading to increased ambient temperatures and disruption of the climate system. According to the IPCC (2023), the current increase in ambient temperatures can be attributed to human activities. From a physical perspective, climate change manifests itself through rising ambient temperatures, melting glaciers, and rising sea levels, among other effects. These effects include decreased agricultural productivity, water scarcity, and significant losses invarious ecosystems (IPCC, 2023). Increased urbanization has led to the formation of impermeable surfaces, significantly altering soil characteristics and generating major physical impacts on the climate system. These impacts include increased land surface temperature (LST) and the urban heat island (UHI) effect (Mohamed et al., 2025). Due to climate change, the intensification of hydrological cycles and precipitation patterns increases the tendency for rainfall to be sudden, shortlived, and high-intensity. This increases the likelihood of flooding and surface water accumulation (IPCC, 2021). The presence of impermeable surfaces thatprevent rainwater infiltration into the soil further complicates this situation, thus increasing the probability of flooding.Another physical impact of climate change on urbanization is the expansion of urban areas and the disruption of ecological continuity. The expansion of urban areas alters vegetation, permeability, water storage capacity, and microclimates, thus destabilizing ecological continuity. This destabilization reduces the capacity of vegetation to regulate temperature and mitigate global warming (Seto et al., 2012). Therefore, the expansion and growth of urban areas destabilize their ability to regulate temperature, making them more susceptible to temperature increases caused by climate change. The temperature increase caused by climate change affects building facades in the following ways: it increases heat gain in buildings. This situationrequires prolonged use of air conditioning equipment, which increases electricity consumption. Therefore, building facades must be able to withstand the increased heat gain caused by climate change, and not just the stability of weather conditions (Sánchez-García & Bienvenido-Huertas, 2023). When assessing the socioeconomic impacts of climate change, it has been found that it affects economic costs, social inequality, and quality of life. The temperature increase caused by the urban heat island effect increases energy consumption for cooling. This raises energy costs and reduces the budget allocated to basic needs. For people in low-income and poorly insulated areas, this results in a cost-of-living crisis. In summary, increased physical warming causes economic strain, and economic strain leads to social vulnerability (OECD, 2015; IPCC, 2022). Another effect is that access to green spaces tends to be preserved in high-income areas, while low-income groups are confined to concrete areas, far from vegetation and microclimate comfort (IPCC, 2022).
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.5281/zenodo.19056505first seen 2026-05-19 04:45:37 · last seen 2026-05-24 04:30:42
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