1990-2021年欧洲温室气体数据系列的建模
1Department of Civil Engineering, Transilvania University of Brașov, 5 Turnului Str., 900152 Brasov, Romania.
Toxics
|September 27, 2023
概括
温室气体 (GHG) 排放量在1990年至2021年期间仅在30个欧洲国家中的17个国家下降. 聚类分析揭示了欧洲温室气体排放的区域和时间趋势,突出了不同的减少成功.
科学领域:
- 环境科学 环境科学
- 气候变化研究 气候变化研究
- 数据分析 数据分析
背景情况:
- 气候变化和大气污染是温室气体 (GHG) 排放带来的关键全球挑战.
- 监测和减少温室气体对于环境保护至关重要.
- 欧盟已采取措施解决温室气体排放问题.
研究的目的:
- 从1990年到2021年,分析欧盟国家和关联国家的温室气体总排放趋势.
- 根据排放趋势,用聚类技术将国家分组起来.
- 确定欧洲温室气体排放的区域和时间模式.
主要方法:
- 对30个欧洲国家 (1990-2021) 年度温室气体排放数据的趋势分析.
- 将k-means和等级分类应用于国家组.
- 使用聚类输出开发具有代表性的区域序列 (RegS) 和时间序列 (TempS).
主要成果:
- 在1990年至2021年期间,在30个分析的欧洲国家中,只有17个国家温室气体排放量下降.
- 各个国家的年度温室气体排放系列并不总是显示出特定的趋势.
- 聚类确定了排放数据中独特的区域和时间模式.
结论:
- 欧洲国家在减少温室气体排放方面表现出不同程度的成功.
- 聚类技术为区域和时间排放动态提供了有价值的见解.
- 需要进一步的有针对性的战略来应对欧洲各地持续存在的温室气体排放挑战.
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