EKOLOJİK YAŞAMI TEHTİD EDEN DEĞİŞKENLERİN VERİ MADENCİLİĞİ MODELLERİ UYGULAMASIYLA BELİRLENMESİ: TÜRKİYE ÖRNEĞİ

Cahit Çeli̇k, Selin Karlilar, Gülsen Kıral
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Abstract

The concept of ecological balance refers to the state in which various organisms coexist harmoniously within a given ecosystem. In recent times, there have been significant environmental challenges that pose a threat to the global ecosystem. It has come to attention that Turkey is experiencing adverse effects of global warming, particularly in the form of water scarcity and temperature fluctuations. Moreover, Turkey is categorized as one of the nations at risk in terms of the detrimental impacts of global warming on the environment. In light of this, the objective of this study is to employ multiple regression analysis and time series analysis to identify the variables that have a negative influence on ecological life in Turkey during the period spanning from 1960 to 2020. The findings of the regression analysis suggest that there is insufficient statistical evidence to support the notion that industrial waste and construction activities have a significant impact on carbon emissions in Turkey. Furthermore, in Turkey, various factors such as population expansion, energy consumption, electricity usage, income levels, reliance on fuel-powered cars, lack of education, energy production, and gas emissions have been identified as having a negative impact on the environment.
应用数据挖掘模型识别威胁生态生命的变量:土耳其案例
生态平衡的概念是指各种生物在特定生态系统中和谐共存的状态。近来,出现了对全球生态系统构成威胁的重大环境挑战。人们注意到,土耳其正在经受全球变暖的不利影响,特别是缺水和气温波动。此外,就全球变暖对环境的不利影响而言,土耳其被列为高危国家之一。有鉴于此,本研究的目的是采用多元回归分析和时间序列分析,找出在 1960 年至 2020 年期间对土耳其生态生活产生负面影响的变量。回归分析的结果表明,没有足够的统计证据支持工业废物和建筑活动对土耳其碳排放有重大影响的观点。此外,在土耳其,人口膨胀、能源消耗、用电量、收入水平、对燃油汽车的依赖、缺乏教育、能源生产和气体排放等各种因素都被认为对环境产生了负面影响。
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