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Forecasting the Energy-related CO2 Emissions of Turkey Using a Grey Prediction Model

机译:使用灰色预测模型预测土耳其与能源有关的CO2排放

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As one of the most important anthropogenic greenhouse gases, carbon dioxide (CO2) emissions have drawn great academic and scientific attention over the last decades. With the economic development and fossil energy consumption growth in especially developing countries, such as Turkey, efforts controlling the CO2 emissions are required for both planning the countries' energy policy and maintaining the international agreement on climate change mitigation. Therefore, forecasting the CO2 emissions is a key factor in adjusting related policies. This article aims at presenting a grey prediction model to forecast the energy-related CO2 emissions in Turkey. Energy-related CO2 emissions for the period of 1965-2012 were considered as the case of this study. Then, emissions in Turkey were forecasted in the upcoming years, up to year 2025. Additionally, the forecasting accuracy was examined by calculating three different evaluation statistics. The results indicated that future energy-related CO2 emissions of Turkey can be successfully forecasted by application of the grey prediction model, and this technique can be used as a potential forecasting tool for CO2 emission.
机译:作为最重要的人为温室气体之一,二氧化碳(CO2)排放在过去几十年中引起了学术界和科学界的极大关注。随着特别是发展中国家(例如土耳其)的经济发展和化石能源消耗的增长,在规划该国的能源政策和维持缓解气候变化的国际协议方面都需要努力控制二氧化碳的排放。因此,预测二氧化碳排放量是调整相关政策的关键因素。本文旨在提出一种灰色预测模型,以预测土耳其与能源有关的二氧化碳排放量。本研究以1965年至2012年与能源有关的CO2排放为例。然后,对未来几年(到2025年)的土耳其排放量进行了预测。此外,还通过计算三种不同的评估统计数据来检验了预测的准确性。结果表明,通过应用灰色预测模型可以成功地预测土耳其未来与能源有关的CO2排放,并且该技术可以用作潜在的CO2排放预测工具。

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