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火电厂碳排放是一种重要的人为碳源,准确估算火电厂碳排放量有助于当下开展的火电厂碳减排工作。现有的研究多集中在宏观尺度下的火电厂碳排放估算方面,而缺乏面向特定火电厂的考量。针对特定火电厂碳排放精确估算这一难点和热点问题,提出一种基于热岛指数的火电厂年度碳排放估算方法。该方法基于遥感卫星的地表温度影像数据和已有的火电厂年度碳排放数据,通过计算火电厂的热岛指数来描述火电厂的热特征,然后经过热岛指数序列的年度端点插值和Simpson积分获得火电厂的年度热岛指数,以年度热岛指数为输入,使用决策树模型预测特定电厂的年度碳排放量。实验结果表明,该方法具有良好的预测能力和较高的精度,火电厂年度CO
2
排放量预测值平均绝对百分比误差小于0.035,最大预测百分比误差小于5%。
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