平均绝对百分比误差
中国
宣传
政府(语言学)
水资源
农业
消费(社会学)
用水量
工作(物理)
农业经济学
业务
地理
环境科学
水资源管理
统计
经济
数学
均方误差
工程类
营销
机械工程
生态学
社会科学
语言学
哲学
考古
社会学
生物
作者
Zhengran Qiao,Lifeng Wu,Zhi-Yong Yang
标识
DOI:10.1002/clen.202200052
摘要
Abstract Human production activities and social development cannot be separated from the indispensable water resources. In recent years, with the increasing speed of China's economic development, the consumption of water resources has gradually become the focus of attention of the Chinese government and the public. Based on the original data of water use of 31 provinces (municipalities and autonomous regions) in China from 2014 to 2018, a fractional order accumulative gray prediction model (FGM(1,1)) is established to predict the water use of 31 provinces (municipalities and autonomous regions) in China in the short term, and the applicability of the model is verified by the mean absolute percentage error (MAPE) value. According to the MAPE value, the data obtained by the FGM(1,1) model is relatively accurate. The prediction results show that in case of little change in total water consumption, agricultural water and industrial water use show a downward trend, while domestic water use shows an upward trend. The government's water management policy for urban residents needs to be adjusted, and the publicity work to improve the water‐saving awareness of urban residents needs to be improved.
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