北京市生活用水需求与城市化关系的简单偏最小二乘回归研究

Z. Zou, Yi Yun, Wei Zhang
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引用次数: 1

摘要

经济的快速发展给北京城市带来了巨大的变化,生活用水需求是蓬勃发展的城市化进程中的一个重要问题。本文分析了城市化对城市居民生活用水需求的影响。在选取城市化指标的基础上,通过对城市生活用水需求历史数据的研究,构建了简单偏最小二乘回归模型。该方法为城市水资源管理提供了有效的定量分析,也可用于未来生活用水需求的预测。
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Study on Relationship between Beijing's Living Water Demand and Urbanization with Simple Partial Least-Squares Regression
The rapid economic development has brought great change to the city of Beijing, and the living water demand is an important concern during the process of the booming urbanization. In this paper, the influence of urbanization on the citypsilas living water demand is analyzed. The indexes indicating urbanization were carefully chosen, and by studying the historical data of the city living water demand a simple partial least-squares (PLS) regression was constructed. The method provided an effective quantitative analysis for city water resource management, and could also be used for future prediction of living water demand.
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