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广西水资源压力时空特征分析及未来状态预测研究

An Analysis of the Spatial and Temporal Characteristics of Water Resource Stress of Guangxi and Prediction of Its Future State

  • 摘要: 为探究广西水资源压力历史时空演变规律及未来状态特征,以水资源压力指数为指标,采用Mann-Kendall检验法分析广西2002-2019年水资源压力的变化趋势,并运用马尔科夫链风险预警模型对研究区2020-2022年水资源压力状态进行预测。结果表明:广西2007年及2009-2011年全区的水资源压力整体偏大,水资源压力分布状况与历史旱灾特征吻合;桂林市和防城港市水资源压力呈显著下降趋势,下降速率分别为-0.004 5/a和-0.001 3/a;验证期(2017-2019年)马尔科夫链风险预警模型的预测精度分别为66.67%、80%、60%,南宁市、北海市、贵港市、玉林市、来宾市的水资源压力状态将在2022年达到中高压力状态,需要保持警惕。

     

    Abstract: In order to investigate the historical spatial and temporal evolution pattern and future state characteristics of water stress in Guangxi,the Mann-Kendall test is used to analyze the trend of water stress in Guangxi from 2002 to 2019 by using the water stress index as an indicator,and the Markov chain risk warning model is applied to forecast the water stress state in the study area from 2020 to 2022. The results show that the overall water stress in Guangxi is high in 2007 and 2009 to 2011,and the distribution of water stress matches the historical drought characteristics. The water stress in Guilin and Fangchenggang shows a significant decreasing trend,with a decrease rate of-0.004 5/a and-0.001 3/a. The prediction accuracy of the Markov chain risk warning model during the validation year(2017 to 2019)is66.67%,80% and 60% respectively,and the water stress state in Nanning,Beihai,Guigang,Yulin and Laibin will reach a medium-high stress state in 2022.

     

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