江山, 石旭飞, 郭常来, 冯雨林, 孙秀波, 孙家全, 倪金. 基于CA-Markov模型的大凌河流域土地利用变化与模拟预测研究[J]. 地质与资源, 2023, 32(5): 624-632. DOI: 10.13686/j.cnki.dzyzy.2023.05.013
    引用本文: 江山, 石旭飞, 郭常来, 冯雨林, 孙秀波, 孙家全, 倪金. 基于CA-Markov模型的大凌河流域土地利用变化与模拟预测研究[J]. 地质与资源, 2023, 32(5): 624-632. DOI: 10.13686/j.cnki.dzyzy.2023.05.013
    JIANG Shan, SHI Xu-fei, GUO Chang-lai, FENG Yu-lin, SUN Xiu-bo, SUN Jia-quan, NI Jin. LAND USE CHANGES AND SIMULATION PREDICTION IN DALING RIVER BASIN BASED ON CA-MARKOV MODEL[J]. Geology and Resources, 2023, 32(5): 624-632. DOI: 10.13686/j.cnki.dzyzy.2023.05.013
    Citation: JIANG Shan, SHI Xu-fei, GUO Chang-lai, FENG Yu-lin, SUN Xiu-bo, SUN Jia-quan, NI Jin. LAND USE CHANGES AND SIMULATION PREDICTION IN DALING RIVER BASIN BASED ON CA-MARKOV MODEL[J]. Geology and Resources, 2023, 32(5): 624-632. DOI: 10.13686/j.cnki.dzyzy.2023.05.013

    基于CA-Markov模型的大凌河流域土地利用变化与模拟预测研究

    LAND USE CHANGES AND SIMULATION PREDICTION IN DALING RIVER BASIN BASED ON CA-MARKOV MODEL

    • 摘要: 基于大凌河流域2000、2010和2020年3期土地利用数据, 采用土地利用动态度、土地利用程度、土地利用转移矩阵等方法分析过去20年来研究区土地利用变化规律, 并基于元胞自动机-马尔可夫(CA-Markov)模型模拟预测研究区2030年土地利用格局.结果表明: 2000-2020年大凌河流域土地利用以耕地和草地为主, 二者占比超过80%.近20年间, 研究区内林地、草地和建设用地面积不断增加, 耕地面积持续减少, 且减少的速度在加快, 前后两个10年分别减少了132.85和1360.13 km2.2000-2020年间, 土地综合利用动态度由43.53%降低为10.36%, 处于降低趋势.建设用地动态度由0.11%增加至4.99%, 湿地动态度由86.32%变为-7.22%, 土地利用程度综合指数由262.53变为259.91, 表明大凌河流域近20年土地处于衰退期.基于CA-Markov模型预测大凌河流域2030年土地利用格局, 模拟精度Kappa系数为0.8835.预测结果表明, 2030年, 大凌河流域耕地面积将进一步减少1 699.92 km2, 主要变为草地、建设用地和林地.

       

      Abstract: According to the land use data of Daling River Basin in 2000, 2010 and 2020, the land use dynamic degree, land use degree and land use transfer matrix are adapted to analyze the change rule of land use in the area in the past 20 years, and the land use patterns in 2030 are simulated and predicted based on the CA-Markov model. The results show that the cultivated land and grassland are dominated during 2000-2020, accounting for over 80% of the total land use in Daling River Basin. In the past 20 years, the area of forest land, grassland and construction land have been continuously increasing, while the area of farm land has been decreasing, and the rate of decline is accelerating, with the decrease of 132.85 and 1360.13 km2 respectively in the first and second decades. The dynamic degree of comprehensive land use reduces from 43.53% to 10.36%, showing a decreasing trend. The dynamic degree of construction land increases from 0.11% to 4.99%, and that of wetland changes from 86.32% to -7.22%. The comprehensive index of land use degree changes from 262.53 to 259.91, indicating that the land in Daling River Basin is in decline in recent 20 years. The land use patterns of the area in 2030 are predicted based on CA-Markov model, with the simulation accuracy Kappa coefficient of 0.8835. The prediction results reveal that the farm land will further decrease by 1699.92 km2 in 2030, mainly changing into grassland, construction land and forest land.

       

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