长江科学院院报 ›› 2023, Vol. 40 ›› Issue (6): 86-92.DOI: 10.11988/ckyyb.20221227

• 水土保持与生态修复 • 上一篇    下一篇

基于PLUS模型的重庆市南川区土地利用多情景模拟

谢向东1, 林孝松2, 王莹1, 涂荣誉1, 张吉祥1   

  1. 1.重庆交通大学 智慧城市学院,重庆 400074;
    2.重庆交通大学 建筑与城市规划学院,重庆 400074
  • 收稿日期:2022-09-17 修回日期:2022-12-06 出版日期:2023-06-01 发布日期:2023-06-21
  • 通讯作者: 林孝松(1976-),男,湖南绥宁人,教授,博士,主要从事资源环境与地理信息系统方面的研究。E-mail: linxiaosong@cqjtu.edu.cn
  • 作者简介:谢向东(1999-),男,重庆南川人,硕士研究生,研究方向为资源与环境。E-mail:1211282707@qq.com
  • 基金资助:
    国家自然科学基金项目(41601564);重庆市基础研究与前沿探索项目(cstc2018jcyjAX0156);重庆市气象部门业务技术攻关项目(YWJSGG-202218)

Multi-scenario Simulation of Land Use in Nanchuan District of Chongqing Based on PLUS Model

XIE Xiang-dong1, LIN Xiao-song2, WANG Ying1, TU Rong-yu1, ZHANG Ji-xiang1   

  1. 1. Smart City College, Chongqing Jiaotong University, Chongqing 400074, China;
    2. College of Architecture and Urban Planning, Chongqing Jiaotong University, Chongqing 400074, China
  • Received:2022-09-17 Revised:2022-12-06 Published:2023-06-01 Online:2023-06-21

摘要: 多情景模拟土地利用变化是未来土地利用规划的基本依据,对实现区域社会—经济—生态和谐稳定具有重要意义。基于南川区2000年、2010年和2020年土地利用数据,借助动态度、转移矩阵分析研究区2000—2020年近20 a土地利用时空特征,从社会经济、地理环境和交通路网3个方面选取15个驱动因子,设置经济发展、生态保护和耕地保护3种情景,利用PLUS模型模拟研究区2030年土地利用分布,对比分析各情景模拟差异。结果表明:①近20 a,研究区耕地减少明显,达63.56 km2;建设用地增幅显著,占比从0.3%增至2.8%,主要集中在研究区中部和西南部。②2020年模拟结果的Kappa系数和总体精度分别为0.938、0.957,均高于标准值,PLUS模型适用于研究区土地利用模拟。③综合比较不同情景模拟结果发现,耕地保护情景下耕地总量得以保障,同时生态用地得到保护、建设用地大幅蔓延受到一定限制,该模拟结果更符合研究区今后可持续发展,可为南川区合理规划土地资源以及打造高品质新城区提供参考。

关键词: 土地利用, 多情景模拟, PLUS模型, 土地利用转移矩阵, 南川区

Abstract: Multi-scenario simulation of land use change is the basic basis for future land use planning, and is of great significance to the realization of regional social-economic-ecological harmony and stability.Based on land use data from 2000, 2010, and 2020, we analyzed the temporal and spatial characteristics of land use in the study area over the past two decades using dynamic degree and transition matrix analysis. Fifteen driving factors are selected from domains of social economy, geographical environment, and transportation network. Three scenarios—economic development, ecological protection, and cultivated land protection—are designed, and the PLUS model is employed to simulate the distribution of land use in the study area for 2030. The differences among the simulated scenarios are compared and analyzed.The findings reveal the following: 1) Over the past 20 years, the area of cultivated land reduced notably to 63.56 km2. Conversely, the area of construction land surged from 0.3% to 2.8% of the total area, primarily concentrated in the central and southwestern parts of the study area. 2) The Kappa coefficient and overall accuracy of the simulation results for 2020 reached 0.938 and 0.957, respectively, surpassing standard values, implying that the PLUS model is suitable for land use simulation in the study area. 3) Comparison of the simulation results among different scenarios indicates that under the cultivated land protection scenario, the total cultivated land area can be preserved, and in the meantime ecological land is safeguarded, while the extensive expansion of construction land is reasonably constrained. The simulation result aligns more closely with the future sustainable development of the study area and can serve as a reference for the rational planning of land resources and the development of high-quality new urban areas in Nanchuan District.

Key words: land use, multi-scenario simulation, PLUS model, land use transfer matrix, Nanchuan district

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