首页|期刊导航|南京林业大学学报(自然科学版)|基于PLUS模型的皖江城市带土地利用变化模拟与多情景预测

基于PLUS模型的皖江城市带土地利用变化模拟与多情景预测OA

Simulation and multi-scenario prediction of land use change in the urban belt of Wanjiang River based on the PLUS model

中文摘要英文摘要

[目的]皖江城市带是促进长三角经济一体化发展、推动中部地区崛起的关键战略区,探究该区域土地利用资源如何合理调配,对实现区域生态、经济协调发展有着重要意义.[方法]基于斑块生成土地利用模拟(patch-generating land use simulation,PLUS)模型、IM(intensity map)模型和土地利用转移矩阵,综合考虑自然和社会经济因素,选取18种驱动因子分析皖江城市带2000-2020年土地利用变化时空格局以及驱动力,并设置自然发展、耕地保护、生态保护、快速发展4种情景模拟2030年皖江城市带土地利用变化,分析不同发展目标下国土空间分布格局.[结果]①皖江城市带土地利用类型以耕地、林地为主,约占总面积的90%.2000-2020年,土地利用变化基本稳定,建设用地面积快速增长,耕地、草地面积持续减少;建设用地单一动态度较高,为14.30%,2000-2005年综合动态度最高,为0.36%.②PLUS模型在皖江城市带适用性强,以2010-2015年为步长模拟2020年土地利用精度最高,总体精度为94.84%,Kappa系数为91.24%.③2000-2020年建设用地扩张最主要驱动因素为夜间灯光、距一级道路和距乡村距离,其他各类用地扩张以自然、社会经济因素为主.④不同情境土地利用变化差异较大,综合对比下,生态保护情景在保护生态用地的同时增加建设用地的扩张,实现了生态发展与经济建设的动态平衡,为促进皖江城市带可持续发展提供了新思路.[结论]皖江城市带20年间土地利用变化稳定,生态保护情景更适合当地未来土地利用变化管理与决策应用.

[Objective]As a critical strategic area for promoting integrated economic development in the Yangtze River Delta and the rise of the central region,it is of great significance to explore the rational deployment of land use resources and achieve coordinated development of regional ecology and economic growth in the Wanjiang urban belt.[Method]Four scenarios,natural development,arable land protection,ecological protection,and rapid development,were established to simulate land use in the Wanjiang urban belt by 2030 and analyzed land use changes under various development goals.These scenarios utilized the patch-generating land use simulation model,intensity map model,and land use transfer matrix.Eighteen driving factors were selected based on these models to analyze spatial and temporal patterns of land use changes and driving forces in the Wanjiang urban belt from 2000 to 2020,considering natural and socio-economic factors.[Result]The findings indicated that:(1)cropland and forest land,constituting nearly 90%of the total area,were the predominant land use types in the Wanjiang urban belt.Construction land area expanded rapidly while cropland and grassland areas steadily declined,resulting in stable land use changes from 2000 to 2020.The single-movement rate of construction land was high,at 14.30%,with its greatest comprehensive dynamic degree observed between 2000 and 2005,at 0.36%.(2)The PLUS model accurately simulated land use in 2020 during the five year interval from 2010 to 2015,achieving 94.84%total accuracy with the highest Kappa coefficient of 91.24%.(3)From 2000 to 2020,factors such as night lighting,proximity to major roads,and distance from rural areas predominantly drove construction land expansion,while natural and socio-economic factors drove expansion of other land use types.(4)Significant differences in land use changes were observed among the scenarios.The ecological protection scenario balanced ecological development and economic construction by expanding construction land while preserving ecological land.It presented innovative concepts for advancing sustainable development in the Wanjiang urban belt.[Conclusion]Land use changes in the Wanjiang urban belt remained stable over 20 years,with the ecological protection scenario emerging as the preferred approach for guiding future land use decisions and management in the region.

高畅;郭伟玲;徐刘洋;贾纪昂

安徽理工大学空间信息与测绘工程学院,安徽 淮南 232001安徽理工大学空间信息与测绘工程学院,安徽 淮南 232001安徽理工大学空间信息与测绘工程学院,安徽 淮南 232001安徽理工大学空间信息与测绘工程学院,安徽 淮南 232001

农业科技

斑块生成土地利用模拟(PLUS)模型皖江城市带土地利用变化多情景模拟驱动因子

patch-generating land use simulation(PLUS)modelWanjiang urban beltland use changemulti-scenario simulationdriving factors

《南京林业大学学报(自然科学版)》 2026 (1)

93-103,11

安徽省自然科学联合基金项目(2208085US21)国家自然科学基金项目(42377341).

10.12302/j.issn.1000-2006.202406055

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