基于 PLUS-InVEST 模型的云南省洱源县土地利用变化及其碳储量的时空演变及预测

    Spatial and temporal evolution and prediction of land use change and its carbon stock in Eryuan County based on PLUS-InVEST model

    • 摘要:
      研究目的 土地利用/覆盖变化(LUCC)是影响陆地生态系统碳储量的重要因素,深入探究LUCC与碳储量之间的关系,对推动区域国土空间科学规划和促进生态系统碳储量提升有着重要的意义。结合PLUS和InVEST模型,以县域为研究区域模拟土地利用变化和碳储量之间的关系。
      研究方法 以云南大理州洱源县为例,基于2000—2020年的土地利用数据,选取15个驱动因子,结合PLUS和InVEST模型对研究区域2035年和2040年自然发展情景(S1)、生态优先发展情景(S2)、社会经济发展情景(S3)和城乡发展情景(S4)下的LUCC及碳储量变化进行分析。
      研究结果 结果显示,①林地是研究区域最主要的碳库。2000—2020年间碳储量总体呈现出上升的趋势,碳储总量增加0.8×105 t;②2020—2035年S1和S2情景下碳储量有所上升,分别上升0.28×105 t和0.42×105 t,S3、S4情景下有所下降,分别下降0.43×105 t和0.17×105 t;③2020—2040年S1、S2和S4情景下碳储量均有所上升,分别上升1.26×105 t、0.33×105 t、0.16×105 t,而S3情景下下降了0.09×105 t;④林地和建设用地面积变化是导致研究区域碳储量变化的主要原因。县城所在的茈碧湖镇人口较密集,建设用地对周边林地等土地侵占和扩张,导致该区域碳储量频繁发生变化;⑤在S2和S4两种情景下,研究区碳储量均呈现不同程度的上升趋势。其中,在S2情景下,由于生态优先政策的实施,区域内林地等高碳汇面积显著增加,碳储量上升趋势更明显;而在S4情景下,尽管碳储量上升幅度低于S2情景,但其在区域经济发展与生态保护之间实现了更好的平衡,更符合社会实际发展的需求。
      结论 在未来国土空间规划过程中,需协调好生态保护、耕地保护与城乡发展等政策之间的关系,优化土地利用结构,防止因经济发展破坏区域生态环境,导致高碳汇用地面积减少而引发区域总碳储量下降的问题。

       

      Abstract:
      This paper presents the results of research on the spatial and temporal evolution and prediction of land use change and carbon stocks.
      Objective Land use/cover change (LUCC) is an important cause affecting carbon stock in terrestrial ecosystems, and in−depth investigation of the relationship between LUCC and carbon stock is of great significance in promoting regional scientific planning of territorial space and facilitating the enhancement of ecosystem carbon stock. This paper combines the PLUS and InVEST models to simulate the relationship between LUCC and carbon stock in a county as a study area.
      Methods In this study, based on the land use data from 2000 to 2020 in Eryuan County, Dali Prefecture, 15 driving factors were selected, and the PLUS and InVEST models were combined to simulate the changes of LUCC and carbon stock in the study area under the scenarios of natural development (S1), ecologically−prioritized development (S2), socio−economic development (S3), and urban−rural development (S4) for the years 2035 and 2040, respectively. LUCC and carbon stock changes were analyzed.
      Results ①Forest land is the most important carbon pool in the study area. carbon stock showed a general upward trend between 2000 and 2020, and the total carbon stock increased by 0.8×105 t. ②Carbon stock increased in 2020−2035 under the S1 and S2 scenarios, respectively by 0.28×105 t and 0.42×105 t, and decreased under the S3 and S4 scenarios, decreasing by 0.43×105 t and 0.17×105 t, respectively; ③Carbon stock increased under the S1, S2 and S4 scenarios in 2020−2040, rising by 1.26×105 t, 0.33×105 t, and 0.16×105 t, respectively, while the S3 scenario decreased by 0.09×105 t; ④Changes in the area of forested and built−up land were the main reasons for the changes in carbon stock in the study area. The more densely populated Common Gromwell Town, where the county town is located, and the encroachment and expansion of construction land on the neighboring forest land and other land led to frequent changes of carbon stock in the area; ⑤Under both scenarios S2 and S4, the carbon stock in the study area showed an upward trend of different degrees. Among them, under the S2 scenario, due to the implementation of the ecological priority policy, the area of forest land and other high carbon sinks in the region increases significantly, and the upward trend of carbon stock is more obvious; whereas under the S4 scenario, even though the increase in carbon stock is lower than that of the S2 scenario, it achieves a better balance between regional economic development and ecological protection, and is more in line with the needs of the actual development of the society.
      Conclusions In the future spatial planning process of land use, it is necessary to coordinate the relationship between the policies of ecological protection, arable land protection and urban−rural development, optimize the land use structure, and prevent the destruction of the regional ecological environment due to economic development, which will lead to the reduction of the area of land with high carbon sinks and trigger the decline of the total carbon stock in the region.

       

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