SSP-RCP情景下中国生态系统服务价值评估及生态风险预测
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1.河北工程大学 矿业与测绘工程学院;2.河北工程大学矿测学院

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国家自然科学(42071246);河北省重大科技成果转换专项(22287401Z)。


Evaluation of ecosystem service value and prediction of ecological risk in China under SSP-RCP scenarios
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    摘要:

    [目的]定量评估中国生态系统服务价值并将其与不确定性整合实现区域生态风险动态预测,对中国可持续发展具有重要参考意义。[方法]耦合LUH2数据和PLUS模型模拟SSP119、SSP245、SSP585情景下2030年中国土地利用格局,融入建设用地并利用修正的当量因子法估算ESV,采用夏普比率预测区域生态风险。[结果]①PLUS模型具有较高的准确性,Kappa系数为0.90,OA为0.93。不同情景下各土地利用类型变化差异明显,但空间分布较为相似;各地类聚集效应明显,由东南向西北逐渐变化。②2030年SSP119、SSP245、SSP585情景中国ESV分别为21.875×10^4亿元、21.757×10^4亿元、21.697×10^4亿元。受土地利用格局的影响,单位面积上ESV空间上呈“东南高、西北低”,单位面积上各项ESV空间上呈“整体一致性、局部差异性”的特点。③中国未来的生态风险以低、较低及中风险为主,市个数占比在84.47%-90.46%之间。3种情景下,SSP119情景低和较低风险区域占比最大,而SSP585情景高和较高风险区域占比最大。[结论]走可持续发展道路(SSP119)是平衡经济发展和生态保护的最优选择,可有效降低区域生态风险;延续当前发展道路(SSP245),生态系统的稳定性处于中间水平;以化石燃料为主的经济高速发展道路(SSP585),不利于生态系统的稳定性,存在生态环境退化的风险。

    Abstract:

    [Objective] Quantitatively evaluating the ecosystem services value (ESV) and integrating it with uncertainty to achieve dynamic prediction of regional ecological risks (ER) is of great reference significance for China's sustainable development. [Method] Coupling LUH2 data and the PLUS model to simulate the China’s land use pattern in 2030 under the scenarios of SSP119, SSP245 and SSP585, and then integrating the construction land and using the modified equivalent factor method to estimate ESV, and predicting the regional ecological risk by the sharpe ratio. [Results] ① The PLUS model shows good accuracy with Kappa coefficient of 0.90 and OA of 0.93. The changes of land use types under different scenarios are obviously different, but the spatial distribution is relatively similar; meanwhile, the clustering effect of land use is obvious, gradually changing from southeast to northwest. ② Under the SSP119, SSP245, and SSP585 scenarios, the ESV of China in 2030 are 21.875×10^4 billion yuan, 21.757×10^4 billion yuan and 21.697×10^4 billion yuan, respectively. Affected by the land use pattern, the ESV per unit area shows a spatial pattern of "high in the southeast and low in the northwest", and each ESV per unit area shows the characteristics of "overall consistency and local differences". ③ The future ER in China is mainly lower, low, and medium, and the number of cities accounts for 84.47% to 90.46%. Under the SSP119 scenario, the low and lower risk areas account for the largest proportion; while the high and higher risk areas account for the largest proportion under the SSP585 scenario. [Conclusion] SSP119 represents the path of sustainable development, it is the optimal choice to balance economic development and ecological protection, which can effectively reduce regional ecological risks. SSP245 represents the continuation of the current development path, which means the stability of the ecosystem is at an intermediate level. SSP585 represents a high-speed economic development path mainly dominated by fossil fuels, which is not conducive to the stability of the ecosystem and poses a risk of ecological degradation.

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  • 收稿日期:2024-12-05
  • 最后修改日期:2025-01-24
  • 录用日期:2025-01-26
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