基于生态系统服务的青海湖流域生态风险评估及其空间异质性影响因素分析OA北大核心CHSSCDCSTPCD
Ecological risk assessment and its influencing factors of spatial heterogeneity based on ecosystem services in Qinghai Lake Basin
青海湖流域是我国西北部的"气候调节器"和"空气加湿器",其生态风险管控对青藏高原乃至我国西部的生态保护和可持续发展都有着重要意义.基于InVEST模型对青海湖流域 2005 年、2010 年、2015 年、2020 年产水量、土壤保持、生境质量和碳储存 4 项生态系统服务进行定量评估,借助熵权—TOPSIS法,以生态系统服务的相对损失量来构建区域生态风险指数,并运用地理探测器和地理加权回归模型分析自然—社会要素对青海湖流域生态风险空间异质性的影响.结果表明:(1)2005-2020 年青海湖流域产水量、土壤保持、生境质量和碳储存均呈现波动增加的趋势,增幅分别为 10.17%、18.36%、9.84%、3.47%,各项生态系统服务的高值区分布于河流上游的河源区和植被覆盖率高的林地区域;(2)2005-2020 年青海湖流域生态风险较高,但呈现波动降低的趋势.高风险区主要位于湖区、环湖区、布哈河河谷以及流域西北部;(3)青海湖流域生态风险的空间格局受地形及高程因子主导,但人为干扰度的影响力呈逐年上升趋势.驱动因子交互作用的解释力显著高于单因子;(4)主要驱动因子对研究区生态风险的作用方向及强度存在明显的空间分异特征,坡度呈正相关,年平均气温呈负相关,归一化植被指数(NDVI)和人为干扰度呈现出正负两种效应,但以正向效应为主.研究结果对青海湖流域生态风险管控和高原生态环境保护有一定借鉴意义.
The Qinghai Lake Basin is the"climate regulator"and"air humidifier"of northwest China.The implementation of ecological risk management is of great significance for the ecological protection and sustainable development of the Qinghai-Tibet Plateau and even the western China.Based on the InVEST model,this study quantitatively four ecosystem services in the Qinghai Lake Basin in 2005,2010,2015 and 2020,which included water yield,soil retention,carbon sequestration,and habitat quality.Then,the Entropy-weighting TOPSIS method was used to construct a regional ecological risk index related to the relative loss of ecosystem services.Moreover,we analyzed the influence of natural-social elements on the spatial heterogeneity of ecological risk in the Qinghai Lake Basin based on geographical detector and geographically weighted regression.The results showed that:(1)from 2005 to 2020,water yield,soil conservation,habitat quality and carbon storage in the Qinghai Lake Basin showed fluctuating trend of increase with the growth rate of 10.17%,18.36%,9.84%and 3.47%,respectively.Moreover,the areas with high value of each distributed in the upper reaches of rivers and in forest areas with high vegetation coverage.(2)The ecological risk of the Qinghai Lake Basin was high in 2005-2020.However,it showed a fluctuating trend of decline.The high-risk areas were mainly in the lake,around the lake,Buha River valley and northwestern part of the basin.(3)The spatial pattern of ecological risk in the Qinghai Lake Basin was mainly affected by slope and Digital Elevation Model(DEM).However,the influence of human interference level was increased year by year.And the factors′explanatory after the interaction was significantly higher than that of single.(4)The direction and intensity of the major drivers of ecological risk had obviously spatial differentiation characteristics.Among them,slope showed positive promotion effects.Mean annual temperatures showed negative effects.Normalized Difference Vegetation Index(NDVI)and human disturbance had both positive and negative effects,but the positive effects predominates.This study has implications for the control of ecological risks in the Qinghai Lake basin and the protection of the plateau ecological environment.
梅子钰;张雅茹;黄心言;刘志成
北京林业大学园林学院,北京 100083
青海湖流域生态系统服务生态风险地理探测器地理加权回归
Qinghai Lake Basinecosystem serviceecological riskgeographical detectorsgeographically weighted regression
《生态学报》 2024 (012)
4973-4986 / 14
第二次青藏高原综合科学考察研究(2019QZKK1005)
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