景观连通性视角下植被恢复地区生态系统服务的因果关系OACHSSCD
Study on the causal relationships among ecosystem services in vegetation restoration areas from the perspective of landscape connectivity:a case study of Yan'an City
大规模植被恢复改变区域景观结构与功能的同时,如何影响生态系统服务间因果关系尚不明确.现有研究多关注服务间权衡/协同变化及其外部驱动因素,但未能有效揭示生态系统服务交互作用下的因果关系变化.以延安市为研究区,以植被恢复前后区域景观连通性变化为研究视角,综合运用形态学空间格局分析(Morphological Spatial Pattern Analysis,MSPA)、生态系统服务量化模型以及地理收敛交叉映射(Geographic Convergent Cross Mapping,GCCM)等方法,开展了 1990-2020 年延安市固碳、土壤保持、产水和基流调节服务因果关系变化特征研究.结果表明:(1)随着植被恢复的推进,延安市景观核心区面积从1990 年 29.29%增加至 2020 年 39.33%,核心区增加面积主要位于北部吴起、安塞、子长和延长县,南部富县、黄陵等县区则表现为核心区连通性等级的提升;(2)植被恢复前后生态系统服务因果关系具有明显差异:1990-2010 年,主要核心区表现为固碳与产水服务的双向因果关系,并以固碳对产水服务的影响为主(ρ 峰值为 0.38**),其他服务之间不存在或仅存在不显著因果关系;(3)2010-2020 年,生态系统服务因果关系模式转变,其中"碳-水"服务由双向因果转变为产水对固碳的单向因果关系,2020 年 ρ 峰值达到 0.76**,并新增固碳对基流调节服务的单向因果影响(ρ 峰值为 0.19**).植被恢复后景观连通性的提升促使生态系统"碳-水"耦合关系更加紧密.未来,应逐步提升延安市北部县区景观核心区面积、扩大中部县区核心区中等与较高等级面积,从而与南部原始植被区形成南北贯通、稳定性强的生态网络以增强区域生态功能的整体稳定性和生态系统服务的可持续供给.
Large-scale vegetation restoration has profoundly altered regional landscape structure and function,while its impacts on the causal relationships among ecosystem services remain unclear.Most studies have primarily focused on trade-offs and synergies among ecosystem services and their external driving factors.However,the causal relationships and their changes driven by the nonlinear interactions among ecosystem services have not been revealed effectively.Taking Yan'an City as a case study area and focusing on the changes in regional landscape connectivity before and after vegetation restoration,this research comprehensively utilized the Morphological Spatial Pattern Analysis(MSPA),quantitative ecosystem service models,and the Geographic Convergent Cross Mapping(GCCM)methods to analyze the temporal dynamics of causal relationships among the four key ecosystem services,including carbon sequestration,soil retention,water yield,and baseflow regulation.The results showed that:(1)With the advancement of vegetation restoration,the core area of landscape connectivity zones in Yan'an City increased from 29.29%in 1990 to 39.33%in 2020.This expansion primarily occurred in northern counties(Wuqi,Ansai,Zichang,and Yanchang),while southern counties such as Fuxian and Huangling showed a general enhancement in landscape connectivity levels.(2)The causal relationships of the four services within connectivity core areas showed significant differences before and after vegetation restoration.From 1990 to 2000,the connectivity core areas exhibited a bidirectional causal relationship between carbon sequestration and water yield,dominated by the effect of carbon on water yield,with a maximum ρ value of 0.38**.In contrast,causal relationships among other services were absent or not significant.(3)During the period from 2010 to 2020,the causal relationships changed notably.The"carbon-water"services shifted from bidirectional to unidirectional causality,with water yield exerting a strong causal influence on carbon sequestration,peaking at a ρ value of 0.76** by 2020.Additionally,carbon sequestration exhibited a unidirectional causal influence on baseflow regulation,with a maximum ρ value of 0.19** by 2020.These changes in causal patterns indicated that after vegetation restoration,the improvements in landscape connectivity have strengthened the coupling between carbon and water services.Future management should prioritize the gradual expansion of the core connectivity zones in northern counties and the enlargement of the medium and high level of core areas in the central counties.These areas should be integrated with natural vegetation in the southern counties to form a stable north-south connected ecological network of Yan'an City,thereby enhancing the overall regional ecological stability and the sustainable ecosystem service provisions.
李婷;邵雨晴;任宇;罗颖;王怡
西安科技大学测绘科学与技术学院,西安 710054西安科技大学测绘科学与技术学院,西安 710054西安科技大学测绘科学与技术学院,西安 710054陕西师范大学地理科学与旅游学院,西安 710119西安科技大学测绘科学与技术学院,西安 710054
生态系统服务交互作用因果关系地理收敛交叉映射延安市
ecosystem servicesinteractionscausal relationshipsGeographic Convergent Cross Mapping(GCCM)Yan'an City
《生态学报》 2026 (16)
8654-8670,17
陕西省自然科学基础研究计划(2025JC-YBQN-339)陕西省科学技术协会青年人才托举计划项目(20230715)
评论