Ecological restoration effectiveness assessment based on social media analytics: A case study of Yongding River, China

中国 分析 恢复生态学 社会化媒体 环境资源管理 生态学 环境科学 计算机科学 地理 数据科学 生物 万维网 考古
作者
Kun Yu,Cuncun Duan,Bin Chen,Dan Song,Rui Su,Xuan Yang
出处
期刊:Journal of Cleaner Production [Elsevier BV]
卷期号:448: 141604-141604 被引量:1
标识
DOI:10.1016/j.jclepro.2024.141604
摘要

The ecological restoration of river basin is sensitive to ecosystem service variation. However, previous ecological restoration effectiveness assessments often ignore the social perception of ecosystem services. This paper proposed an integrated effectiveness assessment framework for ecological restoration incorporating public satisfaction level. The InVEST model was deployed to compute four key ecosystem services, which are water conservation, water purification, soil retention, and carbon storage, by using both market price and in-lieu cost methods. Then, public satisfaction as incorporated into cultural services was quantified via social media analytics using the travel cost method. Taking the Yongding River as a case, we analyzed its pre- and post-ecological restoration performance during 2015–2021 using the proposed framework. The results showed that the ecosystem service value surged by $2664.19 million, resulting in an ecosystem service change index (ESCI) of 24.49%. In particular, a 20.27% increase in the public satisfaction level was found. Public satisfaction contributed 39.25% to the total increase in the ecosystem service value of the Yongding River. Our study may provide support for ecological restoration strategies concerning both physical and public demand aspects.
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