Multilevel driving mechanism of ecosystem multidimensional stability in the Yangtze River Economic Belt: A hierarchical linear model approach

长江 机制(生物学) 生态系统 理论(学习稳定性) 多级模型 环境科学 环境资源管理 生态学 计算机科学 中国 地理 机器学习 生物 哲学 考古 认识论
作者
Yifei Zhao,Shiliang Liu,Hua Liu,Fangfang Wang,Yuhong Dong,Gang Wu,Yetong Li
出处
期刊:Journal of Cleaner Production [Elsevier BV]
卷期号:449: 141513-141513 被引量:1
标识
DOI:10.1016/j.jclepro.2024.141513
摘要

Ecosystem stability is a multifaceted and complex concept. Understanding the distribution pattern of multidimensional ecosystem stability and its drivers is essential for sustainability. However, the understanding of both the scale dependence and the interaction among different levels of drivers is limited. In this study, the evaluation framework for the multidimensional stability of ecosystems in the Yangtze River Economic Belt (YREB) was constructed by fitting Normalized Difference Vegetation Index (NDVI) to temperature, precipitation, and other meteorological factors from the background characteristics and dynamic change process of ecosystems, and utilizing Auto-Regression (ARx) as well as correlation analysis. Consequently, a hierarchical linear model (HLM) was utilized to assess the impact of natural elements at the basin level and socioeconomic elements at the prefecture level on stability under scale effects and interactions. The results showed that the spatial stability of YREB was higher in the southeast and exhibited a discontinuous distribution in the southwest. The ecosystem multidimensional stability score was the first in the Qiantang River Basin (SI = 0.2586), and the lowest score was in the Taihu Lake Basin (SI = 0.14). In addition, natural and socio-economic factors promoted ecosystem stability to different degrees and along different directions, and the scale dependence of drivers at different levels must be considered. At the basin level, increased soil organic carbon content led to increased stability, while the expansion of farmland and built-up land led to a decrease in stability. At the prefecture level, the population dominated the decrease in stability. Nesting the two scales, demographic and economic factors mainly control stability through their influence on land use, particularly farmland and forestland. Overall, understanding multi-level, multi-scale, and multi-indicator drivers is crucial for strengthening ecological protection in the YREB and controlling the farmland expansion and the urbanization rate growth to maintain the ecosystem stability.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
胡胡发布了新的文献求助10
刚刚
tkithoh发布了新的文献求助10
刚刚
刚刚
王豆豆发布了新的文献求助10
刚刚
田様应助昵称采纳,获得10
2秒前
3秒前
3秒前
忧郁老头发布了新的文献求助10
4秒前
汉天完成签到,获得积分10
4秒前
子伯完成签到,获得积分10
6秒前
Ava应助biglixiang采纳,获得30
6秒前
柒柒完成签到,获得积分10
6秒前
天天快乐应助yu采纳,获得10
8秒前
ZQ发布了新的文献求助10
8秒前
9秒前
人as发布了新的文献求助30
9秒前
9秒前
故意的寒安完成签到,获得积分10
9秒前
猪猪侠完成签到,获得积分10
10秒前
11秒前
情怀应助科研小赵采纳,获得10
11秒前
传奇3应助cm采纳,获得10
12秒前
13秒前
YHF2发布了新的文献求助10
13秒前
15秒前
jwb711发布了新的文献求助10
15秒前
隐形曼青应助科研通管家采纳,获得30
16秒前
大猫应助科研通管家采纳,获得10
16秒前
风清扬应助科研通管家采纳,获得10
16秒前
天天快乐应助科研通管家采纳,获得10
16秒前
搜集达人应助科研通管家采纳,获得10
16秒前
桐桐应助科研通管家采纳,获得10
16秒前
领导范儿应助科研通管家采纳,获得10
16秒前
香蕉觅云应助科研通管家采纳,获得10
16秒前
充电宝应助科研通管家采纳,获得30
16秒前
科研通AI2S应助科研通管家采纳,获得20
16秒前
Hello应助科研通管家采纳,获得10
16秒前
搜集达人应助科研通管家采纳,获得10
16秒前
17秒前
Owen应助科研通管家采纳,获得10
17秒前
高分求助中
The Mother of All Tableaux: Order, Equivalence, and Geometry in the Large-scale Structure of Optimality Theory 3000
A new approach to the extrapolation of accelerated life test data 1000
Problems of point-blast theory 400
北师大毕业论文 基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 390
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
Robot-supported joining of reinforcement textiles with one-sided sewing heads 320
The Cambridge Handbook of Social Theory 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3999934
求助须知:如何正确求助?哪些是违规求助? 3539320
关于积分的说明 11276612
捐赠科研通 3277925
什么是DOI,文献DOI怎么找? 1807842
邀请新用户注册赠送积分活动 884231
科研通“疑难数据库(出版商)”最低求助积分说明 810142