Spatio-Temporal Dynamic Impacts of Land Use/Cover Change on Eco-Environment Quality in Li River Basin, China

被引:0
|
作者
Fan, Yaming [1 ]
Wei, Minghang [1 ]
Li, Minqing [1 ]
Su, Zimei [1 ]
Liu, Hui [1 ]
机构
[1] Guilin Univ Technol, Coll Tourism & Landscape Architecture, Guilin 541004, Peoples R China
基金
中国国家自然科学基金;
关键词
land use/cover change; machine learning; eco-environment quality; RSEI; GEE; non-linear effects; ECOLOGICAL ENVIRONMENT; EVOLUTION; GUILIN; REGION; KARST; SCALE; INDEX;
D O I
10.3390/su17031299
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Clarifying the spatio-temporal evolution characteristics of eco-environment quality (EEQ) under land use/cover change (LUCC) and its coordinated relationship is of great importance for formulating reliable environmental protection strategies and measures to promote regional sustainable development. Most studies have emphasized the importance of LUCC for regional ecological quality. However, deeply unraveling the complex interrelationships between them remains a significant challenge, particularly in ecologically fragile regions like the Li River Basin. Therefore, based on the historical land use data and the remote sensing ecological index (RSEI) of the Li River Basin from 1990 to 2020, we analyzed the spatio-temporal evolution characteristics of EEQ and LUCC, and explored the influences and non-linear effects between them by using the bivariate spatial autocorrelation and XGBoost model. The key findings are as follows: (1) Land use/cover (LUC) in the Li River Basin was predominantly characterized by forestland and cropland, which together accounted for approximately 97% of the region. The interconversion between forestland and cropland represented the primary form of regional LUCC, while built-up land demonstrated a growth trend by encroaching on cropland. (2) The EEQ exhibited a volatile upward trend within the research period, with an average RSEI value of 0.5891, indicating a generally favorable ecological condition. (3) A significant negative spatial correlation was observed between land use intensity (LUI) and the RSEI, characterized by H-L, L-H, and non-significant clusters. (4) There was a distinct non-linear relationship that existed between LUCC and the RSEI, underscoring that appropriately regulating regional land use scale can help maintain ecological balance. These findings provide a scientific basis for optimizing land spatial management models and formulating policies to improve ecological environment quality, while also offering a new framework and reference for further ecological research on EEQ influencing factors and driving mechanisms.
引用
收藏
页数:30
相关论文
共 50 条
  • [31] Tupu methods of spatio-temporal analysis on land use land cover change - A case study in the Yellow River Delta
    Ye, QH
    Tian, GL
    Li, XW
    Chen, SP
    IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 749 - 752
  • [32] Examining the Impacts of Land Use on Air Quality from a Spatio-Temporal Perspective in Wuhan, China
    Xu, Gang
    Jiao, Limin
    Zhao, Suli
    Yuan, Man
    Li, Xiaoming
    Han, Yuyao
    Zhang, Boen
    Dong, Ting
    ATMOSPHERE, 2016, 7 (05)
  • [33] Spatio-temporal effect of climate and land-use change on water balance of the Ganga river basin
    Anand, Jatin
    Devak, Manjula
    Gosain, A. K.
    Khosa, R.
    Dhanya, C. T.
    JOURNAL OF HYDRO-ENVIRONMENT RESEARCH, 2021, 36 : 50 - 66
  • [34] Spatio-Temporal Heterogeneity of Ecological Quality in Hangzhou Greater Bay Area (HGBA) of China and Response to Land Use and Cover Change
    Yang, Zhenjie
    Sun, Chao
    Ye, Junwei
    Gan, Congying
    Li, Yue
    Wang, Lingyu
    Chen, Yujun
    REMOTE SENSING, 2022, 14 (21)
  • [35] Spatio-Temporal Heterogeneity of the Ecological Environment and Its Response to Land Use Change in the Chushandian Reservoir Basin
    Fang, Yichen
    Cao, Lianhai
    Guo, Xinyu
    Liang, Tong
    Wang, Jiyin
    Wang, Ning
    Chao, Yue
    SUSTAINABILITY, 2024, 16 (04)
  • [36] Extracting the spatio-temporal linkages between land use/land cover and water quality parameters using spatio-temporal weighted regression
    Karimipour, Farid
    Madadi, Arash
    Bashough, Mohammad Hosein
    WATER QUALITY RESEARCH JOURNAL OF CANADA, 2018, 53 (04): : 205 - 218
  • [37] Impacts of Climate Change and Land Use/Cover Change on Streamflow in Beichuan River Basin in Qinghai Province, China
    Liu, Zhe
    Cuo, Lan
    Li, Qijiang
    Liu, Xisheng
    Ma, Xuelian
    Liang, Liqiao
    Ding, Jin
    WATER, 2020, 12 (04)
  • [38] Investigating the Spatio-Temporal Evolution of Land Cover and Ecosystem Service Value in the Kuye River Basin
    Wu, Yihan
    Qin, Fucang
    Dong, Xiaoyu
    Li, Long
    WATER, 2024, 16 (17)
  • [39] Modelled land use and land cover change emissions - a spatio-temporal comparison of different approaches
    Obermeier, Wolfgang A.
    Nabel, Julia E. M. S.
    Loughran, Tammas
    Hartung, Kerstin
    Bastos, Ana
    Havermann, Felix
    Anthoni, Peter
    Arneth, Almut
    Goll, Daniel S.
    Lienert, Sebastian
    Lombardozzi, Danica
    Luyssaert, Sebastiaan
    McGuire, Patrick C.
    Melton, Joe R.
    Poulter, Benjamin
    Sitch, Stephen
    Sullivan, Michael O.
    Tian, Hanqin
    Walker, Anthony P.
    Wiltshire, Andrew J.
    Zaehle, Soenke
    Pongratz, Julia
    EARTH SYSTEM DYNAMICS, 2021, 12 (02) : 635 - 670
  • [40] The impacts of climate change and land cover/use transition on the hydrology in the upper Yellow River Basin, China
    Cuo, Lan
    Zhang, Yongxin
    Gao, Yanhong
    Hao, Zhenchun
    Cairang, Luosang
    JOURNAL OF HYDROLOGY, 2013, 502 : 37 - 52