Spatiotemporal distribution characteristics of ecosystem health and the synergetic impact of its driving factors in the Yangtze River Delta, China

被引:0
|
作者
Xuepeng Zhang
Peng Gou
Wei Chen
Guangchao Li
Yingshuang Huang
Tianyu Zhou
Yang Liu
Wei Nie
机构
[1] Nanhu Laboratory,College of Geoscience and Surveying Engineering
[2] Research Center of Big Data Technology,undefined
[3] China University of Mining & Technology,undefined
来源
Environmental Science and Pollution Research | 2023年 / 30卷
关键词
Ecosystem health; Spatiotemporal analysis; Driving factors; XGBoost model; SHAP model;
D O I
暂无
中图分类号
学科分类号
摘要
In recent years, . the rapid development of the Yangtze River Delta in China has led to increasingly serious regional eco-environmental problems. Therefore, it is of great significance for the construction of ecological civilization to study the ecosystem health in the Yangtze River Delta. In this paper, the assessment framework of “Vigor-Organization-Resilience” was used to assess the ecosystem health index (EHI) of the Yangtze River Delta from 2000 to 2020, and then the spatial autocorrelation method was used to analyze the agglomeration of EHI in 314 counties in this region. Finally, the eXtreme Gradient Boosting (XGBoost) model and the SHapley Additive exPlanation (SHAP) model were combined to explore the synergistic impact of EHI driving factors. The results show that (1) from 2000 to 2020, the EHI in the Yangtze River Delta is at the level of ordinary health, and gradually decreased; (2) the EHI has significant spatial positive correlation and aggregation; (3) the driving factors in descending order of importance are urbanization level (UL), precipitation (PRE), PM2.5 (PM), normalized difference vegetation index (NDVI), and temperature (TEMP); and (4) the relationship between UL and EHI is logarithmic; PRE and EHI are quartic polynomial; PM, NDVI, TEMP, and EHI are quadratic polynomial. The results of this paper are of great significance to the management and restoration of the ecosystem in this region
引用
收藏
页码:85184 / 85197
页数:13
相关论文
共 50 条
  • [1] Spatiotemporal distribution characteristics of ecosystem health and the synergetic impact of its driving factors in the Yangtze River Delta, China
    Zhang, Xuepeng
    Gou, Peng
    Chen, Wei
    Li, Guangchao
    Huang, Yingshuang
    Zhou, Tianyu
    Liu, Yang
    Nie, Wei
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (36) : 85184 - 85197
  • [2] Spatiotemporal Evolution of Entrepreneurial Activities and Its Driving Factors in the Yangtze River Delta, China
    Zhang, Haipeng
    Chen, Wei
    Liu, Zhigao
    LAND, 2022, 11 (02)
  • [3] Spatiotemporal Dynamics and Driving Factors of Ecosystem Services in the Yellow River Delta, China
    Xue, Shuqi
    Yao, Lei
    Xu, Ying
    Li, Chunfang
    SUSTAINABILITY, 2024, 16 (08)
  • [4] ECOLOGICAL SENSITIVITY AND ITS DRIVING FACTORS IN THE YANGTZE RIVER DELTA, CHINA
    Yang, Hongfei
    Nie, Shunan
    Zhou, Hui
    Zhou, Xin
    Wang, Yueqing
    ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL, 2024, 23 (07):
  • [5] Spatiotemporal changes of ecosystem health and the impact of its driving factors on the Loess Plateau in China
    Zhang, Xuepeng
    Wu, Taixia
    Du, Qiqi
    Ouyang, Ninglei
    Nie, Wei
    Liu, Yang
    Gou, Peng
    Li, Guangchao
    ECOLOGICAL INDICATORS, 2025, 170
  • [6] Long-term spatiotemporal variations of ammonia in the Yangtze River Delta region of China and its driving factors
    Xue, Jingkai
    Xing, Chengzhi
    Li, Qihua
    Wang, Shanshan
    Hu, Qihou
    Zhu, Yizhi
    Liu, Ting
    Zhang, Chengxin
    Liu, Cheng
    JOURNAL OF ENVIRONMENTAL SCIENCES, 2025, 150 : 202 - 217
  • [7] Spatiotemporal Evolution and the Driving Force of Tourism Ecosystem Health in the Yangtze River Economic Belt, China
    Luo, Run
    Zhou, Nianxing
    Li, Zaijun
    POLISH JOURNAL OF ENVIRONMENTAL STUDIES, 2022, 31 (04): : 3235 - 3248
  • [8] Spatiotemporal changes in sustainable development and its driving force in the Yangtze River Delta region, China
    Ni, Rui
    Wang, Feier
    Yu, Jie
    JOURNAL OF CLEANER PRODUCTION, 2022, 379
  • [9] THE SPATIOTEMPORAL CHARACTERISTICS OF VEGETATION COVERAGE AND ITS DRIVING FACTORS IN THE YELLOW RIVER DELTA
    Yue, X. Y.
    Yue, W.
    APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH, 2023, 21 (05): : 4165 - 4176
  • [10] The impact of land urbanization on ecosystem health in the Yangtze River Delta urban agglomerations, China
    Qiao, Wenyi
    Huang, Xianjin
    CITIES, 2022, 130