Monitoring and Analysis of Eco-Environmental Quality in Daihai Lake Basin from 1985 to 2022 Based on the Remote Sensing Ecological Index

被引:1
|
作者
Ye, Bowen [1 ]
Sun, Biao [1 ,2 ,3 ]
Shi, Xiaohong [1 ,2 ,3 ]
Zhao, Yunliang [1 ]
Guo, Yuying [1 ]
Pang, Jiaqi [1 ]
Yao, Weize [1 ]
Hu, Yaxin [1 ]
Zhao, Yunxi [1 ]
机构
[1] Inner Mongolia Agr Univ, Coll Water Conservancy & Civil Engn, Hohhot 010018, Peoples R China
[2] Inner Mongolia Water Resource Protect & Utilizat K, Hohhot 010018, Peoples R China
[3] State Gauge & Res Stn Wetland Ecosyst, Wuliangsuhai Lake, Bayannur 014404, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
principal component analysis; remote sensing ecological index; ecological environmental quality; Daihai Lake Basin; REGION;
D O I
10.3390/su16166854
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Exploring eco-environmental quality dynamics in the Daihai Lake Basin has significant implications for the conservation of ecological environments in the semi-arid and arid regions of northern China. Based on the Google Earth Engine (GEE) platform, the remote sensing ecological index (RSEI) was constructed by coupling Landsat SR remote sensing data from 1985 to 2022. The spatial significance of the RSEI was analyzed using linear regression equations and an F-test. The spatial correlation, distribution characteristics, and driving factors behind the RSEI were explored using Moran's index and a geodetector. The results indicated that (1) the RSEI was appropriate for evaluating eco-environmental quality in the Daihai Lake Basin. (2) From 1985 to 2022, the eco-environmental quality of the Daihai Lake Basin exhibited a positive trend but remained subpar. (3) A positive spatial autocorrelation was demonstrated for eco-environmental quality with increasing spatial aggregation. (4) Significant eco-environmental quality degradation (slope < 0) occurred primarily in Sanyiquan Town in the northeastern region of the basin and in Tiancheng Township in the southeastern region. Conversely, a notable improvement (slope > 0) was predominantly observed in Yongxing and Liusumu in southwestern Daihai. (5) The improvement in the ecological environment of the Daihai Lake Basin was primarily attributed to an increase in NDVI and WET and a decrease in NDBSI and LST. The interaction between NDVI and LST had the greatest explanatory power for the ecological environment. Among the external driving factors, DEM (elevation) was the dominant factor in the RSEI and had the strongest explanatory power. The interaction between DEM and LST was the most significant, and the driving factors were enhanced. This study provided a theoretical basis for the sustainable development of the Daihai Lake Basin, which is crucial for the local ecological environment and economic development.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] Evaluation of the Spatiotemporal Variations in the Eco-environmental Quality in China Based on the Remote Sensing Ecological Index
    Liao, Weihua
    Jiang, Weiguo
    REMOTE SENSING, 2020, 12 (15)
  • [2] Eco-Environmental Quality Assessment Using the Remote Sensing Ecological Index in Suzhou City, China
    Fang, Gang
    Pablo II, Renato Dan A.
    Zhang, Yin
    SUSTAINABILITY, 2023, 15 (17)
  • [3] Eco-Environmental Quality Assessment in China's 35 Major Cities Based On Remote Sensing Ecological Index
    Yue, Hui
    Liu, Ying
    Li, Yao
    Lu, Yang
    IEEE ACCESS, 2019, 7 : 51295 - 51311
  • [4] Spatiotemporal changes of eco-environmental quality based on remote sensing-based ecological index in the Hotan Oasis, Xinjiang
    Kaixuan Yao
    Abudureheman Halike
    Limei Chen
    Qianqian Wei
    Journal of Arid Land, 2022, 14 : 262 - 283
  • [5] Spatiotemporal changes of eco-environmental quality based on remote sensing-based ecological index in the Hotan Oasis, Xinjiang
    YAO Kaixuan
    Abudureheman HALIKE
    CHEN Limei
    WEI Qianqian
    Journal of Arid Land, 2022, 14 (03) : 262 - 283
  • [6] Spatiotemporal changes of eco-environmental quality based on remote sensing-based ecological index in the Hotan Oasis, Xinjiang
    Yao Kaixuan
    Halike, Abudureheman
    Chen Limei
    Wei Qianqian
    JOURNAL OF ARID LAND, 2022, 14 (03) : 262 - 283
  • [7] Evaluation of Eco-Environmental Quality in Qaidam Basin Based on the Ecological Index (MRSEI) and GEE
    Jia, Haowei
    Yan, Changzhen
    Xing, Xuegang
    REMOTE SENSING, 2021, 13 (22)
  • [8] Monitoring and Evaluation of Eco-Environment Quality Based on Remote Sensing-Based Ecological Index (RSEI) in Taihu Lake Basin, China
    Zhou, Jianbo
    Liu, Wanqing
    SUSTAINABILITY, 2022, 14 (09)
  • [9] Study on Water Quality Monitoring of Daihai Lake Based on Remote Sensing Technology
    Wu, Xiuqing
    Yang, Changbao
    Chang, Yaowen
    Duan, Qian
    2018 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL & ELECTRONICS ENGINEERING AND COMPUTER SCIENCE (ICEEECS 2018), 2018, : 462 - 467
  • [10] Application of GIS remote sensing information integration in eco-environmental quality monitoring
    Yao, Di
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL TECHNOLOGY AND MANAGEMENT, 2021, 24 (5-6) : 375 - 389