Research on the Spatial-Temporal Pattern Evolution and Driving Force of Ecological Environment Quality in Kunming City Based on Remote Sensing Ecological Environment Index in the Past 25 Years

IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES
Xue Ding, Xin Shao, Jinliang Wang, Shuangyun Peng, Juncheng Shi
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引用次数: 0

Abstract

Kunming is the capital city of Yunnan Province and a bridgehead city facing South Asia and Southeast Asia. With the rapid development of Kunming‘s economy and society, the urbanization rate continues to increase, and the quality of the ecological environment in this area is also changing rapidly. How to quickly and accurately obtain the temporal and spatial pattern evolution of Kunming‘s ecological environment quality and explore the driving factors is of great significance to the realization of ecological environmental protection and sustainable development of Kunming. In this paper, the Google Earth Engine (GEE) platform is used to use the long-term Landsat remote sensing image data to mask the water body, extract greenness, dryness, humidity and heat, and construct the remote sensing ecological index RSEI through PCA. Using spatial analysis methods such as cold and hot spot analysis and center of gravity migration to explore the evolution of the spatio-temporal pattern of ecological environment quality in Kunming from 2000 to 2019, and use single-factor analysis and interactive detection in geographic detectors to analyze its internal driving forces. The results show,
基于近 25 年遥感生态环境指数的昆明市生态环境质量时空格局演变及驱动力研究
昆明是云南省省会,也是面向南亚和东南亚的桥头堡城市。随着昆明经济社会的快速发展,城市化率不断提高,该地区的生态环境质量也在快速变化。如何快速准确地获取昆明市生态环境质量的时空格局演变并探索其驱动因素,对实现昆明生态环境保护和可持续发展具有重要意义。本文利用Google Earth Engine (GEE)平台,利用长期Landsat遥感影像数据对水体进行掩膜,提取水体的绿度、干度、湿度和热量,通过主成分分析法构建遥感生态指数RSEI。利用冷热点分析、重心迁移等空间分析方法,探索2000 - 2019年昆明市生态环境质量时空格局演变,并利用地理探测器中的单因素分析和交互检测分析其内在驱动力。结果表明,
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来源期刊
Polish Journal of Environmental Studies
Polish Journal of Environmental Studies 环境科学-环境科学
CiteScore
3.10
自引率
11.10%
发文量
430
审稿时长
4 months
期刊介绍: One of the most important challenges facing the contemporary scientific world are problems connected with environmental protection. Intensive development of industry and agriculture has led to a rise in living standards on one hand, but an increase in environmental degradation on the other. This degradation poses a direct threat to human health and life. Solving these ever-increasing problems which seriously endanger our civilization require the united efforts of scientists and field researchers of many branches. The "Polish Journal of Environmental Studies" publishes original papers and critical reviews on the following subjects: -Basic and applied environmental pollution research, including environmental engineering -Pollution control of atmospheric, water (marine and fresh), soil and biological materials -Determination of harmful substances, including their metabolic breakdown patterns -Analytical methods for metabolic breakdown patterns or other chemical degradation patterns in the environment and in biological samples -Development of new analytical methods, instruments and techniques for controlling pollutants -Circulation of pollutants in the environment and their effect on living organisms -Environmentally oriented catalysis -Hazards to human health and safety -Waste utilization and management -Land reclamation -Conference reports, scientific and technical reports and book reviews
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