首页 | 本学科首页   官方微博 | 高级检索  
     检索      

基于Landsat 8的漓江流域生态环境质量及其影响因素分析
引用本文:倪春雨,何文,姚月锋.基于Landsat 8的漓江流域生态环境质量及其影响因素分析[J].科学技术与工程,2024,24(12):5227-5238.
作者姓名:倪春雨  何文  姚月锋
作者单位:桂林理工大学测绘地理信息学院;广西壮族自治区中国科学院广西植物研究所;广西壮族自治区中国科学院广西植物研究所;桂林理工大学测绘地理信息学院
基金项目:广西重点研发计划项目(桂科AB22035060);国家自然科学基金项目(32060369)
摘    要:漓江流域生态环境质量时空变化及其影响因素的精准评价对桂林国际旅游胜地与国家可持续发展议程创新示范区建设具有重要的现实意义。本研究通过谷歌地球引擎(Google Earth Engine,GEE),融合Landsat 8遥感影像构建遥感生态指数(Remote Sensing Ecological Index,RSEI),探讨了自2012年桂林国际旅游胜地建设以来漓江流域生态环境质量的时空变化格局及其主要影响因素。结果表明:漓江流域生态环境质量呈现上升趋势且总体处于中上等水平,其中,流域林地和草地生态环境质量等级主要为优和良,而建设用地和耕地等区域主要为差和较差;流域的生态环境质量具有较强的空间自相关性,呈聚集性分布格局,主要表现为高-高聚类、低-低聚类和不显著聚类;绿度和湿度指标对RSEI指数有正向影响,而干度和热度指标则为反向影响;由人为因素引起的流域土地利用和植被覆盖度变化对漓江流域生态环境质量的影响要远远大于自然因素。在国际旅游胜地建设过程中,要坚持生态保护优先发展战略,注重保护和恢复漓江流域的生态环境,以促进桂林市国家可持续发展议程创新示范区建设。

关 键 词:遥感生态指数  谷歌地球引擎  主成分分析  地理探测器  漓江流域
收稿时间:2023/7/6 0:00:00
修稿时间:2024/1/31 0:00:00

Anlysis of ecological environment quality and its influencing factors of the Lijiang River basin based on Landsat 8 and GEE
Ni Chunyu,He Wen,Yao Yuefeng.Anlysis of ecological environment quality and its influencing factors of the Lijiang River basin based on Landsat 8 and GEE[J].Science Technology and Engineering,2024,24(12):5227-5238.
Authors:Ni Chunyu  He Wen  Yao Yuefeng
Institution:College of Geomatics and Geoinformation, Guilin University of Technology;Guangxi Institute of Botany, Guangxi Zhuang Autonomous Regions and Chinese Academy of Sciences
Abstract:In order to analyze the spatio-temporal changes in ecological environment quality and its influencing factors of the Lijiang River basin, the remote sensing ecological index (RSEI) was constructed by using Landsat 8 OLI/TIRS imagery based on Google Earth Engine (GEE). The results show that the ecological environment quality was generally above the average of the Lijiang River basin. The ecological environment quality of woodland was at the excellent level, and the grassland was good, whereas that of the construction land and cultivated land was found to be poor of the Lijiang River basin. The ecological environment quality of the Lijiang River basin was exhibited a strong spatial auto-correlation with a clustered distribution pattern, and mainly manifested as high-high, low-low, and insignificant clustering. The ecological environment quality of the Lijiang River basin was positively impacted by greenness and humidity, and negatively impacted by dryness and heat. The impact of land use and cover change was far greater than that of natural factors (i.e., precipitation) on the ecological environment quality of the Lijiang River basin. It is concluded that the ecological environment quality and its protection of the Lijiang River basin is contributed a significant role in achieving regional sustainable development goals in Guilin.
Keywords:remote sensing ecological index  Google Earth Engine  principal component analysis  geodetector  Lijiang River basin
点击此处可从《科学技术与工程》浏览原始摘要信息
点击此处可从《科学技术与工程》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号