Jiao Pan;Ziwei Wang;Tao Chen;Kun Jia;Antonio Plaza
{"title":"基于RSEIFE的禹州矿区生态质量时空变化及其影响因素检测","authors":"Jiao Pan;Ziwei Wang;Tao Chen;Kun Jia;Antonio Plaza","doi":"10.1109/JSTARS.2025.3575810","DOIUrl":null,"url":null,"abstract":"With the increasing attention to the construction of ecological civilization, sustainable development has been upgraded to green development, and the problem of ecological deterioration has been solved at the source of resource utilization. Ecological quality and its potential influencing factors are important elements of ecological security in Yuzhou mining area. In this work, we examined the geographical and temporal variations of ecological environmental quality within the Yuzhou Mining region using the remote sensing ecological index considering full elements (RSEIFEs). The method exploited Savitzky-Golay filtering (to smooth the four ecological index data), and the surface ecological effects of resource-based cities were evaluated using the entropy weight method and moving window technique. Our key findings include: 1) the filtered ecological index time series curves effectively reduce the data noise and make the data set smoother; 2) during mining time series monitoring, the mean RSEIFE values for five years were 0.56, 0.41, 0.44, 0.58, and 0.67, demonstrating an initial deterioration, subsequently followed by an enhancement in the ecological environmental condition; 3) the dominant index impacting the ecological environment of the open-pit mine are land surface temperature, and normalized difference built-up and bareness index; 4) while open-pit mining activities adversely affect the ecological environment, restoration efforts significantly improve conditions in both the open-pit and its surrounding areas. This study offers a quantitative method for monitoring the ecological environmental quality of resource-based cities and provides essential scientific data for the ecological environment restoration of mining areas and their surroundings.","PeriodicalId":13116,"journal":{"name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","volume":"18 ","pages":"14545-14556"},"PeriodicalIF":4.7000,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11021284","citationCount":"0","resultStr":"{\"title\":\"Spatiotemporal Change Detection of Ecological Quality and the Associated Influencing Factors in Yuzhou Mining Area With RSEIFE\",\"authors\":\"Jiao Pan;Ziwei Wang;Tao Chen;Kun Jia;Antonio Plaza\",\"doi\":\"10.1109/JSTARS.2025.3575810\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the increasing attention to the construction of ecological civilization, sustainable development has been upgraded to green development, and the problem of ecological deterioration has been solved at the source of resource utilization. Ecological quality and its potential influencing factors are important elements of ecological security in Yuzhou mining area. In this work, we examined the geographical and temporal variations of ecological environmental quality within the Yuzhou Mining region using the remote sensing ecological index considering full elements (RSEIFEs). The method exploited Savitzky-Golay filtering (to smooth the four ecological index data), and the surface ecological effects of resource-based cities were evaluated using the entropy weight method and moving window technique. Our key findings include: 1) the filtered ecological index time series curves effectively reduce the data noise and make the data set smoother; 2) during mining time series monitoring, the mean RSEIFE values for five years were 0.56, 0.41, 0.44, 0.58, and 0.67, demonstrating an initial deterioration, subsequently followed by an enhancement in the ecological environmental condition; 3) the dominant index impacting the ecological environment of the open-pit mine are land surface temperature, and normalized difference built-up and bareness index; 4) while open-pit mining activities adversely affect the ecological environment, restoration efforts significantly improve conditions in both the open-pit and its surrounding areas. This study offers a quantitative method for monitoring the ecological environmental quality of resource-based cities and provides essential scientific data for the ecological environment restoration of mining areas and their surroundings.\",\"PeriodicalId\":13116,\"journal\":{\"name\":\"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing\",\"volume\":\"18 \",\"pages\":\"14545-14556\"},\"PeriodicalIF\":4.7000,\"publicationDate\":\"2025-06-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11021284\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/11021284/\",\"RegionNum\":2,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/11021284/","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Spatiotemporal Change Detection of Ecological Quality and the Associated Influencing Factors in Yuzhou Mining Area With RSEIFE
With the increasing attention to the construction of ecological civilization, sustainable development has been upgraded to green development, and the problem of ecological deterioration has been solved at the source of resource utilization. Ecological quality and its potential influencing factors are important elements of ecological security in Yuzhou mining area. In this work, we examined the geographical and temporal variations of ecological environmental quality within the Yuzhou Mining region using the remote sensing ecological index considering full elements (RSEIFEs). The method exploited Savitzky-Golay filtering (to smooth the four ecological index data), and the surface ecological effects of resource-based cities were evaluated using the entropy weight method and moving window technique. Our key findings include: 1) the filtered ecological index time series curves effectively reduce the data noise and make the data set smoother; 2) during mining time series monitoring, the mean RSEIFE values for five years were 0.56, 0.41, 0.44, 0.58, and 0.67, demonstrating an initial deterioration, subsequently followed by an enhancement in the ecological environmental condition; 3) the dominant index impacting the ecological environment of the open-pit mine are land surface temperature, and normalized difference built-up and bareness index; 4) while open-pit mining activities adversely affect the ecological environment, restoration efforts significantly improve conditions in both the open-pit and its surrounding areas. This study offers a quantitative method for monitoring the ecological environmental quality of resource-based cities and provides essential scientific data for the ecological environment restoration of mining areas and their surroundings.
期刊介绍:
The IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing addresses the growing field of applications in Earth observations and remote sensing, and also provides a venue for the rapidly expanding special issues that are being sponsored by the IEEE Geosciences and Remote Sensing Society. The journal draws upon the experience of the highly successful “IEEE Transactions on Geoscience and Remote Sensing” and provide a complementary medium for the wide range of topics in applied earth observations. The ‘Applications’ areas encompasses the societal benefit areas of the Global Earth Observations Systems of Systems (GEOSS) program. Through deliberations over two years, ministers from 50 countries agreed to identify nine areas where Earth observation could positively impact the quality of life and health of their respective countries. Some of these are areas not traditionally addressed in the IEEE context. These include biodiversity, health and climate. Yet it is the skill sets of IEEE members, in areas such as observations, communications, computers, signal processing, standards and ocean engineering, that form the technical underpinnings of GEOSS. Thus, the Journal attracts a broad range of interests that serves both present members in new ways and expands the IEEE visibility into new areas.