首页|基于遥感生态指数的鞍山市生态环境质量变化研究

基于遥感生态指数的鞍山市生态环境质量变化研究

扫码查看
了解鞍山市生态环境质量的时空变化情况,可为今后鞍山市生态环境治理和矿区修复提供数据参考。该研究利用Landsat数据构建鞍山市2017、2020和2023年遥感生态指数模型(RSEI),运用Moran指数、地理探测器等方法探究鞍山市生态环境变化的驱动力因素。结果表明:(1)绿度指标和湿度指标对鞍山市生态质量起到正面影响,干度指标和热度指标起到负面影响。(2)鞍山市生态环境质量呈空间相关性分布,RSEI存在显著的聚集状态。(3)2017-2023年鞍山市生态环境质量基本保持稳定,生态环境质量不变区域面积占比为90。40%,生态等级为优良的区域面积占比均超过55%,岫岩满族自治县生态质量最好,主城区内生态质量最好为千山区。(4)各因子对生态环境质量的影响力差异较大,热度为主要驱动力因子,且因子交互作用后解释力更强。(5)土地利用类型以耕地、林地为主,耕地向林地、草地和建设用地转移的面积逐渐增大,增加了区域植被覆盖面积,促进区域生态环境质量改善。研究表明鞍山市今后需要增加植被覆盖率、加速矿山修复效率,以提升鞍山市的生态环境质量。
Evaluation of Ecological Environment Quality and Analysis of Influencing Factors in Anshan City Based on Remote Sensing Ecological Index
Understanding the temporal and spatial changes of ecological environment quality will provide data reference for the future ecological environment management and mining area restoration in Anshan City.In this study,Landsat data was used to construct the remote sensing ecological index model(RSEI)of Anshan City in 2017,2020 and 2023,and Moran index,geographical detector and other methods were used to explore the driving factors of ecological environment change.The results show that NDVI and WET have a positive impact on the ecological quality,while NDB-SI and LST have a negative impact.The ecological environment quality of the City is spatially correlated,and RSEI has a significant aggregation state.From 2017 to 2023,the ecological environment quality remained basically stable.The area of the same type of ecological environment quality accounted for 90.40%,and the area with excellent ecological grade ac-counted for more than 55%of the total area.The ecological quality of Xiuyan County was the best,and the ecological quality in the main urban area was the best in Qianshan District.The influence of each factor on the quality of the eco-logical environment is quite different.The heat is the main driving factor,and the explanatory power is stronger after the factor interaction.The land use types are mainly cultivated land and forest land.The area of cultivated land trans-ferred to forest land,grassland and construction land is gradually increasing,which increases the area of regional vegeta-tion coverage and promotes the improvement of regional ecological environment quality.The research shows that Anshan City needs to increase vegetation coverage and accelerate mine restoration efficiency in the future to improve the ecolog-ical environment quality.

Anshan CityRSEIecological qualityspatial autocorrelationland use

么廷禹、王东升、邰姗姗

展开 >

辽宁工程技术大学环境科学与工程学院,辽宁 阜新 123000

鞍山市 遥感生态指数 生态质量 空间自相关 土地利用

2024

环境科学与技术
湖北省环境科学研究院

环境科学与技术

CSTPCD北大核心
影响因子:0.943
ISSN:1003-6504
年,卷(期):2024.47(12)