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基于卫星遥感的长江三角洲城市群生态气候演变研究
投稿时间:2024-11-25  修订日期:2024-12-09  点此下载全文
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作者单位地址
史军* 上海市生态气象和卫星遥感中心 上海市徐汇区蒲西路166号
崔林丽 上海市生态气象和卫星遥感中心 
张 敏 江苏省气象服务中心 
沈钟平 上海市生态气象和卫星遥感中心 
中文摘要:为了解长三角城市群生态气候特征及动态变化,基于区域111个气象站点逐日气温、降水量、相对湿度、风速等观测数据以及MODIS归一化差值植被指数(NDVI)和地表温度(LST)数据,采用遥感、GIS和主成分分析(PCA)法,并对现有的遥感生态指数(RSEI)加以改进,从干湿度、舒适度、绿度、热度、空气洁净度等方面构建了综合生态气候指数模型,分析了城市群生态气候的动态变化特征。结果表明,2001?2018年期间,城市群植被覆盖度以2.80%/10a的趋势显著增加,混合层高度以51.3m/10a显著降低,综合生态气候指数以0.10/10a显著降低,并呈现出区域性整体降低的趋势。人类活动和城市化对长三角城市群生态气候变化具有显著的影响,需要在推动经济社会发展的同时加强生态气候的保护和改善,实现人与自然和谐共生。
中文关键词:生态气候  动态变化  MODIS  长三角城市群
 
Change of eco-climate indices in the Yangtze River Delta Urban Agglomeration based on satellite remote sensing
Abstract:In order to understand the characteristics and dynamics of eco-climate in the Yangtze River Delta (YRD) urban agglomeration, remote sensing, GIS and principal component analysis (PCA) methods were used to improve the existing remote sensing ecological index (RSEI) based on daily observation data of air temperature, precipitation, relative humidity and wind speed from 111 meteorological stations, as well as MODIS normalized differential vegetation index (NDVI) and land surface temperature (LST) data. A regional integrated eco-climatic index (IECI) was constructed from the aspects of dryness/wetness, comfortableness, greenness, heatness and air cleanliness, and the dynamic characteristics of eco-climate in YRD urban agglomeration were analyzed. The results showed that during 2001?2018, the averaged fractional vegetation cover (FVC) increased significantly with a linear trend of 2.80% per decade, and the mixed layer height (MLH) decreased significantly at a rate of 51.3m per decade. The regional IECI decreased significantly with a linear trend of 0.10 per decade, and showed a trend of regional overall decrease. Human activities and urbanization had significant effects on eco-climate change in the YRD urban agglomeration. It is necessary to strengthen the protection and improvement of eco-climate while promoting economic and social development, so as to achieve harmonious coexistence between humans and nature.
keywords:eco-climate  dynamic change  MODIS  Yangtze River Delta urban agglomeration
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