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中国长江三角洲城乡梯度上的地表物候和地表温度变化。

Land surface phenology and land surface temperature changes along an urban-rural gradient in Yangtze River Delta, china.

机构信息

Key Laboratory of New Technology for Construction of Cities in Mountain Area of Education Ministry, College of Architecture and Urban Planning, Chongqing University, Chongqing 400045, China.

出版信息

Environ Manage. 2013 Jul;52(1):234-49. doi: 10.1007/s00267-013-0097-6. Epub 2013 Jun 6.

Abstract

Using SPOT/VGT NDVI time series images (2002-2009) and MODIS/LST images (2002-2009) smoothed by a Savitzky-Golay filter, the land surface phenology (LSP) and land surface temperature (LST), respectively, are extracted for six cities in the Yangtze River Delta, China, including Shanghai, Hangzhou, Nanjing, Changzhou, Wuxi, and Suzhou. The trends of the averaged LSP and LST are analyzed, and the relationship between these values is revealed along the urban-rural gradient. The results show that urbanization advances the start of the growing season, postpones the end of the growing season, prolongs the growing season length (GSL), and reduces the difference between maximal NDVI and minimal NDVI in a year (NDVIamp). More obvious changes occur in surface vegetation phenology as the urbanized area is approached. The LST drops monotonously and logarithmically along the urban-rural gradient. Urbanization generally affects the LSP of the surrounding vegetation within 6 km to the urban edge. Except for GSL, the difference in the LSP between urban and rural areas has a significant logarithmic relationship with the distance to the urban edge. In addition, there is a very strong linear relationship between the LSP and the LST along the urban-rural gradient, especially within 6 km to the urban edge. The correlations between LSP and gross domestic product and population density reveal that human activities have considerable influence on the land surface vegetation growth.

摘要

利用 SPOT/VGT NDVI 时间序列图像(2002-2009 年)和 MODIS/LST 图像(2002-2009 年),通过 Savitzky-Golay 滤波器进行平滑处理,分别提取了中国长江三角洲地区的上海、杭州、南京、常州、无锡和苏州六个城市的地表物候(LSP)和地表温度(LST)。分析了平均 LSP 和 LST 的趋势,并揭示了这些值沿城乡梯度的关系。结果表明,城市化进程会提前开始生长季,推迟结束生长季,延长生长季长度(GSL),并减少一年内最大 NDVI 和最小 NDVI 之间的差异(NDVIamp)。随着城市化区域的接近,地表植被物候的变化更为明显。LST 沿着城乡梯度单调下降和对数下降。城市化进程一般会对城市边缘 6 公里范围内的周围植被的 LSP 产生影响。除 GSL 外,城乡 LSP 的差异与距城市边缘的距离呈显著对数关系。此外,LSP 与 LST 之间存在很强的线性关系,特别是在距城市边缘 6 公里范围内。LSP 与国内生产总值和人口密度的相关性表明,人类活动对地表植被生长有相当大的影响。

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