RELATIONSHIP BETWEEN LANDCOVER PATTERN AND SURFACE NET RADIATION IN AN COASTAL CITY

被引:0
|
作者
Zhao, X. [1 ]
Liu, L. [1 ,2 ]
Liu, X. [3 ]
Zhao, Y. [1 ]
机构
[1] Chinese Acad Sci, Inst Urban Environm, Key Lab Urban Environm & Hlth, Xiamen 361021, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[3] China Univ Geosci, Wuhan 430074, Peoples R China
来源
XXIII ISPRS CONGRESS, COMMISSION VIII | 2016年 / 41卷 / B8期
基金
中国国家自然科学基金;
关键词
Surface net radiation; Land covers pattern; Landscape metrics; Correlation analysis; Stepwise regression; Xiamen city;
D O I
10.5194/isprsarchives-XLI-B8-1093-2016
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Taking Xiamen city as the study area this research first retrieved surface net radiation using meteorological data and Landsat 5 TM images of the four seasons in the year 2009. Meanwhile the 65 different landscape metrics of each analysis unit were acquired using landscape analysis method. Then the most effective landscape metrics affecting surface net radiation were determined by correlation analysis, partial correlation analysis, stepwise regression method, etc. At both class and landscape levels, this paper comprehensively analyzed the temporal and spatial variations of the surface net radiation as well as the effects of land cover pattern on it in Xiamen from a multi-seasonal perspective. The results showed that the spatial composition of land cover pattern shows significant influence on surface net radiation while the spatial allocation of land cover pattern does not. The proportions of bare land and forest land are effective and important factors which affect the changes of surface net radiation all the year round. Moreover, the proportion of forest land is more capable for explaining surface net radiation than the proportion of bare land. So the proportion of forest land is the most important and continuously effective factor which affects and explains the cross-seasonal differences of surface net radiation. This study is helpful in exploring the formation and evolution mechanism of urban heat island. It also gave theoretical hints and realistic guidance for urban planning and sustainable development.
引用
收藏
页码:1093 / 1096
页数:4
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