生态与农村环境学报
生態與農村環境學報
생태여농촌배경학보
JOURNAL OF ECOLOGY AND RURAL ENVIRONMENT
2009年
3期
94-98
,共5页
Landsat TM%城市热场%硬化地表%主成分回归%澳门
Landsat TM%城市熱場%硬化地錶%主成分迴歸%澳門
Landsat TM%성시열장%경화지표%주성분회귀%오문
Landsat TM%urban thermal field%impervious surface%principal component regression method%Macau
利用2004年10月19日Landsat TM数据提取澳门城区城市用地类型信息,反演城市地表温度,在此基础上通过主成分回归方法分析澳门城市热场的影响因素.结果表明,澳门城市热场受到硬化地表指数的影响较大,其次为植被比例.地表温度与硬化地表指数、道路密度呈显著正相关(P<0.05),与归一化植被指数、植被比例及水体比例呈显著负相关(P<0.05).
利用2004年10月19日Landsat TM數據提取澳門城區城市用地類型信息,反縯城市地錶溫度,在此基礎上通過主成分迴歸方法分析澳門城市熱場的影響因素.結果錶明,澳門城市熱場受到硬化地錶指數的影響較大,其次為植被比例.地錶溫度與硬化地錶指數、道路密度呈顯著正相關(P<0.05),與歸一化植被指數、植被比例及水體比例呈顯著負相關(P<0.05).
이용2004년10월19일Landsat TM수거제취오문성구성시용지류형신식,반연성시지표온도,재차기출상통과주성분회귀방법분석오문성시열장적영향인소.결과표명,오문성시열장수도경화지표지수적영향교대,기차위식피비례.지표온도여경화지표지수、도로밀도정현저정상관(P<0.05),여귀일화식피지수、식피비례급수체비례정현저부상관(P<0.05).
Along with development of urbanization,urban thermal field (or urban thermal environment) is changing accordingly as function of numerous factors.One of the changes is the so-called urban heat island effect.To analyze geographical information related to urban land-use types in Macau and to extract data on urban surface temperature as well as urban impermeable surface,GIS and RS were used.Based on the Landsat TM data collected on October 19,2004,factors influencing urban thermal field were studied by the principal component regression method.Results show that the urban thermal field in Macau was greatly affected by impervious surface index,and surface temperature was positively correlated with impervious surface index and road density (P<0.05),while negatively correlated with vegetation index,vegetation cover and proportion of waterbody(P<0.05).