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基于分形网络演化算法和混合光谱分解的兰州市中心城区热岛的时空格局

潘竟虎1**,杨旺明2   

  1. (1西北师范大学地理与环境科学学院, 甘肃兰州 730070; 2北京师范大学全球变化与地球系统科学研究院,  北京 100875)
  • 出版日期:2013-01-10 发布日期:2013-01-10

Spatiotemporal pattern of urban heat island in Lanzhou of Northwest China based on fractal net evolution approach and spectral mixture analysis.

PAN Jing-hu1**, YANG Wang-ming2   

  1. (1College of Geography and Environmental Science, Northwest Normal University, Lanzhou 730070, China; 2College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China)
  • Online:2013-01-10 Published:2013-01-10

摘要: 利用1993年、2001年和2011年的Landsat TM/ETM+热红外遥感影像反演兰州市中心城区地表真实温度,采用面向对象的分形网络演化算法对地温图进行分割,获取热场基元,通过G*指数的空间聚集分析提取热岛范围,在景观级别上选取景观指数,从数量、形状和结构3个方面表征城市热岛空间格局变化,借助混合像元分解技术提取不透水面和植被盖度,探讨城市不透水面和绿地格局与城市热岛的相关性。结果表明:近20年来,兰州中心城区热岛效应大大增强,热岛比例指数提高了1.4倍,城市扩展和热岛增强具有时空一致性;热岛景观斑块数量和密度增加,形状指数和分离度增大,景观趋于破碎化,空间连接性降低;热岛景观等级以低温度等级斑块类型向高温度等级斑块类型转换为主;地表温度与植被盖度呈较显著线性负相关,与不透水面比例呈显著对数正相关。

关键词: 宁夏, 城市人居环境, 层次分析法(AHP), 熵权法, 协调度

Abstract: By using the Landsat TM/ETM+ thermal infrared remote sensing data of 1993, 2001, and 2011 to retrieve the ground temperature in the urban area of Lanzhou City, and by adopting objectoriented fractal net evolution approach (FNEA) to make image segmentation of the ground temperature, the urban heat island (UHI) elements were extracted. The G* index spatial aggregation analysis was made to calculate the urban heat island ratio index (URI), and the landscape metrics were used at landscape level to quantify the changes of the spatial pattern of the UHI from the aspects of quantity, shape, and structure. The impervious surface distribution and vegetation coverage were extracted by a constrained linear spectral mixture model to explore the relationships of the impervious surface distribution and vegetation coverage with the UHI. In recent 20 years, the UHI effect in Lanzhou City was strengthened, with the URI increased by 1.4 times. The urban expansion had a spatiotemporal consistency with the UHI expansion. The patch number and density of the UHI landscape were increased, the patch shape and the whole landscape tended to be complex, the landscape became more fragmented, and the landscape connectivity was decreased. The conversion of the UHI mainly occurred from low temperature grade patch type to high temperature grade patch type. The heat island strength had a negative linear correlation with the urban vegetation coverage, and a positive logarithmic correlation with the urban impervious surface coverage.

Key words: Ningxia, urban human settlement, AHP, entropy method, coordination degree.