首页> 外文会议>第21届国际摄影测量与遥感大会(ISPRS 2008)论文集 >SATELLITE MONITORING OF URBAN SPRAWL AND ASSESSING THE IMPACT OF LAND COVER CHANGES IN THE GREATER TORONTO AREA
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SATELLITE MONITORING OF URBAN SPRAWL AND ASSESSING THE IMPACT OF LAND COVER CHANGES IN THE GREATER TORONTO AREA

机译:多伦多市区卫星遥感监测及评估大面积土地覆盖变化的影响

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This research investigates the extent of land cover change, particularly urban sprawl, in the Greater Toronto Area (GTA) and the nature of the resulting landscape fragmentation, particularly with regard to the Oak Ridges Moraine (ORM), an ecologically important and sensitive area for the region. Three scenes of Landsat TM imagery were acquired from July/August 1985, July/August 1995 and July 2005. The TM images and TM5 textures were classified into seven land cover categories, i.e., low-density built-up, high-density built-up, construction sites, agriculture, forest, golf courses, parks/pasture and water using a maximum likelihood classifier. The overall accuracies were 90% for 1985, 93% for 1995 and 91% for 2005. Landscape fragmentation due to spatio-temporal changes was then evaluated using spatial metrics. The landscape composition results indicate that significant urban growth and sprawl occurred in the GTA. Comparison of the land cover classes over the 20 year period reveals a shift in dominance in the landscape through a clear increase in low-density built-up land cover categories coupled with a clear decrease in agricultural areas. The landscape configuration metrics calculated suggest increased fragmentation of both agricultural and low-density built-up areas during the two decades. Combined with the change in their proportions, this meant more isolation and attrition for the former, while the latter gained area through the appearance of more frequent and relatively smaller patches. In addition, the contagion and proximity indices indicate that agricultural areas were increasingly reduced in area, subdivided into smaller patches and became more dispersed over the given time period, while the opposite was true of suburban areas. The most extensive urban expansion onto the ORM occurred in municipalities within the region of York and therefore a thorough investigation of the impacts of this expansion is strongly recommended.
机译:这项研究调查了大多伦多地区(GTA)的土地覆盖变化的程度,特别是城市蔓延,以及由此产生的景观破碎化的性质,尤其是对于橡树岭冰a(ORM),该地区在生态上重要且敏感。该区域。分别从1985年7月/ 8月,1995年7月/ 8月和2005年7月获取了3个Landsat TM图像场景。TM图像和TM5纹理分为7种土地覆被类别,即低密度构造,高密度构造。最多的可能性分类器,用于建筑工地,农业,森林,高尔夫球场,公园/牧场和水。 1985年的总体准确度为90%,1995年的准确度为93%,2005年的准确度为91%。然后,使用空间度量来评估由于时空变化而引起的景观破碎化。景观组成结果表明,大多伦多地区出现了显着的城市增长和蔓延。通过比较20年期间的土地覆盖类别,可以发现低密度建成土地覆盖类别的明显增加以及农业面积的明显减少,从而改变了景观的主导地位。计算出的景观配置指标表明,在过去的二十年中,农业和低密度建筑面积的碎片化程度有所增加。结合比例的变化,这意味着前者会更多地被隔离和磨损,而后者则通过出现频率更高且相对较小的斑块而扩大了面积。此外,传染性和邻近性指数表明,在给定的时间段内,农业区域的面积逐渐减少,细分成较小的块,并变得更加分散,而郊区则相反。在ORM上,最广泛的城市扩张发生在约克地区的市政当局,因此强烈建议对这种扩张的影响进行彻底的调查。

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