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分析多时相 Landsat 卫星图像,监测城市固体废物处理场的地表温度。

Analysis of multi-temporal landsat satellite images for monitoring land surface temperature of municipal solid waste disposal sites.

机构信息

Department of Civil Engineering, Ryerson University, 350 Victoria Street, Toronto, Ontario, M5B 2K3, Canada,

出版信息

Environ Monit Assess. 2014 Dec;186(12):8161-73. doi: 10.1007/s10661-014-3995-z. Epub 2014 Aug 23.

Abstract

This studypresents a remote sensing application of using time series Landsat satellite images for monitoring the Trail Road and Nepean municipal solid waste (MSW) disposal sites in Ottawa, Ontario, Canada. Currently, the Trail Road landfill is in operation; however, during the 1960s and 1980s, the city relied heavily on the Nepean landfill. More than 400 Landsat satellite images were acquired from the US Geological Survey (USGS) data archive between 1984 and 2011. Atmospheric correction was conducted on the Landsat images in order to derive the landfill sites' land surface temperature (LST). The findings unveil that the average LST of the landfill was always higher than the immediate surrounding vegetation and air temperature by 4 to 10 °C and 5 to 11.5 °C, respectively. During the summer, higher differences of LST between the landfill and its immediate surrounding vegetation were apparent, while minima were mostly found in fall. Furthermore, there was no significant temperature difference between the Nepean landfill (closed) and the Trail Road landfill (active) from 1984 to 2007. Nevertheless, the LST of the Trail Road landfill was much higher than the Nepean by 15 to 20 °C after 2007. This is mainly due to the construction and dumping activities (which were found to be active within the past few years) associated with the expansion of the Trail Road landfill. The study demonstrates that the use of the Landsat data archive can provide additional and viable information for the aid of MSW disposal site monitoring.

摘要

本研究提出了一种利用时间序列陆地卫星图像进行遥感监测的方法,监测加拿大安大略省渥太华的 Trail Road 和 Nepean 市固体废物(MSW)处理场。目前,Trail Road 垃圾填埋场正在运营;然而,在 20 世纪 60 年代和 80 年代,该市严重依赖 Nepean 垃圾填埋场。在 1984 年至 2011 年期间,从美国地质调查局(USGS)数据档案中获取了超过 400 张陆地卫星图像。对陆地卫星图像进行了大气校正,以得出垃圾填埋场的地表温度(LST)。研究结果表明,垃圾填埋场的平均 LST 总是比周围的植被和空气温度高 4 到 10°C 和 5 到 11.5°C。在夏季,垃圾填埋场与其周围植被之间的 LST 差异更为明显,而最小值主要出现在秋季。此外,1984 年至 2007 年间,Nepean 垃圾填埋场(关闭)和 Trail Road 垃圾填埋场(活跃)之间没有明显的温度差异。然而,2007 年以后,Trail Road 垃圾填埋场的 LST 比 Nepean 高 15 到 20°C。这主要是由于 Trail Road 垃圾填埋场的扩建施工和倾倒活动(在过去几年中被发现仍在进行)所致。该研究表明,使用陆地卫星数据档案可以提供额外的可行信息,以辅助 MSW 处理场监测。

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