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利用多时相 Landsat 热影像探测垃圾填埋场的垃圾倾倒位置。

Detection of waste dumping locations in landfill using multi-temporal Landsat thermal images.

机构信息

1 Department of Civil Engineering, Ryerson University, Toronto, Canada.

2 Department of Geomatics, College of Environmental Design, King Abdulaziz University, Saudi Arabia.

出版信息

Waste Manag Res. 2019 Apr;37(4):386-393. doi: 10.1177/0734242X18821808. Epub 2019 Jan 11.

Abstract

The disposal of solid waste in a conventional landfill is inevitably associated with potential adverse environmental impacts, resulting in the migration of landfill gas and offensive odors on the surrounding areas. In addition to the obnoxious fumes and hazardous leachate, heat generation is continuously observed within the landfill during the aerobic and anaerobic phases. Despite the negative impacts, such "heat generation" phenomenon can turn into valuable information to aid in detecting unauthorized landfill activities and tracing unrecorded dumping regions. The spatial distribution of waste buried under the ground can be approximated and revealed through measuring the ground surface heat flux. In this study, we demonstrate how to utilize thermal remote sensing techniques to measure the land surface temperature (LST), which can aid in outlining the waste dumping regions within a landfill. The Jeleeb Al-Shuyoukh landfill, located in Kuwait, was used to demonstrate the proposed method, where the record of the exact dumping location was missing during the Gulf war. Ten-year Landsat Thematic Mapper(TM)/Enhanced Thematic Mapper Plus (ETM+) images (1985-1994) were acquired and processed in order to compute the LST within the landfill. Through combining the multi-temporal LST contours and overlay analysis, the most probable dumping regions within the landfill were outlined. A probability map was created to indicate the possible location of waste dumping within the studied landfill. With reference to the 50 boreholes drilled by the Environmental Protection Authority of Kuwait, our results derived during the summer and winter seasons both yielded an overall accuracy of 72%.

摘要

在传统垃圾填埋场中处理固体废物不可避免地会带来潜在的环境负面影响,导致填埋气和恶臭气体迁移到周围地区。除了恶臭的烟雾和危险的渗滤液外,在好氧和厌氧阶段,垃圾填埋场内还会持续产生热量。尽管存在负面影响,但这种“发热”现象可以转化为有价值的信息,有助于检测未经授权的垃圾填埋活动和追踪未记录的倾倒区域。通过测量地面热通量,可以近似和揭示地下掩埋废物的空间分布。在本研究中,我们展示了如何利用热遥感技术测量土地表面温度(LST),这有助于勾勒出垃圾填埋场内的垃圾倾倒区域。科威特的杰勒拜勒-舒尤赫垃圾填埋场被用于演示所提出的方法,在海湾战争期间,该地区的准确倾倒位置记录丢失。获取并处理了 1985 年至 1994 年的十年 Landsat 专题制图仪(TM)/增强型专题制图仪加(ETM+)图像,以便计算垃圾填埋场内的 LST。通过结合多时相 LST 轮廓和叠加分析,勾勒出垃圾填埋场内最有可能的倾倒区域。创建了一个概率图,以指示研究垃圾填埋场内可能的垃圾倾倒位置。参考科威特环境保护局钻的 50 个钻孔,我们在夏季和冬季得出的结果总体准确率均为 72%。

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