基于无人机和地理信息系统的露天排土场子流域污染风险评估

IF 3.7 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL
Patricio Gallardo García Freire, Emiliano Matías, Agustina Malizia, Ana Carolina Monmany-Garzia, Alberto Galindo-Cardona
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引用次数: 0

摘要

城市固体废物的可持续管理是一项紧迫的全球性挑战。本研究介绍了一种创新的方法,用于分析阿根廷Tucumán的露天垃圾场,使用无人驾驶飞行器(uav)和DroneDeploy软件进行数据收集,并结合QGIS估算子流域层面的污染风险。通过整合卫星图像、地面调查、高分辨率无人机图像和地理信息系统中的多标准决策分析,我们提供了一个露天垃圾场条件的全面概述。商业无人机飞行促进了数字高程模型和数字地形模型的快速和经济高效的创建,以及使用人工智能描绘废物足迹的正交图像,以加强对地理空间问题的理解。接近的数据层,如渗滤液池、河岸和太阳辐射,通过可复制的方法支持城市固体废物管理的明智决策。建议在未来的研究中进行实地验证并包括地下和地下水过程,以提高准确性并最大化社会生态效益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pollution risk assessment in sub-basins of an open dump using drones and geographic information systems.

The sustainable management of municipal solid waste (MSW) presents a pressing global challenge. This study introduces an innovative methodology for analysing open dumps in Tucumán, Argentina, using unmanned aerial vehicles (UAVs) and DroneDeploy software for data collection, coupled with QGIS for estimating contamination risk at the sub-basin level. By integrating satellite imagery, ground surveys, high-resolution UAV imagery and a multi-criteria decision analysis within geographic information system, we provide a comprehensive overview of dumpsite conditions at one open dump. Commercial drone flights facilitate the rapid and cost-effective creation of digital elevation models and digital terrain models, along with orthomosaic imagery, from which waste footprints are delineated using artificial intelligence to enhance the understanding of geospatial issues. Approaching data layers, such as leachate pools, riverbanks and solar radiation, supports informed decision-making in MSW management through a replicable methodology. Field validation and the inclusion of subsurface and groundwater processes are recommended for future research to improve accuracy and maximize socio-ecological benefits.

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来源期刊
Waste Management & Research
Waste Management & Research 环境科学-工程:环境
CiteScore
8.50
自引率
7.70%
发文量
232
审稿时长
4.1 months
期刊介绍: Waste Management & Research (WM&R) publishes peer-reviewed articles relating to both the theory and practice of waste management and research. Published on behalf of the International Solid Waste Association (ISWA) topics include: wastes (focus on solids), processes and technologies, management systems and tools, and policy and regulatory frameworks, sustainable waste management designs, operations, policies or practices.
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