Assessment of soil cover chemical pollution using satellite data: A case study of Kharkiv region, Ukraine

IF 8.2 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
M. Solokha , O. Melnyk , N. Cannon , M. Horton , O. Datsko , D. O'Connor
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Abstract

Chemical contamination of soils due to military activity has become an urgent global concern, particularly in conflict-affected regions such as Ukraine. This study presents a methodology for the rapid identification and assessment of contaminated agricultural land using an integrated approach that combines open-source intelligence, geographic information systems (GIS), and remote sensing. The authors focused on military debris as a primary vector of soil contamination (by Cd, Co, Cr, Cu, Fe, Mn, Ni, Pb, and Zn) and utilized publicly available digital resources to geolocate fragments of destroyed equipment across farmlands in Kharkiv Oblast.
To compensate for the limited availability of high-resolution, time-specific satellite imagery, the study employed free datasets from the European Space Agency. The emergence of soil tracks and field roads was used as a proxy indicator of ground disturbance and potential chemical impact. These signals guided field sampling campaigns, during which soil samples were collected in proximity to identified debris and analyzed in laboratory conditions for chemical pollutants. Analytical studies revealed that heavy metals at the impact site exceed maximum permissible concentrations and exhibit an increasing trend, particularly for cadmium, copper, lead, and zinc, with exceedances reaching up to 62 times the regulatory limits.
All findings were systematically documented using a custom-designed GIS database, allowing the classification of contamination severity and spatial distribution. The resulting maps aim to support local authorities and farmers in decision-making and prioritising remediation measures. This approach provides a replicable framework for post-conflict environmental assessment and contributes to strengthening soil resilience in war-affected agricultural zones.

Abstract Image

利用卫星数据评估土壤覆盖化学污染:以乌克兰哈尔科夫地区为例
军事活动造成的土壤化学污染已成为全球迫切关注的问题,特别是在乌克兰等受冲突影响的地区。本研究提出了一种快速识别和评估受污染农业用地的方法,该方法使用了一种结合开源智能、地理信息系统(GIS)和遥感的综合方法。作者将军事碎片作为土壤污染的主要载体(Cd、Co、Cr、Cu、Fe、Mn、Ni、Pb和Zn),并利用公开可用的数字资源对哈尔科夫州农田中被毁设备的碎片进行地理定位。为了弥补高分辨率、特定时间的卫星图像的有限可用性,该研究使用了欧洲航天局的免费数据集。土壤足迹和田间道路的出现被用作地表扰动和潜在化学影响的代理指标。这些信号指导现场采样活动,在此期间,在已确定的碎片附近收集土壤样本,并在实验室条件下分析化学污染物。分析研究表明,撞击地点的重金属含量超过了最大允许浓度,并呈现上升趋势,特别是镉、铜、铅和锌,超标量高达规定限值的62倍。所有的调查结果都使用一个定制设计的GIS数据库系统地记录下来,允许对污染严重程度和空间分布进行分类。绘制的地图旨在帮助地方当局和农民做出决策,并确定修复措施的优先次序。这种方法为冲突后环境评估提供了一个可复制的框架,并有助于加强受战争影响农业区的土壤复原力。
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来源期刊
Science of the Total Environment
Science of the Total Environment 环境科学-环境科学
CiteScore
17.60
自引率
10.20%
发文量
8726
审稿时长
2.4 months
期刊介绍: The Science of the Total Environment is an international journal dedicated to scientific research on the environment and its interaction with humanity. It covers a wide range of disciplines and seeks to publish innovative, hypothesis-driven, and impactful research that explores the entire environment, including the atmosphere, lithosphere, hydrosphere, biosphere, and anthroposphere. The journal's updated Aims & Scope emphasizes the importance of interdisciplinary environmental research with broad impact. Priority is given to studies that advance fundamental understanding and explore the interconnectedness of multiple environmental spheres. Field studies are preferred, while laboratory experiments must demonstrate significant methodological advancements or mechanistic insights with direct relevance to the environment.
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