Conceptual Site Models (CSMs) are essential tools for characterizing contaminated sites, integrating hydrobiogeochemical information to support remediation planning. Historical datasets are often underutilized, while additional investigations can be costly, limiting our understanding of contaminant dynamics. This study aims to develop a sustainable and cost-effective framework for constructing an enhanced CSM of the Mantua Lakes through the integration of historical (2008) and recent (2024–2025) sediment and water quality datasets, resulting in more than 2000 data points. Objectives included the reconstruction of a 3D geological model (55 boreholes), the estimation of contaminant masses in sediments, and the evaluation of temporal trends in contaminant distribution and natural attenuation. Sediment cores (collected at 25 cm intervals) and surface water samples were analyzed for arsenic, cadmium, chromium, mercury, and heavy petroleum hydrocarbons. A harmonized set of 39 georeferenced points enabled a multi-temporal comparison. Voronoi polygons and volumetric calculations were used to estimate contaminant mass within sediment layers. Bathymetric and stratigraphic data, consisting of 458 depth points and 64 isobaths, were integrated into a 3D geodatabase and extended into a 4D framework to capture temporal evolution. Sediments exhibited overall reductions in contaminants, particularly cadmium and hydrocarbons, while arsenic and chromium showed localized variations. Water column concentrations mirrored sediment trends, indicating significant bioattenuation. Integrating historical and recent data strengthens CSMs, provides quantitative mass estimates, and offers a comprehensive framework for understanding contaminant dynamics, natural attenuation processes, and sustainable site management.

Integration of historical and recent data for 3D Conceptual Site Modeling and quantitative assessment of contaminant evolution in the Mantua Lakes, Italy / Valle, A., Petrangeli Papini, M., Michielin, G., Savazzi, S., Ciampi, P.. - In: SUSTAINABILITY. - ISSN 2071-1050. - 18:14(2026). [10.3390/su18146942]

Integration of historical and recent data for 3D Conceptual Site Modeling and quantitative assessment of contaminant evolution in the Mantua Lakes, Italy

Alessandro Valle;Marco Petrangeli Papini;Paolo Ciampi
2026

Abstract

Conceptual Site Models (CSMs) are essential tools for characterizing contaminated sites, integrating hydrobiogeochemical information to support remediation planning. Historical datasets are often underutilized, while additional investigations can be costly, limiting our understanding of contaminant dynamics. This study aims to develop a sustainable and cost-effective framework for constructing an enhanced CSM of the Mantua Lakes through the integration of historical (2008) and recent (2024–2025) sediment and water quality datasets, resulting in more than 2000 data points. Objectives included the reconstruction of a 3D geological model (55 boreholes), the estimation of contaminant masses in sediments, and the evaluation of temporal trends in contaminant distribution and natural attenuation. Sediment cores (collected at 25 cm intervals) and surface water samples were analyzed for arsenic, cadmium, chromium, mercury, and heavy petroleum hydrocarbons. A harmonized set of 39 georeferenced points enabled a multi-temporal comparison. Voronoi polygons and volumetric calculations were used to estimate contaminant mass within sediment layers. Bathymetric and stratigraphic data, consisting of 458 depth points and 64 isobaths, were integrated into a 3D geodatabase and extended into a 4D framework to capture temporal evolution. Sediments exhibited overall reductions in contaminants, particularly cadmium and hydrocarbons, while arsenic and chromium showed localized variations. Water column concentrations mirrored sediment trends, indicating significant bioattenuation. Integrating historical and recent data strengthens CSMs, provides quantitative mass estimates, and offers a comprehensive framework for understanding contaminant dynamics, natural attenuation processes, and sustainable site management.
2026
sediment contamination; heavy metals pollution; petroleum hydrocarbons; Conceptual Site Model (CSM); monitored natural attenuation (MNA); 3D geospatial modeling; historical data reuse; lake sediment quality assessment; surface water monitoring; temporal contaminant dynamics
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Integration of historical and recent data for 3D Conceptual Site Modeling and quantitative assessment of contaminant evolution in the Mantua Lakes, Italy / Valle, A., Petrangeli Papini, M., Michielin, G., Savazzi, S., Ciampi, P.. - In: SUSTAINABILITY. - ISSN 2071-1050. - 18:14(2026). [10.3390/su18146942]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1771250
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