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2005
2005
2009
2012
Introduction: Redox interfaces in marine waters. Handbook of Environmental Chemistry, 22
2013
Precise estimation of atmospheric pollutant releases is crucial for assessing the impact of environmental accidents. Atmospheric inversion typically relies on a linear model with a source–receptor sensitivity (SRS) matrix, which may contain significant errors or even completely fail to capture the real magnitude of the event. We propose a correction of the SRS matrix formulated as slight shifts in the observation locations, effectively warping the sensitivity field. To constrain these shifts and ensure data-driven corrections, we model them using a Gaussian process prior. This prior not only enforces smoothness and sparsity, but also enables posterior prediction of shifts at previously unseen locations. This key feature provides a mechanism for hyper-parameter tuning: the predicted shift field can be visualized on a map and assessed by an expert. We present a user-friendly framework that combines a Bayesian inversion model with correction and a tuning algorithm based on L-curve-like plots and the maps of predicted shifts. The proposed method is demonstrated on three case studies: the ETEX-I experiment, the 137Cs emissions during the 2020 Chernobyl wildfires, and the 106Ru release in 2017.
2026
2004
Inventory review 2005. Emission data reported to LRTAP Convention and NEC Directive. Initial review for HMs and POPs. EMEP/MSC-W Technical report, 1/2005
2005
Inventory Review 2006; Emission Data reported to the LRTAP Convention and NEC Directive. Stage 1, 2 and 3 review and evaluation of inventories of HMs and POPs. EMEP/MSC-W Technical report, 1/2006
2006
2015
2025