Dennis Piontek

The New Volcanic Ash Satellite Retrieval VACOS Using MSG/SEVIRI and Artificial Neural Networks: 2. Validation

Dennis Piontek, Luca Bugliaro, Jayanta Kar et al. · Remote Sensing · 2021 · 44 citations · Full text

Volcanic Gas Chemistry, Environmental Monitoring, Machine Learning +23

Determination of complex refractive indices and optical properties of volcanic ashes in the thermal infrared based on generic petrological compositions

Dennis Piontek, Adrian Hornby, Christiane Voigt et al. · Journal of Volcanology and Geothermal Research · 2021 · 34 citations · Full text

Volcanic Gas Chemistry, Volcanology, Engineering +24

An ensemble of state-of-the-art ash dispersion models: towards probabilistic forecasts to increase the resilience of air traffic against volcanic eruptions

Matthieu Plu, Barbara Scherllin‐Pirscher, Dèlia Arnold Arias et al. · Natural hazards and earth system sciences · 2021 · 27 citations · Full text

Forecasting Methodology, Volcanology, Engineering +19

Modelling the volcanic ash plume from Eyjafjallajökull eruption (May 2010) over Europe: evaluation of the benefit of source term improvements and of the assimilation of aerosol measurements

Matthieu Plu, Guillaume Bigeard, Bojan Sič et al. · Natural hazards and earth system sciences · 2021 · 21 citations · Full text

Volcanology, Engineering, Aerosol Measurements +16

VADUGS: a neural network for the remote sensing of volcanic ash with MSG/SEVIRI trained with synthetic thermal satellite observations simulated with a radiative transfer model

Luca Bugliaro, Dennis Piontek, Stephan Kox et al. · Natural hazards and earth system sciences · 2022 · 18 citations · Full text

Earth Observation, Volcanic Gas Chemistry, Environmental Monitoring +18