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

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

After the eruption of volcanoes around the world, monitoring of the dispersion of ash in the atmosphere is an important task for satellite remote sensing since ash represents a threat to air traffic. In this work we present a novel method, tailored for Eyjafjallajökull ash but applicable to other er...

書誌詳細
主要な著者:	Bugliaro, L, Piontek, D, Kox, S, Grainger, RG
フォーマット:	Journal article
言語:	English
出版事項:	Copernicus Publications 2022

類似資料

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
著者:: L. Bugliaro, 等
出版事項: (2022-03-01)

The New Volcanic Ash Satellite Retrieval VACOS Using MSG/SEVIRI and Artificial Neural Networks: 1. Development
著者:: Dennis Piontek, 等
出版事項: (2021-08-01)

The New Volcanic Ash Satellite Retrieval VACOS Using MSG/SEVIRI and Artificial Neural Networks: 2. Validation
著者:: Dennis Piontek, 等
出版事項: (2021-08-01)

Characterisation of the artificial neural network CiPS for cirrus cloud remote sensing with MSG/SEVIRI
著者:: J. Strandgren, 等
出版事項: (2017-11-01)

Cirrus cloud retrieval with MSG/SEVIRI using artificial neural networks
著者:: J. Strandgren, 等
出版事項: (2017-09-01)

Diurnal evolution of cloud base heights in convective cloud fields from MSG/SEVIRI data
著者:: R. Meerkötter, 等
出版事項: (2009-03-01)

Combining MWL and MSG SEVIRI Satellite Signals for Rainfall Detection and Estimation
著者:: Kingsley K. Kumah, 等
出版事項: (2020-08-01)

Remote sensing of aerosols over the oceans using MSG/SEVIRI imagery
著者:: F. Thieuleux, 等
出版事項: (2005-12-01)

A Year of Volcanic Hot-Spot Detection over Mediterranean Europe Using SEVIRI/MSG
著者:: Catarina Alonso, 等
出版事項: (2023-11-01)

Quantifying the response of the ORAC aerosol optical depth retrieval for MSG SEVIRI to aerosol model assumptions
著者:: Bulgin, C, 等
出版事項: (2011)

The MSG-SEVIRI-based cloud property data record CLAAS-2
著者:: N. Benas, 等
出版事項: (2017-07-01)

Dust Detection and Optical Depth Retrieval Using MSG‑SEVIRI Data
著者:: Francesco Di Paola, 等
出版事項: (2013-03-01)

Validation of the operational MSG-SEVIRI snow cover product over Austria
著者:: S. Surer, 等
出版事項: (2014-02-01)

Volcanic Clouds Characterization of the 2020–2022 Sequence of Mt. Etna Lava Fountains Using MSG-SEVIRI and Products’ Cross-Comparison
著者:: Lorenzo Guerrieri, 等
出版事項: (2023-04-01)

Improving evapotranspiration in a land surface model using biophysical variables derived from MSG/SEVIRI satellite
著者:: N. Ghilain, 等
出版事項: (2012-08-01)

Evaluating the diurnal cycle of South Atlantic stratocumulus clouds as observed by MSG SEVIRI
著者:: C. Seethala, 等
出版事項: (2018-09-01)

Estimation of daily evapotranspiration over Africa using MODIS/Terra and SEVIRI/MSG data
著者:: Sun, Z, 等
出版事項: (2012)

Convective Initiation Proxies for Nowcasting Precipitation Severity Using the MSG-SEVIRI Rapid Scan
著者:: Donatello Gallucci, 等
出版事項: (2020-08-01)

Near real-time estimation of Sea and Land surface temperature for MSG SEVIRI sensors
著者:: José A. Sobrino, 等
出版事項: (2020-07-01)

Sea surface temperature retrieval from MSG/SEVIRI data in the Baltic Sea area
著者:: Monika Woźniak, 等
出版事項: (2010-09-01)

INVESTIGATIONS ON THE GLOBAL IMAGE DATASETS FOR THE ABSOLUTE GEOMETRIC QUALITY ASSESSMENT OF MSG SEVIRI IMAGERY
著者:: S. Kocaman, 等
出版事項: (2020-08-01)

Remote sensing of volcanic ash plumes from thermal infrared: a case study analysis from SEVIRI, MODIS and IASI instruments
著者:: P. Dubuisson, 等
出版事項: (2014-02-01)

Comparison of hourly surface downwelling solar radiation estimated from MSG–SEVIRI and forecast by the RAMS model with pyranometers over Italy
著者:: S. Federico, 等
出版事項: (2017-06-01)

Validation of cloud property retrievals with simulated satellite radiances: a case study for SEVIRI
著者:: L. Bugliaro, 等
出版事項: (2011-06-01)

The influence of dust optical properties on the colour of simulated MSG-SEVIRI Desert Dust infrared imagery
著者:: J. R. Banks, 等
出版事項: (2018-07-01)

Evapotranspiration modelling at large scale using near-real time MSG SEVIRI derived data
著者:: N. Ghilain, 等
出版事項: (2011-03-01)

Nowcasting Surface Solar Irradiance with AMESIS via Motion Vector Fields of MSG-SEVIRI Data
著者:: Donatello Gallucci, 等
出版事項: (2018-05-01)

RST analysis of MSG-SEVIRI TIR radiances at the time of the Abruzzo 6 April 2009 earthquake
著者:: N. Genzano, 等
出版事項: (2009-12-01)

Areal Extent of Dust Emission Events and Source Geomorphology in Northern Africa from MSG-SEVIRI Data
著者:: Ofer Lavi Bekin, 等
出版事項: (2020-08-01)

Climate Data Records of Vegetation Variables from Geostationary SEVIRI/MSG Data: Products, Algorithms and Applications
著者:: Francisco Javier García-Haro, 等
出版事項: (2019-09-01)

The sensitivity of the colour of dust in MSG-SEVIRI Desert Dust infrared composite imagery to surface and atmospheric conditions
著者:: J. R. Banks, 等
出版事項: (2019-05-01)

Characterizing volcanic ash density and its implications on settling dynamics
著者:: Lau, WS, 等
出版事項: (2024)

Comparison of two methods for aerosol optical depth retrieval over North Africa from MSG/SEVIRI data
著者:: Guang, Jie, 等
出版事項: (2014)

Improved rain event detection in commercial microwave link time series via combination with MSG SEVIRI data
著者:: M. Graf, 等
出版事項: (2024-04-01)

NOAA-AVHRR Orbital Drift Correction: Validating Methods Using MSG-SEVIRI Data as a Benchmark Dataset
著者:: Yves Julien, 等
出版事項: (2021-03-01)

Surface solar irradiation retrieval from MSG/SEVIRI based on APOLLO Next Generation and HELIOSAT‑4 methods
著者:: M. Schroedter-Homscheidt, 等
出版事項: (2022-12-01)

Volcanic Ash Density
著者:: Lau, W S, 等
出版事項: (2023)

Potencial del producto SEVIRI/MSG GPP en la detección de zonas afectadas por estrés hídrico
著者:: B. Martínez, 等
出版事項: (2020-06-01)

Optimal Estimation MSG-SEVIRI Clear-Sky Total Column Water Vapour Retrieval Using the Split Window Difference
著者:: Jan El Kassar, 等
出版事項: (2021-09-01)

Monitoring Heat Extremes across Central Europe Using Land Surface Temperature Data Records from SEVIRI/MSG
著者:: Célia M. Gouveia, 等
出版事項: (2022-07-01)