Articles | Volume 18, issue 19 
            
                
                    
            
            
            https://doi.org/10.5194/amt-18-5281-2025
                    © Author(s) 2025. This work is distributed under 
the Creative Commons Attribution 4.0 License.
                the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/amt-18-5281-2025
                    © Author(s) 2025. This work is distributed under 
the Creative Commons Attribution 4.0 License.
                the Creative Commons Attribution 4.0 License.
A novel simplified ground-based thermal infrared (TIR) system for volcanic plume geometry, SO2 columnar abundance, and flux retrievals
Lorenzo Guerrieri
CORRESPONDING AUTHOR
                                            
                                    
                                            Istituto Nazionale di Geofisica e Vulcanologia, Osservatorio Nazionale Terremoti, Via di Vigna Murata, 605, 00143 Roma, Italy
                                        
                                    Stefano Corradini
                                            Istituto Nazionale di Geofisica e Vulcanologia, Osservatorio Nazionale Terremoti, Via di Vigna Murata, 605, 00143 Roma, Italy
                                        
                                    Luca Merucci
                                            Istituto Nazionale di Geofisica e Vulcanologia, Osservatorio Nazionale Terremoti, Via di Vigna Murata, 605, 00143 Roma, Italy
                                        
                                    Dario Stelitano
                                            Istituto Nazionale di Geofisica e Vulcanologia, Osservatorio Nazionale Terremoti, Via di Vigna Murata, 605, 00143 Roma, Italy
                                        
                                    Fred Prata
                                            AIRES Pty Ltd., Melbourne, VIC 3930, Australia
                                        
                                    Linda Lambertucci
                                            Istituto Nazionale di Geofisica e Vulcanologia, Osservatorio Nazionale Terremoti, Via di Vigna Murata, 605, 00143 Roma, Italy
                                        
                                    Camilo Naranjo
                                            Istituto Nazionale di Geofisica e Vulcanologia, Osservatorio Nazionale Terremoti, Via di Vigna Murata, 605, 00143 Roma, Italy
                                        
                                    Riccardo Biondi
                                            CIMA Research Foundation, Via A. Magilotto, 2, 17100 Savona, Italy
                                        
                                    Related authors
Alessandro Bigi, Giorgio Veratti, Elisabeth Andrews, Martine Collaud Coen, Lorenzo Guerrieri, Vera Bernardoni, Dario Massabò, Luca Ferrero, Sergio Teggi, and Grazia Ghermandi
                                    Atmos. Chem. Phys., 23, 14841–14869, https://doi.org/10.5194/acp-23-14841-2023, https://doi.org/10.5194/acp-23-14841-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Atmospheric particles include compounds that play a key role in the greenhouse effect and air toxicity. Concurrent observations of these compounds by multiple instruments are presented, following deployment within an urban environment in the Po Valley, one of Europe's pollution hotspots. The study compares these data, highlighting the impact of ground emissions, mainly vehicular traffic and biomass burning, on the absorption of sun radiation and, ultimately, on climate change and air quality.
                                            
                                            
                                        Herizo Narivelo, Paul David Hamer, Virginie Marécal, Luke Surl, Tjarda Roberts, Sophie Pelletier, Béatrice Josse, Jonathan Guth, Mickaël Bacles, Simon Warnach, Thomas Wagner, Stefano Corradini, Giuseppe Salerno, and Lorenzo Guerrieri
                                    Atmos. Chem. Phys., 23, 10533–10561, https://doi.org/10.5194/acp-23-10533-2023, https://doi.org/10.5194/acp-23-10533-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Volcanic emissions emit large quantities of gases and primary aerosols that can play an important role in atmospheric chemistry. We present a study of the fate of volcanic bromine emissions from the eruption of Mount Etna around Christmas 2018. Using a numerical model and satellite observations, we analyse the impact of the volcanic plume and how it modifies the composition of the air over the whole Mediterranean basin, in particular on tropospheric ozone through the bromine-explosion cycle.
                                            
                                            
                                        Ilaria Petracca, Davide De Santis, Matteo Picchiani, Stefano Corradini, Lorenzo Guerrieri, Fred Prata, Luca Merucci, Dario Stelitano, Fabio Del Frate, Giorgia Salvucci, and Giovanni Schiavon
                                    Atmos. Meas. Tech., 15, 7195–7210, https://doi.org/10.5194/amt-15-7195-2022, https://doi.org/10.5194/amt-15-7195-2022, 2022
                                    Short summary
                                    Short summary
                                            
                                                The authors propose a near-real-time procedure for the detection of volcanic clouds by means of Sentinel-3 satellite data and neural networks. The algorithm results in an automatic image classification where ashy pixels are distinguished from other surfaces with remarkable accuracy. The model is considerably faster if compared to other approaches which are time consuming, case specific, and not automatic. The algorithm can be significantly helpful for emergency management during eruption events.
                                            
                                            
                                        Alessandro Bigi, Giorgio Veratti, Elisabeth Andrews, Martine Collaud Coen, Lorenzo Guerrieri, Vera Bernardoni, Dario Massabò, Luca Ferrero, Sergio Teggi, and Grazia Ghermandi
                                    Atmos. Chem. Phys., 23, 14841–14869, https://doi.org/10.5194/acp-23-14841-2023, https://doi.org/10.5194/acp-23-14841-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Atmospheric particles include compounds that play a key role in the greenhouse effect and air toxicity. Concurrent observations of these compounds by multiple instruments are presented, following deployment within an urban environment in the Po Valley, one of Europe's pollution hotspots. The study compares these data, highlighting the impact of ground emissions, mainly vehicular traffic and biomass burning, on the absorption of sun radiation and, ultimately, on climate change and air quality.
                                            
                                            
                                        Herizo Narivelo, Paul David Hamer, Virginie Marécal, Luke Surl, Tjarda Roberts, Sophie Pelletier, Béatrice Josse, Jonathan Guth, Mickaël Bacles, Simon Warnach, Thomas Wagner, Stefano Corradini, Giuseppe Salerno, and Lorenzo Guerrieri
                                    Atmos. Chem. Phys., 23, 10533–10561, https://doi.org/10.5194/acp-23-10533-2023, https://doi.org/10.5194/acp-23-10533-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Volcanic emissions emit large quantities of gases and primary aerosols that can play an important role in atmospheric chemistry. We present a study of the fate of volcanic bromine emissions from the eruption of Mount Etna around Christmas 2018. Using a numerical model and satellite observations, we analyse the impact of the volcanic plume and how it modifies the composition of the air over the whole Mediterranean basin, in particular on tropospheric ozone through the bromine-explosion cycle.
                                            
                                            
                                        Ilaria Petracca, Davide De Santis, Matteo Picchiani, Stefano Corradini, Lorenzo Guerrieri, Fred Prata, Luca Merucci, Dario Stelitano, Fabio Del Frate, Giorgia Salvucci, and Giovanni Schiavon
                                    Atmos. Meas. Tech., 15, 7195–7210, https://doi.org/10.5194/amt-15-7195-2022, https://doi.org/10.5194/amt-15-7195-2022, 2022
                                    Short summary
                                    Short summary
                                            
                                                The authors propose a near-real-time procedure for the detection of volcanic clouds by means of Sentinel-3 satellite data and neural networks. The algorithm results in an automatic image classification where ashy pixels are distinguished from other surfaces with remarkable accuracy. The model is considerably faster if compared to other approaches which are time consuming, case specific, and not automatic. The algorithm can be significantly helpful for emergency management during eruption events.
                                            
                                            
                                        Cited articles
                        
                        Berk, A., Anderson, G. P., Acharya, P. K., Bernstein, L. S., Muratov, L., Lee, J., Fox, M. J., Adler-Golden, S. M., Chetwynd, J. H., Hoke, M. L., Lockwood, R. B., Cooley, T. W., and Gardner, J. A.: MODTRAN5: a reformulated atmospheric band model with auxiliary species and practical multiple scattering options, in: Multispectral and Hyperspectral Remote Sensing Instruments and Applications II, Honolulu, United States, 8–12 November 2004, Proc. SPIE 5655, 13, https://doi.org/10.1117/12.578758, 2005. 
                    
                
                        
                        Bombrun, M., Jessop, D., Harris, A., and Barra, V.: An algorithm for the detection and characterisation of volcanic plumes using thermal camera imagery, J. Volcanol. Geoth. Res., 352, 26–37, https://doi.org/10.1016/j.jvolgeores.2018.01.006, 2018. 
                    
                
                        
                        Casadevall, T. J.: The 1989–1990 eruption of Redoubt Volcano, Alaska: impacts on aircraft operations, J. Volcanol. Geoth. Res., 62, 301–316, https://doi.org/10.1016/0377-0273(94)90038-8, 1994. 
                    
                
                        
                        Corradini, S., Guerrieri, L., Brenot, H., Clarisse, L., Merucci, L., Pardini, F., Prata, A. J., Realmuto, V. J., Stelitano, D., and Theys, N.: Tropospheric Volcanic SO2 Mass and Flux Retrievals from Satellite. The Etna December 2018 Eruption, Remote Sensing, 13, 2225, https://doi.org/10.3390/rs13112225, 2021. 
                    
                
                        
                        Corradini, S., Merucci, L., and Prata, A. J.: Retrieval of SO2 from thermal infrared satellite measurements: correction procedures for the effects of volcanic ash, Atmos. Meas. Tech., 2, 177–191, https://doi.org/10.5194/amt-2-177-2009, 2009. 
                    
                
                        
                        Craig, H., Wilson, T., Stewart, C., Outes, V., Villarosa, G., and Baxter, P.: Impacts to agriculture and critical infrastructure in Argentina after ashfall from the 2011 eruption of the Cordón Caulle volcanic complex: an assessment of published damage and function thresholds, J. Appl. Volcanol., 5, 7, https://doi.org/10.1186/s13617-016-0046-1, 2016. 
                    
                
                        
                        Grainger, R. G. and Highwood, E. J.: Changes in stratospheric composition, chemistry, radiation and climate caused by volcanic eruptions, Geological Society, London, Special Publications, 213, 329–347, https://doi.org/10.1144/GSL.SP.2003.213.01.20, 2003. 
                    
                
                        
                        Guerrieri, L., Corradini, S., Theys, N., Stelitano, D., and Merucci, L.: Volcanic Clouds Characterization of the 2020–2022 Sequence of Mt. Etna Lava Fountains Using MSG-SEVIRI and Products' Cross-Comparison, Remote Sensing, 15, 2055, https://doi.org/10.3390/rs15082055, 2023. 
                    
                
                        
                        Haywood, J. and Boucher, O.: Estimates of the direct and indirect radiative forcing due to tropospheric aerosols: A review, Rev. Geophys., 38, 513–543, https://doi.org/10.1029/1999RG000078, 2000. 
                    
                
                        
                        Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horányi, A., Muñoz Sabater, J., Nicolas, J., Peubey, C., Radu, R., Rozum, I., Schepers, D., Simmons, A., Soci, C., Dee, D., Thépaut, J-N. (2023): ERA5 hourly data on pressure levels from 1940 to present, Copernicus Climate Change Service (C3S) Climate Data Store (CDS) [data set], https://doi.org/10.24381/cds.bd0915c6, 2023. 
                    
                
                        
                        Horwell, C. J. and Baxter, P. J.: The respiratory health hazards of volcanic ash: a review for volcanic risk mitigation, B. Volcanol., 69, 1–24, https://doi.org/10.1007/s00445-006-0052-y, 2006. 
                    
                
                        
                        Horwell, C. J., Baxter, P. J., Hillman, S. E., Calkins, J. A., Damby, D. E., Delmelle, P., Donaldson, K., Dunster, C., Fubini, B., Kelly, F. J., Le Blond, J. S., Livi, K. J. T., Murphy, F., Nattrass, C., Sweeney, S., Tetley, T. D., Thordarson, T., and Tomatis, M.: Physicochemical and toxicological profiling of ash from the 2010 and 2011 eruptions of Eyjafjallajökull and Grímsvötn volcanoes, Iceland using a rapid respiratory hazard assessment protocol, Environ. Res., 127, 63–73, https://doi.org/10.1016/j.envres.2013.08.011, 2013. 
                    
                
                        
                        Kalnay, E., Kanamitsu, M., Kistler, R., Collins, W., Deaven, D., Gandin, L., Iredell, M., Saha, S., White, G., Woollen, J., Zhu, Y., Leetmaa, A., Reynolds, R., Chelliah, M., Ebisuzaki, W., Higgins, W., Janowiak, J., Mo, K. C., Ropelewski, C., Wang, J., Jenne, R., and Joseph, D.: The NCEP/NCAR 40-Year Reanalysis Project, B. Am. Meteor. Soc., 77, 437–471, https://doi.org/10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2, 1996. 
                    
                
                        
                        Kristiansen, N. I., Prata, A. J., Stohl, A., and Carn, S. A.: Stratospheric volcanic ash emissions from the 13 February 2014 Kelut eruption, Geophys. Res. Lett., 42, 588–596, https://doi.org/10.1002/2014GL062307, 2015. 
                    
                
                        
                        Li, H. and Zhu, M.: Simulation of vignetting effect in thermal imaging system, in: Sixth International Symposium on Multispectral Image Processing and Pattern Recognition, Yichang, China, 30 October–1 November 2009, SPIE, 749427, https://doi.org/10.1117/12.831306, 2009. 
                    
                
                        
                        Mereu, L., Marzano, F. S., Bonadonna, C., Lacanna, G., Ripepe, M., and Scollo, S.: Automatic Early Warning to Derive Eruption Source Parameters of Paroxysmal Activity at Mt. Etna (Italy), Remote Sensing, 15, 3501, https://doi.org/10.3390/rs15143501, 2023. 
                    
                
                        
                        Merucci, L., Burton, M., Corradini, S., and Salerno, G. G.: Reconstruction of SO2 flux emission chronology from space-based measurements, J. Volcanol. Geoth. Res., 206, 80–87, https://doi.org/10.1016/j.jvolgeores.2011.07.002, 2011. 
                    
                
                        
                        Patrick, M. R.: Dynamics of Strombolian ash plumes from thermal video: Motion, morphology, and air entrainment, J. Geophys. Res., 112, B06202, https://doi.org/10.1029/2006JB004387, 2007. 
                    
                
                        
                        Patrick, M. R., Harris, A. J. L., Ripepe, M., Dehn, J., Rothery, D. A., and Calvari, S.: Strombolian explosive styles and source conditions: insights from thermal (FLIR) video, Bull Volcanol, 69, 769–784, https://doi.org/10.1007/s00445-006-0107-0, 2007. 
                    
                
                        
                        Prata, A. J.: Infrared radiative transfer calculations for volcanic ash clouds, Geophys. Res. Lett., 16, 1293–1296, https://doi.org/10.1029/GL016i011p01293, 1989a. 
                    
                
                        
                        Prata, A. J.: Observations of volcanic ash clouds in the 10–12 µm window using AVHRR/2 data, Int. J. Remote Sens., 10, 751–761, https://doi.org/10.1080/01431168908903916, 1989b. 
                    
                
                        
                        Prata, F., Corradini, S., Biondi, R., Guerrieri, L., Merucci, L., Prata, A., and Stelitano, D.: Applications of Ground-Based Infrared Cameras for Remote Sensing of Volcanic Plumes, Geosciences, 14, 82, https://doi.org/10.3390/geosciences14030082, 2024. 
                    
                
                        
                        Pugnaghi, S., Gangale, G., Corradini, S., and Buongiorno, M. F.: Mt. Etna sulfur dioxide flux monitoring using ASTER-TIR data and atmospheric observations, J. Volcanol. Geoth. Res., 152, 74–90, https://doi.org/10.1016/j.jvolgeores.2005.10.004, 2006. 
                    
                
                        
                        Realmuto, V. J., Abrams, M. J., Buongiorno, M. F., and Pieri, D. C.: The use of multispectral thermal infrared image data to estimate the sulfur dioxide flux from volcanoes: A case study from Mount Etna, Sicily, July 29, 1986, J. Geophys. Res., 99, 481–488, https://doi.org/10.1029/93JB02062, 1994. 
                    
                
                        
                        Ripepe, M., Marchetti, E., Poggi, P., Harris, A. J. L., Fiaschi, A., and Ulivieri, G.: Seismic, acoustic, and thermal network monitors the 2003 eruption of Stromboli Volcano, Eos Trans. AGU, 85, 329–332, https://doi.org/10.1029/2004EO350001, 2004. 
                    
                
                        
                        Robock, A.: Volcanic eruptions and climate, Rev. Geophys., 38, 191–219, https://doi.org/10.1029/1998RG000054, 2000. 
                    
                
                        
                        Rowell, C. R., Jellinek, A. M., and Gilchrist, J. T.: Tracking Eruption Column Thermal Evolution and Source Unsteadiness in Ground-Based Thermal Imagery Using Spectral-Clustering, Geochem. Geophy. Geosy., 24, e2022GC010845, https://doi.org/10.1029/2022GC010845, 2023. 
                    
                
                        
                        Sahetapy-Engel, S. T. and Harris, A. J. L.: Thermal-image-derived dynamics of vertical ash plumes at Santiaguito volcano, Guatemala, B. Volcanol., 71, 827–830, https://doi.org/10.1007/s00445-009-0284-8, 2009. 
                    
                
                        
                        Scollo, S., Prestifilippo, M., Spata, G., D'Agostino, M., and Coltelli, M.: Monitoring and forecasting Etna volcanic plumes, Nat. Hazards Earth Syst. Sci., 9, 1573–1585, https://doi.org/10.5194/nhess-9-1573-2009, 2009. 
                    
                
                        
                        Simionato, R., Jarvis, P. A., Rossi, E., and Bonadonna, C.: PlumeTraP: A New MATLAB-Based Algorithm to Detect and Parametrize Volcanic Plumes from Visible-Wavelength Images, Remote Sensing, 14, 1766, https://doi.org/10.3390/rs14071766, 2022. 
                    
                
                        
                        Snee, E., Jarvis, P. A., Simionato, R., Scollo, S., Prestifilippo, M., Degruyter, W., and Bonadonna, C.: Image analysis of volcanic plumes: A simple calibration tool to correct for the effect of wind, Volcanica, 6, 447–458, https://doi.org/10.30909/vol.06.02.447458, 2023. 
                    
                
                        
                        Solomon, S., Daniel, J. S., Neely, R. R., Vernier, J.-P., Dutton, E. G., and Thomason, L. W.: The Persistently Variable “Background” Stratospheric Aerosol Layer and Global Climate Change, Science, 333, 866–870, https://doi.org/10.1126/science.1206027, 2011. 
                    
                
                        
                        Tamburello, G., Aiuppa, A., Kantzas, E. P., McGonigle, A. J. S., and Ripepe, M.: Passive vs. active degassing modes at an open-vent volcano (Stromboli, Italy), Earth Planet. Sc. Lett., 359–360, 106–116, https://doi.org/10.1016/j.epsl.2012.09.050, 2012. 
                    
                
                        
                        Theys, N., Campion, R., Clarisse, L., Brenot, H., van Gent, J., Dils, B., Corradini, S., Merucci, L., Coheur, P.-F., Van Roozendael, M., Hurtmans, D., Clerbaux, C., Tait, S., and Ferrucci, F.: Volcanic SO2 fluxes derived from satellite data: a survey using OMI, GOME-2, IASI and MODIS, Atmos. Chem. Phys., 13, 5945–5968, https://doi.org/10.5194/acp-13-5945-2013, 2013. 
                    
                
                        
                        Thordarson, T. and Self, S.: Atmospheric and environmental effects of the 1783–1784 Laki eruption: A review and reassessment, J. Geophys. Res., 108, AAC 7-1–AAC 7-29, https://doi.org/10.1029/2001JD002042, 2003. 
                    
                
                        
                        Valade, S. A., Harris, A. J. L., and Cerminara, M.: Plume Ascent Tracker: Interactive Matlab software for analysis of ascending plumes in image data, Comput. Geosci., 66, 132–144, https://doi.org/10.1016/j.cageo.2013.12.015, 2014. 
                    
                
                        
                        Vásconez, F., Moussallam, Y., Harris, A. J. L., Latchimy, T., Kelfoun, K., Bontemps, M., Macías, C., Hidalgo, S., Córdova, J., Battaglia, J., Mejía, J., Arrais, S., Vélez, L., and Ramos, C.: VIGIA: A Thermal and Visible Imagery System to Track Volcanic Explosions, Remote Sensing, 14, 3355, https://doi.org/10.3390/rs14143355, 2022. 
                    
                
                        
                        Veefkind, J. P., Aben, I., McMullan, K., Förster, H., De Vries, J., Otter, G., Claas, J., Eskes, H. J., De Haan, J. F., Kleipool, Q., Van Weele, M., Hasekamp, O., Hoogeveen, R., Landgraf, J., Snel, R., Tol, P., Ingmann, P., Voors, R., Kruizinga, B., Vink, R., Visser, H., and Levelt, P. F.: TROPOMI on the ESA Sentinel-5 Precursor: A GMES mission for global observations of the atmospheric composition for climate, air quality and ozone layer applications, Remote Sens. Environ., 120, 70–83, https://doi.org/10.1016/j.rse.2011.09.027, 2012. 
                    
                
                        
                        von Savigny, C., Timmreck, C., Buehler, S. A., Burrows, J. P., Giorgetta, M., Hegerl, G., Horvath, A., Hoshyaripour, G. A., Hoose, C., Quaas, J., Malinina, E., Rozanov, A., Schmidt, H., Thomason, L., Toohey, M., and Vogel, B.: The Research Unit VolImpact: Revisiting the volcanic impact on atmosphere and climate – preparations for the next big volcanic eruption, Meteorol. Z., 29, 3–18, https://doi.org/10.1127/metz/2019/0999, 2020.  
                    
                
                        
                        Watson, I. M., Realmuto, V. J., Rose, W. I., Prata, A. J., Bluth, G. J. S., Gu, Y., Bader, C. E., and Yu, T.: Thermal infrared remote sensing of volcanic emissions using the moderate resolution imaging spectroradiometer, J. Volcanol. Geoth. Res., 135, 75–89, https://doi.org/10.1016/j.jvolgeores.2003.12.017, 2004. 
                    
                
                        
                        Wen, S. and Rose, W. I.: Retrieval of sizes and total masses of particles in volcanic clouds using AVHRR bands 4 and 5, J. Geophys. Res., 99, 5421–5431, https://doi.org/10.1029/93JD03340, 1994. 
                    
                Short summary
            This work presents a new simplified ground-based thermal infrared (TIR) system capable of detecting and retrieving volcanic emissions during both the day and the night. Knowing the location of the instrument and the crater, it is possible to compute the geometry (height and thickness) of a volcanic plume. Furthermore, thanks to a specific filter positioned in front of one of the TIR cameras, it is possible to compute the sulfur dioxide (SO2) content emitted by the volcano at a safe distance from the vent.
            This work presents a new simplified ground-based thermal infrared (TIR) system capable of...