Dr. Marco Bagnardi

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Dr. Marco Bagnardi

  • SCIENTIFIC SOFTWARE DEVELOPER
  • 301.286.3971
  • NASA/GSFC
  • Mail Code: 615
  • Greenbelt , MD 20771
  • Employer: ADNET SYSTEMS INC
  • Brief Bio

    Marco Bagnardi joined the Cryospheric Sciences Laboratory in June 2019 as a scientific software developer for the Sea Ice Group. Before joining the CSL, Marco worked on numerous research projects where he utilized a variety of geodetic data (GNSS, InSAR, microgravity, etc.) to study magmatic processes at volcanoes worldwide. While transitioning from solid earth problems to sea ice, Marco is working on the developement of software and visualization tools to best exploit data from the NASA ICESat-2 mission.

    Positions/Employment

    6/2019 - Present

    Senior Scientific Software Developer

    ADNET Systems, Inc., NASA Goddard Space Flight Center, Greenbelt, MD
    5/2018 - 6/2019

    NASA Postdoctoral Fellow

    Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA
    6/2014 - 3/2018

    Research Fellow

    Centre for the Observation and Modelling of Earthquakes, Volcanoes and Tectonics, University of Leeds, Leeds, United Kingdom
    7/2012 - 10/2013

    Visiting Scientist

    U.S. Geological Survey, Hawaiian Volcano Observatory, Hawaii Volcanoes National Park, HI
    5/2009 - 5/2014

    Research Assistant

    Rosenstiel School of Marine and Atmospheric Science, University of Miami, Miami, FL

    Education

    PhD. in Marine Geology and Geophysics, RSMAS, University of Miami (2014)

    MSc. in Geodynamics, Geophysics and Volcanology, Sapienza University of Rome, Italy (2008)

    BSc. in Geological Sciences and Geotechnologies, University of Milano-Bicocca, Italy (2006)

    Awards

    NASA Postdoctoral Fellowship (NPP) at NASA Jet Propulsion Laboratory (2017).

    NASA Earth Science System Fellowship (NESSF, 2011-2014).

    Jack Kleinman Grant for Volcano Research awarded by the USGS Cascades Volcano Observatory and Community Foundation for Southwest Washington (2008).

    Publications

    Refereed

    Poland, M. P., E. Zeeuw‐van Dalfsen, M. Bagnardi, and I. A. Johanson. 2019. "Post‐Collapse Gravity Increase at the Summit of Kīlauea Volcano, Hawaiʻi." Geophysical Research Letters, 2019GL084901 [10.1029/2019gl084901]

    Gaddes, M. E., A. Hooper, and M. Bagnardi. 2019. "Using Machine Learning to Automatically Detect Volcanic Unrest in a Time Series of Interferograms." Journal of Geophysical Research: Solid Earth, 124 (11): 12304-12322 [10.1029/2019jb017519]

    Lundgren, P., M. Bagnardi, and H. Dietterich. 2019. "Topographic Changes During the 2018 Kīlauea Eruption From Single‐Pass Airborne InSAR." Geophysical Research Letters, 2019GL083501 [10.1029/2019gl083501]

    Bernard, B., M. J. Stock, D. Coppola, et al. S. Hidalgo, M. Bagnardi, S. Gibson, S. Hernandez, P. Ramón, and M. Gleeson. 2019. "Chronology and phenomenology of the 1982 and 2015 Wolf volcano eruptions, Galápagos Archipelago." Journal of Volcanology and Geothermal Research, 374: 26-38 [10.1016/j.jvolgeores.2019.02.013]

    Galetto, F., M. Bagnardi, V. Acocella, and A. Hooper. 2019. "Noneruptive Unrest at the Caldera of Alcedo Volcano (Galápagos Islands) Revealed by InSAR Data and Geodetic Modeling." Journal of Geophysical Research: Solid Earth, 124 (4): 3365-3381 [10.1029/2018jb017103]

    Reath, K., M. Pritchard, M. Poland, et al. F. Delgado, S. Carn, D. Coppola, B. Andrews, S. K. Ebmeier, E. Rumpf, S. Henderson, S. Baker, P. Lundgren, R. Wright, J. Biggs, T. Lopez, C. Wauthier, S. Moruzzi, A. Alcott, R. Wessels, J. Griswold, S. Ogburn, S. Loughlin, F. Meyer, G. Vaughan, and M. Bagnardi. 2019. "Thermal, Deformation, and Degassing Remote Sensing Time Series (CE 2000–2017) at the 47 most Active Volcanoes in Latin America: Implications for Volcanic Systems." Journal of Geophysical Research: Solid Earth, 124 (1): 195-218 [10.1029/2018jb016199]

    Dumont, S., F. Sigmundsson, M. M. Parks, et al. V. J. Drouin, G. B. Pedersen, I. Jónsdóttir, Á. Höskuldsson, A. Hooper, K. Spaans, M. Bagnardi, M. T. Gudmundsson, S. Barsotti, K. Jónsdóttir, T. Högnadóttir, E. Magnússon, Á. R. Hjartardóttir, T. Dürig, C. Rossi, and B. Oddsson. 2018. "Integration of SAR Data Into Monitoring of the 2014–2015 Holuhraun Eruption, Iceland: Contribution of the Icelandic Volcanoes Supersite and the FutureVolc Projects." Frontiers in Earth Science, 6: [10.3389/feart.2018.00231]

    Stock, M. J., M. Bagnardi, D. A. Neave, et al. J. Maclennan, B. Bernard, I. Buisman, M. L. Gleeson, and D. Geist. 2018. "Integrated Petrological and Geophysical Constraints on Magma System Architecture in the Western Galápagos Archipelago: Insights From Wolf Volcano." Geochemistry, Geophysics, Geosystems, 19 (12): 4722-4743 [10.1029/2018gc007936]

    Gaddes, M. E., A. Hooper, M. Bagnardi, H. Inman, and F. Albino. 2018. "Blind Signal Separation Methods for InSAR: The Potential to Automatically Detect and Monitor Signals of Volcanic Deformation." Journal of Geophysical Research: Solid Earth, 123 (11): 10,226-10,251 [10.1029/2018jb016210]

    Bagnardi, M., and A. Hooper. 2018. "Inversion of Surface Deformation Data for Rapid Estimates of Source Parameters and Uncertainties: A Bayesian Approach." Geochemistry, Geophysics, Geosystems, 19 (7): 2194-2211 [10.1029/2018gc007585]

    Parks, M. M., E. R. Heimisson, F. Sigmundsson, et al. A. Hooper, K. S. Vogfjörd, T. Árnadóttir, B. Ófeigsson, S. Hreinsdóttir, Á. R. Hjartardóttir, P. Einarsson, M. T. Gudmundsson, T. Högnadóttir, K. Jónsdóttir, M. Hensch, M. Bagnardi, S. Dumont, V. Drouin, K. Spaans, and R. Ólafsdóttir. 2017. "Evolution of deformation and stress changes during the caldera collapse and dyking at Bárdarbunga, 2014–2015: Implication for triggering of seismicity at nearby Tungnafellsjökull volcano." Earth and Planetary Science Letters, 462: 212-223 [10.1016/j.epsl.2017.01.020]

    Gudmundsson, M. T., K. Jónsdóttir, A. Hooper, et al. E. P. Holohan, S. A. Halldórsson, B. G. Ófeigsson, S. Cesca, K. S. Vogfjörd, F. Sigmundsson, T. Högnadóttir, P. Einarsson, O. Sigmarsson, A. H. Jarosch, K. Jónasson, E. Magnússon, S. Hreinsdóttir, M. Bagnardi, M. M. Parks, V. Hjörleifsdóttir, F. Pálsson, T. R. Walter, M. P. Schöpfer, S. Heimann, H. I. Reynolds, S. Dumont, E. Bali, G. H. Gudfinnsson, T. Dahm, M. J. Roberts, M. Hensch, J. M. Belart, K. Spaans, S. Jakobsson, G. B. Gudmundsson, H. M. Fridriksdóttir, V. Drouin, T. Dürig, G. Aðalgeirsdóttir, M. S. Riishuus, G. B. Pedersen, T. van Boeckel, B. Oddsson, M. A. Pfeffer, S. Barsotti, B. Bergsson, A. Donovan, M. R. Burton, and A. Aiuppa. 2016. "Gradual caldera collapse at Bárdarbunga volcano, Iceland, regulated by lateral magma outflow." Science, 353 (6296): aaf8988 [10.1126/science.aaf8988]

    Bagnardi, M., P. J. González, and A. Hooper. 2016. "High-resolution digital elevation model from tri-stereo Pleiades-1 satellite imagery for lava flow volume estimates at Fogo Volcano." Geophysical Research Letters, 43 (12): 6267-6275 [10.1002/2016gl069457]

    Corbi, F., E. Rivalta, V. Pinel, et al. F. Maccaferri, M. Bagnardi, and V. Acocella. 2015. "How caldera collapse shapes the shallow emplacement and transfer of magma in active volcanoes." Earth and Planetary Science Letters, 431: 287-293 [10.1016/j.epsl.2015.09.028]

    González, P. J., M. Bagnardi, A. J. Hooper, et al. Y. Larsen, P. Marinkovic, S. V. Samsonov, and T. J. Wright. 2015. "The 2014-2015 eruption of Fogo volcano: Geodetic modeling of Sentinel-1 TOPS interferometry." Geophysical Research Letters, 42 (21): 9239-9246 [10.1002/2015gl066003]

    Bagnardi, M., M. P. Poland, D. Carbone, et al. S. Baker, M. Battaglia, and F. Amelung. 2014. "Gravity changes and deformation at Kīlauea Volcano, Hawaii, associated with summit eruptive activity, 2009-2012." Journal of Geophysical Research: Solid Earth, 119 (9): 7288-7305 [10.1002/2014jb011506]

    Bagnardi, M., F. Amelung, and M. P. Poland. 2013. "A new model for the growth of basaltic shields based on deformation of Fernandina volcano, Galápagos Islands." Earth and Planetary Science Letters, 377-378: 358-366 [10.1016/j.epsl.2013.07.016]

    Bagnardi, M., and F. Amelung. 2012. "Space-geodetic evidence for multiple magma reservoirs and subvolcanic lateral intrusions at Fernandina Volcano, Galápagos Islands." Journal of Geophysical Research: Solid Earth, 117 (B10): [10.1029/2012jb009465]

    Johnson, D. J., A. A. Eggers, M. Bagnardi, et al. M. Battaglia, M. P. Poland, and A. Miklius. 2010. "Shallow magma accumulation at Kīlauea Volcano, Hawai‘i, revealed by microgravity surveys." Geology, 38 (12): 1139-1142 [10.1130/g31323.1]

    Brief Bio

    Marco Bagnardi joined the Cryospheric Sciences Laboratory in June 2019 as a scientific software developer for the Sea Ice Group. Before joining the CSL, Marco worked on numerous research projects where he utilized a variety of geodetic data (GNSS, InSAR, microgravity, etc.) to study magmatic processes at volcanoes worldwide. While transitioning from solid earth problems to sea ice, Marco is working on the developement of software and visualization tools to best exploit data from the NASA ICESat-2 mission.

    Publications

    Refereed

    Poland, M. P., E. Zeeuw‐van Dalfsen, M. Bagnardi, and I. A. Johanson. 2019. "Post‐Collapse Gravity Increase at the Summit of Kīlauea Volcano, Hawaiʻi." Geophysical Research Letters 2019GL084901 [10.1029/2019gl084901]

    Gaddes, M. E., A. Hooper, and M. Bagnardi. 2019. "Using Machine Learning to Automatically Detect Volcanic Unrest in a Time Series of Interferograms." Journal of Geophysical Research: Solid Earth 124 (11): 12304-12322 [10.1029/2019jb017519]

    Lundgren, P., M. Bagnardi, and H. Dietterich. 2019. "Topographic Changes During the 2018 Kīlauea Eruption From Single‐Pass Airborne InSAR." Geophysical Research Letters 2019GL083501 [10.1029/2019gl083501]

    Bernard, B., M. J. Stock, D. Coppola, et al. S. Hidalgo, M. Bagnardi, S. Gibson, S. Hernandez, P. Ramón, and M. Gleeson. 2019. "Chronology and phenomenology of the 1982 and 2015 Wolf volcano eruptions, Galápagos Archipelago." Journal of Volcanology and Geothermal Research 374 26-38 [10.1016/j.jvolgeores.2019.02.013]

    Galetto, F., M. Bagnardi, V. Acocella, and A. Hooper. 2019. "Noneruptive Unrest at the Caldera of Alcedo Volcano (Galápagos Islands) Revealed by InSAR Data and Geodetic Modeling." Journal of Geophysical Research: Solid Earth 124 (4): 3365-3381 [10.1029/2018jb017103]

    Reath, K., M. Pritchard, M. Poland, et al. F. Delgado, S. Carn, D. Coppola, B. Andrews, S. K. Ebmeier, E. Rumpf, S. Henderson, S. Baker, P. Lundgren, R. Wright, J. Biggs, T. Lopez, C. Wauthier, S. Moruzzi, A. Alcott, R. Wessels, J. Griswold, S. Ogburn, S. Loughlin, F. Meyer, G. Vaughan, and M. Bagnardi. 2019. "Thermal, Deformation, and Degassing Remote Sensing Time Series (CE 2000–2017) at the 47 most Active Volcanoes in Latin America: Implications for Volcanic Systems." Journal of Geophysical Research: Solid Earth 124 (1): 195-218 [10.1029/2018jb016199]

    Dumont, S., F. Sigmundsson, M. M. Parks, et al. V. J. Drouin, G. B. Pedersen, I. Jónsdóttir, Á. Höskuldsson, A. Hooper, K. Spaans, M. Bagnardi, M. T. Gudmundsson, S. Barsotti, K. Jónsdóttir, T. Högnadóttir, E. Magnússon, Á. R. Hjartardóttir, T. Dürig, C. Rossi, and B. Oddsson. 2018. "Integration of SAR Data Into Monitoring of the 2014–2015 Holuhraun Eruption, Iceland: Contribution of the Icelandic Volcanoes Supersite and the FutureVolc Projects." Frontiers in Earth Science 6 [10.3389/feart.2018.00231]

    Stock, M. J., M. Bagnardi, D. A. Neave, et al. J. Maclennan, B. Bernard, I. Buisman, M. L. Gleeson, and D. Geist. 2018. "Integrated Petrological and Geophysical Constraints on Magma System Architecture in the Western Galápagos Archipelago: Insights From Wolf Volcano." Geochemistry, Geophysics, Geosystems 19 (12): 4722-4743 [10.1029/2018gc007936]

    Gaddes, M. E., A. Hooper, M. Bagnardi, H. Inman, and F. Albino. 2018. "Blind Signal Separation Methods for InSAR: The Potential to Automatically Detect and Monitor Signals of Volcanic Deformation." Journal of Geophysical Research: Solid Earth 123 (11): 10,226-10,251 [10.1029/2018jb016210]

    Bagnardi, M., and A. Hooper. 2018. "Inversion of Surface Deformation Data for Rapid Estimates of Source Parameters and Uncertainties: A Bayesian Approach." Geochemistry, Geophysics, Geosystems 19 (7): 2194-2211 [10.1029/2018gc007585]

    Parks, M. M., E. R. Heimisson, F. Sigmundsson, et al. A. Hooper, K. S. Vogfjörd, T. Árnadóttir, B. Ófeigsson, S. Hreinsdóttir, Á. R. Hjartardóttir, P. Einarsson, M. T. Gudmundsson, T. Högnadóttir, K. Jónsdóttir, M. Hensch, M. Bagnardi, S. Dumont, V. Drouin, K. Spaans, and R. Ólafsdóttir. 2017. "Evolution of deformation and stress changes during the caldera collapse and dyking at Bárdarbunga, 2014–2015: Implication for triggering of seismicity at nearby Tungnafellsjökull volcano." Earth and Planetary Science Letters 462 212-223 [10.1016/j.epsl.2017.01.020]

    Gudmundsson, M. T., K. Jónsdóttir, A. Hooper, et al. E. P. Holohan, S. A. Halldórsson, B. G. Ófeigsson, S. Cesca, K. S. Vogfjörd, F. Sigmundsson, T. Högnadóttir, P. Einarsson, O. Sigmarsson, A. H. Jarosch, K. Jónasson, E. Magnússon, S. Hreinsdóttir, M. Bagnardi, M. M. Parks, V. Hjörleifsdóttir, F. Pálsson, T. R. Walter, M. P. Schöpfer, S. Heimann, H. I. Reynolds, S. Dumont, E. Bali, G. H. Gudfinnsson, T. Dahm, M. J. Roberts, M. Hensch, J. M. Belart, K. Spaans, S. Jakobsson, G. B. Gudmundsson, H. M. Fridriksdóttir, V. Drouin, T. Dürig, G. Aðalgeirsdóttir, M. S. Riishuus, G. B. Pedersen, T. van Boeckel, B. Oddsson, M. A. Pfeffer, S. Barsotti, B. Bergsson, A. Donovan, M. R. Burton, and A. Aiuppa. 2016. "Gradual caldera collapse at Bárdarbunga volcano, Iceland, regulated by lateral magma outflow." Science 353 (6296): aaf8988 [10.1126/science.aaf8988]

    Bagnardi, M., P. J. González, and A. Hooper. 2016. "High-resolution digital elevation model from tri-stereo Pleiades-1 satellite imagery for lava flow volume estimates at Fogo Volcano." Geophysical Research Letters 43 (12): 6267-6275 [10.1002/2016gl069457]

    Corbi, F., E. Rivalta, V. Pinel, et al. F. Maccaferri, M. Bagnardi, and V. Acocella. 2015. "How caldera collapse shapes the shallow emplacement and transfer of magma in active volcanoes." Earth and Planetary Science Letters 431 287-293 [10.1016/j.epsl.2015.09.028]

    González, P. J., M. Bagnardi, A. J. Hooper, et al. Y. Larsen, P. Marinkovic, S. V. Samsonov, and T. J. Wright. 2015. "The 2014-2015 eruption of Fogo volcano: Geodetic modeling of Sentinel-1 TOPS interferometry." Geophysical Research Letters 42 (21): 9239-9246 [10.1002/2015gl066003]

    Bagnardi, M., M. P. Poland, D. Carbone, et al. S. Baker, M. Battaglia, and F. Amelung. 2014. "Gravity changes and deformation at Kīlauea Volcano, Hawaii, associated with summit eruptive activity, 2009-2012." Journal of Geophysical Research: Solid Earth 119 (9): 7288-7305 [10.1002/2014jb011506]

    Bagnardi, M., F. Amelung, and M. P. Poland. 2013. "A new model for the growth of basaltic shields based on deformation of Fernandina volcano, Galápagos Islands." Earth and Planetary Science Letters 377-378 358-366 [10.1016/j.epsl.2013.07.016]

    Bagnardi, M., and F. Amelung. 2012. "Space-geodetic evidence for multiple magma reservoirs and subvolcanic lateral intrusions at Fernandina Volcano, Galápagos Islands." Journal of Geophysical Research: Solid Earth 117 (B10): [10.1029/2012jb009465]

    Johnson, D. J., A. A. Eggers, M. Bagnardi, et al. M. Battaglia, M. P. Poland, and A. Miklius. 2010. "Shallow magma accumulation at Kīlauea Volcano, Hawai‘i, revealed by microgravity surveys." Geology 38 (12): 1139-1142 [10.1130/g31323.1]

                                                                                                                                                                                            
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