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Machine learning classifiers for attributing tephra to source volcanoes: An evaluation of methods for Alaska tephras Machine learning classifiers for attributing tephra to source volcanoes: An evaluation of methods for Alaska tephras

Glass composition-based correlations of volcanic ash (tephra) traditionally rely on extensive manual plotting. Many previous statistical methods for testing correlations are limited by using geochemical means, masking diagnostic variability. We suggest that machine learning classifiers can expedite correlation, quickly narrowing the list of likely candidates using well-trained models...
Authors
Matthew Bolton, Britta Jensen, Kristi L. Wallace, Nore Praet, David Fortin, Darrell Kaufman, Marc De Batist

The emissions of CO2 and other volatiles from the world’s subaerial volcanoes The emissions of CO2 and other volatiles from the world’s subaerial volcanoes

Volcanoes are the main pathway to the surface for volatiles that are stored within the Earth. Carbon dioxide (CO2) is of particular interest because of its potential for climate forcing. Understanding the balance of CO2 that is transferred from the Earth’s surface to the Earth’s interior, hinges on accurate quantification of the long-term emissions of volcanic CO2 to the atmosphere. Here...
Authors
Tobias P. Fischer, Santiago Arellano, Simon Carn, Alessandro Aiuppa, Bo Galle, Patrick Allard, Taryn Lopez, Hiroshi Shinohara, Peter J. Kelly, Cynthia Werner, Carlo Cardelini, Giovanni Chiodini

The tangled tale of Kīlauea’s 2018 eruption as told by geochemical monitoring The tangled tale of Kīlauea’s 2018 eruption as told by geochemical monitoring

Changes in magma chemistry that affect eruptive behavior occur during many volcanic eruptions, but typical analytical techniques are too slow to contribute to hazard monitoring. We used rapid energy-dispersive X-ray fluorescence analysis to measure diagnostic elements in lava samples within a few hours of collection during the 2018 Kīlauea eruption. The geochemical data provided...
Authors
Cheryl Gansecki, R. Lopaka Lee, Tom Shea, Steven P. Lundblad, Ken Hon, Carolyn E. Parcheta

Cyclic lava effusion during the 2018 eruption of Kīlauea Volcano Cyclic lava effusion during the 2018 eruption of Kīlauea Volcano

Lava flows present a recurring threat to communities on active volcanoes, and volumetric eruption rate is one of the primary factors controlling flow behavior and hazard. The timescales and driving forces of eruption rate variability, however, remain poorly understood. In 2018, a highly destructive eruption occurred on the lower flank of Kīlauea Volcano, Hawaiʻi, where the primary vent...
Authors
Matthew R. Patrick, Hannah R. Dietterich, John J. Lyons, Angela K. Diefenbach, Carolyn Parcheta, Kyle R. Anderson, Atsuko Namiki, Ikuro Sumita, Brian Shiro, James P. Kauahikaua

Magma reservoir failure and the onset of caldera collapse at Kīlauea volcano in 2018 Magma reservoir failure and the onset of caldera collapse at Kīlauea volcano in 2018

Caldera-forming eruptions are among Earths most hazardous natural phenomena, yet the architecture of subcaldera magma reservoirs and the conditions that trigger collapse are poorly understood. Observations from the formation of a 0.8cubic kilometer basaltic caldera at Klauea Volcano in 2018 included the draining of an active lava lake, which provided a window into pressure decrease in...
Authors
Kyle R. Anderson, Ingrid A. Johanson, Matthew R. Patrick, Mengyang Gu, Paul Segall, Michael P. Poland, Emily Montgomery-Brown, Asta Miklius

Impacts of the 2015 eruption of Calbuco volcano on Chilean infrastructure, utilities, agriculture, and health Impacts of the 2015 eruption of Calbuco volcano on Chilean infrastructure, utilities, agriculture, and health

This report presents data and summarises the findings of a reconnaissance trip investigating the impacts of the April 2015 eruption of Calbuco volcano, Chile, undertaken in November-December 2016. This study is mostly focused on the Los Lagos region, focusing on impacts occurring within ~30 km of the volcano, which includes the tourism town of Puerto Varas and port city of Puerto Montt...
Authors
J. Hayes, N. I. Deligne, L Bertin, Rodrigo Calderon, J. Wardman, T. J. Wilson, G. Leonard, Stewart. C., Kristi L. Wallace, P. Baxter

Petrology of the 2016–2017 eruption of Bogoslof Island Petrology of the 2016–2017 eruption of Bogoslof Island

The 2016–2017 eruption of Bogoslof primarily produced crystal-rich amphibole basalts. The dominant juvenile tephra were highly microlitic with diktytaxitic vesicles, and amphiboles had large reaction rims. Both observations support a magma history of slow ascent and/or shallow stalling prior to eruption. Plagioclase-amphibole-clinopyroxene mineralogy are also suggestive of shallow magma
Authors
Matthew W. Loewen, Pavel Izbekof, Jamshid Moshrefzadeh, Michelle L. Coombs, Jessica Larsen, Nathan Graham, Michelle Harbin, Christopher F. Waythomas, Kristi L. Wallace

Investigating the accuracy of one‐dimensional volcanic plume models using laboratory experiments and field data Investigating the accuracy of one‐dimensional volcanic plume models using laboratory experiments and field data

During volcanic eruptions, model predictions of plume height are limited by the accuracy of entrainment coefficients used in many plume models. Typically, two parameters are used, α and β, which relate the entrained air speed to the jet speed in the axial and cross‐flow directions, respectively. To improve estimates of these parameters, wind tunnel experiments have been conducted for a...
Authors
James S. McNeal, Larry G. Mastin, Raul B. Cal, Stephen A. Solovitz

Field trip guide to Mount St. Helens, Washington—Recent and ancient volcaniclastic processes and deposits Field trip guide to Mount St. Helens, Washington—Recent and ancient volcaniclastic processes and deposits

This field guide explores volcanic effusions, sediments, and landforms at Mount St. Helens in Washington. A detailed synopsis outlines the eruptive history of Mount St. Helens from about 300,000 years ago through 1980 and beyond. The five days in the field include about 28 stops and 12 potential stops. Exposures in valleys surrounding Mount St. Helens reveal records of diverse...
Authors
Richard B. Waitt, Jon J. Major, Richard P. Hoblitt, Alexa R. Van Eaton, Michael A. Clynne

Yellowstone Volcano Observatory 2017 annual report Yellowstone Volcano Observatory 2017 annual report

The Yellowstone Volcano Observatory (YVO) monitors volcanic and hydrothermal activity associated with the Yellowstone magmatic system, conducts research into magmatic processes occurring beneath Yellowstone Caldera, and issues timely warnings and guidance related to potential future geologic hazards. This report summarizes the activities and findings of YVO during the year 2017, focusing...
Authors

The lava flow that came to Hilo—The 1880–81 eruption of Mauna Loa volcano, Island of Hawai‘i The lava flow that came to Hilo—The 1880–81 eruption of Mauna Loa volcano, Island of Hawai‘i

The Mauna Loa eruption sequence of 1880–81 consists of two eruptions. The May 1880 eruption in Mokuʻāweoweo at the summit of Mauna Loa lasted just a few days and was followed 6 months later by three lava flows that issued from vents along the Northeast Rift Zone. The November 1880 eruption lasted almost a year and one of its flows nearly reached Hilo Bay. Public reaction in Hilo to the...
Authors
James P. Kauahikaua, Ben Gaddis, Ku`ulei Kanahele, Ken Hon, Valerie Wasser
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