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Volcanic Tremor Analysis Based on Advanced Signal Processing Concepts Including Music Information Retrieval (MIR) Strategies
Volcanic tremor analysis based on advanced signal processing concepts including music information retrieval (MIR) strategies Zahra Zali NatRiskChange spring meeting 2019 Outline § Volcanic seismology- Volcanic tremors § Methodology; music processing tools § PhD Project prospect § Examples 2 Volcanic seismology Volcanic seismology represents the main, and often the only, tool to forecast volcanic eruptions and to monitor the eruption process. A seismogram of volcanic earthquakes in an active period gives the general impression of the different types of the seismic signals associated with volcano-tectonic earthquakes, explosions, rock falls, or tremor. Volcanic tremor is often used in conjunction with earthquake swarms as a geophysical warning that an eruption is not far off since it is often the direct result of magma forcing its way up toward the surface. 3 What is Volcanic Tremor Ø Volcanic tremor, a type of continuous, rhythmic ground shaking different from the discrete sharp jolts characteristic of earthquakes. Ø Such continuous ground vibrations, commonly associated with eruptions, are interpreted to reflect subsurface movement of fluids, either gas or magma. 4 What is Volcanic Tremor Harmonic tremor signal recorded at Semeru, Indonesia. Up to six overtones can be recognized starting with a fundamental mode located at roughly 0.8 Hz. 5 Methodology; why music processing tools? Ø Large number of data Ø Urgent need to develop new strategies to: Identify and extract data Reduction size strategies Classify records according to their origins Ø Also still there are many unsolved questions about mechanism of generation of different signals in the earth Using the similarity of seismic and acoustic waveforms 6 Methodology; from geophysics to music domain Transfer Geophysical Using New data into Data music processing musical (volcanic analysi method in format tremor) s tools seismology (Wav) Develop innovative seismological data processing methods by borrowing from the expertise developed in the field of MIR. -
Supplementary Material
Supplementary material S1 Eruptions considered Askja 1875 Askja, within Iceland’s Northern Volcanic Zone (NVZ), erupted in six phases of varying intensity, lasting 17 hours on 28–29 March 1875. The main eruption included a Subplinian phase (Unit B) followed by hydromagmatic fall and with some proximal pyroclastic flow (Unit C) and a magmatic Plinian phase (Unit D). Units C and D consisted of 4.5 x 108 m3 and 1.37 x 109 m3 of rhyolitic tephra, respectively [1–3]. Eyjafjallajökull 2010 Eyjafjallajökull is situated in the Eastern Volcanic Zone (EVZ) in southern Iceland. The Subplinian 2010 eruption lasted from 14 April to 21 May, resulting in significant disruption to European airspace. Plume heights ranged from 3 to 10 km and dispersing 2.7 x 105 m3 of trachytic tephra [4]. Hverfjall 2000 BP Hverfjall Fires occurred from a 50 km long fissure in the Krafla Volcanic System in Iceland’s NVZ. Magma interaction with an aquifer resulted in an initial basaltic hydromagmatic fall deposit from the Hverfjall vent with a total volume of 8 x 107 m3 [5]. Eldgja 10th century The flood lava eruption in the first half of the 10th century occurred from the Eldgja fissure within the Katla Volcanic System in Iceland’s EVZ. The mainly effusive basaltic eruption is estimated to have lasted between 6 months and 6 years, and included approximately 16 explosive episodes, both magmatic and hydromagmatic. A subaerial eruption produced magmatic Unit 7 (2.4 x 107 m3 of tephra) and a subglacial eruption produced hydromagmatic Unit 8 (2.8 x 107 m3 of tephra). -
The Magmatic Plumbing System of the Askja Central Volcano, Iceland, As
PUBLICATIONS Journal of Geophysical Research: Solid Earth RESEARCH ARTICLE The magmatic plumbing system of the Askja central 10.1002/2016JB013163 volcano, Iceland, as imaged by seismic tomography Key Points: Tim Greenfield1, Robert S. White1, and Steven Roecker2 • Low velocities in the crust delineate the magmatic plumbing system 1Bullard Laboratories, University of Cambridge, Cambridge, UK, 2Rensselaer Polytechnic Institute, Troy, New York, USA beneath Askja volcano in Iceland • Primary magma storage region is at a depth of 5 km bsl but extends into the lower crust where melt movement Abstract The magmatic plumbing system beneath Askja, a volcano in the central Icelandic highlands, is generates microearthquakes imaged using local earthquake tomography. We use a catalog of more than 1300 earthquakes widely • Melt is distributed in discrete regions distributed in location and depth to invert for the P wave velocity (Vp) and the Vp/Vs ratio. Extensive synthetic throughout the crust to depths of over 20 km tests show that the minimum size of any velocity anomaly recovered by the model is ~4 km in the upper crust (depth < 8 km below sea level (bsl)), increasing to ~10 km in the lower crust at a depth of 20 km bsl. The plumbing system of Askja is revealed as a series of high-Vp/Vs ratio bodies situated at discrete depths Supporting Information: • Supporting Information S1 throughout the crust to depths of over 20 km. We interpret these to be regions of the crust which currently • Movie S1 store melt with melt fractions of ~10%. The lower crustal bodies are all seismically active, suggesting that • Movie S2 melt is being actively transported in these regions. -
Hawaiian Volcanoes: from Source to Surface Site Waikolao, Hawaii 20 - 24 August 2012
AGU Chapman Conference on Hawaiian Volcanoes: From Source to Surface Site Waikolao, Hawaii 20 - 24 August 2012 Conveners Michael Poland, USGS – Hawaiian Volcano Observatory, USA Paul Okubo, USGS – Hawaiian Volcano Observatory, USA Ken Hon, University of Hawai'i at Hilo, USA Program Committee Rebecca Carey, University of California, Berkeley, USA Simon Carn, Michigan Technological University, USA Valerie Cayol, Obs. de Physique du Globe de Clermont-Ferrand Helge Gonnermann, Rice University, USA Scott Rowland, SOEST, University of Hawai'i at M noa, USA Financial Support 2 AGU Chapman Conference on Hawaiian Volcanoes: From Source to Surface Site Meeting At A Glance Sunday, 19 August 2012 1600h – 1700h Welcome Reception 1700h – 1800h Introduction and Highlights of Kilauea’s Recent Eruption Activity Monday, 20 August 2012 0830h – 0900h Welcome and Logistics 0900h – 0945h Introduction – Hawaiian Volcano Observatory: Its First 100 Years of Advancing Volcanism 0945h – 1215h Magma Origin and Ascent I 1030h – 1045h Coffee Break 1215h – 1330h Lunch on Your Own 1330h – 1430h Magma Origin and Ascent II 1430h – 1445h Coffee Break 1445h – 1600h Magma Origin and Ascent Breakout Sessions I, II, III, IV, and V 1600h – 1645h Magma Origin and Ascent III 1645h – 1900h Poster Session Tuesday, 21 August 2012 0900h – 1215h Magma Storage and Island Evolution I 1215h – 1330h Lunch on Your Own 1330h – 1445h Magma Storage and Island Evolution II 1445h – 1600h Magma Storage and Island Evolution Breakout Sessions I, II, III, IV, and V 1600h – 1645h Magma Storage -
1783-84 Laki Eruption, Iceland
1783-84 Laki eruption, Iceland Eruption History and Atmospheric Effects Thor Thordarson Faculty of Earth sciences, University of Iceland 12/8/2017 1 Atmospheric Effects of the 1783-84 Laki Eruption in Iceland Outline . Volcano-Climate interactions - background Laki eruption . Eruption history . Sulfur release and aerosol loading . Plume transport and aerosol dispersal . Environmental and climatic effects 12/8/2017. Concluding Remarks 2 Santorini, 1628 BC Tambora, 1815 Etna, 44 BC Lakagígar, 1783 Toba, 71,000 BP Famous Volcanic Eruptions Krakatau, 1883 Pinatubo, 1991 El Chichón, 1982 Agung, 1963 St. Helens, 1980 Major volcanic eruptions of the past 250 years Volcano Year VEI d.v.i/Emax IVI Lakagígar [Laki craters], Iceland 1783 4 2300 0.19 Unknown (El Chichón?) 1809 0.20 Tambora, Sumbawa, Indonesia 1815 7 3000 0.50 Cosiguina, Nicaragua 1835 5 4000 0.11 Askja, Iceland 1875 5 1000 0.01* Krakatau, Indonesia 1883 6 1000 0.12 Okataina [Tarawera], North Island, NZ 1886 5 800 0.04 Santa Maria, Guatemala 1902 6 600 0.05 Ksudach, Kamchatka, Russia 1907 5 500 0.02 Novarupta [Katmai], Alaska, US 1912 6 500 0.15 Agung, Bali, Indonesia 1963 4 800 0.06 Mt. St. Helens, Washington, US 1980 5 500 0.00 El Chichón, Chiapas, Mexico 1982 5 800 0.06 Mt. Pinatubo, Luzon, Philippines 1991 6 1000 — Volcano – Climate Interactions Key to Volcanic Forcing is: SO2 mass loading, eruption duration plume height replenishment aerosol production, residence time 12/8/2017 5 Volcanic Forcing: sulfur dioxide sulfate aerosols SO2 75%H2SO4+ 25%H2O clear sky 1991 Pinatubo aerosols -
Observations of Volcanic Tremor During the January-February 2005 Eruption of Mt
1 2 Observations of volcanic tremor during the January-February 2005 eruption of Mt. 3 Veniaminof, Alaska. 4 5 Silvio De Angelis and Stephen R. McNutt 6 Alaska Volcano Observatory – Geophysical Institute, University of Alaska Fairbanks, 903 Koyukuk Drive PO 7 BOX 757320, Fairbanks, Alaska, 99775-7320, USA. 8 9 10 11 Prepared for submittal to Bullettin of Volcanology 12 13 Contact author: Silvio De Angelis 14 e-mail:[email protected]; 15 phone +1-907-474-7234 16 17 18 19 20 21 22 23 24 1 25 Abstract 26 Mt. Veniaminof, Alaska Peninsula, is a strato-volcano with a summit ice-filled caldera 27 containing a small intracaldera cone and active vent. From January 2 to February 21, 2005, 28 Mt. Veniaminof erupted. The eruption was characterized by numerous small ash emissions 29 (VEI 0 to 1) and accompanied by low-frequency earthquake activity and volcanic tremor. We 30 have performed spectral analyses of the seismic signals in order to characterize them and to 31 constrain their source. Continuous tremor has durations of minutes to hours with dominant 32 energy in the band 0.5-4.0 Hz, and spectra characterized by narrow peaks either irregularly 33 (non-harmonic tremor) or regularly spaced (harmonic tremor). The spectra of non-harmonic 34 tremor resemble those of low-frequency events recorded simoultaneously to surface ash 35 explosions, suggesting that the source mechanisms might be similar or related. We propose 36 that non-harmonic tremor at Mt. Veniaminof results from the coalescence of gas bubbles and 37 low-frequency events are related to the disruption of large gas pockets within the conduit. -
Seismicity Associated with Volcanism in Hawaii: Application to the 1984 Eruption of Mauna Loa Volcano
DEPARTMENT OF THE INTERIOR U.S. GEOLOGICAL SURVEY Seismicity Associated with Volcanism in Hawaii: Application to the 1984 Eruption of Mauna Loa Volcano by Robert Y. Koyanagi U.S. Geological Survey Hawaiian Volcano Observatory Hawaii National Park, HI 96718 Open-File Report 87-277 This report is preliminary and has not been reviewed for conformity with Geological Survey editorial standards and nomenclature. Any use of trade names is for descriptive purposes only and does not imply endorsement by the USGS. TABLE OF CONTENTS Abstract .......................... Introduction ...................... Geologic Setting and Pattern of Historic Eruptions .............................. History of Instrumentation and Data Processing Geophysical Background A. Corroborative Data ................... B. Mauna Loa Events ..................... Seismic Perspective for Mauna Loa Eruptions A. Earthquake Frequency .................. B. Hypocentral Distribution of Earthquakes C. Temporal Distribution of Earthquakes in Depth and Magnitude ................... D. Seismic Rate .......................... E. Earthquake Magnitude-Frequency ........ F. Classification of Seismic Waveform Signatures ............................ Eruption and Post-Eruption Seismicity A. Chronology,..^............... B. Eruption Tremor ............. Summary ....... Acknowledgement Figures (21) Table (1) ABSTRACT Multi-disciplined study of the extensive collection of seismic and deformation data at Kilauea over its recent decades of intense volcanism provide the conceptual basis to understand -
Monitoring Volcanoes in Iceland and Their Current Status
Monitoring volcanoes in Iceland and their current status Sara Barsotti Coordinator for Volcanic Hazards, [email protected] Overview • Volcanoes and volcanic eruption styles in Iceland • Monitoring volcanoes and volcanic eruptions • Current status at • Hekla • Katla • Bárðarbunga • Grímsvötn • Öræfajökull 2 The catalogue of Icelandic Volcanoes – icelandicvolcanoes.is It includes historical activity, current seismicity, possible hazards and scenarios, GIS-based map layers to visualize eruption product extensions (lava flows, ash deposits) – ICAO project 3 Explosive vs. Effusive eruption Eyjafjallajökull 2010 Bárðarbunga - Holuhraun 2014-2015 • Volcanic cloud (possibly up to • Lava flow the stratosphere) • Volcanic gas into the • Tephra fallout atmosphere (hardly higher • Lightning than the tropopause) • Floods (if from ice-capped volcano) • Pyroclastic flows 4 Volcanic ash hazards from Icelandic volcanoes All these volcanoes have volcanic ash as one of the principal hazards 5 Eruption in Iceland since 1913 Year Volcano VEI Note Stile of activity 2014 Holuhraun (Bárðarbunga) 1 Effusive 2011 Grímsvötn 4 Ice Explosive 2010 Eyjafjallajökull 3 Ice Explosive/effusive 2004 Grímsvötn 3 Ice Explosive 2000 Hekla 3 Effusive/explosive 1998 Grímsvötn 3 Ice Explosive 1996 Gjálp (Grímsvötn) 3 Ice Subglacial-explosive 1991 Hekla 3 Effusive/explosive 1983 Grímsvötn 2 Ice Explosive 1980-81 Hekla 3 Effusive/explosive 1975-84 Krafla fires (9 eruptions) 1 Effusive 1973 Heimaey 2 Effusive/explosive 1970 Hekla 3 Effusive/explosive Instrumental monitoring 1963-67 -
The Fissure Swarm of the Askja Central Volcano
University of Iceland – Faculty of Science – Department of Geosciences The fissure swarm of the Askja central volcano by Ásta Rut Hjartardóttir A thesis submitted to the University of Iceland for the degree of Master of Science in Geophysics Supervisors: Páll Einarsson, University of Iceland Haraldur Sigurðsson, University of Rhode Island May, 2008 The fissure swarm of the Askja central volcano ©2008 Ásta Rut Hjartardóttir ISBN 978-9979-9633-5-6 Printed by Nón ii Hér með lýsi ég því yfir að ritgerð þessi er samin af mér og að hún hefur hvorki að hluta né í heild verið lögð fram áður til hærri prófgráðu. _______________________________ Ásta Rut Hjartardóttir iii iv Abstract The Askja volcanic system forms one of the 5-6 volcanic systems of the Northern Volcanic Zone, that divides the North-American and the Eurasian plates. Historical eruptions have occurred both within the central volcano and in its fissure swarm. As an example, repeated fissure eruptions occurred in the fissure swarm, and a Plinian eruption occurred within the volcano itself in 1875. This led to the formation of the youngest caldera in Iceland, which now houses the Lake Öskjuvatn. Six eruptions occurred in the 1920„s and one in 1961 in Askja. No historical accounts have, however, been found of eruptive activity of Askja before 1875, likely due to its remote location. To improve the knowledge of historic and prehistoric activity of Askja, we mapped volcanic fissures and tectonic fractures within and north of the Askja central volcano. The 1800 km2 area included as an example Mt. Herðubreið, Mt. -
Total Grain Size Distribution in Selected Icelandic Eruptions
Total Grain Size Distributi on in Selected Icelandic Erupti ons Work for the Internati onal Civil Aviati on Organizati on (ICAO) and the Icelandic Meteorological Offi ce Authors: Ármann Höskuldsson, Maria Janebo, Thorvaldur Thordarson, Thóra Björg Andrésdó� r, Ingibjörg Jónsdó� r, Jónas Guðnason, Johanne Schmith, William Moreland, Agnes Ösp Magnúsdó� r University of Iceland Total Grain-Size Distribution in Selected Icelandic Eruptions Total Grain-Size Distribution in Selected Icelandic Eruptions Copyright © 2018 Á. Höskuldsson, M.H. Janebo, T. Thordarson, T. B. Andrésdóttir, I. Jónsdóttir J. Guðnason, J. Schmith, W. Moreland, A. Ö. Magnúsdóttir All rights reserved Institute of Earth Sciences University of Iceland Sturlugata 7 101 Reykjavík ISBN 978-9935-9300-4-0 Table of contents Abstract 7 1 Introduction 8 2 Explosive volcanism in Iceland 8 3 Selected volcanoes 9 4 Total Grain-Size Distribution (TGSD) 10 5 The work strategy 11 6 Summary of the project 12 7 Eruption summaries and TGSDs 12 7.1 Hekla 13 Hekla 1104 15 Hekla 1300 16 Hekla 1693 17 Hekla 1766 18 Hekla 1845 19 Hekla 1991 20 Hekla 2000 21 7.2 Katla 22 Katla 1625 23 Katla 1755 24 Katla 934 - Eldgjá 25 7.3 Askja 27 Askja 1875 28 7.4 Grímsvötn 30 Grímsvötn 2004 31 Grímsvötn 2011 32 7.67.5 ReykjanesEyjafjallajökull 3533 ReykjanesEyjafjallajökull 1226 2010 3634 8 Conclusions 37 9 Future work 38 References 42 ListFigure of 1. figures Distribution of volcanic systems in Iceland. 9 Figure 2. Location of Hekla 13 Figure 3. Hekla volcano 13 Figure 4. Main area affected by tephra fall from the Hekla 1104 eruption 15 Figure 5. -
The Geological Wonders of Iceland
THE GEOLOGICAL WONDERS OF ICELAND DR. TAMIE J. JOVANELLY, GEOLOGIST AND AUTHOR PLEASE NOTE THAT ALL OF THE DIAGRAMS IN THIS PRESENTATION WERE DESIGNED BY NATHAN MENNEN WHY ICELAND? WHY ICELAND? EG TALA EKKI ISLENSKU I DON’T SPEAK ICELANDIC KEY MYO= millions of years old MYA= millions of year ago CE= Common Era BCE = Before Common Era HOT SPOT SYMBOL A YOUNG ISLAND Iceland is 38 miles south of Artic Circle Last Pangea cycle (circa 50 MYA) produces a magma plume, termed hot spot, that is ~200 miles in diameter 33 MYO flood basalts create island USGS Stock Figure plateau A YOUNG ISLAND Iceland is 38 miles south of Artic Circle Last Pangea cycle (circa 50 MYA) produces a magma plume, termed hot spot, that is ~200 miles in diameter 33 MYO flood basalts create island plateau Modified from Fitton et al.,1997 A YOUNG ISLAND Only 30% of the plateau is currently above sea level today (Gundmundsson, 2000) Oldest rocks exposed on Iceland are only 13 MYO Modified from Trønnes, 2002 PLATE TECTONIC RIFTING Hot spot initiates divergent plate movement NW migration of North American Plate and SW migration of Eurasian Plate equate to ~1 inch/year or 13 miles per million years (Geirsson et al., 2006) Modified from Sæmundsson, 1979 PLATE TECTONIC RIFTING NORTH AMERICAN PLATE EURASIAN PLATE Thingviller Almannaja A rift valley, also termed Almannaja is a tensional Graben, separates the normal fault that is easily plate boundary hiked in the national park Modified from Sæmundsson, 1979 33 ACTIVE VOLCANOES 33 active volcanoes on an island the size of Virginia -
Fracture Kinematics and Holocene Stress Field at the Krafla Rift
geosciences Article Fracture Kinematics and Holocene Stress Field at the Krafla Rift, Northern Iceland Noemi Corti 1 , Fabio L. Bonali 1,2, Federico Pasquaré Mariotto 3,* , Alessandro Tibaldi 1,2, Elena Russo 1,2, Ásta Rut Hjartardóttir 4,Páll Einarsson 4 , Valentina Rigoni 1 and Sofia Bressan 1 1 Department of Earth and Environmental Sciences, University of Milan-Bicocca, 20126 Milan, Italy; [email protected] (N.C.); [email protected] (F.L.B.); [email protected] (A.T.); [email protected] (E.R.); [email protected] (V.R.); [email protected] (S.B.) 2 CRUST-Interuniversity Center for 3D Seismotectonics with Territorial Applications, 66100 Chieti Scalo, Italy 3 Department of Human and Innovation Sciences, Insubria University, 21100 Varese, Italy 4 Nordic Volcanological Center, Institute of Earth Sciences, University of Iceland, IS-102 Reykjavík, Iceland; [email protected] (Á.R.H.); [email protected] (P.E.) * Correspondence: [email protected] Abstract: In the Northern Volcanic Zone of Iceland, the geometry, kinematics and offset amount of the structures that form the active Krafla Rift were studied. This rift is composed of a central volcano and a swarm of extension fractures, normal faults and eruptive fissures, which were mapped and analysed through remote sensing and field techniques. In three areas, across the northern, central and southern part of the rift, detailed measurements were collected by extensive field surveys along Citation: Corti, N.; Bonali, F.L.; the post-Late Glacial Maximum (LGM) extension fractures and normal faults, to reconstruct their Pasquaré Mariotto, F.; Tibaldi, A.; strike, opening direction and dilation amount.