Abstract
The morphological and textural features of juvenile pyroclasts record crucial details on magma conditions at the time of fragmentation. Their study is therefore essential to better understand the dynamics of explosive eruptions. Unfortunately, the absence of a standardized protocol of investigation hinders data reproducibility and comparison among different laboratories. Here we focus on morphometric parameters, 2D crystallinity and 2D vesicularity resulting from cross-section analysis of juvenile particles using backscattered electron imaging, and address the following questions: (i) how to prepare polished epoxy grain mounts, (ii) which pixel density to be used, (iii) how to facilitate image preparation and image analysis, (iv) which sample size is necessary to obtain statistically robust results, and (v) what is the optimum size fraction for analysis. We test juvenile particles in grain size bins ranging from 2–1 mm (− 1 to 0ɸ) to 88–63 µm (+ 3.5 to + 4ɸ), using samples from the 1977 Ukinrek eruption. We find that the required resolution ranges from 75 000 to 10 000 pixels per particle, depending on the size fraction, higher than previously postulated. In the same size ranges, less than 50 grains per size fraction and sample are needed to get robust averages. Based on theoretical, empirical, and practical considerations, we propose 0.71–0.5 mm (+ 0.5 to + 1ɸ) as the optimum size fraction to be analyzed as particle cross-sections in standardized comparative studies of magma fragmentation. We provide a detailed guide for preparing polished epoxy grain mounts and introduce a software package (PASTA) for semi-automated image preparation, image processing, and measurement of morphological and textural parameters.
Similar content being viewed by others
References
Avery MR, Panter KS, Gorsevski PV (2017) Distinguishing styles of explosive eruptions at Erebus, Redoubt and Taupo volcanoes using multivariate analysis of ash morphometrics. J Volcanol Geotherm Res 332:1–13
Bagheri GH, Bonadonna C, Manzella I, Vonlanthen P (2015) On the characterization of size and shape of irregular particles. Powder Technol 270:141–153
Büttner R, Dellino P, Zimanowski B (1999) Identifying magma-water interaction from the surface features of ash particles. Nature 401:688–690
Büttner R, Dellino P, La Volpe L, Lorenz V, Zimanowski B (2002) Thermohydraulic explosions in phreatomagmatic eruptions as evidenced by the comparison between pyroclasts and products from Molten Fuel Coolant Interaction experiments. J Geophys Res Solid Earth 107(B11):ECV 5–1–ECV 5–14
Cioni R, D’Oriano C, Bertagnini A (2008) Fingerprinting ash deposits of small scale eruptions by their physical and textural features. J Volcanol Geotherm Res 177:277–287
Cioni R, Pistolesi M, Bertagnini A, Bonadonna C, Hoskuldsson A, Scateni B (2014) Insights into the dynamics and evolution of the 2010 Eyjafjallajökull summit eruption (Iceland) provided by volcanic ash textures. Earth Planet Sci Lett 394(Supplement C):111–123
Cioni R, Sbrana A, Vecci R (1992) Morphologic features of juvenile pyroclasts from magmatic and phreatomagmatic deposits of Vesuvius. J Volcanol Geotherm Res 51:61–78
Colombier M, Scheu B, Kueppers U, Cronin SJ, Mueller SB, Hess K-U, Wadsworth FB, Tost M, Dobson KJ, Ruthensteiner B, Dingwell DB (2019) In situ granulation by thermal stress during subaqueous volcanic eruptions. Geology 47:179–182
Comida PP, Ross P-S (2021) PierCVolc/PASTA: PASTA project (Version 3.7, February 22, 2021). https://doi.org/10.5281/zenodo.3336335
Comida PP, Ross P-S, Dürig T, White JDL, Lefebvre NS (2021) SEM_raw_images_Comida_et_al_2021 (Version 2, October 5, 2021). https://doi.org/10.5281/zenodo.4639399
Dellino P, La Volpe L (1996) Image processing analysis in reconstructing fragmentation and transportation mechanisms of pyroclastic deposits. The case of Monte Pilato-Rocche Rosse eruptions, Lipari (Aeolian islands, Italy). J Volcanol Geotherm Res 71:13–29
Dellino P, Gudmundsson MT, Larsen G, Mele D, Stevenson JA, Thordarson T, Zimanowski B (2012) Ash from the Eyjafjallajökull eruption (Iceland): fragmentation processes and aerodynamic behavior. J Geophys Res 117:B00C04. https://doi.org/10.1029/2011JB008726
D’Oriano C, Bertagnini A, Cioni R, Pompilio M (2014) Identifying recycled ash in basaltic eruptions. Sci Rep 4:5851
Dioguardi F, Mele D, Dellino P, Dürig T (2017) The terminal velocity of volcanic particles with shape obtained from 3D X-ray microtomography. J Volcanol Geotherm Res 329:41–53
Durant AJ, Rose WI, Sarna-Wojcicki AM, Carey S, Volentik ACM (2009) Hydrometeor-enhanced tephra sedimentation: constraints from the 18 May 1980 eruption of Mount St. Helens. J Geophys Res 114:B03204
Dürig T, Zimanowski B (2012) ‘“Breaking news”’ on the formation of volcanic ash: fracture dynamics in silicate glass. Earth Planet Sci Lett 335–336:1–8
Dürig T, Mele D, Dellino P, Zimanowski B (2012) Comparative analyses of glass fragments from brittle fracture experiments and volcanic ash particles. Bull Volc 74:691–704
Dürig T, Bowman MH, White JD, Murch A, Mele D, Verolino A, Dellino P (2018) PARTIcle Shape ANalyzer PARTISAN–an open source tool for multi-standard two-dimensional particle morphometry analysis. Ann Geophys-Italy 61:31
Dürig T, Schmidt LS, White JDL, Bowman MH (2020a) DendroScan: an open source tool to conduct comparative statistical tests and dendrogrammatic analyses on particle morphometry. Sci Rep 10:article 21682
Dürig T, White JDL, Zimanowski B, Büttner R, Murch A, Carey RJ (2020b) Deep-sea fragmentation style of Havre revealed by dendrogrammatic analyses of particle morphometry. Bull Volc 82:article 67
Dürig T, White JDL, Murch AP, Zimanowski B, Büttner R, Mele D, Dellino P, Carey RJ, Schmidt LS, Spitznagel N (2020c) Deep-sea eruptions boosted by induced fuel–coolant explosions. Nat Geosci 13:498–503
Dürig T, Bowman HM (2021) lsschmidt/PARTISAN (Version 2.0, March 10, 2021). https://doi.org/10.5281/zenodo.4593833
Dürig T, Ross P-S, Dellino P, White JDL, Mele D, Comida PP (2021) A review of statistical tools for morphometric analysis of juvenile pyroclasts. Bull Volc 83:79
Freundt A, Rosi M (1998) From magma to tephra. Elsevier, New York
Heiken G (1972) Morphology and petrography of volcanic ashes. Geol Soc Am Bull 83:1961–1988
Heiken G, Wohletz K (1985) Volcanic ash. University of California Press, Berkeley
Hornby AJ (2018) IPC shape macro (Version 1.0.2, September 28, 2018). https://doi.org/10.5281/zenodo.1438445
Houghton BF, Wilson CJN (1989) A vesicularity index for pyroclastic deposits. Bull Volc 51:451–462
Jordan S, Dürig T, Cas RAF, Zimanowski B (2014) Processes controlling the shape of ash particles: results of statistical IPA. J Volcanol Geotherm Res 288:19–27
Kienle J, Kyle PR, Self S, Motyka RJ, Lorenz V (1980) Ukinrek Maars, Alaska, I. April 1977 eruption sequence, petrology and tectonic setting. J Volcanol Geotherm Res 7:11–37
Lautze NC, Houghton BF (2007) Linking variable explosion style and magma textures during 2002 at Stromboli volcano, Italy. Bull Volc 69:445–460
Leibrandt S, Le Pennec J-L (2015) Towards fast and routine analyses of volcanic ash morphometry for eruption surveillance applications. J Volcanol Geotherm Res 297:11–27
Liu EJ, Cashman KV, Rust AC (2015) Optimising shape analysis to quantify volcanic ash morphology. GeoResJ 8:14–30
Liu EJ, Cashman KV, Rust AC, Höskuldsson A (2017) Contrasting mechanisms of magma fragmentation during coeval magmatic and hydromagmatic activity: the Hverfjall Fires fissure eruption, Iceland. Bull Volc 79:article 68
Mele D, Dellino P, Sulpizio R, Braia G (2011) A systematic investigation on the aerodynamics of ash particles. J Volcanol Geotherm Res 203:1–11
Mele D, Dioguardi F (2018) The grain size dependency of vesicular particle shapes strongly affects the drag of particles. First results from microtomography investigations of Campi Flegrei fallout deposits. J Volcanol Geotherm Res 353:18–24
Mele D, Dioguardi F, Dellino P (2018) A study on the influence of internal structures on the shape of pyroclastic particles by X-ray microtomography investigations. Ann Geophys-Italy 61:AC27
Ort MH, Lefebvre NS, Neal CA, McConnell VS, Wohletz KH (2018) Linking the Ukinrek 1977 maar-eruption observations to the tephra deposits: new insights into maar depositional processes. J Volcanol Geotherm Res 360:36–60
Porritt L, Russell J, Quane S (2012) Pele’s tears and spheres: examples from Kilauea Iki. Earth Planet Sci Lett 333:171–180
Rausch J, Grobéty B, Vonlanthen P (2015) Eifel maars: quantitative shape characterization of juvenile ash particles (Eifel Volcanic Field, Germany). J Volcanol Geotherm Res 291:86–100
Ross P-S, Dürig T, Comida PP, Lefebvre NS, White JDL, Andronico D, Thivet S, Eychenne J, Gurioli L (2021) Standardized analysis of juvenile pyroclasts in comparative studies of primary magma fragmentation; 1. Overview and workflow. Bull Volc. https://doi.org/10.1007/s00445-021-01516-6
Rust AC, Cashman KV (2011) Permeability controls on expansion and size distributions of pyroclasts. J Geophys Res 116(B11) https://doi.org/10.1029/2011JB008494
Schindelin J, Arganda-Carreras I, Frise E, Kaynig V, Longair M, Pietzsch T, Preibisch S, Rueden C, Saalfeld S, Schmid B, Tinevez J-Y, White DJ, Hartenstein V, Eliceiri K, Tomancak P, Cardona A (2012) Fiji: an open-source platform for biological-image analysis. Nat Methods 9:676
Schipper CI, Castro JM, Tuffen H, James MR, How P (2013) Shallow vent architecture during hybrid explosive-effusive activity at Cordón Caulle (Chile, 2011–12): evidence from direct observations and pyroclast textures. J Volcanol Geotherm Res 262:25–37
Schmith J, Höskuldsson Á, Holm PM (2017) Grain shape of basaltic ash populations: implications for fragmentation. Bull Volc 79:article 14
Schneider CA, Rasband WS, Eliceiri KW (2012) NIH Image to ImageJ: 25 years of image analysis. Nat Methods 9:671–675
Shea T, Houghton B, Gurioli L, Cashman K, Hammer J, Hobden B, Stovall W, Carey R (2010a) SEM image processing with Photoshop. University of Hawaii and University of Oregon, USA. http://www.soest.hawaii.edu/GG/FACULTY/tshea/foams/methodsimrec.html
Shea T, Houghton BF, Gurioli L, Cashman KV, Hammer JE, Hobden BJ (2010b) Textural studies of vesicles in volcanic rocks: an integrated methodology. J Volcanol Geotherm Res 190:271–289
Verolino A, White JDL, Dürig T, Cappuccio F (2019) Black Point – pyroclasts of a Surtseyan eruption show no change during edifice growth to the surface from 100 m water depth. J Volcanol Geotherm Res 384:85–102
Vonlanthen P, Rausch J, Ketcham RA, Putlitz B, Baumgartner LP, Grobéty B (2015) High-resolution 3D analyses of the shape and internal constituents of small volcanic ash particles: the contribution of SEM micro-computed tomography (SEM micro-CT). J Volcanol Geotherm Res 293:1–12
White J, Houghton B (2006) Primary volcaniclastic rocks. Geology 34:677–680
Zimanowski B, Büttner R, Lorenz V, Häfele HG (1997) Fragmentation of basaltic melt in the course of explosive volcanism. J Geophys Res Solid Earth 102:803–814
Acknowledgements
We thank Ikbel Mouedhen, Philippe Girard, and Arnaud De Coninck for the support during the development of the polishing technique. We acknowledge Caroline Bélanger, Sarah Galloway, and Félix Gagnon for the support in sample preparation and data processing. We thank Jacopo Taddeucci, Lucy Porritt and Pierre Francus for their comments on a draft of this paper. We thank Erin Fitch, an anonymous reviewer, and associate editor Benjamin J. Andrews for constructive journal reviews.
Funding
This study was funded by a Discovery Grant to PSR from the Natural Sciences and Engineering Research Council of Canada (NSERC) (RGPIN-2015–06782). TD is supported by the Icelandic Research Fund (Rannís), grant Nr. 206527–051.
Author information
Authors and Affiliations
Corresponding author
Additional information
Editorial responsibility: B.J. Andrews; Deputy Executive Editor: L. Pioli
This paper constitutes part of a topical collection: What pyroclasts can tell us
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Comida, P.P., Ross, PS., Dürig, T. et al. Standardized analysis of juvenile pyroclasts in comparative studies of primary magma fragmentation: 2. Choice of size fraction and method optimization for particle cross-sections. Bull Volcanol 84, 14 (2022). https://doi.org/10.1007/s00445-021-01517-5
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00445-021-01517-5