Probabilistic Source Classification of Large Tephra Producing Eruptions Using Supervised Machine Learning: An Example From the Alaska‐Aleutian Arc

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

(2023) Bernd Bischl et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Insights Into Magma Storage Beneath a Frequently Erupting Arc Volcano (Villarrica, Chile) From Unsupervised Machine Learning Analysis of Mineral Compositions

(2022) Felix O. Boschetty et al.   GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS

A Machine Learning‐Based Approach to Clinopyroxene Thermobarometry: Model Optimization and Distribution for Use in Earth Sciences

(2022) C. Jorgenson et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Community established best practice recommendations for tephra studies—from collection through analysis

(2022) Kristi L. Wallace et al.   Scientific Data

Machine Learning Thermobarometry for Biotite‐Bearing Magmas

(2022) Xiaoyan Li et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Sources of uncertainty in the Mazama isopachs and the implications for interpreting distal tephra deposits from large magnitude eruptions

(2020) Hannah M. Buckland et al.   BULLETIN OF VOLCANOLOGY

A Data Driven Approach to Investigate the Chemical Variability of Clinopyroxenes From the 2014–2015 Holuhraun–Bárdarbunga Eruption (Iceland)

(2020) Luca Caricchi et al.   Frontiers in Earth Science

Major‐element composition of sediments in terms of weathering and provenance: Implications for crustal recycling

(2020) Alex G. Lipp et al.   GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS

Petrology and geochemistry of three Early Holocene eruptions from Makushin Volcano, Alaska

(2020) J. F. Larsen et al.   BULLETIN OF VOLCANOLOGY

Machine Learning Thermo‐Barometry: Application to Clinopyroxene‐Bearing Magmas

(2020) M. Petrelli et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

On the eruption age and provenance of the Old Crow tephra

(2019) S.D. Burgess et al.   QUATERNARY SCIENCE REVIEWS

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

(2019) Matthew S. M. Bolton et al.   JOURNAL OF QUATERNARY SCIENCE

Widespread tephra layers in the Bering Sea sediments: distal clues to large explosive eruptions from the Aleutian volcanic arc

(2018) A. N. Derkachev et al.   BULLETIN OF VOLCANOLOGY

Combining machine learning techniques, microanalyses and large geochemical datasets for tephrochronological studies in complex volcanic areas: New age constraints for the Pleistocene magmatism of central Italy

(2017) Maurizio Petrelli et al.   Quaternary Geochronology

High-precision 40 Ar/ 39 Ar dating of pleistocene tuffs and temporal anchoring of the Matuyama-Brunhes boundary

(2017) Darren F. Mark et al.   Quaternary Geochronology

Correlating tephras and cryptotephras using glass compositional analyses and numerical and statistical methods: Review and evaluation

(2017) David J. Lowe et al.   QUATERNARY SCIENCE REVIEWS

Tools and techniques for developing tephra stratigraphies in lake cores: A case study from the basaltic Auckland Volcanic Field, New Zealand

(2015) Jenni L. Hopkins et al.   QUATERNARY SCIENCE REVIEWS

Character, mass, distribution, and origin of tephra-fall deposits from the 2009 eruption of Redoubt Volcano, Alaska—Highlighting the significance of particle aggregation

(2012) Kristi L. Wallace et al.   JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH

Volcanic ash layers illuminate the resilience of Neanderthals and early modern humans to natural hazards

(2012) J. Lowe et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The INTAV intercomparison of electron-beam microanalysis of glass by tephrochronology laboratories: Results and recommendations

(2011) S.C. Kuehn et al.   QUATERNARY INTERNATIONAL

Tephrochronology and its application: A review

(2010) David J. Lowe   Quaternary Geochronology

Old Crow tephra across eastern Beringia: a single cataclysmic eruption at the close of Marine Isotope Stage 6

(2010) S.J. Preece et al.   QUATERNARY SCIENCE REVIEWS

Diverse lavas from closely spaced volcanoes drawing from a common parent: Emmons Lake Volcanic Center, Eastern Aleutian Arc

(2009) Margaret Mangan et al.   EARTH AND PLANETARY SCIENCE LETTERS

Comment on “Some numerical considerations in the geochemical analysis of distal microtephra” by A.M. Pollard, S.P.E. Blockley and C.S. Lane

(2008) Nicholas J.G. Pearce et al.   APPLIED GEOCHEMISTRY

Frequent eruptions of Mount Rainier over the last ∼2,600 years

(2008) T. W. Sisson et al.   BULLETIN OF VOLCANOLOGY

Kaguyak dome field and its Holocene caldera, Alaska Peninsula

(2008) Judy Fierstein et al.   JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH