The 2018 eruption of Kīlauea: Insights, puzzles, and opportunities for volcano science

KR Anderson, T Shea, KJ Lynn… - Annual Review of …, 2024 - annualreviews.org
The science of volcanology advances disproportionately during exceptionally large or well-
observed eruptions. The 2018 eruption of Kīlauea Volcano (Hawai 'i) was its most impactful …

Data-driven discovery in geosciences: Opportunities and challenges

G Chen, Q Cheng, S Puetz - Mathematical Geosciences, 2023 - Springer
With the rapid expansion in big data and artificial intelligence (AI), Earth sciences are
undergoing unprecedented advances in data processing and interpretation techniques, as …

Seismic arrival-time picking on distributed acoustic sensing data using semi-supervised learning

W Zhu, E Biondi, J Li, J Yin, ZE Ross, Z Zhan - Nature Communications, 2023 - nature.com
Abstract Distributed Acoustic Sensing (DAS) is an emerging technology for earthquake
monitoring and subsurface imaging. However, its distinct characteristics, such as unknown …

Magmatic connectivity among six Galápagos volcanoes revealed by satellite geodesy

E Reddin, SK Ebmeier, E Rivalta, M Bagnardi… - Nature …, 2023 - nature.com
Shallow magmatic reservoirs that produce measurable volcanic surface deformation are
often considered as discrete independent systems. However, petrological analyses of …

Simultaneous rift-scale inflation of a deep crustal sill network in Afar, East Africa

A La Rosa, C Pagli, H Wang, F Sigmundsson… - Nature …, 2024 - nature.com
Decades of studies at divergent plate margins have revealed networks of magmatic sills at
the crust-mantle boundary. However, a lack of direct observations of deep magma motion …

A detailed view of the 2020–2023 Southwestern Puerto Rico seismic sequence with deep learning

CE Yoon, ES Cochran… - Bulletin of the …, 2023 - pubs.geoscienceworld.org
ABSTRACT The 2020–2023 southwestern Puerto Rico seismic sequence, still ongoing in
2023, is remarkable for its multiple‐fault rupture complexity and elevated aftershock …

Triggering the 2022 eruption of Mauna Loa

KJ Lynn, DT Downs, FA Trusdell, PE Wieser… - Nature …, 2024 - nature.com
Distinguishing periods of intermittent unrest from the run-up to eruption is a major challenge
at volcanoes around the globe. Comparing multidisciplinary monitoring data with mineral …

Volcanic precursor revealed by machine learning offers new eruption forecasting capability

K Wang, F Waldhauser, M Tolstoy… - Geophysical …, 2024 - Wiley Online Library
Seismicity at active volcanoes provides crucial constraints on the dynamics of magma
systems and complex fault activation processes preceding and during an eruption. We …

Deep long‐period earthquakes at Akutan volcano from 2005 to 2017 better track magma influxes compared to volcano‐tectonic earthquakes

Z Song, YJ Tan, DC Roman - Geophysical Research Letters, 2023 - Wiley Online Library
Both volcano‐tectonic (VTs) and deep long‐period earthquakes (DLPs) have been
documented at Akutan Volcano, Alaska and may reflect different active processes helpful for …

[HTML][HTML] Overview of seismo-acoustic tremor at Oldoinyo Lengai, Tanzania: Shallow storage and eruptions of carbonatite melt

MC Reiss, F Massimetti, AS Laizer, A Campus… - Journal of volcanology …, 2023 - Elsevier
We analyze volcanic tremor from Oldoinyo Lengai, Tanzania, which is currently the only
active volcano on Earth producing carbonatitic lavas. Here, we use data from the recent …