Artificial intelligence for geoscience: Progress, challenges and perspectives

T Zhao, S Wang, C Ouyang, M Chen, C Liu, J Zhang… - The Innovation, 2024 - cell.com
This paper explores the evolution of geoscientific inquiry, tracing the progression from
traditional physics-based models to modern data-driven approaches facilitated by significant …

The eruption in Fagradalsfjall (2021, Iceland): how the operational monitoring and the volcanic hazard assessment contributed to its safe access

S Barsotti, MM Parks, MA Pfeffer, BA Óladóttir, T Barnie… - Natural Hazards, 2023 - Springer
After more than a year of unrest, a small effusive eruption commenced in Fagradalsfjall,
Iceland, on 19 March 2021. The eruption lasted six months. The first six weeks were …

[HTML][HTML] Deformation and seismicity decline before the 2021 Fagradalsfjall eruption

F Sigmundsson, M Parks, A Hooper, H Geirsson… - Nature, 2022 - nature.com
Increased rates of deformation and seismicity are well-established precursors to volcanic
eruptions, and their interpretation forms the basis for eruption warnings worldwide. Rates of …

Responding to eruptive transitions during the 2020–2021 eruption of La Soufrière volcano, St. Vincent

EP Joseph, M Camejo-Harry, T Christopher… - Nature …, 2022 - nature.com
A critical challenge during volcanic emergencies is responding to rapid changes in eruptive
behaviour. Actionable advice, essential in times of rising uncertainty, demands the rapid …

[HTML][HTML] Satellite derived SO2 emissions from the relatively low-intensity, effusive 2021 eruption of Fagradalsfjall, Iceland

B Esse, M Burton, C Hayer, MA Pfeffer, S Barsotti… - Earth and Planetary …, 2023 - Elsevier
In March 2021 an effusive eruption began at the Fagradalsfjall volcanic system in Iceland,
ending nearly 800 years of dormancy on the Reykjanes peninsula. The eruption produced …

Volcano disaster risk management during crisis: implementation of risk communication in Indonesia

SD Andreastuti, ET Paripurno, S Subandriyo… - Journal of Applied …, 2023 - Springer
Volcano disaster risk management during a crisis requires continuous and intensive risk
communication with the public. However, to have the desired public response during a …

A near real-time and free tool for the preliminary mapping of active lava flows during volcanic crises: The case of hotspot subaerial eruptions

FJ Vasconez, JC Anzieta, A Vásconez Müller… - Remote Sensing, 2022 - mdpi.com
Monitoring the evolution of lava flows is a challenging task for volcano observatories,
especially in remote volcanic areas. Here we present a near real-time (every 12 h) and free …

Numerical simulation of long-distance debris flows (lahars) on glacier-clad volcanoes: the case of Cotopaxi, Ecuador

FJ Vasconez, J Phillips, MJ Woodhouse… - Frontiers in Earth …, 2024 - frontiersin.org
Volcanic debris flows (lahars) are highly destructive volcanic phenomena and present
significant challenges in numerical simulation. This manuscript tackles the three …

The European Volcano Observatories and their use of the aviation colour code system

S Barsotti, S Scollo, G Macedonio, A Felpeto… - Bulletin of …, 2024 - hal.science
Volcano observatories (VOs) around the world are required to maintain surveillance of their
volcanoes and inform civil protection and aviation authorities about impending eruptions …

Development of a volcanic risk management system at Mount St. Helens—1980 to present

HMN Wright, CL Driedger, JS Pallister… - Bulletin of …, 2023 - Springer
Here, we review volcanic risk management at Mount St. Helens from the perspective of the
US Geological Survey's (USGS) experience over the four decades since its 18 May 1980 …