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 …

Life and death of slow-moving landslides

P Lacroix, AL Handwerger, G Bièvre - Nature Reviews Earth & …, 2020 - nature.com
In the most destructive and catastrophic landslide events, rocks, soil and fluids can travel at
speeds approaching several tens of metres per second. However, many landslides …

The build-up and triggers of volcanic eruptions

L Caricchi, M Townsend, E Rivalta… - Nature Reviews Earth & …, 2021 - nature.com
More than 800 million people live in proximity to active volcanoes and could be directly
impacted by potential eruptions. Mitigation of future volcanic hazards requires adequate …

Probabilistic tsunami hazard and risk analysis: A review of research gaps

J Behrens, F Løvholt, F Jalayer, S Lorito… - Frontiers in Earth …, 2021 - frontiersin.org
Tsunamis are unpredictable and infrequent but potentially large impact natural disasters. To
prepare, mitigate and prevent losses from tsunamis, probabilistic hazard and risk analysis …

Disaster risk science: A geographical perspective and a research framework

P Shi, T Ye, Y Wang, T Zhou, W Xu, J Du… - International Journal of …, 2020 - Springer
In this article, we recall the United Nations' 30-year journey in disaster risk reduction strategy
and framework, review the latest progress and key scientific and technological questions …

遥感云计算**台发展及地球科学应用

付东杰, 肖寒, 苏奋振, 周成虎, 董金玮, 曾也鲁, 闫凯… - 遥感学报, 2021 - ygxb.ac.cn
人类已有半个多世纪的全球历史遥感数据积累, 这些不断涌现的海量遥感数据形成的遥感大数据
为地球科学研究提供了丰富的数据支持; 对遥感大数据快速处理, 分析和挖掘是一个新的挑战 …

[HTML][HTML] Reviewing the multi-hazard concept. Application to volcanic islands

M López-Saavedra, J Martí - Earth-Science Reviews, 2023 - Elsevier
Because of their social, economic and political contexts, and their intrinsic multi-hazard
nature, volcanic islands are one of the most vulnerable environments, where natural …

Granular porous landslide tsunami modelling–the 2014 Lake Askja flank collapse

M Rauter, S Viroulet, SS Gylfadóttir, W Fellin… - Nature …, 2022 - nature.com
Subaerial landslides and volcano flank collapses can generate tsunamis with devastating
consequences. The lack of comprehensive models incorporating both the landslide and the …

The cascading origin of the 2018 Kīlauea eruption and implications for future forecasting

MR Patrick, BF Houghton, KR Anderson… - Nature …, 2020 - nature.com
The 2018 summit and flank eruption of Kīlauea Volcano was one of the largest volcanic
events in Hawaiʻi in 200 years. Data suggest that a backup in the magma plumbing system …

Spatial and temporal quantification of subaerial volcanism from 1980 to 2019: solid products, masses, and average eruptive rates

F Galetto, ME Pritchard, AJ Hornby… - Reviews of …, 2023 - Wiley Online Library
Volcanism is one of the main mechanisms transferring mass and energy between the
interior of the Earth and the Earth's surface. However, the global mass flux of lava, volcanic …