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 …

Plate tectonics and the Archean Earth

M Brown, T Johnson, NJ Gardiner - Annual Review of Earth and …, 2020 - annualreviews.org
If we accept that a critical condition for plate tectonics is the creation and maintenance of a
global network of narrow boundaries separating multiple plates, then to argue for plate …

GPlates: Building a virtual Earth through deep time

RD Müller, J Cannon, X Qin, RJ Watson… - Geochemistry …, 2018 - Wiley Online Library
GPlates is an open‐source, cross‐platform plate tectonic geographic information system,
enabling the interactive manipulation of plate‐tectonic reconstructions and the visualization …

A full-plate global reconstruction of the Neoproterozoic

AS Merdith, AS Collins, SE Williams, S Pisarevsky… - Gondwana …, 2017 - Elsevier
Neoproterozoic tectonic geography was dominated by the formation of the supercontinent
Rodinia, its break-up and the subsequent amalgamation of Gondwana. The Neoproterozoic …

Global plate boundary evolution and kinematics since the late Paleozoic

KJ Matthews, KT Maloney, S Zahirovic… - Global and Planetary …, 2016 - Elsevier
Many aspects of deep-time Earth System models, including mantle convection,
paleoclimatology, paleobiogeography and the deep Earth carbon cycle, require high …

Subduction-transition zone interaction: A review

S Goes, R Agrusta, J van Hunen, F Garel - Geosphere, 2017 - pubs.geoscienceworld.org
As subducting plates reach the base of the upper mantle, some appear to flatten and
stagnate, while others seemingly go through unimpeded. This variable resistance to slab …

The Deep-Time Digital Earth program: data-driven discovery in geosciences

C Wang, RM Hazen, Q Cheng… - National Science …, 2021 - academic.oup.com
Current barriers hindering data-driven discoveries in deep-time Earth (DE) include:
substantial volumes of DE data are not digitized; many DE databases do not adhere to FAIR …

Deconstructing plate tectonic reconstructions

M Seton, SE Williams, M Domeier, AS Collins… - Nature Reviews Earth & …, 2023 - nature.com
The evolving mosaic of tectonic plates across the surface of the Earth sets boundary
conditions for the evolution of biotic and abiotic processes and helps shape the dynamics of …

Crustal evolution and mantle dynamics through Earth history

J Korenaga - … Transactions of the Royal Society A …, 2018 - royalsocietypublishing.org
Resolving the modes of mantle convection through Earth history, ie when plate tectonics
started and what kind of mantle dynamics reigned before, is essential to the understanding …

Plate tectonics in the twenty-first century

YF Zheng - Science China Earth Sciences, 2023 - Springer
Plate tectonics was originally established as a kinematic theory of global tectonics, in which
the Earth's rigid outer layer, the lithosphere, consists of different size plates that move …