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Ethical considerations for geohazard digital twins

delete2026-07-31
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PRE
AI
R
R. Carbonell *
J
Jörn Behrens *
C
Cedric Bhihe
F
Flavio Cannavò
A
Arnau Folch
S
Steven J. Gibbons
M
Marisol Monterrubio-Velasco
DOI:10.1038/s43017-026-00811-0delete
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Abstract

Abstract

En 中文
Digital twin prototypes now exist for assessing and aiding disaster response to geophysical hazards, such as volcanic eruptions, tsunamis, and earthquakes. We propose a systematic assessment framework to help determine the accuracy, transparency, reproducibility, and accountability of machine learning components within these emerging prototypes.

Journal

N
Nature Reviews Earth & Environment
IF:
71.5
Papers:
51
Citations:
0

Organization

G
geociencias barcelona
Scholars:
3
Papers: 1
Citations: 0
Barcelona Supercomputing Center cover
Barcelona Supercomputing Center
Scholars:
235
Papers: 103
Citations: 2.7K
D
dept. of mathematics
Scholars:
2
Papers: 1
Citations: 0
N
norges geotekniske institutt
Scholars:
2
Papers: 1
Citations: 0
I
Istituto Nazionale di Geofisica e Vulcanologia
Scholars:
475
Papers: 187
Citations: 1.9K
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