Collaboration between artificial intelligence and Earth science communities for mutual benefit

Min Chen; Zhen Qian; Niklas Boers; Felix Creutzig; Gustau Camps-Valls; Klaus Hubacek; Christophe Claramunt; John P. Wilson; Stefano Nativi; Anthony J. Jakeman; R. Dietmar Müller; Michael Batty; Chenghu Zhou; Fahu Chen; Qiao Wang; Fan Zhang; C. Michael Barton; Josef Strobl; Michael Meadows; Carlo Ratti; Philipp Hess; Qingsong Xu; Zhixin Zhang; Qiushi Gu; A. Xing Zhu; Hui Lin; Linwang Yuan; Guonian Lü

doi:10.1038/s41561-024-01550-x

Collaboration between artificial intelligence and Earth science communities for mutual benefit

Min Chen^*
, Zhen Qian
, Niklas Boers
, Felix Creutzig
, Gustau Camps-Valls
, Klaus Hubacek
, Christophe Claramunt
, John P. Wilson
, Stefano Nativi
, Anthony J. Jakeman
, R. Dietmar Müller
, Michael Batty
, Chenghu Zhou
, Fahu Chen
, Qiao Wang
, Fan Zhang
, C. Michael Barton
, Josef Strobl
, Michael Meadows
, Carlo Ratti

Philipp Hess, Qingsong Xu, Zhixin Zhang, Qiushi Gu, A. Xing Zhu, Hui Lin, Linwang Yuan, Guonian Lü^*

^*Corresponding author for this work

Fenner School of Environment & Society

Research output: Contribution to journal › Comment/debate › peer-review

38 Citations (Scopus)

Abstract

Artificial intelligence is rapidly being integrated into Earth science, but how Earth science may benefit artificial intelligence has been overlooked. We call for mutual balancing between the two disciplines and improving cross-disciplinary collaboration.

Original language	English
Pages (from-to)	949-952
Number of pages	4
Journal	Nature Geoscience
Volume	17
Issue number	10
DOIs	https://doi.org/10.1038/s41561-024-01550-x
Publication status	Published - Oct 2024

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Chen, M., Qian, Z., Boers, N., Creutzig, F., Camps-Valls, G., Hubacek, K., Claramunt, C., Wilson, J. P., Nativi, S., Jakeman, A. J., Müller, R. D., Batty, M., Zhou, C., Chen, F., Wang, Q., Zhang, F., Barton, C. M., Strobl, J., Meadows, M., ... Lü, G. (2024). Collaboration between artificial intelligence and Earth science communities for mutual benefit. Nature Geoscience, 17(10), 949-952. https://doi.org/10.1038/s41561-024-01550-x

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title = "Collaboration between artificial intelligence and Earth science communities for mutual benefit",

abstract = "Artificial intelligence is rapidly being integrated into Earth science, but how Earth science may benefit artificial intelligence has been overlooked. We call for mutual balancing between the two disciplines and improving cross-disciplinary collaboration.",

author = "Min Chen and Zhen Qian and Niklas Boers and Felix Creutzig and Gustau Camps-Valls and Klaus Hubacek and Christophe Claramunt and Wilson, \{John P.\} and Stefano Nativi and Jakeman, \{Anthony J.\} and M{\"u}ller, \{R. Dietmar\} and Michael Batty and Chenghu Zhou and Fahu Chen and Qiao Wang and Fan Zhang and Barton, \{C. Michael\} and Josef Strobl and Michael Meadows and Carlo Ratti and Philipp Hess and Qingsong Xu and Zhixin Zhang and Qiushi Gu and Zhu, \{A. Xing\} and Hui Lin and Linwang Yuan and Guonian L{\"u}",

note = "Publisher Copyright: {\textcopyright} Springer Nature Limited 2024.",

year = "2024",

month = oct,

doi = "10.1038/s41561-024-01550-x",

language = "English",

volume = "17",

pages = "949--952",

journal = "Nature Geoscience",

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Chen, M, Qian, Z, Boers, N, Creutzig, F, Camps-Valls, G, Hubacek, K, Claramunt, C, Wilson, JP, Nativi, S, Jakeman, AJ, Müller, RD, Batty, M, Zhou, C, Chen, F, Wang, Q, Zhang, F, Barton, CM, Strobl, J, Meadows, M, Ratti, C, Hess, P, Xu, Q, Zhang, Z, Gu, Q, Zhu, AX, Lin, H, Yuan, L & Lü, G 2024, 'Collaboration between artificial intelligence and Earth science communities for mutual benefit', Nature Geoscience, vol. 17, no. 10, pp. 949-952. https://doi.org/10.1038/s41561-024-01550-x

TY - JOUR

T1 - Collaboration between artificial intelligence and Earth science communities for mutual benefit

AU - Chen, Min

AU - Qian, Zhen

AU - Boers, Niklas

AU - Creutzig, Felix

AU - Camps-Valls, Gustau

AU - Hubacek, Klaus

AU - Claramunt, Christophe

AU - Wilson, John P.

AU - Nativi, Stefano

AU - Jakeman, Anthony J.

AU - Müller, R. Dietmar

AU - Batty, Michael

AU - Zhou, Chenghu

AU - Chen, Fahu

AU - Wang, Qiao

AU - Zhang, Fan

AU - Barton, C. Michael

AU - Strobl, Josef

AU - Meadows, Michael

AU - Ratti, Carlo

AU - Hess, Philipp

AU - Xu, Qingsong

AU - Zhang, Zhixin

AU - Gu, Qiushi

AU - Zhu, A. Xing

AU - Lin, Hui

AU - Yuan, Linwang

AU - Lü, Guonian

PY - 2024/10

Y1 - 2024/10

N2 - Artificial intelligence is rapidly being integrated into Earth science, but how Earth science may benefit artificial intelligence has been overlooked. We call for mutual balancing between the two disciplines and improving cross-disciplinary collaboration.

AB - Artificial intelligence is rapidly being integrated into Earth science, but how Earth science may benefit artificial intelligence has been overlooked. We call for mutual balancing between the two disciplines and improving cross-disciplinary collaboration.

UR - https://www.scopus.com/pages/publications/85206247199

U2 - 10.1038/s41561-024-01550-x

DO - 10.1038/s41561-024-01550-x

M3 - Comment/debate

AN - SCOPUS:85206247199

SN - 1752-0894

VL - 17

SP - 949

EP - 952

JO - Nature Geoscience

JF - Nature Geoscience

IS - 10

ER -

Collaboration between artificial intelligence and Earth science communities for mutual benefit

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