Intelligent systems for geosciences: An essential research agenda

Yolanda Gil; Suzanne A. Pierce; Hassan Babaie; Arindam Banerjee; Kirk Borne; Gary Bust; Michelle Cheatham; Imme Ebert-Uphoff; Carla Gomes; Mary Hill; John Horel; Leslie Hsu; Jim Kinter; Craig Knoblock; David Krum; Vipin Kumar; Pierre Lermusiaux; Yan Liu; Chris North; Victor Pankratius; Shanan Peters; Beth Plale; Allen Pope; Sai Ravela; Juan Restrepo; Aaron Ridley; Hanan Samet; Shashi Shekhar

doi:10.1145/3192335

Intelligent systems for geosciences: An essential research agenda

Yolanda Gil, Suzanne A. Pierce, Hassan Babaie, Arindam Banerjee, Kirk Borne, Gary Bust, Michelle Cheatham, Imme Ebert-Uphoff, Carla Gomes, Mary Hill, John Horel, Leslie Hsu, Jim Kinter, Craig Knoblock, David Krum, Vipin Kumar, Pierre Lermusiaux, Yan Liu, Chris North, Victor PankratiusShanan Peters, Beth Plale, Allen Pope, Sai Ravela, Juan Restrepo, Aaron Ridley, Hanan Samet, Shashi Shekhar

Computer Science and Engineering

Research output: Contribution to journal › Review article › peer-review

41 Scopus citations

Abstract

A research agenda for intelligent systems that will result in fundamental new capabilities for understanding the Earth system.

Original language	English (US)
Pages (from-to)	76-84
Number of pages	9
Journal	Communications of the ACM
Volume	62
Issue number	1
DOIs	https://doi.org/10.1145/3192335
State	Published - Jan 2019

Bibliographical note

Funding Information:
This work was sponsored in part by the Directorate for Computer and In formation Science and Engineering (CISE) and the Directorate for Geosciences (GEO) of the U.S. National Science Foundation under awards IIS-1533930 and ICER-1632211. We thank NSF CISE and GEO program directors for their guidance and suggestions, in particular Hector Muñoz-Avila and Eva Zanzerkia for their guidance, and Todd Leen, Frank Olken, Sylvia Spengler, Amy Walton, and Maria Ze-mankova for suggestions and feedback. We also thank all the participants in the Research Coordination Network on Intelligent Systems for Geosciences for creating the intellectual space for productive discussions across these disciplines.

Publisher Copyright:
© 2019 ACM.

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Gil, Y., Pierce, S. A., Babaie, H., Banerjee, A., Borne, K., Bust, G., Cheatham, M., Ebert-Uphoff, I., Gomes, C., Hill, M., Horel, J., Hsu, L., Kinter, J., Knoblock, C., Krum, D., Kumar, V., Lermusiaux, P., Liu, Y., North, C., ... Shekhar, S. (2019). Intelligent systems for geosciences: An essential research agenda. Communications of the ACM, 62(1), 76-84. https://doi.org/10.1145/3192335

Gil, Y, Pierce, SA, Babaie, H, Banerjee, A, Borne, K, Bust, G, Cheatham, M, Ebert-Uphoff, I, Gomes, C, Hill, M, Horel, J, Hsu, L, Kinter, J, Knoblock, C, Krum, D, Kumar, V, Lermusiaux, P, Liu, Y, North, C, Pankratius, V, Peters, S, Plale, B, Pope, A, Ravela, S, Restrepo, J, Ridley, A, Samet, H & Shekhar, S 2019, 'Intelligent systems for geosciences: An essential research agenda', Communications of the ACM, vol. 62, no. 1, pp. 76-84. https://doi.org/10.1145/3192335

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title = "Intelligent systems for geosciences: An essential research agenda",

abstract = "A research agenda for intelligent systems that will result in fundamental new capabilities for understanding the Earth system.",

author = "Yolanda Gil and Pierce, {Suzanne A.} and Hassan Babaie and Arindam Banerjee and Kirk Borne and Gary Bust and Michelle Cheatham and Imme Ebert-Uphoff and Carla Gomes and Mary Hill and John Horel and Leslie Hsu and Jim Kinter and Craig Knoblock and David Krum and Vipin Kumar and Pierre Lermusiaux and Yan Liu and Chris North and Victor Pankratius and Shanan Peters and Beth Plale and Allen Pope and Sai Ravela and Juan Restrepo and Aaron Ridley and Hanan Samet and Shashi Shekhar",

note = "Funding Information: This work was sponsored in part by the Directorate for Computer and In formation Science and Engineering (CISE) and the Directorate for Geosciences (GEO) of the U.S. National Science Foundation under awards IIS-1533930 and ICER-1632211. We thank NSF CISE and GEO program directors for their guidance and suggestions, in particular Hector Mu{\~n}oz-Avila and Eva Zanzerkia for their guidance, and Todd Leen, Frank Olken, Sylvia Spengler, Amy Walton, and Maria Ze-mankova for suggestions and feedback. We also thank all the participants in the Research Coordination Network on Intelligent Systems for Geosciences for creating the intellectual space for productive discussions across these disciplines. Publisher Copyright: {\textcopyright} 2019 ACM.",

year = "2019",

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doi = "10.1145/3192335",

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AU - Gil, Yolanda

AU - Pierce, Suzanne A.

AU - Babaie, Hassan

AU - Banerjee, Arindam

AU - Borne, Kirk

AU - Bust, Gary

AU - Cheatham, Michelle

AU - Ebert-Uphoff, Imme

AU - Gomes, Carla

AU - Hill, Mary

AU - Horel, John

AU - Hsu, Leslie

AU - Kinter, Jim

AU - Knoblock, Craig

AU - Krum, David

AU - Kumar, Vipin

AU - Lermusiaux, Pierre

AU - Liu, Yan

AU - North, Chris

AU - Pankratius, Victor

AU - Peters, Shanan

AU - Plale, Beth

AU - Pope, Allen

AU - Ravela, Sai

AU - Restrepo, Juan

AU - Ridley, Aaron

AU - Samet, Hanan

AU - Shekhar, Shashi

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Intelligent systems for geosciences: An essential research agenda

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