Description |
v, 170 pages : illustrations (chiefly color), color maps ; 28 cm |
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text/unmediated/volume/ |
Subject |
Geoinformatics
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Geology -- Data processing.
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Series |
Special Paper ; 558 |
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Special papers (Geological Society of America) ; 558.
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Bibliography |
Includes bibliographical references. |
Contents |
Cyberinfrastructure for collecting and integrating geology field data: Community priorities and research agenda / Matty Mookerjee, Marjorie A. Chan, Yolanda Gil, Gurman Gill, Charles Goodwin, Terry L. Pavlis, Thomas F. Shipley, Taylor Swain, Basil Tikoff, Daniel Vieira -- Text mining and knowledge graph construction from geoscience literature legacy: A review / Chengbin Wang, Yuanjun Li, Jianguo Chen -- Ontology of the complex rare-earth elements mineral system / Hassan A. Babaie, Armita Davarpanah, W. Crawford Elliott -- Toward stronger coupling between technical infrastructures and institutional processes in data-intensive science / Matthew S. Mayernik -- Data science for geoscience: Recent progress and future trends from the perspective of a data life cycle / Xiaogang Ma -- ArcCI: A high-resolution aerial image management and processing platform for sea ice / Dexuan Sha, Anusha Srirenganathan Malarvizhi, Hai Lan, Xin Miao, Hongie Xie, Daler Khamidov, Kevin Wang, Seren Smith, Katherine Howell, Chaowei Yang -- Improving reproducibility of geoscience models with Sciunit / Raza Ahmad, Young Don Choi, Jonathan L. Goodall, David Tarboton, Ayman Nassar, Tanu Malik -- A scalable solution for running ensemble simulations for photovoltaic energy / Weiming Hu, Guido Cervone, Matteo Turilli, Andre Merzky, Shantenu Jha -- Geographically weighted regression in mineral exploration: A new application to investigate mineralization / Wenlei Wang, Jie Zhao, Qiuming Cheng -- Revealing Earth science code and data-use practices using the Throughput Graph Database / Andrea K. Thomer, Morgan F. Wofford, Michael C. Lenard, Socorro Dominguez Vidana, Simon J. Goring -- A review of cyberinfrastructure for machine learning and big data in the geosciences / Ziheng Sun, Nicoleta Cristea, Daniel Tong, Jason Tullis, Zachary Chester, Andrew Magill. |
Summary |
"The chapters in this Special Paper present the latest progress and discoveries in both the methodology and technology of geoinformatics. The methodologies, technologies, and best practices will make this volume a useful reference with long-term impacts for data-intensive geoscience in the next decade and beyond"-- Provided by publisher. |
Add Author |
Ma, Xiaogang, 1980- editor.
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Mookerjee, Matty, editor.
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Hsu, Leslie editor.
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Hills, Denise, editor.
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LC # |
QE48.8 .R43 2023 |
ISBN |
9780813725581 (paperback) |
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0813725585 (paperback) |
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