Recent advancement in geoinformatics and data science / edited by Xiaogang Ma, Department of Computer Science, University of Idaho, Idaho, USA ; Matty Mookerjee, Department of Geology, Sonoma State University, Rohnert Park, California, USA ; Leslie Hsu, U.S. Geological Survey, Denver Federal Center, Denver, Colorado, USA ; Denise Hills, Geological Survey of Alabama, Energy Investigations,Tuscaloosa, Alabama, USA.

Format Book
PublicationBoulder, Colorado, USA : The Geological Society of America, 2023.
Copyright Date©2023
Descriptionv, 170 pages : illustrations (chiefly color), color maps ; 28 cm.
Subjects
Geoinformatics.
Geology--Data processing.

Other author/creatorMa, Xiaogang, 1980- editor.
Other author/creatorMookerjee, Matty editor.
Other author/creatorHsu, Leslie editor.
Other author/creatorHills, Denise editor.
Other author/creatorGeological Society of America.
SeriesThe Geological Society of America. Special paper, 0072-1077 ; 558
Special papers (Geological Society of America) ; 558. ^A20279
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, and Daniel Vieira -- Text mining and knowledge graph construction from geoscience literature legacy : A review / Chengbin Wang, Yuanjun Li, and Jianguo Chen -- Ontology of the complex rare-earth elements mineral system / Hassan A. Babaie, Armita Davarpanah, and 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, and Chaowei Yang -- Improving reproducibility of geoscience models with Sciunit / Raza Ahmad, Young Don Choi, Jonathan L. Goodall, David Tarboton, Ayman Nassar, and Tanu Malik -- A scalable solution for running ensemble simulations for photovoltaic energy / Weiming Hu, Guido Cervone, Matteo Turilli, Andre Merzky, and Shantenu Jha -- Geographically weighted regression in mineral exploration : A new application to investigate mineralization / Wenlei Wang, Jie Zhao, and 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, and 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, and Andrew Magill.
Abstract "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.
Bibliography noteIncludes bibliographical references.
Issued in other formOnline version: Recent advancement in geoinformatics and data science. Boulder, Colorado, USA : The Geological Society of America, 2023 9780813795584
LCCN 2022048276
ISBN9780813725581 (paperback)
ISBN0813725585 (paperback)
ISBN(ebook)

Availability

Library Location Call Number Status Item Actions
Joyner General Stacks QE48.8 .R43 2023 ✔ Available Place Hold