V23I:
Data Science and Geochemistry: Applying a Data-Driven Approach in Geochemistry-Centric Studies Posters


Submit an Abstract to this Session


Session ID#: 43624

Session Description:
Driven by the increasing volume, variety and velocity of data, data mining methods have been applied in many scientific fields. The assemblage of large quantities of geochemical, mineralogical, geophysical, and geobiological data are demanding innovative analytic methods in data interpretation. We welcome presentations about collection efforts for big data, data mining techniques, and case studies of data interpretation, including but not limited to: 1) Earth surface processes and environmental geochemistry, e.g., delineating the impacts of natural and anthropogenic processes on water chemistry; 2) Geochemical evolution of the Earth, including both the solid Earth and the paleoclimate; 3) Geobiology, e.g., identifying relationships among metagenomics and physical/chemical parameters in a wide range of environments; and 4) Cross-disciplinary studies, e.g., the co-evolution of geosphere and biosphere, the integration of geophysical and geochemical characterizations of the critical zone systems.
Primary Convener:  Tao Wen, Pennsylvania State University, Earth and Environmental Systems Institute, University Park, PA, United States
Conveners:  Fang Huang, Rensselaer Polytechnic Institute, Tetherless World Constellation, Troy, NY, United States, Chao Liu, National Meteorological Centre, Beijing, China and Lisa Warden, Carnegie Institution for Science Washington, Washington, DC, United States
Primary Liaison:  Tao Wen, Pennsylvania State University, Earth and Environmental Systems Institute, University Park, PA, United States
Chairs:  Tao Wen, Syracuse University, Department of Earth and Environmental Sciences, Syracuse, NY, United States and Fang Huang, CSIRO, Mineral Resources, Kensington, WA, Australia
OSPA Liaison:  Tao Wen, Syracuse University, Department of Earth and Environmental Sciences, Syracuse, NY, United States
Co-Organized with:
Volcanology, Geochemistry and Petrology, Earth and Space Science Informatics, Biogeosciences, Earth and Planetary Surface Processes, and Hydrology

Cross-Listed:
  • B - Biogeosciences
  • EP - Earth and Planetary Surface Processes
  • H - Hydrology
  • IN - Earth and Space Science Informatics

Proposed Co-Organized Session with:
  • B - Biogeosciences
  • EP - Earth and Planetary Surface Processes
  • H - Hydrology
  • IN - Earth and Space Science Informatics
Index Terms:

0498 General or miscellaneous [BIOGEOSCIENCES]
1039 Alteration and weathering processes [GEOCHEMISTRY]
1065 Major and trace element geochemistry [GEOCHEMISTRY]
1914 Data mining [INFORMATICS]

Abstracts Submitted to this Session:

Mining of Chemistry Data Explains the Fate of Radium in Hydraulic Fracturing Wastewater (390761)
Bingjie Ouyang1, Devon J. Renock1, Joshua D Landis2 and Xiahong Feng3, (1)Dartmouth College, Hanover, NH, United States, (2)Dartmouth College, Department of Earth and Planetary Sciences, Hanover, United States, (3)Dartmouth College, Earth Sciences, Hanover, NH, United States
Statistical Evaluation of Conservative Solute Ratios of Brines from the Eastern United States Sedimentary Basins (450608)
John M. Bartos1, Daniel Gallagher2 and Thomas J Burbey1, (1)Virginia Polytechnic Institute and State University, Geosciences, Blacksburg, VA, United States, (2)Virginia Polytechnic Institute and State University, Department of Civil & Environmental Engineering, Blacksburg, VA, United States
Dynamic Interactions of Methanogens and Archean Earth Environment (437852)
Duo Cui, Department of Earth System Science, Tsinghua University, Beijing, China and Feng Tian, Tsinghua University, Beijing, China
Gold Favorability Modeling from Stream Sediment Geochemical Data using Fractal-Geospatial Approach: An Example from Sonakhan Greenstone Belt, India (366503)
Satyabrata Behera and Mruganka Kumar Panigrahi, Indian Institute of Technology Kharagpur, Department of Geology and Geophysics, Kharagpur, India
East African Rift Tephra Database [EARThD]: a compilation documenting and analyzing explosive volcanism in East Africa (374869)
Sara Mana, Salem State University, Salem, United States, Erin DiMaggio, Pennsylvania State University Main Campus, University Park, PA, United States and Karen Fontijn, Université Libre de Bruxelles, Département Géosciences, Environnement et Société (DGES), Brussels, Belgium
Potential Consequences of the Compositional Distribution of Trace Element Partitioning Experiments (382100)
Sui Tung, South Dakota School of Mines and Technology, Rapid City, SD, United States, Gokce K Ustunisik, American Museum of Natural History, Earth and Planetary Sciences, New York, United States; South Dakota School of Mines and Technology, Geology and Geological Engineering, Rapid City, SD, United States and Roger Nielsen, Oregon State University, CEOAS, Corvallis, OR, United States
Detecting anomalous methane in groundwater in shale gas production areas using big data (417222)
Tao Wen1, Mengqi Liu2, Josh Woda1, Guanjie Zheng2, Zhenhui (Jessie) Li2 and Susan Brantley1, (1)Pennsylvania State University, Earth and Environmental Systems Institute, University Park, PA, United States, (2)Pennsylvania State University, College of Information Sciences and Technology, University Park, PA, United States
Principal Component Analysis Reveals Diverse Mantle Melting at the Galápagos Plume–ridge Interaction Zone (386861)
Masaoki Uno1, Kenta Ueki2 and Tatsu Kuwatani2, (1)Tohoku University, Sendai, Japan, (2)JAMSTEC Japan Agency for Marine-Earth Science and Technology, Kanagawa, Japan
Open-source Data Processing in Stable Isotope Ratio Mass Spectrometry: New Software Packages for Efficient, Transparent and Reproducible IRMS Data Reduction (427622)
Sebastian Kopf, University of Colorado at Boulder, Geological Sciences, Boulder, CO, United States
Average Chemical Composition of Indian Shale Composite (432638)
Esha Ray, Indian Institute of Technology Kanpur, Kanpur, India and Debajyoti Paul, Indian Institute of Technology Kanpur, Department of Earth Sciences, Kanpur, India
Predicting Silicate Weathering Rates across the Continental United States (441702)
Shuang Zhang, Carnegie Institution for Science, Geophysical Laboratory, Washington, United States and Noah Planavsky, Yale University, Department of Earth and Planetary Sciences, New Haven, CT, United States
Application of multivariate statistics to geochemical and precipitation data to evaluate dissolved organic matter-trace element variability in a Coastal Bay (449120)
Sankar Manalilkada Sasidharan1, Padmanava Dash2, Yuehan Lu3, Varun Paul4, Andrew Mercer2 and Zikri Arslan5, (1)Mississippi State University, Mississippi State, MS, United States, (2)Mississippi State University, Department of Geosciences, Mississippi State, United States, (3)The University of Alabama, Geological Sciences, Tuscaloosa, AL, United States, (4)Mississippi State University, Geosciences, Mississippi State, MS, United States, (5)Jackson State University, Chemistry and Biochemistry, Jackson, MS, United States
New Bond-Valence Parameters for Inferring the Oxidation State of Transition Metals in Sulfide and Sulfosalt Minerals. (461669)
Olivier C Gagné, Carnegie Institution for Science Washington, Washington, DC, United States, Robert T Downs, University of Arizona, Tucson, AZ, United States, Shaunna M Morrison, Carnegie Institution for Science Washington, Geophysical Laboratory, Washington, DC, United States and Robert Hazen, Carnegie Institution for Science, Earth and Planets Laboratory, Washington, United States

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