Browsing Tetherless World Publications by Author "Ralph, J."

Now showing items 1-17 of 17

    • Advanced Analytical and Visualization Techniques Applied to Mineral Evolution and Ecology 

      Morrison, S.M.; Prabhu, Anirudh; Eleish, Ahmed; Pan, Feifei; Zhong, H.; Fox, Peter; Perry, S.N.; Liu, C.; Runyon, S.E.; Krivovichev, S.V.; Ralph, J.; Golden, J.J.; Downs, R.T.; Hazen, Robert (GSA, 2018-01-01)

    • Affinity analysis of mineral co-occurrence: Predicting unknown mineral occurrences with machine learning 

      Morrison, S.M.; Prabhu, Anirudh; Eleish, Ahmed; Narkar, S.; Fox, Peter; Golden, J.; Downs, R.; Perry, S.; Burns, P.; Ralph, J.; Hazen, Robert (ADS, 2020)
      The expansion of mineralogical data resources facilitates the development of predictive methods, such as affinity analysis [1], that identify the location of previously unknown mineral occurrences, deposits or geologic ...

    • Affinity analysis of mineral co-occurrence: Predicting unknown mineral occurrences with machine learning 

      Morrison, S.M.; Prabhu, Anirudh; Eleish, Ahmed; Narkar, S.; Fox, Peter; Golden, J. J.; Downs, R. T.; Perry, S.; Burns, R. T.; Ralph, J.; Hazen, Robert (ADS, 2020-12)
      The expansion of mineralogical data resources facilitates the development of predictive methods, such as affinity analysis [1], that identify the location of previously unknown mineral occurrences, deposits or geologic ...

    • Application of Advanced Analytics and Visualization in Mineral Systems 

      Morrison, SM; Prabhu, Anirudh; Eleish, Ahmed; Pan, Feifei; Zhong, Hao; Huang, Fang; Fox, Peter; Ma, Xiaogang; Ralph, J.; Golden, J.; Downs, R. (Acta Geologica Sinica, 2019-05-01)
      The key to answering many compelling and complex questions in Earth, planetary, and life science lies in breaking down the barriers between scientific fields and harnessing the integrated, ...

    • Characterizing carbon mineralogy through Earth history with data-driven techniques 

      Morrison, S.M.; Eleish, Ahmed; Prabhu, Anirudh; Fox, Peter; Ralph, J.; Golden, J.J.; Downs, R.T.; Liu, C.; Runyon, S.E.; Hazen, Robert (EGU, 2018-01-01)

    • Characterizing carbon mineralogy through Earth history with data-driven techniques 

      Morrison, S.M.; Eleish, Ahmed; Prabhu, Anirudh; Fox, Peter; Ralph, J.; Golden, J.J.; Downs, R.T.; Liu, C.; Runyon, S.E.; Hazen, Robert (EGU, 2018-01-01)

    • Copper mineral ecology and network analysis through deep time 

      Morrison, S.M.; Eleish, Ahmed; Liu, C.; Prabhu, Anirudh; Zhong, H.; Fox, Peter; Golden, J.J.; Ralph, J.; Downs, R.T.; Hystad, G.; Meyer, H.; Hummer, D.R.; Hazen, Robert (DCO, 2017)
      Network analysis techniques (Kolaczyk, 2009; Newman, 2013) have been applied to the evaluation, characterization, and visualization of many complex, multidimensional systems, including biology Costanzo, 2016), sociology ...

    • Creating, Managing and Evaluating Data Legacies: Updates on the Global Earth Mineral Inventory 

      Prabhu, Anirudh; Morrison, SM; Eleish, Ahmed; Zhong, Hao; Huang, Fang; Golden, JJ; Perry, S.; Hummer, DR; Ralph, J.; Runyon, SE.; Fontaine, Kathleen. (AGU, 2019-12-09)
      Geologists and geology enthusiasts have collected mineral samples and compiled data about these samples for centuries. Datasets like those found at ‘RRUFF.info’ and ‘Mindat.org’ have documented nearly all known mineral ...

    • Data-Driven Discovery in Mineralogy: Recent Advances in Data Resources, Analysis, and Visualization 

      Hazen, Robert; Downs, R. T.; Eleish, Ahmed; Fox, Peter; Gagné, O. C.; Golden, J. J.; Grew., E. S; Hummer, D. R.; Hystad, G.; Krivovichev, S. V.; Li, C.; Liu, C.; Ma, Xiaogang; Morrison, S.M.; Pan, FeiFei; Pires, A. J.; Prabhu, Anirudh; Ralph, J.; Runyon, S. E.; Zhong, Hao (2019)
      Large and growing data resources on the diversity, distribution, and properties of minerals are ushering in a new era of data-driven discovery in mineralogy. The most comprehensive international mineral database is the IMA ...

    • Data-driven exploration of copper mineralogy and its application to Earth's near-surface oxidation 

      Morrison, S.M.; Eleish, Ahmed; Runyon, S.; Prabhu, Anirudh; Fox, Peter; Ralph, J.; Golden, J.; Downs, R.T.; Liu, C.; Meyer, M.; Hazen, Robert (AGU, 2017-01-01)

    • Exploiting mineral data: applications to the diversity, distribution, and social networks of copper minerals 

      Morrison, Shaunna; Downs, Robert; Golden, J.J.; Pires, AJ; Fox, Peter; Zednik, S.; Eleish, Ahmed; Prabhu, Anirudh; Hummer, D.R.; Liu, C.; Meyer, M.; Ralph, J.; Hystad, G.; Hazen, Robert (AGU, 2016)
      We have developed a comprehensive database of copper (Cu) mineral characteristics. These data include crystallographic, paragenetic, chemical, locality, age, structural complexity, and physical property information for the ...

    • Exploring Carbon Mineral Systems: Recent Advances in C Mineral Evolution, Mineral Ecology, and Network Analysis 

      Morrison, Shaunna; Buongiorno, Joy; Downs, Robert; Eleish, Ahmed; Fox, Peter; Giovannelli, Donato; Hummer, D.R.; Hystad, G.; Kellogg, L.H.; Kreylos, Oliver; Krivovichev, S.; Liu, C.; Merdith, A.; Prabhu, Anirudh; Ralph, J.; Runyon, S.E.; Zahirovic, Sabin; Hazen, Robert (Frontiers in Earth Science, 2020-08-27)
      Large and growing data resources on the spatial and temporal diversity and distribution of the more than 400 carbon-bearing mineral species reveal patterns of mineral evolution and ecology. Recent advances in analytical ...

    • Exploring Carbon Mineral Systems: Recent Advances in C Mineral Evolution, Mineral Ecology, and Network Analysis 

      Morrison, S.M.; Buongiorno, J.; Downs, R. T.; Eleish, Ahmed; Fox, Peter; Giovannelli, D.; Golden, J. J.; Hummer, D.R.; Hystad, G.; Kellogg, L. H.; Kreylos, O.; Krivovichev, S. V.; Liu, C.; Merdith, A.; Prabhu, Anirudh; Ralph, J.; Runyon, S. E.; Zahirovic, S.; Hazen, Robert (Frontiers in Earth Science, 2020-08)
      Large and growing data resources on the spatial and temporal diversity and distribution of the more than 400 carbon-bearing mineral species reveal patterns of mineral evolution and ecology. Recent advances in analytical ...

    • Global earth mineral inventory: A data legacy 

      Prabhu, Anirudh; Morrison, Shaunna; Eleish, Ahmed; Zhong, Hao; Huang, Fang; Golden, J.J.; Perry, Samuel; Hummer, D.; Ralph, J.; Runyon, S.E.; Fontaine, Kathy; Krivovichev, S.; Downs, Robert; Hazen, Robert; Fox, Peter (GeoScience Data Journal, 2020-08-04)
      Minerals contain important clues to understanding the complex geologic history of Earth and other planetary bodies. Therefore, geologists have been collecting mineral samples and compiling data about these samples for ...

    • Network analysis of mineralogical systems 

      Morrison, S.M.; Liu, C.; Eleish, Ahmed; Prabhu, Anirudh; Li, C.; Ralph, J.; Downs, R. T.; Golden, J. J.; Fox, Peter; Hummer, D. R.; Meyer, M. B.; Hazen, Robert (American Mineralogist, 2017-07-31)
      A fundamental goal of mineralogy and petrology is the deep understanding of mineral phase relationships and the consequent spatial and temporal patterns of mineral coexistence in rocks, ore bodies, sediments, meteorites, ...

    • Recent advances in mineral evolution and ecology via big data analytics and visualization 

      Morrison, S.M.; Prabhu, Anirudh; Eleish, Ahmed; Pan, Feifei; Fox, Peter; Ralph, J.; Golden, J.J.; Downs, R.T.; Liu, C.; Runyon, S.E.; Hazen, Robert (IMA, 2018-01-01)

    • The Mineral Evolution Database and data model derived visualizations 

      Golden, J.J.; Pires, A.J.; Ralph, J.; Hystad, G.; Morrison, S.M.; Ma, X.; Hummer, D.; Liu, C.; Eleish, Ahmed; Prabhu, Anirudh; Runyon, S.; Downs, R.T.; Hazen, Robert (DCO, 2018-01-01)