Data-Driven Discovery

2021

Wang, C., Hazen, R.M., Cheng, Q., Stephenson, M.H., Zhou, C., Fox, P., Shen, S-Z., Oberhansli, R., Hou, Z., Ma, X., Feng,, Z., Fan, J., Ma, C., Hu, X., Luo, B., and Wang, J. (2021) The Deep-time Digital Earth Program: Data-driven Discovery in the Geosciences. National Science Review, nwab027. 

2020

Prabhu, A., Morrison, S., Eleish, A., Zhong, H., Huang, F., Golden, J., Perry, S., Hummer, D., Runyon, S., Fontaine, K., Krivovichev, S., Downs, R., Hazen, R., and Fox, P. (2020) Global Earth mineral inventory: A data legacy. Geoscience Data Journal.  http://dx.doi.org/10.1002/gdj3.106 

Gregory, D.D., C. Liu, S.M. Morrison, R.M. Hazen, M.J. Cracknell, R.R. Large, P. McGoldrick, S. Kuhn, M.J. Baker, N. Fox, I. Belousov, J.A. Steadman, A.J. Fabris, V.V. Maslennikov, T.W. Lyons, and M.C. Figueroa (2020) A comparison of random forests and cluster analysis to identify ore deposits type using LA-ICPMS analysis of pyrite, in Life with Ore Deposits on Earth – Proceedings of the 15th SGA Biennial Meeting, vol. 3, pp. 1274-1277, Society for Geology Applied to Mineral Deposits, Geneva, Switzerland, 2019. 

2019

Muscente, A.D., Bykova, N., Boag, T.H., Buatois, L.A., Mángano, M.G., Eleish, A., Prabhu, A., Pan, F., Meyer, M.B., Schiffbauer, J.D., Fox, P., Hazen, R.M, and Knoll, A.H. (2019) Ediacaran biozones identified with network analysis provide evidence for pulsed extinctions of early complex life. Nature Communications, 10, 911.   DOI: 10.1038/s41467-019-08837-3

Hazen, R.M., Downs, R.T., Elesish, A., Fox, P., Gagné, O., Golden, J.J., Grew, E.S., Hummer, D.R., Hystad, G., Krivovichev, S.V., Li, C., Liu, C., Ma, X., Morrison, S.M., Pan, F., Pires, A.J., Prabhu, A., Ralph, J., Runyon, S.E., and Zhong, H. (2019) Data-driven discovery in mineralogy: Recent advances in data resources, analysis, and visualization. China Engineering, 5, 397-405.  DOI: 10.1016/j.eng.2019.03.006

Liu, C., Runyon, S.E., Knoll, A.H., and Hazen, R.M. (2019) The same and not the same: Ore geology, mineralogy and geochemistry of Rodinia assembly versus other supercontinents. Earth Science Reviews, 196, 102860 (33 p.). DOI: 10.1016/j.earscirev.2019.05.004

2018

Morrison, S.M., Downs, R.T., Blake, D.F., Vaniman, D.T., Ming, D.W., Rampe, E.B., Bristow, T.F., Achilles, C.N., Chipera, S.J., Yen, A.S., Morris, R.V., Treiman, A.H., Hazen, R.M., Sarrazin, P.C., Fendrich, K.V., Morookian, J.M., Farmer, J.D., Des marais, D.J., and Craig, P.I. (2018) Relationships between unit-cell parameters and compositions for rock-forming minerals on Earth, Mars, and other extraterrestrial bodies. American Mineralogist, 103, 848-856.  DOI: 10.2138/am-2018-6123

Morrison, S.M., Downs, R.T., Blake, D.F., Vaniman, D.T., Ming, D.W., Rampe, E.B., Bristow, T.F., Achilles, C.N., Chipera, S.J., Yen, A.S., Morris, R.V., Treiman, A.H., Hazen, R.M., Sarrazin, P.C., Fendrich, K.V., Morookian, J.M., Farmer, J.D., Des Marais, D.J., and Craig, P.I. (2018) Crystal chemistry of martian minerals from Bradbury Landing through Naukluft Plateau, Gale crater, Mars. American Mineralogist, 103, 857-871.  DOI: 10.2138/am-2018-6124

2017

Morrison, S.M., Liu, C., Eleish, A., Prabhu, A., Li, C., Ralph, J., Downs, R.T., Golden, J.J., Fox, P., Hummer, D.R., Meyer, M.B., and Hazen, R.M. (2017) Network analysis of mineralogical systems. American Mineralogist, 102,1588-1596. DOI: 10.2138/am-2017-6104

Liu, C., Knoll, A., and Hazen, R.M. (2017) Geochemical and mineralogical evidence that Rodinia was unique. Nature Communications, 8, 1950. DOI: 10.1038/s41467-017-02095-x

Ma, X., Hummer, D., Golden, J.J., Fox, P.A., Hazen, R.M., Morrison, S.M., Downs, R.T., Madhikarmi, B., Wang, C., and Meyer, M.B. (2017) Using visualized exploratory data analysis to facilitate collaboration and hypothesis generation in cross-disciplinary research. International Journal of Data Science, 6, 368, 11 p. DOI: 10.3390/ijgi6110368.