GSA Annual Meeting in Indianapolis, Indiana, USA - 2018

Session No. 246
Wednesday, 7 November 2018: 9:00 AM-6:30 PM
Halls J-K (Indiana Convention Center)

T40. Machine-Learning and Artificial-Intelligence Applications in the Geosciences (Posters)

GSA Geoinformatics and Data Science Division; GSA Energy Geology Division; GSA Sedimentary Geology Division; GSA Hydrogeology Division; GSA Geophysics and Geodynamics Division

Authors will be present from 4:30 to 6:30 PM.

 

Paper #
Booth #
53
DATA-DRIVEN APPROACH TO OBSERVING THE ELUSIVE ERODIBILITY COEFFICIENT
BERRY, Michael1, LIN, Youzuo2, RINEHART, Alex3, COBLENTZ, David2 and VAN WIJK, Jolante W.1, (1)Earth and Environmental Science, New Mexico Tech, 801 Leroy Place, Socorro, NM 87801, (2)Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM 87545, (3)New Mexico Bureau of Geology & Mineral Resources, New Mexico Tech, 801 Leroy Place, Socorro, NM 87801
54
APPLICATION OF MACHINE LEARNING TECHNIQUES TO PREDICT NITROGEN LEVELS IN THE MISSISSIPPI RIVER BASIN
ANAND, Srinivas, Indiana University, Bloomington, IN 47405 and WARD, Adam S., Dept. of Geography and Environmental Engineering, Johns Hopkins University, Baltimore, MD 21201
55
PRELIMINARY RESULTS ON CHARACTERIZING STRATIGRAPHIC, COMPOSITIONAL, AND TEXTURAL HETEROGENEITY OF LACUSTRINE SANDSTONE RESERVOIRS, UPPER TRIASSIC YANCHANG FORMATION, ORDOS BASIN, CHINA
YANG, Wan1, JU, Ziyue1, SHI, Hui2, WANG, Zhongnan2, LU, Yiran1 and LUO, Xiaorong2, (1)Geology and Geophysics Program, Missouri University of Science and Technology, Rolla, MO 65409, (2)Key Laboratory of Petroleum Resources Research, Chinese Academy of Sciences, Beijing, 100029, China
56
MULTI-SAMPLE COMPARISON OF DETRITAL ZIRCON AGE SPECTRA OF LOWER PALEOZOIC UNITS FROM THE VARISCAN-APPALACHIAN OROGENIC BELT
STEPHAN, Tobias, Technische Universität Bergakademie Freiberg, Institut für Geologie, Bernhard-von-Cotta Straße 2, Freiberg, 09599, Germany, KRONER, Uwe, Department of Geology, TU Bergakademie Freiberg, B. v. Cotta Str. 2, Freiberg, 09599, Germany; Technische Universität Bergakademie Freiberg, Institut für Geologie, Bernhard-von-Cotta Straße 2, Freiberg, 09599, Germany and ROMER, Rolf L., GeoForschungsZentrum Potsdam, Telegrafenberg, Potsdam, 14473, Germany
57
GLACIERNET: A NOVEL CONVOLUTIONAL NEURAL NETWORK APPLICATION FOR DEBRIS-COVERED GLACIER MAPPING
XIE, Zhiyuan1, HARITASHYA, Umesh K.2 and ASARI, Vijayan K.1, (1)Electrical & Computer Engineering, University of Dayton, 300 College Park Avenue, Dayton, OH 45469, (2)Department of Geology, University of Dayton, 300 College Park, Dayton, OH 45469
58
CROP-TYPE CLASSIFICATION BASED ON TIME-SERIES OF SPECTRAL INDICES AND MACHINE LEARNING FOR HYDROLOGICAL STUDIES
MOMM, Henrique, MCBRIDE, Miranda, EL KADIRI, Racha and PORTER, Wesley, Department of Geosciences, Middle Tennessee State University, Murfreesboro, TN 37132
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