Rice Research Data
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This multidisciplinary collection contains research datasets created by members of the Rice University community. Additional information about standards and support for curating research data can be found at the Research Data Services webpage.
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Browsing Rice Research Data by Author "Earth, Environmental, and Planetary Sciences"
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Item Can Deep Learning Predict Complete Ruptures in Numerical Megathrust Faults?(Rice University, 2021-08-18) Blank, David; Morgan, Julia; Earth, Environmental, and Planetary SciencesThis dataset accompanies the paper, "Can Deep Learning Predict Complete Ruptures in Numerical Megathrust Faults?". The directory contains full python codes used to create Convolutional Neural Networks and Long Short Term Memory Recurrent Neural Networks, along with the raw data used for training, testing, and validation. Since stochastic initialization of weights in the training process will result in slightly different parameterization of models trained with identical hyperparameters, we have also included the trained models we presented in the paper with this dataset as well.Item Data for the article: Pore fluid pressures and strength contrasts maintain frontal fault activity, northern Hikurangi(Rice University, 2020-07-29) French, Melodie; This work was funded by NSF EAR 1759127 to Melodie French and USSSP-IODP Subaward 66B(GG009393) 309 of NSF Award OCE1450528 to Julia Morgan.; Earth, Environmental, and Planetary SciencesThis data set archives the experimental rock deformation data reported in "Pore fluid pressures and strength contrasts maintain frontal fault activity, northern Hikurangi". In this paper, we present the results of five deformation experiments conducted on samples recovered during the Intergrated Ocean Drilling Program Expedition 375.Item Mechanical Strength of Water-Saturated Solnhofen Limestone at Elevated Temperatures(Rice University, 2021-10-07) French, Melodie; Zhu, Wenlu; Xiao, Xiaohui; Evans, Brian; Prior, David; National Science Foundation; U.S. Geological Survey; Earth, Environmental, and Planetary SciencesThe data is a record of the stress and strain during experimental deformation of Solnhofen limestone across its brittle (localized deformation) to ductile (distributed deformation) transition. We conducted conventional triaxial compression tests on both water-saturated and nominally dry cores of Solnhofen at temperatures up to 200 Celsius and effective confining pressures up to 350 MPa to evaluate the roles of pore water and temperature on the deformation mechanisms of low-porosity limestone at conditions of the upper crust.Item Mixed heating velocity scaling input files(Rice University, 2020-09-29) Lenardic, Adrian; Seales, Johnny; Moore, William B.; Weller, Matthew B.; Earth, Environmental, and Planetary SciencesThe input files were used to explore the effects of mixed heating on convective velocity scalingItem OW1 Data InOut(Rice University, 2020-08-20) Seales, Johnny; Lenardic, Adrian; Earth, Environmental, and Planetary SciencesThe parameter inputs and data outputs provided herein were used to establish the hypothesis that changes in deep water cycling lead to a multi-stage cooling of the Earth.Item Structural Geology and Evolution of the Sierra Madre Oriental During and After the Laramide Orogeny at the Latitude of Linares, NL., Mexico(Rice University, 2024) Gray, Gary G.; Farrell, Bill; Blank, David; Earth, Environmental, and Planetary SciencesThe folder contains fission track data and an associated model file for 100 samples distributed across eastern Mexico, from the US border to Chiapas. There are also plots of the model output for several times from latest Cretaceous through the Cenozoic.There is one additional spreadsheet that contains fluid inclusion homogenization temperatures from across Mexico.Item Ultrasonic measurements on Orocopia schist(Rice University, 2021-07-27) Fliedner, Celine; French, Melodie; Earth, Environmental, and Planetary SciencesThe purpose of the study is to calculate the speed of waves in a rock from the time of arrival. Four datasets are representing experimental measurements at 4 different experimental conditions. The data provided are waves measured in time, with amplitude and energy of the wave. The heading is the experimental setup.