The raw metatranscriptome data collected along the course of metaphenome incubation were trimmed and quality controlled.

The Commission collects data from electric utility balancing authority and planning areas in the United States. The Form 714 is authorized by the Federal Power Act and is a regulatory support requirement as provided by 18 CFR § 141.51 External Link . The data will be used to obtain a broad picture...

Basic Metadata Instrument ID 59534004 Instrument Name CEM-CLM Model Project ID 59534 Project Name IMMM SFA Release Date 2019-08-21T21:57:03 Release State released Release State Display Released Submitted 2019-08-09T21:14:34 Submitter ID 9136400 Submitter Name Anjana Devanand Internal Transaction ID...

A pre-trained convolutional neural network was fine-tuned for three separate classification tasks, distinguishing 2D images of: 1) single amino acids, 2) protein structural ball and stick images of metalloproteins, and 3) protein structural ball and stick images of metalloenzymes with the metal...

We present a dataset of structural relaxations of bulk ternary transition metal dichalcogenides (TMDs) computed via plane-wave density functional theory (DFT). We examined combinations of up to two chalcogenides with seven transition metals from groups 4-6 in octahedral (1T) or trigonal prismatic...

Ice nucleating particles (INPs) are a rare subset of atmospheric aerosol that can initiate primary ice formation and thus trigger cloud glaciation. There is a significant gap between our ability to measure INPs and to predict their concentrations and variability in large-scale weather and climate...

The demonstrated success of transfer learning has popularized approaches that involve pretraining models from massive data sources and subsequent finetuning towards a specific task. While such approaches have become the norm in fields such as natural language processing, implementation and...

Please cite as : McClure R.S., M.R. Garcia, S.P. Couvillion, and K.S. Hofmockel. 2022. 16s MSC-2 Leaveout Data. [Data Set] PNNL DataHub. https://doi.org/10.25584/PNNLDH/1986543 Understanding how microorganisms within a soil community interact to support collective respiration and growth remains...

Welcome to the Short-Lived Fission Product Gamma Data website! You will find experimental information as well as gamma spectra from the unseparated fission products of U-233, U-235, U-238, Np-237, and Pu-239 exposed to neutron spectra of various energies. The pdf file titled "Experimental and Data...

CMIP6 historical anthropogenic emissions data from 1980 - 2019 mapped to a 0.1° global grid. The underlying data is identical to that from the 0.5° v2021_04_21 version of this also available at this archive. The 0.5° data was downscaled to 0.1° using 0.1° proxy data from EDGAR. See: https://github...

ProxyTSPRD profiles are collected using NVIDIA Nsight Systems version 2020.3.2.6-87e152c and capture computational patterns from training deep learning-based time-series proxy-applications on four different levels: models (Long short-term Memory and Convolutional Neural Network), DL frameworks...

Version of previously released anthropogenic SO2 emissions data re-generated with altered spatial distributions for shipping emissions for use in the Emissions-MIP model inter-comparison project. Also included are 30% and 60% global reductions in shipping SO2 emissions.

Cu-Ni bilayers either without defects (pristine) or with a single vacancy in the nickel layer at the interface (1-Ni-1), in the copper layer at the interface (1-Cu-1), in the central nickel layer (1-Ni-3), or in the central copper layer (1-Cu-3) were relaxed under the application of shear in the...

Basic Metadata Instrument ID 59534013 Instrument Name Agent-based energy-water Model Project ID 595341002 Project Name Energy Water Nexus Release Date 2019-05-06T13:15:56 Release State released Release State Display Released Submitted 2019-05-06T16:59:34 Submitter ID 5324928 Submitter Name Casey...

Basic Metadata Instrument ID 59534010 Instrument Name BEND Model Project ID 595341002 Project Name Energy Water Nexus Release Date 2018-12-05T21:50:45 Release State released Release State Display Released Submitted 2018-12-05T20:28:24 Submitter ID 5324928 Submitter Name Casey Burleyson Internal...