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Dataset
Input files for irrigation and paddy field implementation over South Asia in WRF-CLM4

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...

Dataset
Building America Climate Regions 2010 (v7.1)

Basic Metadata Instrument ID 59534010 Instrument Name BEND Model Project ID 595341002 Project Name Energy Water Nexus Release Date 2020-05-08T09:46:21 Release State released Release State Display Released Submitted 2020-05-08T16:45:21 Submitter ID 5324928 Submitter Name Casey Burleyson Internal...

Dataset
Data from Sun et al. (2019, JAMES, DOI: 10.1029/2019MS001831)

Basic Metadata Instrument ID 85016 Instrument Name 69209-ACME-SM-E3SM Project ID 69209 Project Name E3SM: A Global Climate Model Software Modernization Surge Release Date 2019-11-14T15:29:58 Release State released Release State Display Released Submitted 2019-11-14T20:37:23 Submitter ID 6355768...

Dataset
WRF-UCM CDD (cooling degree days) data

Basic Metadata Instrument ID 59534015 Instrument Name WRF Model Project ID 595341001 Project Name Land Use Land Cover Change Release Date 2019-09-17T06:08:39 Release State released Release State Display Released Submitted 2019-09-17T13:05:27 Submitter ID 10000000 Submitter Name Pouya Vahmani...

Dataset
Building America Climate Regions 2015 (v7.3)

Basic Metadata Instrument ID 59534010 Instrument Name BEND Model Project ID 595341002 Project Name Energy Water Nexus Release Date 2020-05-08T09:55:53 Release State released Release State Display Released Submitted 2020-05-08T16:55:11 Submitter ID 5324928 Submitter Name Casey Burleyson Internal...

Dataset
Figures and scripts from Taylor, et al's "A multi-scale calibration approach for process-oriented aggregated building energy demand models"

Basic Metadata Instrument ID 59534010 Instrument Name BEND Model Project ID 595341002 Project Name Energy Water Nexus Release Date 2019-08-27T16:50:04 Release State released Release State Display Released Submitted 2019-08-27T23:49:05 Submitter ID 8697218 Submitter Name Benjamin GT Stuermer Internal...

Dataset
EIA Form 714 Annual Electric Balancing Authority Area and Planning Area Report Dataset

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 ยง 141.51 External Link . The data will be used to obtain a broad picture...

Dataset
DOE Hanford Public Reading Room Holdings Data in SQL

This dataset is a SQL version of the Department of Energy (DOE) Public Reading Room holdings. It has been publicly available for decades. The Freedom of Information Act (FOIA) requires certain kinds of documents be made available to the public for inspection and copying. The collection includes...

Dataset
Multi-Species Complex and Standard Metabolomic Samples with Verified Truth Annotations

Data comprised of 204, 103, 89, 66, 30, and 16 gas chromatography mass spectrometry (GC-MS) runs from human cerebrospinal fluid (CSF), standards, human blood plasma, human urine, fungi species (A. niger, A. nidulans, T. reesei), and soil crust, respectively Across 4,523,251 candidate matches, 13,487...

Dataset
16s MSC-2 Leaveout Data

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...

Dataset
Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators

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...

Dataset
Dataset for Bioaerosols are the dominant source of warm-temperature immersion-mode INPs and drive uncertainties in INP predictability

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...

Dataset
MXY_DB, An open database of computed bulk ternary transition metal dichalcogenides

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...

Dataset
Classifying Metal-Binding Sites with Neural Networks

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...

Dataset
Model Soil Consortium 2 (MSC-2) Bacterial Isolate Genomes

Please cite as : McClure R.S., Y. Farris, R.E. Danczak, W.C. Nelson, H. Song, A. Kessler, and J. Lee, et al. 2022. Model Soil Consortium 2 (MSC-2) Bacterial Isolate Genomes. [Data Set] PNNL DataHub. https://doi.org/10.25584/PNNLDH/1986536 Model Soil Consortium 2 (MSC-2) Bacterial Isolate Genomes...

Biology
Earth System Science