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...

Understanding how microorganisms within a soil community interact to support collective respiration and growth remains challenging. Here we used a model substrate, chitin, and a synthetic Model Soil Consortium, MSC-2, to investigate how individual members of a microbial community contribute to...

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...

The raw bulk metagenomic data were trimmed and de-novo assembled. The assemblies were screened for viral contigs (by virsorter2, Deepvirfinder, VIBRANT, checkV) and binned to generate MAGs that were further refined by Hi-C read links.

Assembly product (viral contigs and MAGs) includes the dereplicated viral contigs and the finalized MAGs

Hi-C Viral Host Links: virus-host associations indicated by Hi-C sequencing were processed by Phase Genomics by folowing the protocal, https://www.biorxiv.org/content/10.1101/2021.06.14.448389v1.full

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...

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...

Basic Metadata Instrument ID 59534010 Instrument Name BEND Model Project ID 595341002 Project Name Energy Water Nexus Release Date 2019-04-22T14:31:15 Release State released Release State Display Released Submitted 2019-04-22T21:30:35 Submitter ID 5324928 Submitter Name Casey Burleyson Internal...

Basic Metadata Instrument ID 59534010 Instrument Name BEND Model Project ID 595341002 Project Name Energy Water Nexus Release Date 2019-04-23T15:35:09 Release State released Release State Display Released Submitted 2019-04-23T22:34:49 Submitter ID 5324928 Submitter Name Casey Burleyson Internal...

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...