Small CNN Experiment Data Repository DataBase POC: andrew.engel@pnnl.gov This repository contains the data products created for the https://arxiv.org/pdf/2310.18612, "Efficient kernel surrogates for neural network-based regression", submitted to PNAS. As outlined in section 6.3, a small CNN model...

Extreme weather events, including fires, heatwaves(HWs), and droughts, have significant impacts on earth, environmental, and power energy systems. Mechanistic and predictive understanding, as well as probabilistic risk assessment of these extreme weather events, are crucial for detecting, planning...

Last updated on 2024-06-04T17:11:36+00:00 by LN Anderson PerCon SFA: Profiling sorghum-microbe interactions with a specialized photoaffinity probe identifies key sorgoleone binders in Acinetobacter pitti Mass spectrometry-based global proteome analysis and SoDA-PAL photoaffinity probe labeled...

Omics-LHV, West Nile Experiment WCD003 The purpose of this West Nile experiment was to obtain samples for omics analysis in mouse dendritic cell response to wild-type West Nile virus (WNV). Overall Design: Mouse dendritic cells (2 x 10^5) were treated with wild-type WNV and collected in parallel...

Rapid remodeling of the soil lipidome in response to a drying-rewetting event - Multi-Omics Data Package DOI Data package contents reported here are the first version and contain pre- and post-processed data acquisition and subsequent downstream analysis files using various data source instrument...

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...

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...

Please cite as : Anderson L.N., R. Wu, W.C. Nelson, J.E. McDermott, K.S. Hofmockel, and J.K. Jansson. 2021. IA-TmG.2.0 (Metagenome, IA). [Data Set] PNNL DataHub. https://doi.org/10.25584/IATmG2/1770333 Soil samples were collected in triplicate in the fall of 2017 across the three grassland locations...

Please cite as : Anderson L.N., R. Wu, W.C. Nelson, J.E. McDermott, K.S. Hofmockel, and J.K. Jansson. 2021. WA-TmG.2.0 (Metagenome, WA). [Data Set] PNNL DataHub. https://doi.org/10.25584/WATmG2/1770324​​​​​​​ Soil samples were collected in triplicate in the fall of 2017 across the three grassland...

Please cite as : Anderson L.N., R. Wu, W.C. Nelson, J.E. McDermott, K.S. Hofmockel, and J.K. Jansson. 2021. KS-TmG.2.0 (Metagenome, KS). [Data Set] PNNL DataHub. https://doi.org/10.25584/KSTmG2/1770332 Soil samples were collected in triplicate in the fall of 2017 across the three grassland locations...

Complete replicate terabase metagenome (TmG.2.0) of grassland soil microbiome collections from KPBS field site in Manhattan, KS. Metagenome (unclassified soil sequencing) Data DOI Package, version 2.0.

Complete replicate terabase metagenome (TmG.2.0) of grassland soil microbiome collections from IAREC field site in Prosser, WA. Metagenome (unclassified soil sequencing) Data DOI Package, version 2.0.

Complete replicate terabase metagenome (TmG.2.0) of grassland soil microbiome collections from COBS field site in Boone County, IA. Metagenome (unclassified soil sequencing) Data DOI Package, version 2.0.

The OSU/PNNL Superfund Research Program (SRP) represents a longstanding collaboration to quantify Polycyclic Aromatic Hydrocarbons (PAHs) at various superfund sites in the Pacific Northwest and assess their potential impact on human health. To link the chemical measurements to biological activity...

Systems Virology Lethal Human Virus, SARS-CoV Experiment SCL012 New uploads pending The purpose of this SARS experiment was to obtain samples for metabolome and lipidome analysis comparing wild type virus (icSARS) vs icSARS CoV deltaORF6 infected Human lung tissue 2B4 (Calu-3 clonal derivative)...