cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13139/olcf/2297398
title: EAGLE-I Power Outage Data 2023.

description: The provided EAGLE-I historic dataset includes 1 year of power outage information at the county level for 2023 at 15-minute intervals collected by the EAGLE-I program at ORNL. The data has been collected from utilityâs public outage maps using an ETL process. The dataset details FIPS code, county name, state name, total number of customers without power, and a date/timestamp. Also included is the EAGLE-I coverage of each state for each year. For detailed metadata, refer to the metadata DOI.
DOI: 10.6084/m9.figshare.23240096.v1
title: Additional file 2 of Quantitative proteomics and phosphoproteomics reveal insights into mechanisms of ocnus function in Drosophila testis development

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.13278795.v1
title: Additional file 5 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 5: Table S1. Data Output Quality List.
DOI: 10.25582/data.2023-01.2705354/2297424
title: Data for EMSL Project 51287 from January 2023
DOI: 10.25582/data.2023-01.2710004/2297425
title: Data for EMSL Project 51287 from January 2023
DOI: 10.6084/m9.figshare.22191886
title: Cross-shelf penetrating fronts of buoyant coastal currents around the headland

description: All datasets used to plot figures in paper "Cross-shelf penetrating fronts of buoyant coastal currents around the headland ".
<br>
DOI: 10.25582/data.2023-01.2711442/2297426
title: Data for EMSL Project 51287 from January 2023
DOI: 10.6084/m9.figshare.13278804.v1
title: Additional file 8 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 8: Table S4. DEGs in the PPI network 1/2/3.
DOI: 10.25582/data.2023-02.2732762/2297427
title: Data for EMSL Project 51287 from February 2023
DOI: 10.25582/data.2023-01.2708706/2297428
title: Data for EMSL Project 51287 from January 2023
DOI: 10.6084/m9.figshare.13278780.v1
title: Additional file 11 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 11: Table S7. Information of the primers used in qRT-PCR.
DOI: 10.25582/data.2023-01.2709711/2297429
title: Data for EMSL Project 51287 from January 2023
DOI: 10.25582/data.2023-01.2706113/2297430
title: Data for EMSL Project 51287 from January 2023
DOI: 10.6084/m9.figshare.13278828.v1
title: Additional file 1 of The circular RNA circ-ERBIN promotes growth and metastasis of colorectal cancer by miR-125a-5p and miR-138-5p/4EBP-1 mediated cap-independent HIF-1α translation

description: Additional file 1.
DOI: 10.6084/m9.figshare.13278777
title: Additional file 10 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 10: Table S6. ABA-related DEGs in yellow module of WGCNA.
DOI: 10.6084/m9.figshare.13278807.v1
title: Additional file 9 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 9: Table S5. DEGs in yellow module of WGCNA.
DOI: 10.6084/m9.figshare.13278831.v1
title: Additional file 2 of The circular RNA circ-ERBIN promotes growth and metastasis of colorectal cancer by miR-125a-5p and miR-138-5p/4EBP-1 mediated cap-independent HIF-1α translation

description: Additional file 2.
DOI: 10.25582/data.2023-01.2709509/2297431
title: Data for EMSL Project 51287 from January 2023
DOI: 10.6084/m9.figshare.13278795
title: Additional file 5 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 5: Table S1. Data Output Quality List.
DOI: 10.6084/m9.figshare.13278804
title: Additional file 8 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 8: Table S4. DEGs in the PPI network 1/2/3.
DOI: 10.25582/data.2023-02.2732560/2297432
title: Data for EMSL Project 51287 from February 2023
DOI: 10.6084/m9.figshare.13278831
title: Additional file 2 of The circular RNA circ-ERBIN promotes growth and metastasis of colorectal cancer by miR-125a-5p and miR-138-5p/4EBP-1 mediated cap-independent HIF-1α translation

description: Additional file 2.
DOI: 10.25582/data.2023-01.2710423/2297433
title: Data for EMSL Project 51287 from January 2023
DOI: 10.6084/m9.figshare.13278801
title: Additional file 7 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 7: Table S3. TFs of down/up-regulated DEGs.
DOI: 10.25582/data.2023-01.2711012/2297434
title: Data for EMSL Project 51287 from January 2023
DOI: 10.6084/m9.figshare.13278828
title: Additional file 1 of The circular RNA circ-ERBIN promotes growth and metastasis of colorectal cancer by miR-125a-5p and miR-138-5p/4EBP-1 mediated cap-independent HIF-1α translation

description: Additional file 1.
DOI: 10.6084/m9.figshare.13278798.v1
title: Additional file 6 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 6: Table S2. The DEGs classified by K-means clustering.
DOI: 10.6084/m9.figshare.13278801.v1
title: Additional file 7 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 7: Table S3. TFs of down/up-regulated DEGs.
DOI: 10.25582/data.2023-01.2710019/2297435
title: Data for EMSL Project 51287 from January 2023
DOI: 10.6084/m9.figshare.13278780
title: Additional file 11 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 11: Table S7. Information of the primers used in qRT-PCR.
DOI: 10.6084/m9.figshare.13278777.v1
title: Additional file 10 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 10: Table S6. ABA-related DEGs in yellow module of WGCNA.
DOI: 10.6084/m9.figshare.13278798
title: Additional file 6 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 6: Table S2. The DEGs classified by K-means clustering.
DOI: 10.6084/m9.figshare.13278807
title: Additional file 9 of Deficiencies in the formation and regulation of anther cuticle and tryphine contribute to male sterility in cotton PGMS line

description: Additional file 9: Table S5. DEGs in yellow module of WGCNA.
DOI: 10.25582/data.2023-02.2732513/2297436
title: Data for EMSL Project 51287 from February 2023
DOI: 10.6084/m9.figshare.13278810
title: Additional file 1 of Identification and validation of quantitative trait loci for kernel traits in common wheat (Triticum aestivum L.)

description: Additional file 1 Table S1 Analysis of variance for the investigated traits of the PG-RIL in four environments. Table S2 Putative additive QTL associated with kernel related traits in four environments. Table S3 Epistatic effects and environmental interactions of QTLs for TKW, KL, KW and KL/W in wheat detected from the PG-RIL population. Table S4 QTL × environment interactions for TKW, KL, KW and KL/W in wheat detected from the PG-RIL population. Table S5 Unconditional and conditional QTLs for TKW in wheat. Table S6 Annotated genes harbored in the interval of QTkw.cas-7D.2 and QKw.cas-7D.1. Table S7 Detailed information on a natural population consisted of 141 cultivar/lines and their alleles of TaFT-D1. Table S8 Detailed information on 150 landraces and 172 modern cultivars and their alleles of TaFT-D1. Table S9 Primers used in this study.
DOI: 10.6084/m9.figshare.13278810.v1
title: Additional file 1 of Identification and validation of quantitative trait loci for kernel traits in common wheat (Triticum aestivum L.)

description: Additional file 1 Table S1 Analysis of variance for the investigated traits of the PG-RIL in four environments. Table S2 Putative additive QTL associated with kernel related traits in four environments. Table S3 Epistatic effects and environmental interactions of QTLs for TKW, KL, KW and KL/W in wheat detected from the PG-RIL population. Table S4 QTL × environment interactions for TKW, KL, KW and KL/W in wheat detected from the PG-RIL population. Table S5 Unconditional and conditional QTLs for TKW in wheat. Table S6 Annotated genes harbored in the interval of QTkw.cas-7D.2 and QKw.cas-7D.1. Table S7 Detailed information on a natural population consisted of 141 cultivar/lines and their alleles of TaFT-D1. Table S8 Detailed information on 150 landraces and 172 modern cultivars and their alleles of TaFT-D1. Table S9 Primers used in this study.
DOI: 10.5281/zenodo.4641960
title: Molecules used to train generative models

description: This directory contains sets of molecules used to train chemical language models in the paper, "Learning generative models of molecules from limited training examples." Between 1,000 and 500,000 molecules were sampled from each of four chemical databases (ChEMBL, COCONUT, GDB, and ZINC). These molecules were represented using either the SMILES, DeepSMILES, or SELFIES formats. For molecules in the SMILES format, data augmentation was also performed by enumerating non-canonical SMILES, with augmentation factors of 3x, 10x, or 30x. For each training dataset size, ten independent samples were drawn to assess variability. Separately, the Diversity.zip archive contains samples of between 1,000 and 10,000 molecules used to evaluate the impact of chemical diversity on model performance. These training sets were constructed by randomly sampling one molecule as a 'founder', then filtering the remaining molecules in the database based on their Tanimoto coefficient to the 'founder' molecule. Twenty independent samples were drawn from each of the GDB, ChEMBL, and ZINC databases for Tanimoto coefficients in the range from 0 to 0.15 (GDB) or 0.2 (ChEMBL, ZINC).
DOI: 10.5281/zenodo.4767308
title: WRF-Chem output- NO2 and O3 concentrations for the base case and each emission scenario

description: We conducted WRF-Chem simulations for March 2016 covering the Catalonia domain with a spin-up. Six air quality simulations are performed under each emission scenario (75%, 50%, 25%, 15%, 10%, and 5% reduction on traffic emissions) and compared with the base case scenario simulation (no reduction in traffic emissions) for the period of March 2016 to study the impact of the lockdown measures on air quality and how teleworking can improve the air pollution over the AMB.
DOI: 10.5281/zenodo.5121557
title: Data Set-vaccine allocation

description: All are about the original data or result data in the article of "A Spatial and Dynamic Solution for how to Allocate the COVID-19 Vaccine in the Context of Limited Supply"
DOI: 10.5281/zenodo.5266426
title: Code related to article "The antibody response to SARS-CoV-2 infection persists over at least 8 months in symptomatic patients"

description: This code is related to article "The antibody response to SARS-CoV-2 infection persists over at least 8 months in symptomatic patients" Abstract The factors involved in the persistence of antibodies to SARS-CoV-2 are unknown. We evaluated the antibody response to SARS-CoV-2 in personnel from 10 healthcare facilities and its association with individuals’ characteristics and COVID-19 symptoms in an observational study. We enrolled 4735 subjects (corresponding to 80% of all personnel) over a period of 5 months when the spreading of the virus was drastically reduced. For each participant, we determined the rate of antibody increase or decrease over time in relation to 93 features analyzed in univariate and multivariate analyses through a machine learning approach. In individuals positive for IgG ( ≥ 12 AU/mL) at the beginning of th study, we found an increase [p= 0.0002] in antibody response in symptomatic subjects, particularly with anosmia/dysgeusia (OR 2.75, 95% CI 1.753 – 4.301), in a multivariate logistic regression analysis. This may be linked to the persistence of SARS-CoV-2 in the olfactory bulb.
DOI: 10.5281/zenodo.5509881
title: Data from: Cryogenic land surface processes shape vegetation biomass patterns in northern European tundra

description: Tundra ecosystems have experienced changes in vegetation composition, distribution, and productivity over the past century due to climate warming. However, the increase in above-ground biomass (AGB) may be constrained by cryogenic land surface processes (LSP) that cause topsoil disturbance and variable microsite conditions. These effects have remained unaccounted for in tundra biomass models, although they can impact multiple opposing feedbacks between the biosphere and atmosphere, ecosystem functioning and biodiversity. Here, by using field-quantified data from northern Europe, remote sensing, and machine learning, we show that LSP substantially constrain AGB in tundra. The three surveyed LSP (cryoturbation, solifluction and nivation) collectively reduced AGB by an average of 123.0 g m<sup>-2 </sup>(-30.0%). This effect was significant over landscape positions and was especially pronounced in snowbed environments, where the mean reduction in AGB was 57.3%. Our results imply that LSP are pivotal in shaping future patterns of tundra biomass, as long as cryogenic ground activity is retained by climate warming. These are the key data and codes related from Aalto et al., (2021).
DOI: 10.6084/m9.figshare.1466917
title: Data file for Comes-F

description: This data set represent the raw data used to develop the first french contact matrices
DOI: 10.6084/m9.figshare.15146955
title: Glass embayment compositions and water contents.xlsx

description: Dataset of the point and line analysis of the glass chemical composition and calculated water contents in glass embayments found in the phenocrysts of the products of the caldera-forming eruption of the Aira caldera.
DOI: 10.15156/bio/786375
title: UNITE USEARCH/UTAX release for Fungi

description: Reference file for USEARCH/UTAX. For optimized parameters and further information, please refer to the UTAX UNITE page. This is the "dynamic" release of the UNITE species hypotheses system, with singleton species hypotheses included. Any parts of the 18S and 28S are left in these sequences. This reference file can be used for ITS1-only or ITS2-only sequences if parameters trained on ITS1 or 2 only ('taxconfs' files) are used. ITS regions can be extracted using the ITSx tool.
DOI: 10.17632/mfdz7wg7dm.2
title: Program code for the calculation of the cantilever sensitivities and correspondent phase shift of the piezoresponse force microscopy signal

description: The developed theoretical model for the cantilever sensitivity is constructed in Wolfram Mathematica interactive code allowing to estimate bending, buckling and twisting sensitivities of the cantilevers with given parameters, and calculate the critical point of the laser spot position on the cantilever eliminating the buckling motion. The other supplemented program code can be used to evaluate the PFM phase shift from the reported vectorial model.
DOI: 10.18434/mds2-2300
title: Results of single-cell and single-transcript measurements collected for Bias and Resolvability Attribution using Split Samples (BRASS) study
DOI: 10.5281/zenodo.3923245
title: Results from blind survey of LEO using MWA

description: The attached data contains the measurements of the transient RFI events detected using the RFISeeker software in the 20 hours of blind survey conducted using the MWA in the FM band. The data contains the time, frequency, and position (ra-dec, alt-az, x,y) of the events (x,y pixel location when images using WSClean with -size 1400 1400 -scale 5amin -weight natural). The metadata contains the information to recreate the WCS object of each of these observations.
DOI: 10.5281/zenodo.4704627
title: Data from 'Enhanced vertical mixing in the glacial ocean inferred from sedimentary carbon isotopes'

description: UVic model simulations to Wilmes et al. (2021), Enhanced vertical mixing in the glacial ocean inferred from sedimentary carbon isotopes, Communications Earth and Environment Last 600 years (last 6 datapoints of the simulations (45:50)) used for analysis. File names correspond to run names in the manuscript where details on the run-setups can be found.
DOI: 10.5281/zenodo.5211530
title: Code and figure data from "Projections of northern hemisphere extratropical climate underestimate internal variability and hence uncertainty"

description: Code and figure data from "Projections of northern hemisphere extratropical climate underestimate internal variability and hence uncertainty".
DOI: 10.5281/zenodo.5266408
title: Dataset related to article "The antibody response to SARS-CoV-2 infection persists over at least 8 months in symptomatic patients"

description: This set of data is related to article "The antibody response to SARS-CoV-2 infection persists over at least 8 months in symptomatic patients" Abstract The factors involved in the persistence of antibodies to SARS-CoV-2 are unknown. We evaluated the antibody response to SARS-CoV-2 in personnel from 10 healthcare facilities and its association with individuals’ characteristics and COVID-19 symptoms in an observational study. We enrolled 4735 subjects (corresponding to 80% of all personnel) over a period of 5 months when the spreading of the virus was drastically reduced. For each participant, we determined the rate of antibody increase or decrease over time in relation to 93 features analyzed in univariate and multivariate analyses through a machine learning approach. In individuals positive for IgG ( ≥ 12 AU/mL) at the beginning of th study, we found an increase [p= 0.0002] in antibody response in symptomatic subjects, particularly with anosmia/dysgeusia (OR 2.75, 95% CI 1.753 – 4.301), in a multivariate logistic regression analysis. This may be linked to the persistence of SARS-CoV-2 in the olfactory bulb.
DOI: 10.5281/zenodo.5514324
title: Infant Gray Matter Development

description: Source data associated with Infant gray matter development project. All source data and codes files are also available on Github: https://github.com/VPNL/babies_graymatter
DOI: 10.5285/d80f5c86-89a7-46d6-8718-47e3d34ab368
title: Borehole optical televiewer (OPTV) logs of boreholes drilled into Khumbu Glacier, Nepal, in 2017 and 2018 as part of EverDrill research project

description: These are digital optical televiewer (OPTV) logs of four boreholes drilled by hot water to various depths (see Instrumented Borehole Info) in Khumbu Glacier, Nepal. Boreholes were drilled in May 2017 and 2018 to investigate the internal properties of Khumbu Glacier, specifically ice thickness, temperature, deformation and structure, as part of the NERC-funded 'EverDrill' research project.

        Funding was provided by the NERC grant NE/P00265X/1 and NE/P002021/1.
description: The datasets are optical televiewer logs from four boreholes drilled to various depths (see Instrumented Borehole Info) in Khumbu Glacier, Nepal, in May 2017 and 2018. They were acquired using slimhole logging equipment manufactured by Robertson Geologging Ltd.
description: Logs were acquired using Robertson Geologging OPTV probe, mini winch and Micrologger II.

        Most, but not all, OPTV logs are at a resolution of 360 pixels around the borehole, and at a vertical resolution of 1 mm.
description: Images are unaltered from those logged in the field. The OPTV technique is described by Hubbard et al. (2008).
DOI: 10.6084/m9.figshare.12248735
title: Global and regional drivers of land-use emissions in 1961-2017

description: The Comprehensive Accounting of Land-Use Emissions (CALUE) database includes historical estimates of country-, process-, GHG- and product-specific land-use emissions (from both agricultural and land-use change emissions) from 1961 to 2017. <br><br>For methods and discussion, see the recommended citation: Chaopeng Hong, Jennifer A. Burney, Julia Pongratz, Julia E.M.S. Nabel, Nathaniel D. Mueller, Robert B. Jackson, and Steven J. Davis. Global and regional drivers of land-use emissions in 1961-2017, <i>Nature</i>, v. xx, p. xxx-xxx, doi: 10.1038/s41586-020-03138-y. <br>
DOI: 10.6084/m9.figshare.13142768
title: Metadata record for the manuscript: Co-producing urban knowledge in Angola and Mozambique: towards meeting SDG 11

description: <b>Summary</b>This metadata record provides details of the data supporting the claims of the related manuscript: “Co-producing urban knowledge in Angola and Mozambique: towards meeting SDG 11”.The related study presents findings from a research project conducted in the cities of Luanda, Angola and Maputo, Mozambique which used citizen science to generate data on the indicators of standalone urban goal 11 adopted as part of the 17 UN Sustainable Development Goals (SDGs) and used these data to inform more inclusive, sustainable and participatory urban planning and policymaking. SDG 11 is encapsulated as the need to make cities in Africa ‘more inclusive, safe, resilient and sustainable’.<br><b>Data access</b>Data sets generated during and/or analyzed during the current study are available (in Portuguese) via DataFirst, the only African open access research data service and repository: https://www.datafirst.uct.ac.za/dataportal/index.php/catalog/central/about. Prospective users must register with DataFirst and agree to terms and conditions of use prior to being provided access to the data. The questionnaires, technical documents and reports that describe the survey process and the key results for ‘Angola - Sustainable Cities Survey 2018, Luanda’ are available at https://doi.org/10.25828/ed1q-2q89, and for ‘Mozambique - Sustainable Cities Survey 2019, Maputo’ at https://doi.org/10.25828/acd7-7q30.<br>The SDG indicator classification by tiers which underlie Box 1 in the related manuscript are publicly available at https://unstats.un.org/sdgs/indicators/indicators-list/ and https://unstats.un.org/sdgs/iaeg-sdgs/tier-classification/. The SDG 11 Targets, indicators and current tier classification that underlie Table 1 in the related manuscript are publicly available at https://unstats.un.org/sdgs/iaeg-sdgs/tier-classification/. Access to the original sources of the SDG 11 indicator data availability, which underlie Table 2 in the related manuscript, for Angola are publicly available at https://www.ine.gov.ao/images/Populacao_Sociedade/Relatorio_ODS_FINAL.pdf and for Mozambique can be requested from the corresponding author, Sylvia Croese (sylviacroese@gmail.com).