cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18712/nsd-nsd2742-v2
title: Science and Business in Arctic Environmental Governance, 2019

description: Many accounts of Arctic governance acknowledge that non-state actors have exercised important influence at critical junctures in regional politics. However, we know little about the role of science and business actors in contemporary Arctic governance. POLGOV seeked to address this gap with two main research tasks. First, how and why science and business actors' knowledge claims have gained purchase (or failed to do so) in two Arctic policy fields were assessed. Looking at policy developments in regional biodiversity politics and the development of oil spill prevention/response mechanisms, changes were traced in how the policy problems have been understood over time (process tracing) and seek to map and understand relationships between policy field ‘players’ (network analysis). These are the input data received for the AERI ranking of oil, gas and mining companies operating in the Arctic.
DOI: 10.18712/nsd-nsd3161-v3
title: Level of Living Survey on Working Conditions 2022, Detailed Industry Information

description: Statistics Norway has carried out level of living surveys since 1973, and from 1996 surveys have been carried out annually. The Level of Living Survey on the topic of working conditions had previously been carried out in 1996, 2000, 2003, 2006, 2009, 2013, 2016 and 2019. The Level of Living Survey on Working Conditions aims to map different working environment conditions among employees in Norway. The survey now takes place every 3 years, and covers topics such as attachment to the workplace, physical, chemical and ergonomic working environment, psychosocial working environment, work-related health problems and sickness absence and requirements and opportunities for self-determination at work.

For the Level of Living Survey on Working Conditions 2022, a nationally representative sample of approximately 35 000 people aged 18-66 was drawn. Data was collected using telephone interviews and a self-administered web form in the period August 2022 to April 2023. In Statistics Norway, the Division for income and living conditions statistics has the professional responsibility for the survey, the data collection is carried out by the Division for personal surveys.

This version of the Level of Living Survey on Working Conditions 2022 includes more detailed information about industry than the main file. The data file can be used to create NOAs industry classification. To preserve anonymity, the data file contains less registry variables and the age variable is grouped.
DOI: 10.15468/dl.t9m4uk
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sclerophrys kerinyagae (Keith, 1968)"
 ]
}

 The dataset includes 309 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011422-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wd54xp
title: Occurrence Download

description: A dataset containing 19752 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noctiluca scintillans (Macartney) Kof. & Swezy"
 ]
}

 The dataset includes 19752 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049902-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13131562
title: LAG-3 blockade reactivates the CD8+ T cell expansion program to re-expand contracted clones in the tumor

description: Code and data for review of manuscript
DOI: 10.5281/zenodo.13131563
title: LAG-3 blockade reactivates the CD8+ T cell expansion program to re-expand contracted clones in the tumor

description: Code and data for review of manuscript
DOI: 10.5281/zenodo.13744765
title: LAG-3 blockade reactivates the CD8+ T cell expansion program to re-expand contracted clones in the tumor

description: Code and data for review of manuscript
DOI: 10.5281/zenodo.13744550
title: Data described in the article "Nitrogen-Containing Flavonoids─Preparation and Biological Activity"

description: The dataset includes supplementary data, i.e. the results of optimization of Ullmann reaction, cellular antioxidant and anti-inflammatory activity, cytotoxicity, antibacterial activity, and molecular docking, 1H, 13C{1H} NMR data, HPLC, and HRMS analyses  of the study titled "Nitrogen-Containing Flavonoids─Preparation and Biological Activity" available here: https://doi.org/10.1021/acsomega.4c04627
DOI: 10.5281/zenodo.13744551
title: Data described in the article "Nitrogen-Containing Flavonoids─Preparation and Biological Activity"

description: The dataset includes supplementary data, i.e. the results of optimization of Ullmann reaction, cellular antioxidant and anti-inflammatory activity, cytotoxicity, antibacterial activity, and molecular docking, 1H, 13C{1H} NMR data, HPLC, and HRMS analyses  of the study titled "Nitrogen-Containing Flavonoids─Preparation and Biological Activity" available here: https://doi.org/10.1021/acsomega.4c04627
DOI: 10.34740/kaggle/dsv/9365734
title: ⏳ endoflife.date database (duckdb)
DOI: 10.15468/dl.4abd4z
title: Occurrence Download

description: A dataset containing 877 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sclerophrys kisoloensis (Loveridge, 1932)"
 ]
}

 The dataset includes 877 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011424-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3kte8
title: Occurrence Download

description: A dataset containing 1525 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cladocopium LaJeunesse & H.J.Jeong, 2018"
 ]
}

 The dataset includes 1525 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011426-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.890030
title: A new synthesis of annual land ice mass trends 1992 to 2016

description: We have assessed and synthesised land ice mass trend results published, primarily, since the IPCC AR5 (2013) to produce a consistent estimate of land ice mass trends during the satellite era (1992 to 2016). Our resulting synthesis is both consistent and rigorous, drawing on i) the published literature, ii) expert assessment of that literature, and iii) a new analysis of Arctic glacier and ice cap trends combined with statistical modelling.In the associated paper (Bamber et al 2018) we present annual and pentad (five-year mean) time series for the East, West Antarctic and Greenland Ice Sheets and glaciers separately and combined. When averaged over pentads, covering the entire period considered, we obtain a monotonic trend in mass contribution to the oceans, increasing from 0.31±0.35 mm of sea level equivalent for 1992-1996 to 1.85±0.13 for 2012-2016. Our integrated land ice trend is lower than many estimates of GRACE-derived ocean mass change for the same periods. This is due, in part, to a smaller estimate for glacier and ice cap mass trends compared to previous assessments. We discuss this, and other likely reasons, for the difference between GRACE ocean mass and land ice trends.
description: Supplement to: Bamber, Jonathan L; Westaway, Richard M; Marzeion, Ben; Wouters, Bert (2018): The land ice contribution to sea level during the satellite era. Environmental Research Letters, 13(6), 063008
DOI: 10.15482/usda.adc/1522387
title: Data from: Genetic mapping and QTL analysis for peanut smut resistance
DOI: 10.17190/amf/2007175
title: AmeriFlux FLUXNET-1F US-ICh Imnavait Creek Watershed Heath Tundra

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-ICh Imnavait Creek Watershed Heath Tundra. This is the FLUXNET version of the carbon flux data for the site US-ICh Imnavait Creek Watershed Heath Tundra produced by applying the standard ONEFlux (1F) software. Site Description - The Imnavait Creek Watershed Heath Tundra (Ridge Station) is located near Imnavait Creek in Alaska, north of the Brooks Range in the Kuparuk basin near Lake Toolik and the Toolik Field Station. The Kuparuk River has its headwaters in the Brooks Range and drains through northern Alaska into the Arctic Ocean. Within these headwaters lies the Imnavait basin at an average elevation of 930 m. Water tracks run down the hill in parallel zones with a spacing of approximately 10 m. The Ridge Station was deployed at the end of Summer 2007.
DOI: 10.5281/zenodo.11403111
title: Data for 'Cooperative thalamocortical circuit mechanism for sensory prediction errors'

description: Data and code for 'Cooperative thalamocortical circuit mechanism for sensory prediction errors'

Nature (2024)

DOI: 10.1038/s41586-024-07851-w
DOI: 10.5281/zenodo.12744765
title: Data for "Excitation of Low- and High-frequency Magnetosonic Whistler Waves Associated with SLAMS in the Terrestrial Foreshock" by Yao et al.

description: The database includes the plasma data used in instability analyses and the theoretical analysis results based on the linear model.

Captions:

Plasma_input.mat file is the plasma data used in the instability analyses, which is used to plot Figure 2a-2d.



B: magnetic field strength

n: plasma number density

Te_para: parallel electron temperature

Te_perp: perpendicular electron temperature

Tp: proton temperature


 

WWs_theo_predictions.mat file is the calculation result of linear growth rate and wave frequency. The results are used to plot Figure 2e and 2f.



f_theo: wave frequency in theoretical predictions

gamma_theo: growth rate in theoretical predictions
DOI: 10.5281/zenodo.6363556
title: A Systematic Evaluation of Large Language Models of Code

description: These are datasets for the paper: "A Systematic Evaluation of Large Language Models of Code" https://arxiv.org/pdf/2202.13169.pdf The code is available at: https://github.com/VHellendoorn/Code-LMs The file "unseen_test_sets.tar.gz" contains test sets of ~100 files in each of 12 programming languages. These files are not included in The Pile, and thus models such as GPT-Neo, GPT-J, GPT-NeoX were not trained on them. In the paper, we use these test sets to compare a variety of language models of code including OpenAI's Codex, GPT-J, GPT-Neo, GPT-NeoX-20B, and CodeParrot and our PolyCoder model. The file "index.zip" includes an index of the <strong>training set</strong> file paths and commit SHAs. The other files, such as "2-7B-150K.tar", are trained model checkpoints, as explained at https://github.com/VHellendoorn/Code-LMs .
description: https://arxiv.org/abs/2202.13169
DOI: 10.5285/c311c7948e8a47b299f8f9c7ae6cb9af
title: CRU TS3.25: Climatic Research Unit (CRU) Time-Series (TS) Version 3.25 of High-Resolution Gridded Data of Month-by-month Variation in Climate (Jan. 1901- Dec. 2016)

description: This version of CRU TS is superseded by version 4.01. It is being made available to assist with users moving to the new process. No further releases of version 3 are planned.

The gridded CRU TS (time-series) 3.25 data are month-by-month variations in climate over the period 1901-2016, on high-resolution (0.5x0.5 degree) grids, produced by the Climatic Research Unit (CRU) at the University of East Anglia.

CRU TS 3.25 variables are cloud cover, diurnal temperature range, frost day frequency, PET, precipitation, daily mean temperature, monthly average daily maximum and minimum temperature, and vapour pressure for the period Jan. 1901 - Dec. 2016.

CRU TS 3.25 data were produced using the same methodology as for the 3.21, 3.22, 3.23 and 3.24.01 datasets. This version contains updates the dataset with 2016 data, some new stations have been added for TMP and PRE only. This release is the latest release of the CRU TS data.  Known issues predating this release remain.

The CRU TS 3.25 data are monthly gridded fields based on monthly observational data, which are calculated from daily or sub-daily data by National Meteorological Services and other external agents. The ASCII and NetCDF data files both contain monthly mean values for the various parameters.

All CRU TS output files are actual values - NOT anomalies.
DOI: 10.6084/m9.figshare.13359104
title: Annotated dataset to assess the accuracy of the textual description of cultural heritage records

description: The dataset contains more than 100K textual descriptions of cultural items from <i>Cultura Italia</i> (http://www.culturaitalia.it/opencms/index.jsp?language=en), the Italian National Cultural aggregator. Each of the description is labeled either HIGH or LOW quality, according its adherence to the standard cataloguing guidelines provided by <i>Istituto Centrale per il Catalogo e la Documentazione</i><i> </i><i>(ICCD)</i>. More precisely, each description is labeled as HIGH quality if the object and subject of the item (for which the description is provided) are both described according to the ICCD guidelines, and as LOW quality in all other cases. Most of the dataset was manually annotated, with ~30K descriptions automatically labeled as LOW quality due to their length (less than 3 tokens) or their provenance from old (pre-2012), not curated, collections. The dataset was developed to support the training and testing of ML text classification approaches for automatically assessing the quality of textual descriptions in digital Cultural Heritage repositories.<br>The dataset is provided as a CSV file, where each row corresponds to an item from Cultura Italia, and contains the textual description of the item, the domain of the item (OpereArteVisiva/RepertoArcheologico/Architettura) and the quality label (Low_Quality/High_Quality).<br>The textual descriptions in the dataset are provided by Cultura Italia with a "Public Domain" license (c.f., http://www.culturaitalia.it/opencms/export/sites/culturaitalia/attachments/linked_open_data/Licenza_CulturaItalia_CC0.pdf). The whole dataset, including the annotation, is openly distributed according to the Creative Commons Attribution-ShareAlike 4.0 Generic (CC BY-SA 4.0) licence.
DOI: 10.6084/m9.figshare.26379973
title: Supplementary Material for: Unisex and Sex-Specific Prescriptive Fetal Growth Charts for Improved Detection of Small-for-Gestational-Age Babies in a Low-Risk Population: a post hoc analyses of a cluster randomized study

description: Introduction
Our aim was to develop and evaluate the performance of population-based sex-specific and unisex prescriptive fetal abdominal circumference growth charts in predicting small-for-gestational-age (SGA) birthweight, severe SGA (sSGA) birthweight and severe adverse perinatal outcomes (SAPO) in a low-risk population.

Methods
This is a post hoc analysis of the Dutch nationwide cluster-randomised IRIS study, encompassing ultrasound data of 7,704 low-risk women. IRIS prescriptive unisex and IRIS sex-specific abdominal circumference (AC) fetal growth charts were derived using quantile regression. As comparison we used the descriptive unisex Verburg chart, which is commonly applied in the Netherlands. Diagnostic parameters were calculated based on the 34-36 weeks ultrasound.

Results
Sensitivity rates for predicting SGA and sSGA birthweights were more than twofold higher based on the IRIS prescriptive sex-specific (respectively SGA 43%; sSGA 59%) and unisex (SGA 39%; sSGA55%) charts, compared to the Verburg chart (SGA16%; sSGA23% both p &lt; 0.01). Specificity rates were highest for Verburg (SGA 99%; sSGA98%) and lowest for IRIS sex-specific (SGA 94%; sSGA 92%). Results for predicting SGA with SAPO were similar for the prescriptive charts (44%), and again higher than the Verburg chart (20%). The IRIS sex-specific chart identified significantly more males as SGA and sSGA (resp. 42%; 60%, p&lt;0.001) than the IRIS unisex chart (resp. 35%; 53% p &lt; 0.01).

Conclusion
Our study demonstrates improved performance of both the IRIS sex-specific and unisex prescriptive fetal growth compared to the Verburg descriptive chart, doubling detection rates of SGA, sSGA and SGA with SAPO. Additionally, the sex-specific chart outperformed the unisex chart in detecting SGA and sSGA. Our findings suggest potential benefits of using prescriptive AC fetal growth charts in low-risk populations and emphasize the importance of considering customizing fetal growth charts for sex. Nevertheless, the increased sensitivity of these charts should be weighed against the decrease in specificity.
DOI: 10.5281/zenodo.7450089
title: Replication package for Data_acess_performance_antipatterns_in_data_intensive_systems

description: Replication package
DOI: 10.13026/9vvw-cx05
title: Indian Institute of Science Fetal Heart Sound Database (IIScFHSDB)

description: The Indian Institute of Science Fetal Heart Sound Database (IIScFHSDB) has 60
fetal phonocardiography (fPCG) recordings obtained from expecting mothers of
age 18-27 years of age with gestation weeks 30-40. The recordings are made at
St. John's Hospital, Bangalore with an electronic stethoscope. The data is
collected from the antenatal and labor wards by placing the electronic
stethoscope on the lower abdomen of the subject. The fPCG recordings are
obtained from 60 subjects with the gain of 500X and the average duration of
the recordings is 8 minutes with a sampling frequency of 2 kHz.
DOI: 10.15468/dl.7tu2ej
title: Occurrence Download

description: A dataset containing 1577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.64619 59.72799,-8.87975 59.10794,-10.52869 57.33381,-12.17762 53.81038,-9.66837 48.93842,0.51199 50.28547,2.30431 51.55089,1.65908 55.59139,-0.42001 59.14472,-3.64619 59.72799))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sequoiadendron giganteum (Lindl.) J.T.Buchholz"
 ]
}

 The dataset includes 1577 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301817-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/d5ka-7566
title: Nuclear Color Images

description: These images were used to measure the nuclear colors via aperture photometry for 53 galaxies.
DOI: 10.35003/6crmu9
title: Replication Data for: Experimental constraints on the origin of the lunar high-Ti basalts

description: The data contain Microprobe analytical information of experimental samples. The files contain EPMA methods, raw data, additional information, and all results published in 'related publication'. Piston cylinder experiments were conducted to produce high-Ti and low-Ti basalt compositions from the lunar sample compendium by melting hybrid lunar mantle compositions.
DOI: 10.3886/e196641v1
title: Data and code for ""Dynamic Spending Responses to Wealth Shocks: Evidence from Quasi-lotteries on the Stock Market"

description: How much and over what horizon do households adjust their consumption in response to stock market wealth shocks? We address these questions using granular data on spending and stock portfolios from a large bank and exploiting lottery-like variation in gains across investors with similar portfolio characteristics. Consistent with the permanent income hypothesis, spending responses to stock market gains are immediate and persistent. The monthly responses cumulate to marginal propensities to consume of 4.4% over one year and 16% over three years. The results suggest that inattention attenuates household responses to stock market cycles over horizons as long as one year.
DOI: 10.4119/unibi/2979295
title: Shifts in energy allocation and reproduction in response to temperature

description: Background: Species adjust to changes in temperature and the accompanying reduction in resource availability during the annual cycle by shifts in energy allocation. As it gets colder, the priority of energy allocation to maintenance increases and reproduction is reduced or abandoned. Results: We studied whether and how young female guinea pigs (Cavia aperea f. porcellus) adjust even under ad libitum food conditions growth, storage of fat reserves and reproduction when kept at 5°C versus 15°C, and how offspring born into these conditions compensate during development to independence. Reproducing females grew less in the cold. Their lower weight resulted largely from less fat storage whereas growth in fat free mass was about the same for both groups. The increased need for thermoregulation diminished fat storage most likely due to the development of more brown fat tissue. Reproductive activity did not differ between groups in terms of litter frequency, mass and size. However, females in 5°C weaned pups later (around day 25) than females in 15°C (around day 21). Later weaning did not make up for the higher energy expenditure of pups in cold conditions leading to slower growth and less fat storage. Female pups born into the cold matured later than those born in 15°C. Investment in reproduction continued but allocation to individual pups declined. Conclusions: In more thermally demanding conditions female guinea pigs - even under ad libitum food abundance - transfer the higher costs of maintenance and reproduction largely to offspring.
DOI: 10.5066/p164m78x
title: Methane emissions associated with bald cypress knees across the Mississippi River Alluvial Valley

description: Data shows CH4 fluxes from the upper portion of cypress knees across various climate and flooding gradients of the North American Baldcypress Swamp Network in the Mississippi River Alluvial Valley. Climate data in the form of temperature, relative humidity, barometric pressure, and precipitation 3-days leading up to sampling date are also included. There various forms to calculate fluxes using cone and frustrum shapes that were compared to LiDAR scans fromi the field, therefore surface area and volume for each geometric shape is also included in the dataset.
DOI: 10.5281/zenodo.12571170
title: Training and Test Datasets, Pretrained Weights and Predictions for HIDRA3

description: HIDRA3 is a state-of-the-art deep neural model for multi-point sea-level prediction based on past sea level observations and future tidal and geophysical forecasts. Published data contain HIDRA3 pretrained weights, predictions for all 50 ensembles, geophysical training and evaluation data and SSH observations from Koper (Slovenia).

 

The structure of the data is described in README.md.
DOI: 10.5281/zenodo.8213387
title: Offshore active faults associated with the 2020 Masbate earthquake investigation

description: This dataset includes the vector files of the offshore active fault traces mapped using acoustic sub-bottom profiling and interpretation of archived seismic profiles. The acoustic sub-bottom profiling survey was conducted in March and June 2021. The archived seismic profiles were acquired from the Department of Energy (DOE) of the Philippine government.