cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4767098
title: SciGRID_gas IGGIELGN

description: This data set has been was generated by combining the following data sources: • InternetDaten data set (INET)<br> • Gas Infrastructure Europe data set (GIE)<br> • Gas Storages Europe data set (GSE)<br> • International Gas Union data set (IGU)<br> • Long-term Planning and Short-term Optimization data set (LKD)<br> • Great Britain data set (GB)<br> • Norway data set (NO) <br>
DOI: 10.5281/zenodo.8098560
title: Dataset of the Paper: Demystifying Code Snippets in Code Reviews: A Study of the OpenStack and Qt Communities and A Practitioner Survey

description: This dataset, which is composed of two parts: the code review data collected from OpenStack and Qt, and the survey data collected from industrial developers, was used to conduct an empirical study on code snippets in code reviews. A brief description of each part of the dataset is provided below:


1. Dataset (OpenStack+Qt).xlsx


contains 127,182 review comments mined from four popular projects of the OpenStack community (Nova and Neutron) and the Qt community (Qt Base and Qt Creator) from 2020 to 2021. Among the review comments, 3,197 review comments contain code snippets. In the Excel file, for the rows of review comments with code snippets, we marked the code snippets in red color as an indicator.


2. Dataset (Survey).xlsx


contains 63 valid responses to our survey questionnaire from industrial developers of OpenStack, Qt, and LinkedIn.
DOI: 10.6084/m9.figshare.13111064
title: Snap Bean Growth and Maturity Spectral Data

description: This data set is shared along with the paper "Growth Stage Classification and Harvest Scheduling of Snap Bean Using Hyperspectral Sensing: A Greenhouse Study" published in the journal of Remote Sensing.<br>
DOI: 10.17188/1746873
title: Materials Data on CsPO3 by Materials Project

description: CsPO3 crystallizes in the orthorhombic Pnma space group. The structure is three-dimensional. Cs1+ is bonded in a 6-coordinate geometry to six equivalent O2- atoms. There are a spread of Cs–O bond distances ranging from 3.05–3.35 Å. P5+ is bonded to four O2- atoms to form corner-sharing PO4 tetrahedra. There are a spread of P–O bond distances ranging from 1.50–1.64 Å. There are two inequivalent O2- sites. In the first O2- site, O2- is bonded in a distorted single-bond geometry to three equivalent Cs1+ and one P5+ atom. In the second O2- site, O2- is bonded in a bent 150 degrees geometry to two equivalent P5+ atoms.
DOI: 10.25318/1310076901-eng
title:  Percentage of total energy intake from fat, by dietary reference intake age-sex group, household population aged 1 and over, Canadian Community Health Survey (CCHS) - Nutrition, Canada and provinces

description: Mean of percentage of total energy intake from fat, by dietary age-sex reference intake group, for 2004 and 2015.
DOI: 10.5281/zenodo.10081625
title: Evaluation and uncertainty analysis of the land surface hydrology in LS3MIP models over China

description: The attached is the dataset assoicated with the paper titled "Evaluation and uncertainty analysis of the land surface hydrology in LS3MIP models over China" which was submitted to Journal of Earth and Space Science.
The Land Surface, Snow and Soil moisture Model Intercomparison Project (LS3MIP) offers valuable land surface hydrology products from the land modules of current Earth System Models (ESMs). In this paper, historical LS3MIP hydrological variables including precipitation (PR), evapotranspiration (ET), soil moisture (SM), total runoff (Ro), and snow cover fraction (SCF) were extensively evaluated with various high-quality reference datasets over Chinese mainland. The six ESMs in LS3MIP were driven by four meteorological forcing datasets. The results indicated that the LS3MIP multi-model means (MMEs) of most variables are underestimated overall, while they show high spatial consistency in term of linear trends, with the percentage area ranging 56% ~ 85% between simulations and reference datasets. After computing and ranking multi statistical metrics (bias, correlation coefficient, normalized standard deviation, and unbiased root-mean-square biases), it is found that the CESM2 model produces the best performance of land surface hydrological variables, while as the meteorological forcing dataset GSWP3 exhibits the highest quality. Furthermore, the analysis of variance method (ANOVA) was then used to trace sources of the uncertainty of the LS3MIP hydrological variables for 1900–2012 (1948–2012 for Ro). In ANOVA, the simulation uncertainties may be decomposed into three sources: model, atmospheric forcing datasets and their interactions. In LS3MIP historical hydrological variables over China, model uncertainty is the dominant factor overall although it shows regional differences, and the dependence of uncertainty on the model differs among hydrological regimes. This highlights the urgent requirements to improve the land surface model representation in future research.
DOI: 10.5281/zenodo.10391116
title: Stim circuits and collected data for "Error-corrected Hadamard gate simulated at the circuit level" manuscript

description: The stim circuits which we sampled to obtain logical failure probabilities, and the collected data organised in an excel file.
DOI: 10.5281/zenodo.11102307
title: Earthquake hydrogeochemical dataset of hot springs along the southeast coast of China

description: Earthquake hydrogeochemical dataset of hot springs along the southeast coast of China
DOI: 10.5281/zenodo.7448144
title: CoCO2 WP4.1 Library of Plumes

description: This data collects synthetic CO2M images (the 'Library of Plumes' for CoCO2 WP4.1) in the form of NetCDF files, for 5 modelling systems applied to 7 case studies. The files contain 'raw' results (e.g., "CO2_PP_M") in units of mol/m2, total column results (e.g., "XCO2_PP_M") in units of ppm, and additionally the column mass ("dry_mol_mass" and surface pressure ("surface pressure"). This work was carried out in the context of the EU project CoCO2, by the following institutes: Empa (Switzerland), Deutsche Wetterdienst (Germany), Le Laboratoire des Sciences du Climat et de l'Environnement (France), TNO (The Netherlands), Wageningen University & Research (the Netherlands). More details about the model runs, their input data, possible issues, expected data quality, etc., can be found in the accompanying report CoCO2 D4.2, https://www.coco2-project.eu/node/357.
DOI: 10.5281/zenodo.815460
title: Phenological Time Lapse Images From Ground Camera Mc103 In Punkaharju Spruce Stand (2014-2016)

description: This dataset contains phenological time lapse images from camera Punkaharju Spruce stand. Camera was mounted at ground view level at location 61.81364556; 29.31993611(N;E, WGS84). Images were taken between 17.06.2014--31.12.2016.<br>
Cameras were set to fix white balance, brightness automatically adjusted by camera.Image have equal resolution throughout the time series, time indicated in UTC+2. Images are taken half-hourly during fixed day-time period over the year. Gaps in time series and dark images possibly exist.<br>
More details on the camera installations and operation history can be found at 10.5281/zenodo.777952<br>
The cameras were set up and images collected under EU Life+ (LIFE ENV/FI/000409) Monimet project, http://monimet.fmi.fi.<br>
For further information contact Mikko Peltoniemi (mikko.peltoniemi@luke.fi)
DOI: 10.6084/m9.figshare.24717690
title: Sedimentary flood ages over the middle and lower Yangtze River

description: Sedimentary flood ages over the middle and lower Yangtze River
DOI: 10.15485/1712447
title: Global, Regional, and National Fossil-Fuel CO2 Emissions: 1751-2017

description: This data product is a time series of Carbon Dioxide (CO2) emissions from fossil fuel combustion and cement manufacture. Estimates of CO2 emissions are included for the globe and by nation back to 1751, and include emissions from solid fuel consumption, liquid fuel consumption, gas fuel consumption, cement production, and gas flaring. Per capita CO2 emissions and emissions from international trade (bunker fuels) are included as well; bunker fuels are not included in country totals, but are assigned to the country in which loading took place. Estimates are generated using the United Nations Energy Statistics database and the United States Geologic Survey’s cement statistics. Datasets produced from this group at Appalachian State University are located here, and are also located at https://energy.appstate.edu/research/work-areas/cdiac-appstate. Historic CDIAC data from Oak Ridge National Laboratory are located here: https://data.ess-dive.lbl.gov/view/doi:10.3334/CDIAC/00001_V2017. This dataset is the foundational dataset for the annual global carbon budget and other carbon cycle analyses that need relevant fossil fuel CO2 data. Within this data package are spreadsheets (.csv) of global and national estimates of CO2 emissions as well as text files of the ranking of each country’s total CO2 emissions and per capita for that year.
DOI: 10.5067/aura/omi/data3009
title: OMI/Aura Surface UVB Irradiance and Erythemal Dose Daily L3 Global 1.0x1.0 deg Grid
DOI: 10.5159/iqb_timss_2019_v2
title: Trends in International Mathematics and Science Study 2019 (TIMSS 2019)
title: Trends in International Mathematics and Science Study 2019 (TIMSS 2019)

description: TIMSS ist eine international vergleichende Schulleistungsuntersuchung. Im Fokus stehen mathematische und naturwissenschaftliche Kompetenzen von Schüler*innen unterschiedlicher Jahrgangsstufen. Ein zentrales Anliegen der Studie ist es, langfristige Entwicklungen in den teilnehmenden Bildungssystemen zu dokumentieren. Mit der Erhebung im Jahr 2019 hat sich Deutschland das vierte Mal mit Schüler*innen der vierten Jahrgangsstufe an TIMSS beteiligt. Die Teilnahme Deutschlands erfolgte als Teil der Gesamtstrategie zum Bildungsmonitoring in Deutschland auf Beschluss der KMK und einer Vereinbarung zwischen der KMK und dem BMBF. Die Erhebung fand in Deutschland in allen 16 Bundesländern statt. Untersucht wurde eine für Deutschland repräsentative Stichprobe von 4.942 Kindern der vierten Jahrgangsstufe an 281 Grund- und Förderschulen. Die in TIMSS eingesetzten Leistungstests umfassten Aufgaben unterschiedlichen kognitiven Anforderungsgrades (z. B. Problemlösen) aus unterschiedlichen inhaltlichen Bereichen (z. B. Arithmetik oder Biologie). Zusätzlich wurden in TIMSS die teilnehmenden Kinder, ihre Eltern, die unterrichtenden Lehrkräfte in den Fächern Mathematik und Sachunterricht sowie die Schulleitungen schriftlich befragt. (Projekt/IQB)
description: TIMSS (Trends in International Mathematics and Science Study) 2019 is an international educational large scale student assessment. The investigation is focused on mathematical and scientific skills of primary school children in Germany in an international comparison. It is carried out every four years. TIMSS examined student performance in math and science area, taking account of curricular requirements and other key conditions of school learning environment.
The TIMSS primary school examination took place in 2019 for the forth time in Germany. Germany is participating in the study at the decision of the Standing Conference of the Ministers of Educational and Cultural Affairs of the Länder (KMK) under an agreement between the KMK and the Federal Ministry of Education and Research (BMBF). (IQB)
description: Self-administered questionnaire: Paper
description: Self-administered questionnaire: Computer-assisted (CASI)
description: Educational measurements and tests
description: Messungen und Tests: Paper and Pencil test
description: Measurements and Tests: Paper and pencil test
description: Messungen und Tests: Computerbasierter Test
description: Measurements and Tests: Computer assisted test
description: Schüler der Jahrgangsstufe 4 (N=4.942) an allgemeinbildenden Schulen (N=281); Klassen (N=291); Lehrkräfte (N=596)
description: Students in grade 4 (N=4,942) at General Education Schools (N=281); Classes (N=291); Teachers (N=596)
description: Wahrscheinlichkeitsauswahl: Geschichtete Klumpenauswahl; Wahrscheinlichkeitsauswahl: Mehrstufige Zufallsauswahl
DOI: 10.5281/zenodo.10780381
title: Data for "On the Formation of Trapped Electron Radiation Belts at Ganymede" by Liuzzo et al.

description: Data for "On the Formation of Trapped Electron Radiation Belts at Ganymede" by Liuzzo et al.
description: Supported by NASA Solar System Workings grant 80NSSC21K0823 and the France Berkeley Fund grant 15_2023.
DOI: 10.15468/dl.2fthw8
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is French Guiana",
 "TaxonKey is Vanessa cardui (Linnaeus, 1758)"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196133-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ojrg32
title: Occurrence Download

description: A dataset containing 1773 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyphantria cunea (Drury, 1773)"
 ]
}

 The dataset includes 1773 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010614-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17188/1271740
title: Materials Data on Cs4Ba(PO3)6 by Materials Project

description: Cs4Ba(PO3)6 crystallizes in the trigonal P31c space group. The structure is three-dimensional. there are two inequivalent Cs1+ sites. In the first Cs1+ site, Cs1+ is bonded in a 8-coordinate geometry to eight O2- atoms. There are a spread of Cs–O bond distances ranging from 3.05–3.63 Å. In the second Cs1+ site, Cs1+ is bonded in a 9-coordinate geometry to nine O2- atoms. There are a spread of Cs–O bond distances ranging from 3.25–3.52 Å. Ba2+ is bonded in a 9-coordinate geometry to nine O2- atoms. There are a spread of Ba–O bond distances ranging from 2.84–2.95 Å. There are two inequivalent P5+ sites. In the first P5+ site, P5+ is bonded to four O2- atoms to form corner-sharing PO4 tetrahedra. There are a spread of P–O bond distances ranging from 1.50–1.64 Å. In the second P5+ site, P5+ is bonded to four O2- atoms to form corner-sharing PO4 tetrahedra. There are a spread of P–O bond distances ranging from 1.50–1.64 Å. There are six inequivalent O2- sites. In the first O2- site, O2- is bonded in a distorted single-bond geometry to two Cs1+, one Ba2+, and one P5+ atom. In the second O2- site, O2- is bonded in a distorted single-bond geometry to two equivalent Cs1+, one Ba2+, and one P5+ atom. In the third O2- site, O2- is bonded in a distorted bent 120 degrees geometry to one Cs1+ and two P5+ atoms. In the fourth O2- site, O2- is bonded in a distorted bent 120 degrees geometry to one Cs1+ and two P5+ atoms. In the fifth O2- site, O2- is bonded in a distorted single-bond geometry to two Cs1+, one Ba2+, and one P5+ atom. In the sixth O2- site, O2- is bonded in a distorted single-bond geometry to three equivalent Cs1+ and one P5+ atom.
DOI: 10.17632/54wrtk2938.1
title: The dataset of Extreme Precipitation Features (EPFs) over the Pearl River Delta in South China during 4-year warm seasons (April-August)

description: This dataset is used to make figures for the paper entitled "Subseasonal variations of convective and microphysical characteristics of extreme precipitation over the Pearl River Delta at Monsoon Coast" submitted to Journal of Geophysical Research: Atmospheres in September 2022.
DOI: 10.17632/tk77frmwg8.1
title: Bearing Rotating System Dynamic Model for Fault Detection

description: This is a dynamic model coded in Simulink, that generates synthetic time history responses of a rotating system with bearings, which may be subjected to faults generated randomly with specified severity. The generated datasets can then be used as training data for fault detection algorithms and monitoring techniques.
DOI: 10.18140/flx/1440084
title: FLUXNET2015 US-Ne1 Mead - irrigated continuous maize site

description: This is the FLUXNET2015 version of the carbon flux data for the site US-Ne1 Mead - irrigated continuous maize site.
DOI: 10.18140/flx/1440085
title: FLUXNET2015 US-Ne2 Mead - irrigated maize-soybean rotation site

description: This is the FLUXNET2015 version of the carbon flux data for the site US-Ne2 Mead - irrigated maize-soybean rotation site.
DOI: 10.18716/dch/a.00000042
title: Beria Corpus Verbs

description: This corpus of the Beria-Wagi language of Sudan was compiled during several BA and MA level field methods courses in the winter terms 2014/15, 2015/16, 2018/19 and 2019/20 at the Institute of Linguistics, University of Cologne. Data collection took place in seminar rooms at the Institute of Linguistics (Meister-Ekkehart-Straße 7, 50937 Köln), University of Cologne. Recording sessions were conducted in regular class room situations, within smaller groups of 2-3 students and by individual students as well. The working language was English. For the current collection the autonym Beria was chosen to refer to the language. In earlier data collection (see former LAC) and data processing the exonym Zaghawa is used and for practical reasons it is still kept as an alternative. The collection as a whole was split into four subcollections. This subcollection comprises elicitation sessions which focus on verbs and verb forms.
DOI: 10.18716/dch/a.00000043
title: Beria Corpus Nouns

description: This corpus of the Beria-Wagi language of Sudan was compiled during several BA and MA level field methods courses in the winter terms 2014/15, 2015/16, 2018/19 and 2019/20 at the Institute of Linguistics, University of Cologne. Data collection took place in seminar rooms at the Institute of Linguistics (Meister-Ekkehart-Straße 7, 50937 Köln), University of Cologne. Recording sessions were conducted in regular class room situations, within smaller groups of 2-3 students and by individual students as well. The working language was English. For the current collection the autonym Beria was chosen to refer to the language. In earlier data collection (see former LAC) and data processing the exonym Zaghawa is used and for practical reasons it is still kept as an alternative. The collection as a whole was split into four subcollections. This subcollection comprises elicitation sessions which focus on nouns, noun phrases, nominal constructions and modifiers.
DOI: 10.18716/dch/a.00000044
title: Beria Corpus Naturalistic

description: This corpus of the Beria-Wagi language of Sudan was compiled during several BA and MA level field methods courses in the winter terms 2014/15, 2015/16, 2018/19 and 2019/20 at the Institute of Linguistics, University of Cologne. Data collection took place in seminar rooms at the Institute of Linguistics (Meister-Ekkehart-Straße 7, 50937 Köln), University of Cologne. Recording sessions were conducted in regular class room situations, within smaller groups of 2-3 students and by individual students as well. The working language was English. For the current collection the autonym Beria was chosen to refer to the language. In earlier data collection (see former LAC) and data processing the exonym Zaghawa is used and for practical reasons it is still kept as an alternative. The collection as a whole was split into four subcollections. This subcollection comprises naturalistic, (semi-)spontaneous speech events and a set of rather complex stimuli-based elicitation sessions (COME & GO Questionnaire, Wilkins & Hill 1993).
DOI: 10.18716/dch/a.00000045
title: Beria Corpus Diverse

description: This corpus of the Beria-Wagi language of Sudan was compiled during several BA and MA level field methods courses in the winter terms 2014/15, 2015/16, 2018/19 and 2019/20 at the Institute of Linguistics, University of Cologne. Data collection took place in seminar rooms at the Institute of Linguistics (Meister-Ekkehart-Straße 7, 50937 Köln), University of Cologne. Recording sessions were conducted in regular class room situations, within smaller groups of 2-3 students and by individual students as well. The working language was English. For the current collection the autonym Beria was chosen to refer to the language. In earlier data collection (see former LAC) and data processing the exonym Zaghawa is used and for practical reasons it is still kept as an alternative. The collection as a whole was split into four subcollections. This subcollection comprises elicitation sessions which focus on phonology including tone as well as on diverse items and linguistic constructions (adjectives, phrases, interrogative constructions).
DOI: 10.24432/c5z01z
title: Fertility
DOI: 10.35092/yhjc.11441001
title: SBCapSeq Protocol manuscript files for 'Quantifying tumor heterogeneity, clonal dynamics, and cancer driver gene evolution from Sleeping Beauty transposon mutagenesis models using SBCapSeq'

description: Supplementary datasets and other information accompanying manuscript: Quantifying tumor heterogeneity, clonal dynamics, and cancer driver gene evolution from Sleeping Beauty transposon mutagenesis models using SBCapSeq by Karen M. Mann Ana M. Contreras-Sandoval, Liliana Guzman-Rojas, Justin Y. Newberg, Amanda L. Meshey, Devin J. Jones, Felipe Amaya-Manzanares, Neal G. Copeland, Nancy A. Jenkins, and Michael B. Mann.<br><br>SBCapSeq is a transposon-based liquid-phase capture experimental and bioinformatic workflow optimized for Ion Torrent sequencing. SBCaptureSeq permits selective, semi-quantitative, and scalable deep sequencing of Sleeping Beauty transposon insertion sites from adaptor-ligated, barcoded Ion Torrent libraries created from populations of cells (bulk specimens) and single cells from both tumor and non-tumor genomes. This protocol includes detailed procedures for genomic DNA isolation, library preparation, capture hybridization, target sequence enrichment, sequencing, and data analysis. The SBCapSeq method, which takes about 7–10 days to perform, permits semi-quantitative sequencing and has been specifically optimized for Sleeping Beauty transposon mutagenesis genetic studies.<br>
DOI: 10.5281/zenodo.10133152
title: Processed data for a Slocum ocean glider campaign in the Gulf of Lion, Mediterranean Sea, 2021

description: The data set was measured in the Gulf of Lion by a Slocum glider in February 2021.  It includes processed data from a CTD and a turbulence microstructure package.
DOI: 10.5281/zenodo.10257815
title: Spanish Supercell Dataset - Hail
DOI: 10.5281/zenodo.10656036
title: Experimental datasets and CT-images for dilatant hardening study - Williams and French 2024

description: Experimental datasets include collected and calculated parameters for the suite of experiments conducted. CT image datasets are the raw core scans.
DOI: 10.5281/zenodo.10810714
title: Data associated with "Deforestation-driven increases in shallow clouds are greatest in drier, low-aerosol regions of Southeast Asia"

description: This .zip file contains the semi-processed data required to reproduce the figures in "Deforestation-driven increases in shallow clouds are greatest in drier, low-aerosol regions in Southeast Asia" (Leung, Grant, and van den Heever 2024; pre-print doi: 10.5194/egusphere-2023-1722). 

Inside the compressed folder are:



base_forest_data.pq: parquet file (readable in Python, see associated code) containing the processed UMD Global Forest Cover and EC-JRC Global Surface Water data scaled to same ~1km resolution as MODIS grid

matched_points/: directory containing parquet files of each deforestation event with cloud properties before and after deforestation, as well as mean cloud properties before/after deforestation for corresponding control pixels (see Supporting Information of above manuscript for full descriptions)

deforest_effect/bootstrapped/: directory containing .csv files for points in Figures 2-4 of above manuscript