cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xztrg72p6f.1
title: DATASET S2: MS/MS raw data from Lepas anatifera Cement Gland

description: Data for the article: Domínguez-Pérez, D.; Almeida, D.; Wissing, J.; Machado, A.M.; Jänsch, L.; Antunes, A.; Castro, L.F.; Vasconcelos, V.; Campos, A.; Cunha, I. Proteogenomic Characterization of the Cement and Adhesive Gland of the Pelagic Gooseneck Barnacle Lepas anatifera. Int. J. Mol. Sci. 2021, 22, 3370. https://doi.org/10.3390/ijms22073370

LACIM: MS/MS raw data files comprising three biological replicates of L. anatifera cement multicomplex obtained using label-free LC-MS high throughput proteomic analysis. LC-MS/MS system was composed by a Dionex UltiMate 3000 n-RSLC connected to an Orbitrap FusionTM TribridTM mass spectrometer (Thermo Scientific, Waltham, MA, USA).
DOI: 10.18434/mds2-2352
title: Datasets from an interlaboratory comparison to characterize a multi-modal polydisperse sub-micrometer bead dispersion
DOI: 10.21942/uva.17074889
title: Norm formation in adolescence

description: This repository contains the data and code supporting the paper 'Majority and popularity effects on norm formation in adolescence' by Ana da Silva Pinho, Lucas Molleman, Barbara R. Braams, Wouter van den Bos.The data file 'w1_mean_score.csv' consists of data from wave 1 of the experiment and 'w2.csv' consists of data from wave 2 of the experiment. Variables description is available in 'variable_description.xlsx'.R scripts are commented and to run them please save all files in the same folder. The script 'statistical_analysis.R' contains the code for all statistical analyses and generated tables (Table 1 and Table S2), all scripts starting with 'Fig.' contain the code of the main figures, and 'Supplementary_figures.R' gathers the figures in the supplementary information.For any questions, please contact Ana da Silva Pinho (a.f.dasilvapinho@uva.nl).
DOI: 10.21942/uva.17074889.v1
title: Norm formation in adolescence

description: This repository contains the data and code supporting the paper 'Majority and popularity effects on norm formation in adolescence' by Ana da Silva Pinho, Lucas Molleman, Barbara R. Braams, Wouter van den Bos.The data file 'w1_mean_score.csv' consists of data from wave 1 of the experiment and 'w2.csv' consists of data from wave 2 of the experiment. Variables description is available in 'variable_description.xlsx'.R scripts are commented and to run them please save all files in the same folder. The script 'statistical_analysis.R' contains the code for all statistical analyses and generated tables (Table 1 and Table S2), all scripts starting with 'Fig.' contain the code of the main figures, and 'Supplementary_figures.R' gathers the figures in the supplementary information.For any questions, please contact Ana da Silva Pinho (a.f.dasilvapinho@uva.nl).
DOI: 10.5281/zenodo.5707740
title: Dataset from: 'Tropical deforestation accelerates local warming and loss of safe outdoor working hours'

description: Abstract: 'Climate change has increased heat exposure in many parts of the tropics, negatively impacting outdoor worker productivity and health. Although it is known that tropical deforestation causes local warming, the extent to which this warming affects people across the tropics is unknown. Here, we combine worker health guidelines with satellite, reanalysis, and population data to investigate how increases in local temperatures associated with recent deforestation (2003-2018) affects outdoor working conditions across low-latitude countries, and how future global climate change will magnify heat exposure for people in deforested areas. We find that the local warming associated with just 15 years of deforestation has caused losses in safe thermal working conditions for 2.8 million outdoor workers. We also show recent large-scale forest loss caused particularly large impacts on populations in locations such as the Brazilian states of Mato Grosso and Pará. Future global warming and additional forest loss will magnify these impacts.'
description: All data are in netcdf format. Note that the Hansen et al. tree cover, loss, and gain data latitude dimension is flipped relative to the remainder of the datasets. Associated scripts to load and plot data at: github.com/LukeAParsons/deforestation_heatexposure
description: {"references": ["Hansen et al. (2013) forest cover data: doi.org/10.1126/science.1244693", "Dinerstein et al. (2017) biome information: doi.org/10.1093/biosci/bix014", "NASA Goddard Space Flight Center, Ocean Ecology Laboratory, Ocean Biology Processing Group. Moderate-resolution Imaging Spectroradiometer (MODIS) Aqua"]}
DOI: 10.5281/zenodo.5707739
title: Dataset from: 'Tropical deforestation accelerates local warming and loss of safe outdoor working hours'

description: Abstract: 'Climate change has increased heat exposure in many parts of the tropics, negatively impacting outdoor worker productivity and health. Although it is known that tropical deforestation causes local warming, the extent to which this warming affects people across the tropics is unknown. Here, we combine worker health guidelines with satellite, reanalysis, and population data to investigate how increases in local temperatures associated with recent deforestation (2003-2018) affects outdoor working conditions across low-latitude countries, and how future global climate change will magnify heat exposure for people in deforested areas. We find that the local warming associated with just 15 years of deforestation has caused losses in safe thermal working conditions for 2.8 million outdoor workers. We also show recent large-scale forest loss caused particularly large impacts on populations in locations such as the Brazilian states of Mato Grosso and Pará. Future global warming and additional forest loss will magnify these impacts.'
description: All data are in netcdf format. Note that the Hansen et al. tree cover, loss, and gain data latitude dimension is flipped relative to the remainder of the datasets. Associated scripts to load and plot data at: github.com/LukeAParsons/deforestation_heatexposure
description: {"references": ["Hansen et al. (2013) forest cover data: doi.org/10.1126/science.1244693", "Dinerstein et al. (2017) biome information: doi.org/10.1093/biosci/bix014", "NASA Goddard Space Flight Center, Ocean Ecology Laboratory, Ocean Biology Processing Group. Moderate-resolution Imaging Spectroradiometer (MODIS) Aqua"]}
DOI: 10.5281/zenodo.5603004
title: Host Faults Database of central Italy

description: The <strong>Host</strong> <strong>Faults database</strong> of central Italy is an original compilation, on a GIS platform, of faults hosting the Structural Sites (SS) of the QUIN 1.0 database and neighboring to them. It is supplementary to: QUaternary fault strain INdicators database - QUIN 1.0 - first release from the Apennines of central Italy by: Giusy Lavecchia<sup>1,2</sup>, Simone Bello<sup>1,2*</sup>, Carlo Andrenacci<sup>1,2</sup>, Daniele Cirillo<sup>1,2</sup>, Federica Ferrarini<sup>1,2</sup>, Noemi Vicentini<sup>1,2</sup>, Rita de Nardis<sup>1,2</sup>, Gerald Roberts<sup>3</sup>,<sup> </sup>Francesco Brozzetti<sup>1,2</sup> <em>1: DiSPUTer - Dipartimento di Scienze Psicologiche, della Salute e del Territorio, Università G. d’Annunzio Chieti-Pescara, Chieti, Italy. 2: CRUST - Centro InteRUniversitario per l’analisi Sismotettonica Tridimensionale, Chieti, Italy. Corresponding author: Simone Bello (simone.bello@unich.it). 3: Department of Earth and Planetary Sciences, Birkbeck, University of London</em>
DOI: 10.21251/f7db4b77-5ece-4e33-9e7c-fda62a69289a
title: Resistance in public disputes dataset

description: This is the dataset for the paper 'Resistance in public disputes' paper. This includes eight clips, taken from public disputes found on social media (e.g. YouTube, Twitter). Where possible, both the full recording, an extended version and the clipped extract from the paper have been provided. These are labelled as such. Each clip corresponds to the similarly named transcript. Links to the original recordings can be found in the transcript, but these might fail to work after a period of time.
DOI: 10.5517/ccdc.csd.cc257sqy
title: CCDC 2003490: Experimental Crystal Structure Determination

description: Related Article: Rajkumar Kore, Manish Kumar Mishra, Uma Maheshwar Gonela, Robin D. Rogers|2021|Ind.Eng.Chem.Res.|59|18419|doi:10.1021/acs.iecr.0c03980
DOI: 10.5517/ccdc.csd.cc28vbj0
title: CCDC 2110682: Experimental Crystal Structure Determination

description: Related Article: Seyedeh Hekmat Mousavi, Mohammad Reza Mohammadizadeh, Samira Poorsadeghi, Satoru Arimitsu, Fatemeh Mohammadsaleh, Genta Kojya, Shinichi Gima|2021|RSC Advances|11|36748|doi:10.1039/D1RA07092D
DOI: 10.5517/ccdc.csd.cc28f9vw
title: CCDC 2098168: Experimental Crystal Structure Determination

description: Related Article: Basvaraj S. Kote, Harish S. Kunchur, Latchupatula Radhakrishna, Madhusudan K. Pandey, Maravanji S. Balakrishna|2021|Dalton Trans.|50|16782|doi:10.1039/D1DT02803K
DOI: 10.5517/ccdc.csd.cc28f9xy
title: CCDC 2098170: Experimental Crystal Structure Determination

description: Related Article: Basvaraj S. Kote, Harish S. Kunchur, Latchupatula Radhakrishna, Madhusudan K. Pandey, Maravanji S. Balakrishna|2021|Dalton Trans.|50|16782|doi:10.1039/D1DT02803K
DOI: 10.25838/d5p-29
title: Electronic Supporting Information for MOLSTRUC-D-21-03929

description: This collection gives a) the experimental and simulated zero-field spectrum of the electronic origin of 6-methylindole b) the experimental and simulated Stark spectrum of the electronic origin of 6-methylindole at 425.49 V/cm
DOI: 10.34808/0d4g-cs44
title: Dynamic impedance spectra of programmable dynamically changing RC model based on digital potentiometers

description: The dataset presents non-stationary impedance spectra of the RC model presented in the figure below. This model contains two digital potentiometers controlled digitally by the microcontroller. This solution allows to programmably control the value of the model impedance. Thanks to this, the model can be used as a test engine for evaluation of the dynamic impedance spectroscopy (DEIS). The impedance spectrum frequency range (1 Hz – 100 kHz) was selected in order to map the whole range of the model impedance changes. Details could be found in the refereced paper.  Figure top-right presents exemplary changes of thepotentiometers resistance for the following set of parameters: R2 START = R3 START = 1 kohm, R2 STOP = R3 STOP = 100 kohm. Figure top-left presents the resulting instantaneous impedance spectra for the model presented in Figure bottom-left and for parameters changing according to Figure top-right.
DOI: 10.21227/rjbq-8q23
title: VQA-RADPh

description: We invited medical imaging experts to check the dataset one by one and found that the question-answer pairs on the VQA-RAD dataset were not completely correct. In this case, the questionable data are filtered out from all the question-answer pairs. We discussed and revised these data with experts in multiple medical fields to correct the dataset. And it was found that the 48 question-answer pairs in the test set were not labeled. To improve data quality, we repaired the anomaly data and expanded the candidate answers from 486 to 521.
DOI: 10.6084/m9.figshare.17075393
title: TRS-L junctions

description: Coverage of Illumina reads from short sgRNA amplicons supporting a junction with the TRS-L<br>
DOI: 10.6084/m9.figshare.17075393.v1
title: TRS-L junctions

description: Coverage of Illumina reads from short sgRNA amplicons supporting a junction with the TRS-L<br>
DOI: 10.5519/qd.uzpm0cq3
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4966089 records)
DOI: 10.5281/zenodo.5722598
title: Alethe diademata decontaminated FSCR

description: .
DOI: 10.5281/zenodo.5722597
title: Alethe diademata decontaminated FSCR

description: .
DOI: 10.6084/m9.figshare.17061377
title: SARS-CoV-2 NRCeq hub

description: UCSC Genome Browser track hub for "Nanopore ReCappable Sequencing maps SARS-CoV-2 5’ capping sites and provides new insights into the structure of sgRNAs".This hub can be loaded in the Genome Browser by using this link.<br>
DOI: 10.6084/m9.figshare.17061377.v1
title: SARS-CoV-2 NRCeq hub

description: UCSC Genome Browser track hub for "Nanopore ReCappable Sequencing maps SARS-CoV-2 5’ capping sites and provides new insights into the structure of sgRNAs".This hub can be loaded in the Genome Browser by using this link.<br>
DOI: 10.25646/9310
title: Tagesdaten-CSV aus dem DIVI-Intensivregister

description: Die Tagesdaten-CSV entspricht einem Auszug der Daten des DIVI-Intensivregisters. Die Datei enthält eine Aggregation der aktuellsten Meldungen pro Landkreis. Es werden die aktuell gemeldeten Anzahlen der COVID-19 Intensivfälle sowie die gemeldeten intensivmedizinischen Behandlungskapazitäten angezeigt. Die Tagesdaten-CSV liefert dabei ausschließlich einen Blick auf die Daten gemäß dem Stand des betrachteten Tages. Die Daten sind im situationsbedingten Kontext aufbereitet, damit sind verschiedene Tagesdaten-CSVs u.U. nicht direkt miteinander vergleichbar. Die aktuellsten Meldungen werden im gewählten Betrachtungszeitfenster über alle Meldebereiche und Standorte aufsummiert. Weitere Informationen sind zu finden unter https://www.intensivregister.de/#/faq
DOI: 10.5281/zenodo.5724078
title: Supporting data for "Understanding the impact of precipitation kinetics on the electrochemical performance of lithium–sulfur batteries by operando X-ray diffraction"

description: This is the dataset of electrochemical and operando X-ray diffraction measurements for our publication "Understanding the impact of precipitation kinetics on the electrochemical performance of lithium–sulfur batteries by operando X-ray diffraction". This archive contains the raw data and scripts written in R used in the analysis and presentation of the results in this manuscript. Abstract of the manuscript: The complex reaction mechanism of the lithium–sulfur battery system consists of repetitive dissolution and precipitation of the sulfur-containing species in the positive electrode. In particular, the precipitation of lithium sulfide (Li<sub>2</sub>S) during discharge has been considered a crucial factor for obtaining a high degree of active material utilization. Here, the influence of electrolyte amount, electrode thickness, applied current and electrolyte salt on the formation of Li<sub>2</sub>S is systematically investigated in a series of operando X-ray diffraction experiments. Through a combination of simultaneous diffraction and resistance measurements, the evolution of Li<sub>2</sub>S is directly correlated to the variation in internal resistance and transport properties inside the positive electrode. The correlation indicates that at different stages, the Li<sub>2</sub>S precipitation both facilitates and impedes the discharge process. This information on the kinetics of Li<sub>2</sub>S formation offers mechanistic explanations for the strong impact of different electrochemical cell parameters on the cell performance and thus, directions for holistic optimizations to achieve high sulfur utilization.
DOI: 10.5281/zenodo.5724077
title: Supporting data for "Understanding the impact of precipitation kinetics on the electrochemical performance of lithium–sulfur batteries by operando X-ray diffraction"

description: This is the dataset of electrochemical and operando X-ray diffraction measurements for our publication "Understanding the impact of precipitation kinetics on the electrochemical performance of lithium–sulfur batteries by operando X-ray diffraction". This archive contains the raw data and scripts written in R used in the analysis and presentation of the results in this manuscript. Abstract of the manuscript: The complex reaction mechanism of the lithium–sulfur battery system consists of repetitive dissolution and precipitation of the sulfur-containing species in the positive electrode. In particular, the precipitation of lithium sulfide (Li<sub>2</sub>S) during discharge has been considered a crucial factor for obtaining a high degree of active material utilization. Here, the influence of electrolyte amount, electrode thickness, applied current and electrolyte salt on the formation of Li<sub>2</sub>S is systematically investigated in a series of operando X-ray diffraction experiments. Through a combination of simultaneous diffraction and resistance measurements, the evolution of Li<sub>2</sub>S is directly correlated to the variation in internal resistance and transport properties inside the positive electrode. The correlation indicates that at different stages, the Li<sub>2</sub>S precipitation both facilitates and impedes the discharge process. This information on the kinetics of Li<sub>2</sub>S formation offers mechanistic explanations for the strong impact of different electrochemical cell parameters on the cell performance and thus, directions for holistic optimizations to achieve high sulfur utilization.
DOI: 10.34740/kaggle/dsv/2847649
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.5281/zenodo.5724045
title: DSCT

description: data.zip contains 95 images with various crack numbers and shapes (e.g., single crack, multi-crack, strip crack, mesh crack). The image size is 300×300 pixels after re-size transformation. Two Chinese medicine practitioners collaboratively divided95 images into 42 severe cracked tongues (labeled 1) and 53 mild cracked tongues (labeled 0). We call these image labels the gold standard in this study. The image size is 300×300 pixels after re-size transformation. code.zip involves crack extraction, feature extraction and severe cracked tongue recognition with different features and different classifiers.
DOI: 10.5281/zenodo.5724044
title: DSCT

description: data.zip contains 95 images with various crack numbers and shapes (e.g., single crack, multi-crack, strip crack, mesh crack). The image size is 300×300 pixels after re-size transformation. Two Chinese medicine practitioners collaboratively divided95 images into 42 severe cracked tongues (labeled 1) and 53 mild cracked tongues (labeled 0). We call these image labels the gold standard in this study. The image size is 300×300 pixels after re-size transformation. code.zip involves crack extraction, feature extraction and severe cracked tongue recognition with different features and different classifiers.
DOI: 10.34740/kaggle/dsv/2847681
title: 2021 World Population (updated daily)
DOI: 10.5281/zenodo.5724107
title: Integral analysis of hydrodynamic cavitation effects on waste activated sludge characteristics, potentially toxic metals, microorganisms and identification of microplastics

description: FTIR and Raman Spectroscopy Data
DOI: 10.5281/zenodo.5724091
title: Chironex yamaguchii SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5724090
title: Chironex yamaguchii SPAdes preassembly

description: .
DOI: 10.15468/dces77
title: Diversity and distribution of North Atlantic Lepechinellidae (Amphipoda: Crustacea)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lörz, Anne-Nina, Brix, Saskia, Jażdżewska, Anna M., Hughes, Lauren Elizabeth (2020): Diversity and distribution of North Atlantic Lepechinellidae (Amphipoda: Crustacea). Zoological Journal of the Linnean Society 190: 1095-1122, DOI: 10.1093/zoolinnean/zlaa024, URL: https://academic.oup.com/zoolinnean/advance-article/doi/10.1093/zoolinnean/zlaa024/5825067
DOI: 10.5281/zenodo.4964524
title: A novel urinary proteomics classifier for non-invasive evaluation of interstitial fibrosis and tubular atrophy in chronic kidney disease

description: <strong>Abstract: </strong>(1) Background: Non-invasive urinary peptides biomarkers are able to detect and predict chronic kidney disease (CKD). Moreover, specific urinary peptides enable discrimination of different CKD etiologies and offer an interesting alternative to invasive kidney biopsy, which cannot always be performed. The aim of this study was to define a urinary peptide classifier using mass spectrometry technology to predict the degree interstitial fibrosis and tubular atrophy (IFTA) associated urinary peptides; (2) Methods: The urinary peptides profiles of 435 patients enrolled in this study were analysed using capillary electrophoresis coupled with mass spectrometry (CE-MS). Urine samples were collected on the day of the diagnostic kidney biopsy. The proteomics data were divided into a training (n=200) and a test (n=135) cohort. The fibrosis group was defined as IFTA ≥15% and no fibrosis as IFTA&lt;10%.; (3) Results: Statistical comparison of the mass spectrometry data enabled identification of 29 urinary peptides associated with IFTA. When combined into a classifier (FPP_BH29), the FPP_BH29 separated the fibrosis and no fibrosis patients from an independent test set (n=186) with area under the curve (AUC) of 0.84 (95%CI: 0.779 to 0.889). A significant correlation of IFTA and FPP_BH29 scores could be observed (rho=-0.5, p&lt;0.0001; (4) Urinary proteomics analysis serves as a non-invasive tool to evaluate the degree of renal fibrosis and in contrast to kidney biopsy allows repeat measurements during the disease course.
DOI: 10.5281/zenodo.4964523
title: A novel urinary proteomics classifier for non-invasive evaluation of interstitial fibrosis and tubular atrophy in chronic kidney disease

description: <strong>Abstract: </strong>(1) Background: Non-invasive urinary peptides biomarkers are able to detect and predict chronic kidney disease (CKD). Moreover, specific urinary peptides enable discrimination of different CKD etiologies and offer an interesting alternative to invasive kidney biopsy, which cannot always be performed. The aim of this study was to define a urinary peptide classifier using mass spectrometry technology to predict the degree interstitial fibrosis and tubular atrophy (IFTA) associated urinary peptides; (2) Methods: The urinary peptides profiles of 435 patients enrolled in this study were analysed using capillary electrophoresis coupled with mass spectrometry (CE-MS). Urine samples were collected on the day of the diagnostic kidney biopsy. The proteomics data were divided into a training (n=200) and a test (n=135) cohort. The fibrosis group was defined as IFTA ≥15% and no fibrosis as IFTA&lt;10%.; (3) Results: Statistical comparison of the mass spectrometry data enabled identification of 29 urinary peptides associated with IFTA. When combined into a classifier (FPP_BH29), the FPP_BH29 separated the fibrosis and no fibrosis patients from an independent test set (n=186) with area under the curve (AUC) of 0.84 (95%CI: 0.779 to 0.889). A significant correlation of IFTA and FPP_BH29 scores could be observed (rho=-0.5, p&lt;0.0001; (4) Urinary proteomics analysis serves as a non-invasive tool to evaluate the degree of renal fibrosis and in contrast to kidney biopsy allows repeat measurements during the disease course.
DOI: 10.17632/g6sk4z4fbw.1
title: Dataset: Viewing Airbnb from Twitter: factors associated with users' utilization

description:  A total of 21,097 tweets was collected in a period of two months, and the tweets were qualitatively analyzed with the help of text analysis tools to verify the discourse of discussion. Literature was reviewed for common factors attracting clients to an Airbnb accommodation.

Phoey Lee Teh, Yeh Ching Low, and Pei Boon Ooi. 2020. Viewing Airbnb from Twitter: factors associated with users' utilization. In Proceedings of the 22nd International Conference on Information Integration and Web-based Applications & Services (iiWAS '20). Association for Computing Machinery, New York, NY, USA, 274–281. DOI:https://doi.org/10.1145/3428757.3429112
DOI: 10.18728/igb-fred-596.0
title: Lake Stechlin ice observations 1998-2020

description: Ice observations at Lake Stechlin including percentage of ice cover, percentage of snow cover on ice, ice thickness and snow thickness in the years 1998-2020.
DOI: 10.5281/zenodo.5543392
title: Modeling cyanobacteria life cycle dynamics and historical nitrogen fixation in the Baltic Proper - Datasets

description: Observational and model datasets used in: Modeling cyanobacteria life cycle dynamics and historical nitrogen fixation in the Baltic Proper.