cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7988789
title: Model weights and pre-processed audio files for Diffiner

description: This repository contains the pre-trained model weights for Diffiner proposed in the paper Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement by Sony. Furthermore, to run Diffiner same as our paper, the preceding results processed by DCUnet are provided here. More information about Diffiner including our codes is available in https://github.com/sony/diffiner.
DOI: 10.6084/m9.figshare.23266256
title: ENCFF056AAI.bigInteract

description: HepG2 Pol II ChIA-PET downloaded from Encode, host here to visualize on UCSC genome browser
DOI: 10.6084/m9.figshare.23266256.v1
title: ENCFF056AAI.bigInteract

description: HepG2 Pol II ChIA-PET downloaded from Encode, host here to visualize on UCSC genome browser
DOI: 10.5281/zenodo.7783667
title: Radio Galaxy Zoo: #Tagging Radio Subjects using Text

description: RadioTalk is a platform that enabled citizen scientists of the Radio Galaxy Zoo (RGZ) project to provide additional descriptions of the radio subjects they were observing. This dataset contains a wealth of auxiliary information in the form of tags and comments which are especially valuable for extended radio sources. Our work is the first to explore this dataset, and for the first time, we combine text and image features to automatically classify radio galaxies using a machine learning approach. Text annotations are rare but valuable sources of information for the classification of astronomical sources.
description: data_train.zip: compressed csv file for training data. data_val.zip: compressed csv file for validation data. data_test.zip: compressed csv file for test data. Each row in the csv file corresponds to a radio subject. Columns corresponds to features and tags: radio image features (column radio001 to column radio768), infrared image features (column ir001 to column ir768), RadioTalk discussion text features (column text001 to column text768), and boolean indicator of tags (the last 11 columns).
DOI: 10.5281/zenodo.7988868
title: Radio Galaxy Zoo: Tagging Radio Subjects using Text

description: RadioTalk is a communication platform that enabled members of the Radio Galaxy Zoo (RGZ) citizen science project to engage in discussion threads and provide further descriptions of the radio subjects they were observing in the form of tags and comments. It contains a wealth of auxiliary information which is useful for the morphology identification of complex and extended radio sources. In this paper, we present this new dataset, and for the first time in radio astronomy, we combine text and images to automatically classify radio galaxies using a multi-modal learning approach. We found incorporating text features improved classification performance which demonstrates that text annotations are rare but valuable sources of information for classifying astronomical sources, and suggests the importance of exploiting multi-modal information in future citizen science projects. We also discovered over 10,000 new radio sources beyond the RGZ-DR1 catalogue in this dataset.
description: data_train.zip: compressed csv file for training data. data_val.zip: compressed csv file for validation data. data_test.zip: compressed csv file for test data. Each row in the csv file corresponds to a radio subject. Columns corresponds to features and tags: radio image features (column radio001 to column radio768), infrared image features (column ir001 to column ir768), RadioTalk discussion text features (column text001 to column text768), and boolean indicator of tags (the last 11 columns).
DOI: 10.5281/zenodo.7783666
title: Radio Galaxy Zoo: Tagging Radio Subjects using Text

description: RadioTalk is a communication platform that enabled members of the Radio Galaxy Zoo (RGZ) citizen science project to engage in discussion threads and provide further descriptions of the radio subjects they were observing in the form of tags and comments. It contains a wealth of auxiliary information which is useful for the morphology identification of complex and extended radio sources. In this paper, we present this new dataset, and for the first time in radio astronomy, we combine text and images to automatically classify radio galaxies using a multi-modal learning approach. We found incorporating text features improved classification performance which demonstrates that text annotations are rare but valuable sources of information for classifying astronomical sources, and suggests the importance of exploiting multi-modal information in future citizen science projects. We also discovered over 10,000 new radio sources beyond the RGZ-DR1 catalogue in this dataset.
description: data_train.zip: compressed csv file for training data. data_val.zip: compressed csv file for validation data. data_test.zip: compressed csv file for test data. Each row in the csv file corresponds to a radio subject. Columns corresponds to features and tags: radio image features (column radio001 to column radio768), infrared image features (column ir001 to column ir768), RadioTalk discussion text features (column text001 to column text768), and boolean indicator of tags (the last 11 columns).
DOI: 10.4121/20222334
title: E001 - Stiffness and Hinge Release Study (October 2021) (Data underlying the publication: Effect of Wing Stiffness and Folding Wingtip Release Threshold on Gust Loads)

description: Data set from an aeroelastic wind tunnel study. Five wings with flared folding wingtip, featuring different stiffness properties, are tested in static and dynamic conditions (1-cosine gusts) to assess their gust load alleviation capabilities.The dataset includes:Static measurements: 10 seconds (for statistical evaluation) at different angles of attack (AoA) in both free-hinge and locked-hinge conditions.Dynamic measurements: measurements for 1-cosine gusts at different AoA, gust frequency and hinge release thresholds.Matlab scripts to read and process the raw data.
DOI: 10.4121/20222334.v2
title: E001 - Stiffness and Hinge Release Study (October 2021) (Data underlying the publication: Effect of Wing Stiffness and Folding Wingtip Release Threshold on Gust Loads)

description: Data set from an aeroelastic wind tunnel study. Five wings with flared folding wingtip, featuring different stiffness properties, are tested in static and dynamic conditions (1-cosine gusts) to assess their gust load alleviation capabilities.The dataset includes:Static measurements: 10 seconds (for statistical evaluation) at different angles of attack (AoA) in both free-hinge and locked-hinge conditions.Dynamic measurements: measurements for 1-cosine gusts at different AoA, gust frequency and hinge release thresholds.Matlab scripts to read and process the raw data.
DOI: 10.24378/exe.4644
title: Effect of charge transfer on band alignment in 2D|3D heterostructures: A study of HfS₂|HfO₂ interfaces (dataset)

description: HfS₂|HfO₂ interfaces present a uniquely interesting study in band alignment. The band alignment between materials determines the viability of many electronic devices. We have modeled a variety of two-dimensional|three-dimensional (2D|3D) interfaces HfS₂|HfO₂ interfaces, showing that the band alignment can change substantially depending on the geometric alignment. Our results have shown that there exists almost no electronic reconstruction when layers of HfS₂ are placed on a HfO₂ substrate. Conversely, when the in-plane connection between HfS₂ and HfO₂ is made (lateral), there is a more significant interface reconstruction present. In the latter case, all examples considered yielded a type I alignment, whereas in the case that layers were parallel to the HfO₂ substrate (stacked) we found that the alignment was either type I or type II with a very small difference between the valance band offsets of the two constituents. We show that the range in the barrier heights between these two systems can vary by up to 2.46 eV. This variation is driven by the amount of charge-transfer across the interface and indicate that 2D|3D interfaces have considerably more tunability in their band alignment than 2D2D or 3D|3D interfaces.
description: Dataset for HfS₂ bulk crystals and slabs, HfO₂ bulk crystals and slabs, and HfS₂|HfO₂ heterostructures. README outlining , Excel spreadsheet. A README has been provided to outline the dataset's directory tree. The spreadsheet contains geometric, energetic, and electronic results from the bulks, slabs, and interfaces.
description: The article associated with this dataset is available in ORE at: http://hdl.handle.net/10871/133235
DOI: 10.6084/m9.figshare.22726307.v1
title: Layered Metals as Polarized Transparent Conductors

description: Data of figures in the manuscript Layered Metals as Polarized Transparent Conductors
DOI: 10.6084/m9.figshare.22726307
title: Layered Metals as Polarized Transparent Conductors

description: Data of figures in the manuscript Layered Metals as Polarized Transparent Conductors
DOI: 10.6084/m9.figshare.22743968.v1
title: Characteristics of methane emissions from alpine thermokarst lakes on the Tibetan Plateau

description: Carbon fluxes from thermokarst lakes, gene annotation of methanogenic microorganisms, taxa annotation of methanogenic microorganisms.
DOI: 10.6084/m9.figshare.22736681.v1
title: Lysyl oxidase-like 3 restrains mitochondrial ferroptosis to promote liver cancer chemoresistance by stabilizing dihydroorotate dehydrogenase

description: Excel format
DOI: 10.6084/m9.figshare.22743968
title: Characteristics of methane emissions from alpine thermokarst lakes on the Tibetan Plateau

description: Carbon fluxes from thermokarst lakes, gene annotation of methanogenic microorganisms, taxa annotation of methanogenic microorganisms.
DOI: 10.6084/m9.figshare.22736681
title: Lysyl oxidase-like 3 restrains mitochondrial ferroptosis to promote liver cancer chemoresistance by stabilizing dihydroorotate dehydrogenase

description: Excel format
DOI: 10.6084/m9.figshare.22811126.v1
title: Polycage membranes for precise molecular separation and catalysis

description: NMR, images and additional characterization of membranes prepared with porous cages
DOI: 10.6084/m9.figshare.22811126
title: Polycage membranes for precise molecular separation and catalysis

description: NMR, images and additional characterization of membranes prepared with porous cages
DOI: 10.6084/m9.figshare.22734158.v1
title: The Double Protonation of Dihapto Coordinated Benzene Complexes Enables Dearomatization Using Aromatic Nucleophiles

description: synthetic details and NMR characterization data for all compounds described in manuscript
DOI: 10.6084/m9.figshare.22734158
title: The Double Protonation of Dihapto Coordinated Benzene Complexes Enables Dearomatization Using Aromatic Nucleophiles

description: synthetic details and NMR characterization data for all compounds described in manuscript
DOI: 10.34740/kaggle/dsv/5816627
title: Mohammed Ali Jinnah : 1935 - 1948
DOI: 10.4121/20749069
title: Data underlying the publication: Modelling communication-enabled traffic interactions

description: This data is the data underlying the publication "Modelling communication-enabled traffic interactions". It consists of the simulated interaction behaviour of the proposed model for four scenarios (A, B, C, & D). Besides that, there are a series of car-following behaviour on a straight road for the same model. All data is generated and can be visualised using the code in the linked github repository.
DOI: 10.4121/20749069.v3
title: Data underlying the publication: Modelling communication-enabled traffic interactions

description: This data is the data underlying the publication "Modelling communication-enabled traffic interactions". It consists of the simulated interaction behaviour of the proposed model for four scenarios (A, B, C, & D). Besides that, there are a series of car-following behaviour on a straight road for the same model. All data is generated and can be visualised using the code in the linked github repository.
DOI: 10.4121/d09043de-63d4-47da-9360-2a6d04d5ebd3
title: Data underlying the conference paper: Interior design features predicting satisfaction with office workspace privacy and noise.

description: Anonymous survey data on interior design features of office workspaces and user satisfaction with privacy and noise
DOI: 10.4121/d09043de-63d4-47da-9360-2a6d04d5ebd3.v2
title: Data underlying the conference paper: Interior design features predicting satisfaction with office workspace privacy and noise.

description: Anonymous survey data on interior design features of office workspaces and user satisfaction with privacy and noise
DOI: 10.5281/zenodo.7988505
title: LCA - susbsampling from each of the 14 studies

description: 75k cells out of the 584k
DOI: 10.5281/zenodo.7988504
title: LCA - susbsampling from each of the 14 studies

description: 75k cells out of the 584k
DOI: 10.5281/zenodo.5788040
title: Mechanism for the Uplift of Gongga Shan in the Southeastern Tibetan Plateau Constrained by 3D Magnetotelluric Data

description: The *.data, *.rho, and *.zip files are associated with a paper titled 'Mechanism for the Uplift of Gongga Shan in the Southeastern Tibetan Plateau Constrained by 3D Magnetotelluric Data' in Geophysical Research Letters published in 2022. On the basis of this data and inversion model, we addressed that the rapid uplift of the Gongga Shan massif likely occurred by the underthrusting of the Yangtze Craton. More details about the electrical resistivity model and its interpretations can be found in our journal paper. All the resulting files from ModEM are included in the 'ModEM_Inversion_Results.zip'. All the figures in the paper and supplementary are included in the 'GRL_All_Figures.zip' and 'Figure_S5_All_Responses.zip'. The resulting model and data output in ModEM format can be found in .rho and .data files. The ModEM is an open-source code package for MT 3D inversion, which is provided by Gary Egbert, Anna Kelbert, and Naser Meqbel and can be found on this website: https://sites.google.com/site/modularem/download. Please note that the 3D resistivity model files in general format includes four columns -- longitude, latitude, depth, and resistivity, the one who wants to plot the model via GMT, MATLAB, Surface, etc., can find these files in 'Gongga_3D_Resistivity_Model_Files.zip'. In this zip, you will find the resistivity model of each horizontal slice of different depths and a file including all the slices. A MATLAB script called 'see_slice.m' is included in the folder which can help to quickly view these resistivity slices.
description: This work is funded by the State Key Laboratory of Earthquake Dynamics of China (grant LED2015A01) in the Institute of Geology, China Earthquake Administration; by the National Key R&D Program of China (Grant 2018YFC1503402, 2004CB418402). We would like to thank the people who helped with the MT data acquisition at Gongga Shan.
description: {"references": ["Kelbert, A., Meqbel, N., Egbert, G. D., and Tandon, K., 2014, ModEM: A modular system for inversion of electromagnetic geophysical data: Computers & Geosciences, v. 66, p. 40-53."]}
DOI: 10.6084/m9.figshare.23266265
title: Data for "How will global carbon cycle respond to negative emissions?"

description: Using the CESM2 model, a simulated dataset was created to investigate the response of the global carbon cycle to negative emissions through an emission-driven carbon dioxide removal simulation in the study titled "How will the global carbon cycle respond to negative emissions?".
DOI: 10.6084/m9.figshare.23266265.v1
title: Data for "How will global carbon cycle respond to negative emissions?"

description: Using the CESM2 model, a simulated dataset was created to investigate the response of the global carbon cycle to negative emissions through an emission-driven carbon dioxide removal simulation in the study titled "How will the global carbon cycle respond to negative emissions?".
DOI: 10.5281/zenodo.7716392
title: Dataset for "The East-West Asymmetry of Particle Intensity in Energetic Storm Particle Events"

description: Here we present the simulation results and the list of ESP events for the paper "The East-West Asymmetry of Particle Intensity in Energetic Storm Particle Events". Detailed descriptions of the simulation results can be found in the manuscript.
DOI: 10.5281/zenodo.7716393
title: Dataset for "The East-West Asymmetry of Particle Intensity in Energetic Storm Particle Events"

description: Here we present the simulation results and the list of ESP events for the paper "The East-West Asymmetry of Particle Intensity in Energetic Storm Particle Events". Detailed descriptions of the simulation results can be found in the manuscript.
DOI: 10.6084/m9.figshare.23266319
title: De novo assembly of Trifolium repens

description: This study reports a high-quality de novo assembly for white clover obtained at the chromosomal level using PacBio third-generation Hi-Fi sequencing. The generated high-quality genome assembly of white clover provides a key basis for accelerating the research and molecular breeding of this important forage crop. The genome is also valuable for future studies on legume forage biology, evolution, and genome-wide mapping of quantitative trait loci associated with the relevant agronomic traits.
DOI: 10.15468/dl.wbwfk5
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Peperomia quadrifolia (L.) Kunth"
 ]
}

 The dataset includes 148 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039142-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdm3ty
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Meghimatium pictum (Stoliczka, 1873)"
 ]
}

 The dataset includes 51 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008246-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzmmsd
title: Occurrence Download

description: A dataset containing 2128 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Universitat de València, Colecciones de Criptógamas: VAL_Algae"
 ]
}

 The dataset includes 2128 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004413-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8gm5c
title: Occurrence Download

description: A dataset containing 456 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysopsis scabrella Torr. & A.Gray"
 ]
}

 The dataset includes 456 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137610-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.01cvoj
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Kalmia latifolia L."
 ]
}

 The dataset includes 656 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004413-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8grm9t
title: Occurrence Download

description: A dataset containing 34253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.2677 36.94462,-6.54895 36.75473,-6.3468 36.34522,-5.92493 36.04732,-5.52063 35.94066,-5.12512 36.11125,-4.94055 36.40183,-4.93176 36.82512,-5.30969 37.08498,-5.57336 37.15506,-5.81946 37.19708,-6.15344 37.13405,-6.2677 36.94462))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 34253 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017849-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxfavd
title: Occurrence Download

description: A dataset containing 721495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((2.479608666666667 32.097476, 2.479608666666667 49.184106666666665, -31.565747 49.184106666666665, -31.565747 32.097476, 2.479608666666667 32.097476))",
 "EventDate is 2020-01-01,2020-01-31"
 ]
}

 The dataset includes 721495 records from 403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031917-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcqyff
title: Occurrence Download

description: A dataset containing 238440 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus L."
 ]
}

 The dataset includes 238440 records from 591 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004413-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h4a2q
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tamarix ramosissima Ledeb."
 ]
}

 The dataset includes 112 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017855-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6v9h3
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parasa lepida (Cramer, 1779)"
 ]
}

 The dataset includes 226 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031914-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4encsm
title: Occurrence Download

description: A dataset containing 297929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -82,-180 82,180 82,180 -82,-180 -82))"
 ]
}

 The dataset includes 297929 records from 295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004414-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.glpn8x
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blattella germanica (Linnaeus, 1767)"
 ]
}

 The dataset's 3 records were derived from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019279-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.