cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29209574
title: Supplementary Material for: Effects of On- and Off-Medication Periods on Walking Performance in Parkinson's Disease: Insights from Movement Synergies

description: Introduction: Impaired walking performance significantly impacts the quality of life in individuals with Parkinson's disease (PD). This study aimed to examine the effects of medication "on" and "off" periods on walking performance, focusing on an alternative aspect of traditional gait analysis by assessing movement components or synergies (i.e., principal movements, PMs). Methods: Principal Component Analysis (PCA) was used to decompose kinematic marker data from 22 PD patients (64.1 ± 10.5 years) during self-selected speed overground walking into a set of PMs that cooperatively contribute to the locomotion task. Gait adaptation between medication periods was assessed using two PM-based variables: relative explained variance (rVAR) of the PM’s position, reflecting movement structure, and root-mean-square (RMS) of the PM’s acceleration, indicating movement acceleration magnitude and reflecting changes in force or speed. Results: The on-medication condition increased the contribution (greater rVAR) of PM2, representing the swing-phase movement component (p = 0.001), and enhanced movement acceleration magnitudes (greater RMS) in PM4, characterizing the single-leg support phase coupled with trunk rotation (p = 0.026). Conclusion: Although medication enhances propulsion by increasing the contribution of swing-phase movement components, thereby improving forward movement and walking efficiency, it may also lead to instability during the single-leg stance phase.
DOI: 10.15468/dl.mh6as3
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014839-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxkd8m
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Sightings Map of Invasive Plants in Portugal, Observation.org, Nature data from around the World, Biodiversity4all Research-Grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, 16e26fb0-7f13-4ae2-b57c-2543f451f5b3, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, e3aa237e-53c8-4c46-93ef-77a18bb9c80e)",
 "TaxonKey is Acacia saligna (Labill.) H.L.Wendl.",
 "Year 2019-2024"
 ]
}

 The dataset includes 445 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011250-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crcun9
title: Occurrence Download

description: A dataset containing 98807 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyanopica cyanus"
 ]
}

 The dataset includes 98807 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041849-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6069/ha1s-8591
title: Molecular details of ligand binding to the intrinsically disordered N terminus of the neuropeptide Y receptor

description: Neuropeptide Y (NPY) receptors comprise a family of rhodopsin-like G-protein coupled receptors (GPCRs) that participate in controlling food intake, memory retention, and circadian rhythm, making them highly attractive drug targets. However, the multiligand nature of NPY receptors, such as the NPY receptor type 2 (Y2R), requires a detailed understanding of the receptor’s interactions with their natural ligands. Binding assays have so far provided insights into multiple Y2R-NPY conformers with distinct binding affinities that might also be controlled by intracellular Y2R-Gi protein-protein interactions. However, structural biology approaches, such as X-ray crystallography or cryo-electron microscopy, have so far not been able to capture these Y2R-NPY conformers, nor have they been able to resolve the conformational states of Y2R’s N-terminus. The N-terminus of Y2R has been classified as intrinsically disordered region. Cross-linking mass spectrometry (XL-MS) was employed to characterize the different conformational states and binding modes of Y2R upon binding of its ligand NPY. Cross-linked peptide digests were analyzed on a timsTOF Pro instrument using Parallel Signal Accumulation and Fragmentation operated in data dependent acquisition (DDA) and data independent acquisition (DIA) modes. The combined effects of precursor ion accumulation in the TIMS cell, fragment ion current accumulation through fragmentation events stacking, and the additional ion mobility dimension of peptide separation by DDA-PASEF provided better fragment ion spectral evidence of low-intensity cross-linked peptides. At the same time, spectra generated by co-isolation of high-abundant unmodified peptides were minimized. The comprehensive evaluation of each cross-linked peptide’s chromatographic and ion mobility properties in Skyline, in addition to fragment ion spectra, greatly improved the confidence of filtered peptide identifications. For the Y2R-NPY interaction, multiple cross-linking sites were identified between Y2R and NPY, involving the disordered N-terminal region of Y2R. The coexistence of different cross-linking sites between Y2R’s N-terminus and different amino acids in NPY point to multiple conformational states of Y2R’s N-terminus. Our results provide first insights into the interactions of NPY with Y2R at a molecular level.
DOI: 10.15468/dl.a7qmcd
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus sativus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041898-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7596w
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus sativus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041899-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6swux5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus sativus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041900-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7f68f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthophyceae",
 "Geometry POLYGON ((25.0214 -34.0501, 25.5395 -34.1098, 25.5395 -32.9007, 20.509 -32.9007, 20.509 -34.5676, 20.524 -34.555, 20.8859 -34.5419, 20.9606 -34.4398, 21.2995 -34.5131, 21.5296 -34.4338, 21.8696 -34.4439, 22.0323 -34.2835, 22.221 -34.2428, 22.2566 -34.1304, 22.5993 -34.0741, 22.9652 -34.1674, 23.4069 -34.1858, 23.4955 -34.0792, 23.6056 -34.0563, 24.8471 -34.2877, 24.9447 -34.2397, 25.0214 -34.0501))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041901-250811113504898/datasets/export for details.
DOI: 10.21227/tqq2-se62
title: "Government Attention and Firm\u2019s Innovation Transformation Efficiency"

description: "Our dataset is obtained through multiple sources.  First, the policy text data are collected through the PKULaw database.  Second, firm-level data are mainly obtained from the China Stock Market and Accounting Research (CSMAR) database and supplemented by the Wind database and the Chinese Research Data Services Platform (CNRDS).  Third, the patent-level data are obtained from the patent data of publicly listed firms in the China National Intellectual Property Administration.  Fourth, city-level and province level data are obtained from China Statistical Yearbook and China City Statistical Yearbook."
DOI: 10.57745/h25l1f
title: DICTIONNAIRE_VARIABLES_RPG_SOL_CLIMAT.csv

description: :unav
DOI: 10.57745/6wkdz3
title: RPG2021_sol_climat.csv

description: :unav
DOI: 10.57745/nw6k7r
title: RPG2021_sol_climat.parquet

description: :unav
DOI: 10.57745/gakcrn
title: RPG sol et climat 2021

description: Information sur le sol et le climat des parcelles du RPG 2021Ce jeu de données contient, pour chaque parcelle du RPG, identifiée par son identifiant public source IGN : - la commune dans laquelle se situe la majeure partie de sa surface, le département, la région - son altitude (moyenne, min et max), sa pente moyenne et son orientation, source Bd-Alti de l'IGN - les coordonnées et le numéro de maille SAFRAN dont le centroïde est le plus proche de celui de la parcelle, source grille SAFRAN Météo-France - la ou les unités cartographiques de sols dans lesquelles se situent la parcelle, source European Soil Data Base (ESDB) . Ces données visent à faciliter le rapprochement entre les parcelles du RPG, les données climatiques passées ou futures, ainsi que les caractéristiques de sols.
DOI: 10.15468/dl.9uvb77
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthophyceae",
 "Geometry POLYGON ((32.064 -28.9416, 32.4847 -28.5786, 30.5701 -28.5786, 30.5701 -30.7329, 30.6252 -30.6659, 31.4179 -29.4257, 31.8178 -29.0299, 32.064 -28.9416))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041903-250811113504898/datasets/export for details.
DOI: 10.15468/dl.6y5d9m
title: Occurrence Download

description: A dataset containing 4506 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrilus planipennis"
 ]
}

 The dataset includes 4506 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041902-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gc24jq
title: Occurrence Download

description: A dataset containing 2838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus sativus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2838 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041904-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2nvw4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus sativus",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041905-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8jcsv
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus sativus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041906-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15862831
title: UNIONS-VLASS Radio Galaxy Catalog

description: The Ultraviolet Near-Infrared Optical Northern Survey (UNIONS) - Very Large Array Sky Survey (VLASS) radio galaxy catalog

Datasets included:






UNIONS

CFHT:u + r; Subaru: g + z; Pan-STARRS: i
https://www.skysurvey.cc/




VLASS Epoch 2

VLA, 3 GHz
https://cirada.ca/vlasscatalogueql0




FIRST

VLA, 1.4 GHz
https://sundog.stsci.edu/




LoTSS DR2

LoFAR, 144 MHz
https://lofar-surveys.org/dr2_release.html




SDSS DR16

ugriz
https://www.sdss4.org/dr16/




Pan-STARRS

grizy
https://outerspace.stsci.edu/display/PANSTARRS/


AllWISE
3.4, 4.6, 12, and 22 micron
https://wise2.ipac.caltech.edu/docs/release/allwise/


unWISE
3.4 and 4.6 micron
https://unwise.me/




Supplemented columns:






sep_{survey1}_{survey2}

arcsec
angular separations of each pair of radio surveys and UNIONS


alpha_{survey1}_{survey2}
 
spectral index and the corresponding errors of each pair of radio surveys


r_obs
 
observed radio loudness


luminosity_{frequency}
W/Hz
radio spectral luminosity at a certain frequency


mag_{survey}
mag
radio AB magnitudes [mag] for VLASS and FIRST


ls_{survey}
kpc
projected linear size [kpc] of VLASS and LoTSS


flag_z_photo
 
reliability of UNIONS photo-z


Z_B_ref
 
preferred UNIONS redshifts


Z_ref
 
preferred redshifts


extended
 
flag of an extended radio source


flag_multi_opt
 
flag of multiple optical counterparts




The calculations and details of these columns are described in Table 3 in Zhong et al. (2025, accepted for publication in ApJS; https://arxiv.org/abs/2507.08604).
DOI: 10.15468/dl.99pu8n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthophyceae",
 "Geometry POLYGON ((35.5808 -24.13, 35.5909 -24.0715, 30.5701 -24.0715, 30.5701 -28.5786, 32.4847 -28.5786, 32.55 -28.5222, 33.0346 -26.8668, 32.9741 -26.7838, 33.0415 -26.059, 32.9304 -26.0011, 32.7994 -26.1281, 32.6834 -26.0015, 32.813 -25.8728, 32.8513 -25.7166, 33.3048 -25.3731, 35.1489 -24.6699, 35.5808 -24.13))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041908-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.armnv2
title: Occurrence Download

description: A dataset containing 479672 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Southern Ocean Continuous Zooplankton Recorder (SO-CPR) Survey"
 ]
}

 The dataset includes 479672 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041896-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16739357
title: Atlantification index (ATLi) data (and code) for a CMIP6 multi-model ensemble of historical and ssp585 simulations

description: This folder contains 12 NetCDF files that provide annual time series of the Atlantification index (ATLi) derived from an ensemble of CMIP6 climate simulations, along with an accompanying .R code file detailing the calculations used to obtain ATLi and to identify the position of the Atlantic-Arctic boundary. 

ATLi measures the relative areal extension of the Atlantic domain in the European Arctic, specifically in the Fram Strait and Barents Sea. This index is introduced and described in the manuscript "Future Atlantification of the European Arctic limited under sustained global warming" by De Rovere et al. (2025), published in Scientific Reports (https://doi.org/10.1038/s41598-025-16161-8).

The naming convention for each NetCDF file follows the structure: ATLi_{model}_historical_ssp585_{realization}.nc, where {model} corresponds to the CMIP6 model name (considered models are MPI-ESM1-2-LR, MRI-ESM2-0, MIROC-ES2L, and IPSL-6A-LR), and {realization} indicates the realization code. Each dataset contains two variables: time and annual-mean ATLi time series. ATLi for the ssp585 experiment is concatenated to the corresponding historical ATLi from which the ssp585 experiment is initialized, resulting in annual time series spanning from 1850 to 2100.

The R script titled "Cluster_front_ATLi" provides a standardized version of the code performing the following calculations: 

1) conduct the cluster analysis used to distinguish between the Atlantic and Arctic domains in the European Arctic 

2) identify grid points characterizing the Atlantic front

3) calculate the ATLi index.

 ATLi index.
DOI: 10.5281/zenodo.16739358
title: Atlantification index (ATLi) data (and code) for a CMIP6 multi-model ensemble of historical and ssp585 simulations

description: This folder contains 12 NetCDF files that provide annual time series of the Atlantification index (ATLi) derived from an ensemble of CMIP6 climate simulations, along with an accompanying .R code file detailing the calculations used to obtain ATLi and to identify the position of the Atlantic-Arctic boundary. 

ATLi measures the relative areal extension of the Atlantic domain in the European Arctic, specifically in the Fram Strait and Barents Sea. This index is introduced and described in the manuscript "Future Atlantification of the European Arctic limited under sustained global warming" by De Rovere et al. (2025), published in Scientific Reports (https://doi.org/10.1038/s41598-025-16161-8).

The naming convention for each NetCDF file follows the structure: ATLi_{model}_historical_ssp585_{realization}.nc, where {model} corresponds to the CMIP6 model name (considered models are MPI-ESM1-2-LR, MRI-ESM2-0, MIROC-ES2L, and IPSL-6A-LR), and {realization} indicates the realization code. Each dataset contains two variables: time and annual-mean ATLi time series. ATLi for the ssp585 experiment is concatenated to the corresponding historical ATLi from which the ssp585 experiment is initialized, resulting in annual time series spanning from 1850 to 2100.

The R script titled "Cluster_front_ATLi" provides a standardized version of the code performing the following calculations: 

1) conduct the cluster analysis used to distinguish between the Atlantic and Arctic domains in the European Arctic 

2) identify grid points characterizing the Atlantic front

3) calculate the ATLi index.

 ATLi index.
DOI: 10.15468/dl.hgyevc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus sativus",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041909-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dgf5m
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus sativus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041910-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avru4b
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus sativus",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041911-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/uqxt76
title: RPG2022_sol_climat.parquet

description: :unav
DOI: 10.57745/vivqeg
title: DICTIONNAIRE_VARIABLES_RPG_SOL_CLIMAT.csv

description: :unav
DOI: 10.57745/nph2qj
title: RPG2022_sol_climat.csv

description: :unav
DOI: 10.15468/dl.3hrybb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthophyceae",
 "Geometry POLYGON ((31.8862 -21.3285, 30.5701 -20.3186, 30.5701 -24.0715, 35.5909 -24.0715, 35.6007 -24.0157, 35.6007 -23.8125, 35.4969 -23.7035, 35.6007 -23.165, 35.6007 -22.9702, 35.227 -22.2482, 34.6862 -21.6944, 34.013 -21.3095, 33.5 -21.1593, 32.9675 -21.1092, 32.4352 -21.1612, 31.8862 -21.3285))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041912-250811113504898/datasets/export for details.
DOI: 10.15468/dl.ayctv2
title: Occurrence Download

description: A dataset containing 825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sibiraea angustata"
 ]
}

 The dataset includes 825 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041913-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39b4cb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthophyceae",
 "Geometry POLYGON ((27.1586 -33.5889, 28.2048 -32.9007, 25.5395 -32.9007, 25.5395 -34.1098, 25.6468 -34.1222, 25.7787 -34.0734, 25.7098 -33.9109, 25.8639 -33.797, 26.4806 -33.8473, 27.1586 -33.5889))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041914-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.