cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13750649
title: Koster et al. - Balance training in older adults enhances feedback control after perturbations - data & code

description: Data & code for: 

Balance training in older adults enhances feedback control after perturbations

R A J Koster, L Alizadehsaravi, W Muijres, S M Bruijn, N Dominici, J H van Dieen

 

This folder contains two subfolders: Code & Data. The folder Code contains the MATLAB scripts used to analyse the data contained within the folder Data.

Scripts/

·      RK_Analysis_Kinematics.m: This is the main script used to analyse the kinematics. Running it will compute the kinematic parameters investigated in the paper and contrast them between conditions. Visualisations of these as well as the statistical results will be stored in the newly created folder /Data/Processed/Figures/Kinematics/

·      RK_Analysis_Synergies.m: This is the main script used to analyse the EMG activity. Running it will compute the synergies from the EMGs and contrast them between conditions. Visualisations of these as well as the statistical results will be stored in the newly created folder /Data/Processed/Figures/Synergies/

·      Subfunctions/: This folder contains all scripts used within the two main scripts. These scripts are subdivided into 3 folders (General/, Kinematics analysis/, Synergy analysis/) based on which part of the analysis they belong to.

o   General/spmi1d/: The external toolbox used to perform the statistics.

o   Kinematics analysis/=VU 3D model=/: the VU 3D model used to compute kinematic parameters from the trajectories of individual body segments.

Data/

·      EMG/: Contains the raw EMG data for each participant & recording.

·      Excel sheets/: Contains participant & recording information sheets. This is used to determine on which leg the participant was standing.

·      PT/: Contains information about the rotating platform the participants were standing on for every recording. This is used to determine perturbation onset and direction.

·      Trajectory/: Contains the trajectories of the participant’s body segments during the recordings.

·      Processed/: (This folder is not there initially, but it is added by the 2 main codes) Will contain the kinematic parameters and synergy weights & activation patterns for every condition and participant after they are computed. This folder is also where the results from the analysis will be stored.

o   Figures/: For kinematics & synergies separately, will contain figures displaying the parameters and the statistical results. The ‘Stats – X – Y.tiff’ figure files display the ANOVA and post hoc test results. If statistical differences are found, their p-values are reported in the title of the individual plots (Note: for subthreshold results p-values are undefined in such analyses). Additional individual muscle analysis is included in the synergy analysis.
DOI: 10.5281/zenodo.14013823
title: Koster et al. - Balance training in older adults enhances feedback control after perturbations - data & code

description: Data & code for: 

Balance training in older adults enhances feedback control after perturbations

R A J Koster, L Alizadehsaravi, W Muijres, S M Bruijn, N Dominici, J H van Dieen

 

This folder contains two subfolders: Code & Data. The folder Code contains the MATLAB scripts used to analyse the data contained within the folder Data.

Scripts/

·      RK_Analysis_Kinematics.m: This is the main script used to analyse the kinematics. Running it will compute the kinematic parameters investigated in the paper and contrast them between conditions. Visualisations of these as well as the statistical results will be stored in the newly created folder /Data/Processed/Figures/Kinematics/

·      RK_Analysis_Synergies.m: This is the main script used to analyse the EMG activity. Running it will compute the synergies from the EMGs and contrast them between conditions. Visualisations of these as well as the statistical results will be stored in the newly created folder /Data/Processed/Figures/Synergies/

·      Subfunctions/: This folder contains all scripts used within the two main scripts. These scripts are subdivided into 3 folders (General/, Kinematics analysis/, Synergy analysis/) based on which part of the analysis they belong to.

o   General/spmi1d/: The external toolbox used to perform the statistics.

o   Kinematics analysis/=VU 3D model=/: the VU 3D model used to compute kinematic parameters from the trajectories of individual body segments.

Data/

·      EMG/: Contains the raw EMG data for each participant & recording.

·      Excel sheets/: Contains participant & recording information sheets. This is used to determine on which leg the participant was standing.

·      PT/: Contains information about the rotating platform the participants were standing on for every recording. This is used to determine perturbation onset and direction.

·      Trajectory/: Contains the trajectories of the participant’s body segments during the recordings.

·      Processed/: (This folder is not there initially, but it is added by the 2 main codes) Will contain the kinematic parameters and synergy weights & activation patterns for every condition and participant after they are computed. This folder is also where the results from the analysis will be stored.

o   Figures/: For kinematics & synergies separately, will contain figures displaying the parameters and the statistical results. The ‘Stats – X – Y.tiff’ figure files display the ANOVA and post hoc test results. If statistical differences are found, their p-values are reported in the title of the individual plots (Note: for subthreshold results p-values are undefined in such analyses). Additional individual muscle analysis is included in the synergy analysis.
DOI: 10.15468/dl.hgjk3x
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-76.13527 6.32159,-76.13615 6.32331,-76.1371 6.32497,-76.14073 6.32876,-76.14224 6.33055,-76.14313 6.33229,-76.14573 6.33117,-76.14459 6.32876,-76.14329 6.32885,-76.14159 6.3259,-76.14015 6.32434,-76.13969 6.32429,-76.13899 6.32406,-76.13855 6.32392,-76.13731 6.3232,-76.13624 6.32241,-76.13592 6.32134,-76.13527 6.32159))"
 ]
}

 The dataset includes 78 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012616-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k438af
title: Occurrence Download

description: A dataset containing 496129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geococcyx californianus (Lesson, 1829)"
 ]
}

 The dataset includes 496129 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012604-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sks2bf
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.58257 18.40123,-87.80766 18.21491,-87.46466 19.46832,-88.62915 19.48526,-88.62491 18.57907,-88.58257 18.40123))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nasua narica (Linnaeus, 1766)"
 ]
}

 The dataset includes 227 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012617-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptm9q7
title: Occurrence Download

description: A dataset containing 12798 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2736625"],"matchCase":false},{"type":"in","key":"COUNTRY","values":["ES"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["HUMAN OBSERVATION"],"matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false}]}

 The dataset includes 12798 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012619-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14014527
title: Table 13. Codebook for Document Analysis
DOI: 10.5281/zenodo.14014528
title: Table 13. Codebook for Document Analysis
DOI: 10.15468/dl.8en4jw
title: Occurrence Download

description: A dataset containing 760 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is one of (Argentina, Falkland Islands (Malvinas), South Georgia and the South Sandwich Islands)",
 {
 "and" : [
 "Country is one of (Argentina, Falkland Islands (Malvinas), South Georgia and the South Sandwich Islands)",
 "HasGeospatialIssue is false"
 ]
 },
 "Geometry POLYGON((-74 -60, -25 -60, -25 -90, -74 -90, -74 -60))"
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-70.63545721162518 -24.07385143654153,-70.63545721162518 -26.95866597089647,-62.35409850181489 -26.95866597089647,-62.35409850181489 -24.07385143654153,-70.63545721162518 -24.07385143654153))",
 "TaxonKey is one of (Tringa flavipes (J.F.Gmelin, 1789))"
 ]
 }
 ]
}

 The dataset includes 760 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012620-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8stdtw
title: Occurrence Download

description: A dataset containing 2072972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Passerculus sandwichensis (J.F.Gmelin, 1789))",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2072972 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012614-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22tres
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.10_1",
 "TaxonKey is Bombus bimaculatus Cresson, 1863"
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009784-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95g4xa
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.10_1",
 "TaxonKey is Bombus fraternus (Smith, 1854)"
 ]
}

 The dataset includes 76 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009805-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxmq5k
title: Occurrence Download

description: A dataset containing 1751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.10_1",
 "TaxonKey is Bombus impatiens Cresson, 1863"
 ]
}

 The dataset includes 1751 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009793-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwd75n
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.10_1",
 "TaxonKey is Bombus griseocollis (De Geer, 1773)"
 ]
}

 The dataset includes 204 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009810-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqttr8
title: Occurrence Download

description: A dataset containing 1720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.10_1",
 "TaxonKey is Bombus pensylvanicus (De Geer, 1773)"
 ]
}

 The dataset includes 1720 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009818-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnavya
title: Occurrence Download

description: A dataset containing 760 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is one of (Argentina, Falkland Islands (Malvinas), South Georgia and the South Sandwich Islands)",
 {
 "and" : [
 "Country is one of (Argentina, Falkland Islands (Malvinas), South Georgia and the South Sandwich Islands)",
 "HasGeospatialIssue is false"
 ]
 },
 "Geometry POLYGON((-74 -60, -25 -60, -25 -90, -74 -90, -74 -60))"
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-70.63545721162518 -24.07385143654153,-70.63545721162518 -26.95866597089647,-62.35409850181489 -26.95866597089647,-62.35409850181489 -24.07385143654153,-70.63545721162518 -24.07385143654153))",
 "TaxonKey is one of (Tringa flavipes (J.F.Gmelin, 1789))"
 ]
 }
 ]
}

 The dataset includes 760 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012621-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mcs4v
title: Occurrence Download

description: A dataset containing 18104 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2736625"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["HUMAN OBSERVATION"],"matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false}]}

 The dataset includes 18104 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012622-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/01d68edb17b811baf80ffe9b9a3b0b95
title: Settlement Trees, Illinois Level 0, 1804-1849

description: We provide a Level 0 record of trees in Illinois transcribed from Public Land Surveys conducted by surveyors from the General Land Office of the United States in the 1800s. Posts were set every half mile in townships that were typically 6 miles by 6 miles square. Surveyors recorded details about the one to four trees closest (but typically recorded information for the two closest trees) to the posts and included information about the tree name (taxonomic specificity ranged by surveyor), tree diameter (inches), and distance and bearing from the post. Our records include the tree information and the location of the posts from which the tree information came from. For the msb-paleon.28.0 package, these Level 0 tree data were aggregated to the 8km grid resolution Level 1 product (see msb-paleon.26 package). That product was then statistically smoothed using a statistical model that accounts for zero-inflated continuous data with smoothing based on generalized additive modeling techniques and approximate Bayesian uncertainty estimates for the Level 2 products estimating aboveground biomass (msb-paleon.23), density (msb-paleon.24), and basal area (msb-paleon.25). The data processing steps and associated code are available in the GitHub repository: https://github.com/PalEON-Project/PLS_products. 
 These products are used in the manuscript, Paciorek et al., 2021, The forests of the midwestern United States at Euro-American settlement: spatial and physical structure based on contemporaneous survey data. PLoS ONE 16(2):e0246473 (https://doi.org/10.1371/journal.pone.0246473). 
 This material is based upon work supported by the National Science Foundation under grants #DEB-2213579 and 1241874.
DOI: 10.15468/dl.fabk34
title: Occurrence Download

description: A dataset containing 849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylexetastes uniformis Hellmayr, 1909"
 ]
}

 The dataset includes 849 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012624-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tptnv7
title: Occurrence Download

description: A dataset containing 122023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-94.29891 5.76806,-53.40621 5.76806,-53.40621 24.71501,-94.29891 24.71501,-94.29891 5.76806))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 122023 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012618-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jajup4
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Presencia de la tortuga tapaculo (Kinosternon dunni) en dos localidades del departamento del Chocó"
 ]
}

 The dataset includes 59 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012625-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpv2e7
title: Occurrence Download

description: A dataset containing 504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia oshanesii F.Muell. & Maiden"
 ]
}

 The dataset includes 504 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012626-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt4jc9
title: Occurrence Download

description: A dataset containing 989526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Pelecanus erythrorhynchos Gmelin, 1789)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 989526 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012623-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26866672.v1
title: iPSCORE Metadata for Accessions phs000924 and phs001325

description: The following files contain the metadata for samples used in iPSCORE and related studies.
DOI: 10.5281/zenodo.14014594
title: PROCEEDINGS  OF THE INTERNATIONAL RESEARCH, EDUCATION & TRAINING CENTER

description: PROCEEDINGS  OF THE INTERNATIONAL RESEARCH, EDUCATION & TRAINING CENTER
DOI: 10.5281/zenodo.14014595
title: PROCEEDINGS  OF THE INTERNATIONAL RESEARCH, EDUCATION & TRAINING CENTER

description: PROCEEDINGS  OF THE INTERNATIONAL RESEARCH, EDUCATION & TRAINING CENTER
DOI: 10.15468/dl.gy9q86
title: Occurrence Download

description: A dataset containing 2705 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["4017339"],"matchCase":false},{"type":"in","key":"COUNTRY","values":["ES","PT"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["Human observation"],"matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false}]}

 The dataset includes 2705 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012630-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgchag
title: Occurrence Download

description: A dataset containing 415637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Plegadis chihi (Vieillot, 1817))",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 415637 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012627-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vtddf
title: Occurrence Download

description: A dataset containing 15937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is one of (BRA.2_1, BRA.5_1, BRA.17_1, BRA.6_1, BRA.18_1, BRA.26_1, BRA.10_1, BRA.15_1, BRA.20_1, BRA.13_1)",
 "Geometry POLYGON((-46.33772 -1.19471,-48.40383 -4.95127,-47.51165 -9.8348,-46.33772 -11.99482,-47.69948 -18.14618,-39.52896 -18.38097,-38.49591 -18.14618,-37.46286 -12.32352,-34.45761 -8.70783,-34.50457 -6.07824,-35.11501 -4.95127,-39.99853 -2.41559,-43.33248 -2.03994,-45.68033 -0.81906,-46.33772 -1.19471))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 15937 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012633-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwbv77
title: Occurrence Download

description: A dataset containing 30616278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30616278 records from 3020 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012629-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21258/1924210
title: Swiss national forest inventory - Result table No. 1316721
DOI: 10.21258/1924211
title: Swiss national forest inventory - Result table No. 1315291
DOI: 10.21258/1924212
title: Swiss national forest inventory - Result table No. 1316152
DOI: 10.21258/1924213
title: Swiss national forest inventory - Result table No. 1314814
DOI: 10.21258/1924214
title: Swiss national forest inventory - Result table No. 1294000