cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11533784
title: Spherical harmonic models of the shape of the Moon (principal axis coordinate system) [LDEM128]

description: This archive contains five spherical harmonic models of the shape of the Moon in a principal axis coordinate system, truncated at different maximum spherical harmonic degrees. The highest resolution model has a maximum spherical harmonic degree of 11519, which was generated from a lunar shape model sampled at 128 pixels per degree.

The dataset used to generate these models is the file LDEM128_PA_gridline_202405.grd. As described by Neumann (2024), this shape mode is based on a combination of laser altimeter data obtained by the LOLA instrument on the Lunar Reconaissance Orbiter spacecraft and the SLDEM2015 shape model that makes use of both LOLA and Kaguya terrain camera data. The netcdf file was read into the pyshtools software and expanded into spherical harmonics using the function SHCoeffs.expand(). The spherical harmonic functions were chosen to be "4pi" normalized and to exclude the Condon-Shortley phase factor of (-1)m. The units of the coefficients are meters.

The five files in this archive are



Moon_LDEM128_shape_pa_11519.sh.gz

Moon_LDEM128_shape_pa_5759.sh.gz

Moon_LDEM128_shape_pa_2879.sh.gz

Moon_LDEM128_shape_pa_1439.sh.gz

Moon_LDEM128_shape_pa_719.sh.gz


The numbers 11519, 5759, 2879, 1439, and 719 in the filename refer to the maximum spherical harmonic degree of file, which corresponds to effective spatial resolutions of 128, 64, 32, 16, and 8 pixels per degree, respectively. The files are stored in the binary "bshc" format as described in the pyshtools documentation and are furthermore compressed using gzip. The lower resolution models were generated by truncating the spherical harmonic coefficients of the highest resolution model.

This shape model uses the same coordinate system as most lunar gravity models. The principal axis coordinate system differs from the more common mean Earth/polar axis system by about 1 km at the equator. For a mean Earth/polar axis model, use Spherical harmonic models of the shape of the Moon.
DOI: 10.15468/dl.8mncnj
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidosaphes newsteadi (Šulc, 1895)"
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275146-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vc848a
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.84912 43.51573,9.63852 42.91026,10.0301 42.25215,10.68163 41.956,11.2147 42.00865,11.36278 42.25544,10.87794 42.47079,10.9263 42.62525,10.59607 42.73915,10.32296 43.03859,9.94125 43.53218,9.84912 43.51573))",
 "OccurrenceStatus is Present",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 47 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271500-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11533783
title: Spherical harmonic models of the shape of the Moon (principal axis coordinate system) [LDEM128]

description: This archive contains five spherical harmonic models of the shape of the Moon in a principal axis coordinate system, truncated at different maximum spherical harmonic degrees. The highest resolution model has a maximum spherical harmonic degree of 11519, which was generated from a lunar shape model sampled at 128 pixels per degree.

The dataset used to generate these models is the file LDEM128_PA_gridline_202405.grd. As described by Neumann (2024), this shape mode is based on a combination of laser altimeter data obtained by the LOLA instrument on the Lunar Reconaissance Orbiter spacecraft and the SLDEM2015 shape model that makes use of both LOLA and Kaguya terrain camera data. The netcdf file was read into the pyshtools software and expanded into spherical harmonics using the function SHCoeffs.expand(). The spherical harmonic functions were chosen to be "4pi" normalized and to exclude the Condon-Shortley phase factor of (-1)m. The units of the coefficients are meters.

The five files in this archive are



Moon_LDEM128_shape_pa_11519.sh.gz

Moon_LDEM128_shape_pa_5759.sh.gz

Moon_LDEM128_shape_pa_2879.sh.gz

Moon_LDEM128_shape_pa_1439.sh.gz

Moon_LDEM128_shape_pa_719.sh.gz


The numbers 11519, 5759, 2879, 1439, and 719 in the filename refer to the maximum spherical harmonic degree of file, which corresponds to effective spatial resolutions of 128, 64, 32, 16, and 8 pixels per degree, respectively. The files are stored in the binary "bshc" format as described in the pyshtools documentation and are furthermore compressed using gzip. The lower resolution models were generated by truncating the spherical harmonic coefficients of the highest resolution model.

This shape model uses the same coordinate system as most lunar gravity models. The principal axis coordinate system differs from the more common mean Earth/polar axis system by about 1 km at the equator. For a mean Earth/polar axis model, use Spherical harmonic models of the shape of the Moon.
DOI: 10.15468/dl.3gu29k
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Country is one of (Spain, Portugal)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oncorhynchus kisutch (Walbaum, 1792)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271509-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtrvmk
title: Occurrence Download

description: A dataset containing 945 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metopoplax ditomoides (Costa, 1847)"
 ]
}

 The dataset includes 945 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275149-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qnd5m
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Swiss National Bat Databank: Regional Coordination Western Switzerland (CCO)",
 "TaxonKey is Tadarida teniotis (Rafinesque, 1814)"
 ]
}

 The dataset includes 233 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283372-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cru6t8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Huerteales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287656-220831081235567/datasets/export for details.
DOI: 10.15468/dl.efu385
title: Occurrence Download

description: A dataset listing the 8305 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is INPN - Données flore des CBN agrégées par la FCBN"
 ]
}

 The dataset's 8305 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271510-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sp4et
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hedeoma multiflora Benth."
 ]
}

 The dataset includes 69 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067338-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3vx76
title: Occurrence Download

description: A dataset containing 1181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Combretum apiculatum Sond."
 ]
}

 The dataset includes 1181 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275159-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqu3m2
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012507-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkvcwj
title: Occurrence Download

description: A dataset listing the 6937 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.30.6_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 6937 records were derived from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012487-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvx5cb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012506-250711103210423/datasets/export for details.
DOI: 10.15468/dl.q4wp7p
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012508-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/osd3sf
title: Replication Data for: I still haven't found what I'm looking for: Predicting conflict fatalities and security-related incidents with Google Trends and Wikipedia data

description: Conflict forecasting has seen two recent developments: a shift to predicting continuous variables and a debate about the value of structural and procedural variables. This paper contributes to these efforts and proposes the category of salience variables in the form of Google Trends and Wikipedia data. Internet searches can be precursors of conflict intensity as a result of e.g. an increase in protests, violent behavior, or public announcements. Data are readily and openly available, updated in real time, and provide global coverage which makes it ideal for near-real time forecasting. Prediction targets are the number of security-related incidents and battle-related, non-state, and civilian casualties. I demonstrate the value of \textit{salience} variables using various out-of-sample windows and performance metrics on the country- and province-month level. I find evidence that \textit{salience} variables have considerable predictive power, outperform other commonly used variables, and are thus a valuable addition to the conflict forecasting toolkit.
DOI: 10.15468/dl.qyzhtb
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Guarea cedrata, Guirea)"
 ]
}

 The dataset includes 168 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012510-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qf7g5f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012509-250711103210423/datasets/export for details.
DOI: 10.15468/dl.jtcpt9
title: Occurrence Download

description: A dataset containing 13878 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia cyathophora"
 ]
}

 The dataset includes 13878 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012505-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23641/asha.28843055
title: Dysphagia and care partner burden (Tabor Gray et al., 2025)

description: <b>Purpose:</b> Providing care for family members with neurodegenerative diseases entails significant physical and psychosocial costs, increasing caregiver burden. Limited research exists on the factors contributing to dysphagia-related burden, particularly across disease trajectories. This study aimed to (a) determine if dysphagia-related burden predicts general caregiver burden, (b) identify predictors of dysphagia-related burden, and (c) examine relationships between dysphagia severity, disease severity, and dysphagia-related burden.<b>Method:</b> Care partners (<i>N</i> = 211; 80% female; <i>M</i><sub>age</sub> = 60 ± 14 years) from clinics in Canada, New Zealand, and the United States participated. Care recipients included those with amyotrophic lateral sclerosis (ALS; <i>n</i> = 48), dementia (<i>n</i> = 110), and Parkinson’s disease (PD; <i>n</i> = 53). General burden was measured using the Zarit Burden Interview, while dysphagia-related burden was assessed via the Caregiver Assessment of Reported Experiences with Swallowing Difficulties. Multiple regression analyses examined predictors of general and dysphagia-related burden and their relationships to dysphagia and disease severity.<b>Results:</b> Higher general burden was associated with female caregivers (β = −.19,<i> p</i> = .05), higher education (β = .16, <i>p</i> = .03), caring for someone with dementia (β = .36, <i>p</i> = .01), and greater dysphagia-related burden (β = .33, <i>p</i> = .01). Predictors of dysphagia-related burden included working caregivers (β = .15, <i>p</i> = .01), increased dysphagia symptoms (β = .77, <i>p</i> &lt; .01), and caring for individuals with ALS or dementia (vs. PD; β = −.16, <i>p</i> = .02). Dysphagia burden varied by disease severity and diet tolerance (<i>p</i> &lt; .01).<b>Conclusions: </b>Managing dysphagia independently contributes to caregiver burden, potentially increasing burnout and nonadherence to clinical recommendations. Early, proactive inquiry about dysphagia-related care partner burden and provision of support to minimize burden should be considered early in disease management.<b>Supplemental Material S1.</b> Descriptive statistics and correlation matrix for study variables.Tabor Gray, L., Shune, S., Perry, S., Kosty, D., & Namasivayam-MacDonald, A. (2025). Dysphagia symptoms contribute to greater care partner burden in neurodegenerative disease. <i>American Journal of Speech-Language Pathology</i>, <i>34</i>(4), 2053–2061. https://doi.org/10.1044/2025_AJSLP-24-00529
DOI: 10.23641/asha.28843055.v1
title: Dysphagia and care partner burden (Tabor Gray et al., 2025)

description: <b>Purpose:</b> Providing care for family members with neurodegenerative diseases entails significant physical and psychosocial costs, increasing caregiver burden. Limited research exists on the factors contributing to dysphagia-related burden, particularly across disease trajectories. This study aimed to (a) determine if dysphagia-related burden predicts general caregiver burden, (b) identify predictors of dysphagia-related burden, and (c) examine relationships between dysphagia severity, disease severity, and dysphagia-related burden.<b>Method:</b> Care partners (<i>N</i> = 211; 80% female; <i>M</i><sub>age</sub> = 60 ± 14 years) from clinics in Canada, New Zealand, and the United States participated. Care recipients included those with amyotrophic lateral sclerosis (ALS; <i>n</i> = 48), dementia (<i>n</i> = 110), and Parkinson’s disease (PD; <i>n</i> = 53). General burden was measured using the Zarit Burden Interview, while dysphagia-related burden was assessed via the Caregiver Assessment of Reported Experiences with Swallowing Difficulties. Multiple regression analyses examined predictors of general and dysphagia-related burden and their relationships to dysphagia and disease severity.<b>Results:</b> Higher general burden was associated with female caregivers (β = −.19,<i> p</i> = .05), higher education (β = .16, <i>p</i> = .03), caring for someone with dementia (β = .36, <i>p</i> = .01), and greater dysphagia-related burden (β = .33, <i>p</i> = .01). Predictors of dysphagia-related burden included working caregivers (β = .15, <i>p</i> = .01), increased dysphagia symptoms (β = .77, <i>p</i> &lt; .01), and caring for individuals with ALS or dementia (vs. PD; β = −.16, <i>p</i> = .02). Dysphagia burden varied by disease severity and diet tolerance (<i>p</i> &lt; .01).<b>Conclusions: </b>Managing dysphagia independently contributes to caregiver burden, potentially increasing burnout and nonadherence to clinical recommendations. Early, proactive inquiry about dysphagia-related care partner burden and provision of support to minimize burden should be considered early in disease management.<b>Supplemental Material S1.</b> Descriptive statistics and correlation matrix for study variables.Tabor Gray, L., Shune, S., Perry, S., Kosty, D., & Namasivayam-MacDonald, A. (2025). Dysphagia symptoms contribute to greater care partner burden in neurodegenerative disease. <i>American Journal of Speech-Language Pathology</i>, <i>34</i>(4), 2053–2061. https://doi.org/10.1044/2025_AJSLP-24-00529
DOI: 10.25553/74va-ng73
title: Gateway Harmonized KLoSA End of Life, Version C
DOI: 10.15468/dl.92sjxp
title: Occurrence Download

description: A dataset listing the 4253 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.30.6_1",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d"
 ]
}

 The dataset's 4253 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012494-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvngw8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADG8483"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012511-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vupa9w
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Mniotilta varia)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 363 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012513-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcxx49
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vania pulvinata"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012512-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2ntpy
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulex europaeus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 182 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012516-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfa8q6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012517-250711103210423/datasets/export for details.
DOI: 10.15468/dl.9d9jtw
title: Occurrence Download

description: A dataset containing 23262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus vestalis"
 ]
}

 The dataset includes 23262 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012514-250711103210423/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.29562452
title: Data_Shingane_Rao_Kumar_Mutha_JNeurophys_2025

description: These data pertain to the findings in the manuscript “<i>Task relevance selectively modulates sensorimotor adaptation in the presence of multiple prediction errors</i>” by Shingane, Rao, Kumar and Mutha (2025), accepted for publication in the Journal of Neurophysiology.
DOI: 10.6084/m9.figshare.29562452.v1
title: Data_Shingane_Rao_Kumar_Mutha_JNeurophys_2025

description: These data pertain to the findings in the manuscript “<i>Task relevance selectively modulates sensorimotor adaptation in the presence of multiple prediction errors</i>” by Shingane, Rao, Kumar and Mutha (2025), accepted for publication in the Journal of Neurophysiology.
DOI: 10.5281/zenodo.15881700
title: Visual and Tactile Processing: Shared Mechanisms for Complex Motion Pattern Analysis
DOI: 10.5281/zenodo.15881701
title: Visual and Tactile Processing: Shared Mechanisms for Complex Motion Pattern Analysis