cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17964984
title: Juno UVS: Brightness maps of OI 1356 Å and OI 1304 Å emissions at Ganymede

description: The dataset provides the following data on a surface grid of Ganymede, as calculated in Duling et al. (2026) (Figure 2):



OI 1356 Å brightness as observed by Juno UVS

OI 1356 Å and OI 1304 Å integrated brightness as observed by Juno UVS

OI 1356 Å reflected sunlight, estimated by scaling CII 1335 Å brightness

OI 1356 Å and OI 1304 Å integrated reflected sunlight, estimated by scaling CII 1335 Å brightness

OI 1356 Å brightness, estimated reflected sunlight subtracted

OI 1356 Å and OI 1304 Å, estimated reflected sunlight subtracted

exposure times


All data are in units of Rayleigh, besides the exposure times, which are in units of millisecond.



This data is derived from the calibrated Juno UVS data (Trantham 2014) at https://pds-atmospheres.nmsu.edu/PDS/data/jnouvs_3001/ .


Values of zero Rayleigh indicate pixels where no photon was detected, either due to being not within the detection window or due to zero detected emission. Regions actually covered by the observation can be identified by using the exposure times as a mask.In the data corrected by reflected sunlight negative brightness values appear. Those are a consequence of low photon count rates, i.e. the strong Poisson noise in the data, and correctly average out over larger areas. In particular, negative values are calculated for pixels where high CII 1335 Å brightness values suggest more reflected sunlight than actually detected in the OI 1356 Å and OI 1304 Å lines.

The coordinate system is based on body fixed IAU_Ganymede with latitude $\theta$ and western longitude $\lambda$, with 0° being the Jupiter-facing meridian.

We provide the data in three types of file format:



*.csv (ASCII):The first row gives the longitudes, the first column the latitudes, the remaining table gives the data.

*.npz (Python numpy)

import numpy as np
data = np.load('file.npz')
longitude = data['longitude']
latitude = data['latitude']
brightness = data['brightness']


*.nc (NetCDF)
DOI: 10.5281/zenodo.17964985
title: Juno UVS: Brightness maps of OI 1356 Å and OI 1304 Å emissions at Ganymede

description: The dataset provides the following data on a surface grid of Ganymede, as calculated in Duling et al. (2026) (Figure 2):



OI 1356 Å brightness as observed by Juno UVS

OI 1356 Å and OI 1304 Å integrated brightness as observed by Juno UVS

OI 1356 Å reflected sunlight, estimated by scaling CII 1335 Å brightness

OI 1356 Å and OI 1304 Å integrated reflected sunlight, estimated by scaling CII 1335 Å brightness

OI 1356 Å brightness, estimated reflected sunlight subtracted

OI 1356 Å and OI 1304 Å, estimated reflected sunlight subtracted

exposure times


All data are in units of Rayleigh, besides the exposure times, which are in units of millisecond.



This data is derived from the calibrated Juno UVS data (Trantham 2014) at https://pds-atmospheres.nmsu.edu/PDS/data/jnouvs_3001/ .


Values of zero Rayleigh indicate pixels where no photon was detected, either due to being not within the detection window or due to zero detected emission. Regions actually covered by the observation can be identified by using the exposure times as a mask.In the data corrected by reflected sunlight negative brightness values appear. Those are a consequence of low photon count rates, i.e. the strong Poisson noise in the data, and correctly average out over larger areas. In particular, negative values are calculated for pixels where high CII 1335 Å brightness values suggest more reflected sunlight than actually detected in the OI 1356 Å and OI 1304 Å lines.

The coordinate system is based on body fixed IAU_Ganymede with latitude $\theta$ and western longitude $\lambda$, with 0° being the Jupiter-facing meridian.

We provide the data in three types of file format:



*.csv (ASCII):The first row gives the longitudes, the first column the latitudes, the remaining table gives the data.

*.npz (Python numpy)

import numpy as np
data = np.load('file.npz')
longitude = data['longitude']
latitude = data['latitude']
brightness = data['brightness']


*.nc (NetCDF)
DOI: 10.5281/zenodo.16748651
title: Dataset of "Investigation of Fuel Cell Behavior with Different Catalyst Loadings at Varying Humidities and Temperatures"

description: In this work, we study the performance and durability of Proton Exchange Membrane (PEM) fuel cells with varying Pt loadings (ranging from 0.2 to 1 mg cm-2) and ionomer carbon ratios (0.6 and 0.8) in cathode catalyst layers under different operating humidities and temperatures. It was found that performance is affected by relative humidity, reaching a maximum at 75%RH for loading <0.4 mgPt cm-2 and at 50%RH for loading > 0.8 mgPt cm-2. An increase in the I/C ratio to 0.8 was found to impair fuel cell performance at high humidity levels while enhancing performance and durability under low humidity operation.
DOI: 10.5281/zenodo.17978976
title: Dataset of "Investigation of Fuel Cell Behavior with Different Catalyst Loadings at Varying Humidities and Temperatures"

description: In this work, we study the performance and durability of Proton Exchange Membrane (PEM) fuel cells with varying Pt loadings (ranging from 0.2 to 1 mg cm-2) and ionomer carbon ratios (0.6 and 0.8) in cathode catalyst layers under different operating humidities and temperatures. It was found that performance is affected by relative humidity, reaching a maximum at 75%RH for loading <0.4 mgPt cm-2 and at 50%RH for loading > 0.8 mgPt cm-2. An increase in the I/C ratio to 0.8 was found to impair fuel cell performance at high humidity levels while enhancing performance and durability under low humidity operation.
DOI: 10.15468/dl.tkdfcg
title: Occurrence Download

description: A dataset containing 1103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinna rudis, Pinna chautardi annobonensis, Pinna elongata, Pinna ferruginea, Pinna mucronata, Pinna paulucciae, Pinna pernula, Pinna philippi, Pinna rudis belma, Pinna rudis blama)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1103 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058722-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqvmg4
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tscherskia Ognev, 1914"
 ]
}

 The dataset includes 268 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016784-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29exzh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Typhlops titanops Thomas, 1989"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082964-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2u55s
title: Occurrence Download

description: A dataset containing 2386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus pauciflorus Nutt.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2386 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038891-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a298hc
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cayratia lineata (Warb.) Merr. & L.M.Perry"
 ]
}

 The dataset includes 37 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082961-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzf9nr
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia socotrana Hook.fil."
 ]
}

 The dataset includes 138 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016785-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyradf
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pericopsis elata (Harms) Meeuwen"
 ]
}

 The dataset includes 145 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016785-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3juc4b
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Paroplocephalus atriceps (Storr, 1980)"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083026-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbxzt9
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Esox reichertii Dybowski, 1869"
 ]
}

 The dataset includes 92 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028383-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lccr9z
title: Occurrence Download

description: A dataset containing 675 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gavilea Poepp."
 ]
}

 The dataset includes 675 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016789-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qe9wbt
title: Occurrence Download

description: A dataset containing 1953 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symplocos nakaharae (Hayata) Masam."
 ]
}

 The dataset includes 1953 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025659-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywwn2n
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Thelotornis capensis Smith, 1849"
 ]
}

 The dataset includes 559 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082975-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l6hvi7
title: Occurrence Download

description: A dataset containing 1582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prosopis glandulosa Torr.",
 "Geometry POLYGON((57.03 -85.05,57.03 81.85,-142.32 81.85,-142.32 -85.05,57.03 -85.05))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1582 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016792-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wc6zcu
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex pseudohumilis F.T.Wang & Y.L.Chang ex P.C.Li"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082986-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7e33w
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia cristata Warb. ex L.B.Sm. & Wassh."
 ]
}

 The dataset includes 62 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026809-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6ryzq
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cyrtodactylus collegalensis (Beddome, 1870)"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082991-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7virr
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mirounga angustirostris (Gill, 1866)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 263 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016792-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcjeaf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia brangbosangensis Girm."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026798-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy7eee
title: Occurrence Download

description: A dataset containing 2987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eritrichium Schrad. ex Gaudin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2987 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016794-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydxkgy
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.10_1, TTO)",
 "OccurrenceStatus is Present",
 "TaxonKey is Anolis trinitatis Reinhardt & Lütken, 1862"
 ]
}

 The dataset includes 337 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026776-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yifxdi
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis hectus (Lynch & Burrowes, 1990)"
 ]
}

 The dataset includes 73 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016794-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjr6jy
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachypachus inermis Motschulsky, 1850"
 ]
}

 The dataset includes 348 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028376-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j117aa
title: Occurrence Download

description: A dataset containing 380693 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callipepla Wagler, 1832"
 ]
}

 The dataset includes 380693 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016795-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.th2nhe
title: Occurrence Download

description: A dataset containing 526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-74.02188 40.49785,-72.82835 40.53613,-71.84379 40.86527,-71.70901 41.10078,-71.78095 41.23563,-71.91922 41.31385,-73.26709 41.06525,-73.712 40.89504,-73.79682 40.8185,-73.94226 40.77514,-73.97385 40.73152,-73.96353 40.71661,-74.00294 40.70309,-74.03929 40.65754,-74.04716 40.62074,-74.02188 40.49785))",
 "TaxonKey is one of (Squamata, Amphibia, Testudines)",
 "VerbatimScientificName is one of (terrapene carolina carolina, terrapene carolina)"
 ]
}

 The dataset includes 526 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028379-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czwfob
title: Occurrence Download

description: A dataset containing 9444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus alba L.",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 9444 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016795-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87g9v9
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prionodon pardicolor Hodgson, 1842"
 ]
}

 The dataset includes 88 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028943-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmv4st
title: Occurrence Download

description: A dataset containing 1584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prosopis glandulosa Torr.",
 "Geometry POLYGON((136.05 -79.61,136.05 80.60,-143.09 80.60,-143.09 -79.61,136.05 -79.61))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1584 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016797-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fv5nqd
title: Occurrence Download

description: A dataset containing 6980 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycium chinense Mill."
 ]
}

 The dataset includes 6980 records from 314 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027763-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef7czu
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amazilia beryllina (Deppe, 1830)",
 "Geometry POLYGON((-106.083984 27.039556,-105.622558 26.784847,-105.007324 26.706359,-104.677734 26.549222,-104.348144 27.000408,-103.666992 26.843677,-103.073730 26.450902,-103.271484 25.700937,-103.271484 25.264568,-103.073730 24.986058,-102.678222 25.204941,-102.348632 24.726874,-102.304687 24.327076,-102.897949 24.146753,-103.337402 24.246964,-103.666992 23.825551,-103.666992 23.402764,-103.996582 23.322080,-104.0625 22.695120,-104.172363 22.532853,-104.633789 22.329752,-104.853515 22.532853,-105.139160 22.492257,-105.205078 22.897683,-105.578613 22.958393,-105.776367 23.301901,-106.083984 23.765236,-106.237792 24.246964,-106.677246 24.347096,-106.984863 24.766784,-107.292480 25.502784,-107.072753 25.760319,-106.743164 25.720735,-106.677246 25.997549,-106.567382 26.273714,-106.369628 26.509904,-106.083984 27.039556))"
 ]
}

 The dataset includes 209 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016802-151016162008034/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.25902448
title: tabla_estudios_seleccionados

description: Tabla de estudios seleccionados finalmente mediante metodologia PRISMA para el articulo "Avances de la realidad virtual en la salud fisica, mental y cognitiva de niños y adolescentes"
DOI: 10.15468/dl.dhxyf7
title: Occurrence Download

description: A dataset containing 1265 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycocorax pyrrhopterus (Bonaparte, 1850)"
 ]
}

 The dataset includes 1265 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028947-231120084113126/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.25902448.v2
title: tabla_estudios_seleccionados

description: Tabla de estudios seleccionados finalmente mediante metodologia PRISMA para el articulo "Avances de la realidad virtual en la salud fisica, mental y cognitiva de niños y adolescentes"
DOI: 10.6084/m9.figshare.25902448.v1
title: tabla_estudios_seleccionados

description: Tabla de estudios seleccionados finalmente mediante metodologia PRISMA para el articulo "Avances de la realidad virtual en la salud fisica, mental y cognitiva de niños y adolescentes"