cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d3egs3
title: Occurrence Download

description: A dataset containing 914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((59.54410 14.59442,165.61012 14.59442,165.61012 57.02083,59.54410 57.02083,59.54410 14.59442))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polygonatum sibiricum Redouté"
 ]
}

 The dataset includes 914 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027787-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.96dqgb
title: Distribution records of Lampanyctodes hectoris

description: These records of Lampanyctodes hectoris were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.fpydwe
title: Distribution records of Centrobranchus nigroocellatus

description: These records of Centrobranchus nigroocellatus were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.hcfeyy
title: Distribution records of Myctophum selenops

description: These records of Myctophum selenops were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.73azsa
title: Distribution records of Diaphus effulgens

description: These records of Diaphus effulgens were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.g8jaf7
title: Distribution records of Myctophum spinosum

description: These records of Myctophum spinosum were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.nrjbwu
title: Distribution records of Lampanyctus nobilis

description: These records of Lampanyctus nobilis were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.9kzae7
title: Distribution records of Lepidophanes guentheri

description: These records of Lepidophanes guentheri were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.2xn6wr
title: Distribution records of Diaphus garmani

description: These records of Diaphus garmani were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.srpydf
title: Distribution records of Myctophum obtusirostre

description: These records of Myctophum obtusirostre were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.5d3b7f
title: Distribution records of Diaphus luetkeni

description: These records of Diaphus luetkeni were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.rphyu6
title: Distribution records of Myctophum asperum

description: These records of Myctophum asperum were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.x5f5y5
title: Distribution records of Lepidophanes gaussi

description: These records of Lepidophanes gaussi were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.ag6rnt
title: Distribution records of Hygophum proximum

description: These records of Hygophum proximum were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.3guy3w
title: Distribution records of Diaphus dumerilii

description: These records of Diaphus dumerilii were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.gygt5g
title: Distribution records of Diogenichthys panurgus

description: These records of Diogenichthys panurgus were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.mm2xx2
title: Distribution records of Diaphus parri

description: These records of Diaphus parri were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.y3jv73
title: Distribution records of Bolinichthys photothorax

description: These records of Bolinichthys photothorax were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.bxgt23
title: Distribution records of Diaphus lucidus

description: These records of Diaphus lucidus were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.fstsv6
title: Distribution records of Taaningichthys minimus

description: These records of Taaningichthys minimus were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.8y3sck
title: Distribution records of Diaphus termophilus

description: These records of Diaphus termophilus were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.jrxukd
title: Distribution records of Diaphus mascarensis

description: These records of Diaphus mascarensis were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.bwnc9b
title: Distribution records of Diaphus bertelseni

description: These records of Diaphus bertelseni were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.srmz3d
title: Distribution records of Lampadena notialis

description: These records of Lampadena notialis were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.wpn47n
title: Distribution records of Loweina rara

description: These records of Loweina rara were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.xuvfyy
title: Distribution records of Diaphus diadematus

description: These records of Diaphus diadematus were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.37bu7s
title: Distribution records of Bolinichthys nikolayi

description: These records of Bolinichthys nikolayi were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.64mnak
title: Distribution records of Lampanyctus turneri

description: These records of Lampanyctus turneri were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.pprvec
title: Distribution records of Diaphus coeruleus

description: These records of Diaphus coeruleus were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.96nyju
title: Distribution records of Loweina interrupta

description: These records of Loweina interrupta were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.d3ars2
title: Distribution records of Lampanyctus phyllisae

description: These records of Lampanyctus phyllisae were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.gqfewa
title: Distribution records of Lampanyctus wisneri

description: These records of Lampanyctus wisneri were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.d8xga6
title: Distribution records of Diaphus kapalae

description: These records of Diaphus kapalae were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.hmksdf
title: Distribution records of Metelectrona herwigi

description: These records of Metelectrona herwigi were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.7snurx
title: Distribution records of Triphoturus mexicanus

description: These records of Triphoturus mexicanus were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.tcp286
title: Distribution records of Hygophum bruuni

description: These records of Hygophum bruuni were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.87e6xz
title: Distribution records of Protomyctophum chilense

description: These records of Protomyctophum chilense were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.h589ux
title: Distribution records of Lampanyctus iselinoides

description: These records of Lampanyctus iselinoides were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dd.kgu2rr
title: Distribution records of Metelectrona ahlstromi

description: These records of Metelectrona ahlstromi were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dl.9hyzdg
title: Occurrence Download

description: A dataset containing 47352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((57.6795 19.44522,138.80689 19.44522,138.80689 63.93852,57.6795 63.93852,57.6795 19.44522))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Betula L."
 ]
}

 The dataset includes 47352 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027786-250426092105405/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.29045270
title: Dataset two

description: This file carries the top 500 research outputs which carry more than 40% of total citation of the original dataset of 5755 records of AI Ethics literaturewithin the period spanning from 1960 to 2024 (last search date: 9 June 2024). The initial sample were sorted using the ‘cited: highest first’ feature of the WoS platform. This option provides a ranking system by sorting records in descending order based on the times cited number. This dataset (dataset two) was later downloaded and exported in txt format (as a software requirement) for co-citation analysis using VOSviewer.
DOI: 10.6084/m9.figshare.29045225
title: Modulation of serum cytokins profiles in hospitalized COVID-19 patients with NRICM101: A preliminary observational study

description: This prospective observational study enrolled 51 hospitalized COVID-19 patients infected with the Alpha variant in northern Taiwan from April to June 2022. Fourteen patients received NRICM101 in addition to standard supportive care, while 37 received standard care alone. Serum cytokines, including IL-6, IL-16, IP-10, MCP-1, and PDGF-BB, were measured using multiplex immunoassay. Clinical data such as disease progression, oxygen requirement, length of hospitalization, and mortality were collected.<br><br>
DOI: 10.15468/dl.ha7xjh
title: Occurrence Download

description: A dataset containing 58788 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((57.6795 19.44522,138.80689 19.44522,138.80689 63.93852,57.6795 63.93852,57.6795 19.44522))",
 "Geometry POLYGON((58.17589 19.26254,138.1304 19.26254,138.1304 63.86714,58.17589 63.86714,58.17589 19.26254))"
 ]
 },
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus L."
 ]
}

 The dataset includes 58788 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027773-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18237490
title: Botrypus virginianus (L.) Michx. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:32
DOI: 10.5281/zenodo.18237491
title: Botrypus virginianus (L.) Michx. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:32
DOI: 10.5281/zenodo.17565920
title: CRIRES+ spectroscopy observations of 51 Peg b

description: Reduced CRIRES+ spectroscopy observations of 51 Peg b from 06 October 2024

This records contains the reduced data as used in the publication of Cont et al. 2026 "51 Peg b revisited with VLT/CRIRES+. Constraints on atmospheric thermal and chemical properties and a revised orbital solution".

Links to the publication:



ADS:   TBD

arXiv: TBD


The raw data from the CRIRES+ instrument were reduced using the instrument pipeline and the reduction steps are described in the article (see Section 2).

Acknowledgements

If you make use of this data in your research, please cite the Cont et al. 2026 article and this record with its DOI (10.5281/zenodo.17565920) and its reference, the bibtex reference is:

@dataset{cont_2025_17565920,  author       = {Cont, David and                  Lavail, Alexis},  title        = {CRIRES+ spectroscopy observations of 51 Peg b},  month        = nov,  year         = 2025,  publisher    = {Zenodo},  version      = 1,  doi          = {10.5281/zenodo.17565920},  url          = {https://doi.org/10.5281/zenodo.17565920},}

Note also that ESO requests an acknowledgement, which in this case would be: "Based on observations made with ESO Telescopes at the La Silla Paranal Observatory under programme ID 114.279X".

This data is released under a Creative Commons Attribution 4.0 International license.Format of the data

The data are contained in two pickle files. One pickle file contains the data obtained without AO (51Peg_noAO.pickle), the other file contains the data obtained with AO (51Peg_AO.pickle; as described in the publication). Instructions on how to read pickle files can be found on the python wiki at https://wiki.python.org/moin/UsingPickle

Example:

import pickledata = pickle.load(open('51Peg_AO.pickle', 'rb'))

The data consists of a dictionary, the keys can be explored with the following command:

print(data.keys())

The keys are the following:

    general info     ephemeris     wave_A     wave_B     spec_A     spec_B     err_A     err_B     jd_A     jd_B    exptime_A     exptime_B

The keys in boldface (wave_A, spec_A, err_A) and (wave_B, spec_B, err_B) contain the reduced data of the A and B nodding position; wavelength is expressed in vacuum in nanometers, the extracted spectrum is in ADU, and the error spectrum is in ADU. The other keys contain the ephemeris used to calculate the orbital phase, the julian date, and exposure time. Each key contains either a numPy array or a string.
DOI: 10.21950/pb00bb
title: The efficacy of music for emotional wellbeing during the COVID-19 lockdown in Spain: An Analysis of Personal and Context-Related variables. Dataset.

description: This is the raw data used in the following paper: Martínez-Castilla, P., Gutiérrez-Blasco, I.M., Spitz, D.H., & Granot, R. (2021). The efficacy of music for emotional wellbeing during the COVID-19 lockdown in Spain: An Analysis of Personal and Context-Related variables. Frontiers in Psychology, 12:647837. https://doi.org/10.3389/fpsyg.2021.647837
The study aimed to analyze the impact of personal and contextual variables on the perceived efficacy of musical behaviors to fulfill adults’ emotional wellbeing-related goals during the lockdown established in Spain. Personal variables included age, gender, musical training, personality, resilience, and perception of music’s importance. Contextual variables referred to living in a region with a high COVID-19 impact, perception of belonging to a risk group, being alone, having caring responsibilities during confinement, and amount of time of music listening as compared to prior to the crisis. The study was conducted retrospectively during August–December and the answers of 507 adults were analyzed. Only personal, but not COVID-19 context-related variables, showed an impact on music’s efficacy.
DOI: 10.5281/zenodo.17565919
title: CRIRES+ spectroscopy observations of 51 Peg b

description: Reduced CRIRES+ spectroscopy observations of 51 Peg b from 06 October 2024

This records contains the reduced data as used in the publication of Cont et al. 2026 "51 Peg b revisited with VLT/CRIRES+. Constraints on atmospheric thermal and chemical properties and a revised orbital solution".

Links to the publication:



ADS:   TBD

arXiv: TBD


The raw data from the CRIRES+ instrument were reduced using the instrument pipeline and the reduction steps are described in the article (see Section 2).

Acknowledgements

If you make use of this data in your research, please cite the Cont et al. 2026 article and this record with its DOI (10.5281/zenodo.17565920) and its reference, the bibtex reference is:

@dataset{cont_2025_17565920,  author       = {Cont, David and                  Lavail, Alexis},  title        = {CRIRES+ spectroscopy observations of 51 Peg b},  month        = nov,  year         = 2025,  publisher    = {Zenodo},  version      = 1,  doi          = {10.5281/zenodo.17565920},  url          = {https://doi.org/10.5281/zenodo.17565920},}

Note also that ESO requests an acknowledgement, which in this case would be: "Based on observations made with ESO Telescopes at the La Silla Paranal Observatory under programme ID 114.279X".

This data is released under a Creative Commons Attribution 4.0 International license.Format of the data

The data are contained in two pickle files. One pickle file contains the data obtained without AO (51Peg_noAO.pickle), the other file contains the data obtained with AO (51Peg_AO.pickle; as described in the publication). Instructions on how to read pickle files can be found on the python wiki at https://wiki.python.org/moin/UsingPickle

Example:

import pickledata = pickle.load(open('51Peg_AO.pickle', 'rb'))

The data consists of a dictionary, the keys can be explored with the following command:

print(data.keys())

The keys are the following:

    general info     ephemeris     wave_A     wave_B     spec_A     spec_B     err_A     err_B     jd_A     jd_B    exptime_A     exptime_B

The keys in boldface (wave_A, spec_A, err_A) and (wave_B, spec_B, err_B) contain the reduced data of the A and B nodding position; wavelength is expressed in vacuum in nanometers, the extracted spectrum is in ADU, and the error spectrum is in ADU. The other keys contain the ephemeris used to calculate the orbital phase, the julian date, and exposure time. Each key contains either a numPy array or a string.
DOI: 10.15468/dl.8mjmvr
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Bahamas, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vitis rotundifolia"
 ]
}

 The dataset includes 42 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028762-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15739423
title: Mapping forest tree species and pixel-level uncertainty using satellite observations and Swedish National Forest Inventory data

description: Description

This repository contains the data, scripts, and documentation supporting the study “Mapping forest tree species and pixel-level uncertainty using satellite observations and Swedish National Forest Inventory data” by Abdulhakim Abdi and Fan Wang.

The materials include tree species classification raster, a pixel-level entropy raster representing classification uncertainty, and spatially continuous, entropy-weighted tree species, as wel as the R implementation for deriving these fractions. Together, these resources enable large-area analyses of forest composition, uncertainty propagation, and the spatial characterization of forest stands across southern Sweden.

Contents





TreeSpecies_Classification_XGB.tif — Discrete raster (8-bit unsigned integer) of dominant tree species predicted by an XGBoost model trained on Sentinel-1/2 and topographic data.




TreeSpecies_Entropy_XGB.tif — Continuous raster (16-bit unsigned integer) containing per-pixel Shannon entropy values (0–Hmax), quantifying classification uncertainty.


Weighted_Fraction_XXXX.tif (XXXX = Tree species) — Continuous rasters (Float32, 0–100%) representing local, entropy-weighted fractional cover of each tree species computed within a moving Gaussian window. Each file corresponds to one of the eight dominant species (Norway spruce, Scots pine, Birch, Beech, Oak, Alder, Aspen, and Other species). An additional “Weighted_Fraction_Unknown.tif” layer represents the proportion of unclassified or masked pixels within the window.



TreeSpecies_FractionMapping.R — R script that computes local (moving-window) species fractions with optional entropy weighting, producing 0–100% fractional cover maps for each species and an additional “Unknown” fraction layer.



Spatial characteristics








Property
Specification




Geographic coverage
Southern Sweden (Skåne, Blekinge, Halland, Kronoberg, Jönköping, and Kalmar counties)


Extent
307020, 6132480 : 609300, 6450120 (EPSG:3006 – SWEREF99 TM)


Projection
Projected (UTM), units in meters


Spatial resolution
10 × 10 m


Raster dimensions
30,228 × 31,764 pixels


Origin
307020, 6,450,120
DOI: 10.15468/dl.5jf9ze
title: Occurrence Download

description: A dataset containing 4757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Gunnera tinctoria"
 ]
}

 The dataset includes 4757 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028763-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26093/cds/vizier.19320047
title: ALMA CO obs. of the 30 Dor molecular cloud complex

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' The 30 Doradus molecular cloud at 0.4pc resolution with the Atacama Large Millimeter/submillimeter Array: physical properties and the boundedness of CO- emitting structures.' (bibcode: 2022ApJ...932...47W)
DOI: 10.26093/cds/vizier.19339005
title: Light curves of an impact flash on Jupiter

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' Detection of an extremely large impact flash on Jupiter by high-cadence multiwavelength observations.' (bibcode: 2022ApJ...933L...5A)
DOI: 10.26093/cds/vizier.19349017
title: Keck/LRIS spectra of PSR J0952-0607

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' PSR J0952-0607: the fastest and heaviest known Galactic neutron star.' (bibcode: 2022ApJ...934L..17R)
DOI: 10.26093/cds/vizier.19349037
title: NGC 4395 FTN/MuSCAT3 photometry obs.

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' Optical continuum reverberation in the dwarf Seyfert nucleus of NGC 4395.' (bibcode: 2022ApJ...934L..37M)
DOI: 10.5281/zenodo.15400048
title: CaF2 and radiochromic film data
DOI: 10.5281/zenodo.15400049
title: CaF2 and radiochromic film data
DOI: 10.26093/cds/vizier.19410013
title: Proper motion and brightness changes of Cas A at 5GHz

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' A study of radio knots within supernova remnant Cassiopeia A.' (bibcode: 2022ApJ...941...13L)
DOI: 10.26093/cds/vizier.19430167
title: FSRQs & BL Lac objects from 4FGL blazar candidates

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' Using neural networks to differentiate newly discovered BL Lacertae objects and FSRQs among the 4FGL unassociated sources employing gamma-ray, X-ray, UV/Optical, and IR data.' (bibcode: 2023ApJ...943..167K)
DOI: 10.26093/cds/vizier.19430177
title: HETDEX Public Source Catalog (Version 3.2)

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' HETDEX Public Source Catalog 1: 220K sources including over 50K Ly{alpha} emitters from an untargeted wide-area spectroscopic survey.' (bibcode: 2023ApJ...943..177M)
DOI: 10.26093/cds/vizier.19439016
title: Keck/NIRES sp. of CWISE J050626.96+073842.4

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' Redder than Red: Discovery of an Exceptionally Red L/T Transition Dwarf.' (bibcode: 2023ApJ...943L..16S)
DOI: 10.26093/cds/vizier.19439020
title: Photometric obs. of SN 2022ilv and SN 2020hvf

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' The luminous type Ia supernova 2022ilv and its early excess emission.' (bibcode: 2023ApJ...943L..20S)
DOI: 10.26093/cds/vizier.19440001
title: DESI observations of the Andromeda galaxy

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' DESI observations of the Andromeda galaxy: revealing the immigration history of our nearest neighbor.' (bibcode: 2023ApJ...944....1D)
DOI: 10.26093/cds/vizier.19440157
title: Fermi jetted AGN with reliable redshift

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' Curvature of the spectral energy distribution, compton dominance, and synchrotron peak frequency in jetted active galactic nuclei.' (bibcode: 2023ApJ...944..157C)