cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8okltx
title: Occurrence Download

description: A dataset containing 789 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea mannii (Hook.f.) A.P.Davis"
 ]
}

 The dataset includes 789 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013143-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48338/vu01-mefkpe
title: Dataset personality traits church planters and regular pastors (BFI)

description: This data package contains the data supporting the findings of the article by Foppen et al. (2018) on the personality traits of church planters and other church leaders in Europe, as measured using the Big Five Inventory. It is part of a dissertation project on Effective Religious Leadership.
DOI: 10.15468/dl.j3pbs9
title: Occurrence Download

description: A dataset containing 1249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoracantha semipunctata",
 "Year 1980-2025"
 ]
}

 The dataset includes 1249 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069014-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8djk8c
title: Occurrence Download

description: A dataset containing 4651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Toona ciliata"
 ]
}

 The dataset includes 4651 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069015-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcgb29
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tamarix androssowii"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069016-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8r5k42
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus kingiana"
 ]
}

 The dataset includes 61 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069017-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18092412
title: 7-Tage-Inzidenz der COVID-19-Fälle in Deutschland

description: Im Datensatz "7-Tage-Inzidenz der COVID-19-Fälle in Deutschland" des Robert Koch-Instituts werden die täglich aktualisierten COVID-19-Inzidenzen auf Bundes-, Landes- und Landkreisebene basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Die 7-Tage-Inzidenz wird definiert als Anzahl gemeldeter Fälle der letzten sieben Tage pro 100.000 Einwohner:innen und differenziert nach Altersgruppen und Regionen. Die Datenverarbeitung erfolgt vollständig elektronisch über das Deutsche Elektronische Melde- und Informationssystem (DEMIS).
DOI: 10.15468/dl.dqbw53
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Glycyrrhiza aspera"
 ]
}

 The dataset includes 51 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069018-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18077825
title: RAMP Lakes 2022 isotopic analytical data

description: This data archive contains isotope analytical data for Regional Aquatics Monitoring Program (RAMP) Acid Lakes program measured by InnoTech Alberta on water samples collected from 40 lakes located in northeastern Alberta, Canada in September 2022. These data are described in an article to be published in Journal of Geophysical Research: Biogeosciences and serve to augment prior year measurements made in 50 lakes during 2002-2017 and 2020-2021. Raw analytical results files including repeat analyses are provided to allow for independent QA/QC assessment.
DOI: 10.6084/m9.figshare.30970528
title: gene model for annotation

description: gene model for annotation
DOI: 10.6084/m9.figshare.30970528.v1
title: gene model for annotation

description: gene model for annotation
DOI: 10.15468/dl.n58n8u
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus lanata"
 ]
}

 The dataset includes 156 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069019-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58132/5rpzvg
title: Defect-induced single-photon emission in ZnPS3

description: We investigated single photon emitters in ZnPS3 bulk crystal. The available data include measurements of sample using photoluminescence (PL), Raman scattering (RS), atomic force microscopy (AFM), time-resolved PL, polarization-resolved PL techniques. The sample was investigated at 5 K temperature. The PL experiments were performed using λ = 632.8 nm excitation from the continuous-wave (CW) helium-neon laser. Measurements were carried out in a dry cryogenic system with a base temperature of 5 K. The sample was mounted onto the x-y-z piezo stages for precise positioning. The measurements were conducted in a back-scattering geometry, with laser focusing and collection carried out using a cold objective with a numerical aperture of 0.82. For the detection of the signal, the light was dispersed by a SpectraPro HRS-750 spectrometer and detected by a PyLoN 100-BRX LN2 cooled charge-coupled device (CCD) camera (both Princeton Instruments). For the photoluminescence excitation measurements, a broadband super-continuum laser coupled to the tunable bandpass filter has been used (SuperK Extreme, NKT Photonics). The RS experiments were performed using λ = 515 nm excitation from the CW laser diode. The studied sample was placed on a cold finger in a continuous-flow cryostat mounted on x–y motorized positioners. The measurements were conducted in a back-scattering geometry, with laser focusing and collection carried out using a 50x long-working-distance objective with a numerical aperture of 0.55. For the detection of the signal, the light was dispersed by a SpectraPro HRS-750 spectrometer and detected by a PyLoN 100-BRX LN2 cooled CCD camera (both Princeton Instruments).Time-resolved PL measurements have been performed by using a single photon counter (Excelitas SPCM-AQRH-16-BR1) triggered by laser pulses. For excitation, a broadband super-continuum laser coupled to the tunable bandpass filter has been used (SuperK Extreme, NKT Photonics). The correlation function measurements have been conducted in the Hanbury Brown and Twiss geometry. The signal from two single photon counters has been correlated with the PicoHarp 300 module. After normalization, the recorded histograms are equivalent to the normalized second-order correlation functionTopography measurements were performed using a Bruker Dimension FastScan XR atomic force microscope operated in tapping mode with RTESPA-150 cantilevers.
DOI: 10.34740/kaggle/dsv/14340311
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.qqtm6s
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tamarix gracilis"
 ]
}

 The dataset includes 49 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069020-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14340320
title: World Weather Repository ( Daily Updating )
DOI: 10.6084/m9.figshare.30958253
title: Two Haplotype-Resolved Telomere-to-Telomere Genome Assemblies of <i>Cannabis sativa</i>

description: We produced two haplotype-resolved telomere-to-telomere (T2T) genome assemblies of <i>Cannabis sativa</i>, representing the two haplotypes of the diploid genome. These assemblies were analyzed separately throughout the study. Gene annotation was supported by a set of protein models specifically prepared for annotation training, which served as external evidence for gene model prediction. The complete list and sequences of the protein models used in this process are provided in Supplementary File 2.
DOI: 10.6084/m9.figshare.30958253.v1
title: Two Haplotype-Resolved Telomere-to-Telomere Genome Assemblies of <i>Cannabis sativa</i>

description: We produced two haplotype-resolved telomere-to-telomere (T2T) genome assemblies of <i>Cannabis sativa</i>, representing the two haplotypes of the diploid genome. These assemblies were analyzed separately throughout the study. Gene annotation was supported by a set of protein models specifically prepared for annotation training, which served as external evidence for gene model prediction. The complete list and sequences of the protein models used in this process are provided in Supplementary File 2.
DOI: 10.15468/dl.eupp9q
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus leucotrichophora"
 ]
}

 The dataset includes 150 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069023-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/dvfk54
title: Electoral Maps and Cartograms since 1954

description: Electoral boundaries in Malaysia are not publicly available in machine-readable form. This prevents rigorous analysis of geography-centric issues such as malapportionment and gerrymandering, and constrains spatial perspectives on electoral outcomes. We present the second component of the Malaysian Election Corpus (MECo), an open-access collection of digital electoral boundaries covering all 19 approved delimitation exercises in Malaysia's history, from the first set of Malayan boundaries in 1954 until the 2019 Sabah delimitation. We also auto-generate election-time maps for all federal and state elections up to 2025, and include equal-area and electorate-weighted cartograms to support deeper geospatial analysis. This is the first complete, publicly-available, and machine-readable record of Malaysia's electoral boundaries, and fills a critical gap in the country's electoral data infrastructure.
DOI: 10.15468/dl.w8rx79
title: Occurrence Download

description: A dataset containing 416675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((103.02259 24.57865,109.79107 24.76519,109.89028 28.60303,103.15893 29.1762,103.02259 24.57865))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 416675 records from 814 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069001-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14340337
title: Makise-Kurisu-synthetic-data
DOI: 10.15468/dl.57hcw6
title: Occurrence Download

description: A dataset containing 417978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Threskiornis aethiopicus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 417978 records from 282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069008-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm43zg
title: Occurrence Download

description: A dataset containing 622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tamarix ramosissima"
 ]
}

 The dataset includes 622 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069025-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y67xdj
title: Occurrence Download

description: A dataset containing 263351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((-10.0 35.0, 40.0 35.0, 40.0 71.0, -10.0 71.0, -10.0 35.0))"
 ]
}

 The dataset includes 263351 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069011-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32aata
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus floribunda"
 ]
}

 The dataset includes 85 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069027-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18092726
title: Structural Determinants of Mucus Barrier Function: How Chondroitin Sulfate Disaccharide Composition Modulates Mucin Binding and Permeability (Molecular dynamics simulation)
DOI: 10.5281/zenodo.18092725
title: Structural Determinants of Mucus Barrier Function: How Chondroitin Sulfate Disaccharide Composition Modulates Mucin Binding and Permeability (Molecular dynamics simulation)
DOI: 10.5281/zenodo.13993988
title: Rodes-Bachs_etal_Dietary_transitions - Data

description: Datasets for the figure creation and analysis code available in the paired GitHub repository. These data and the analysis code support the journal publication Rodés-Bachs, C., Sampedro, J., Van de Ven, D., Horowitz, R., Pardo, G., and Zhao, X. (2025) Region-specific and nutritionally adequate dietary transitions can bolster sustainability and socioeconomic benefits.

How to use this data?



Download the data from this Zenodo archive and unpack the files.

Clone or download this code version from the GitHub repository.

Run the code. If you are familiarized with Docker we recommend you to follow option `a)`, which provides you an R running environment. Otherwise, you can follow option `b)`, which requires Rstudio and to install manually the necessary libraries.





Download Docker, open Docker Desktop, and download the following docker image through your console:



docker pull claudiarodes/implications_sustainable_diets:diets_v1
Run the docker image adjusting the full path to the repository folder:




docker run -v /full_path_to_the_repository_folder/implications_sustainable_diets:/app -it implications_sustainable_diets 


Run the R/paper_analysis.Rscript to produce all the figures of the study, both from the main manuscript and the supplementary information and the R/paper_methodology.R script to produce the graphics to illustrate the ensemble design and uncertainty dimensions considered in the study.




Download RStudio, open it, and run the R/paper_analysis.R script to produce all the figures of the study, both from the main manuscript and the supplementary information and the R/paper_methodology.R script to produce the graphics to illustrate the ensemble design and uncertainty dimensions considered in the study.





 

Funding source

This project has received funding from the European Union's Horizon 2020 research and innovation program under grant agreement number 101056306 (IAM COMPACT project).
DOI: 10.5281/zenodo.18086406
title: Rodes-Bachs_etal_Dietary_transitions - Data

description: Datasets for the figure creation and analysis code available in the paired GitHub repository. These data and the analysis code support the journal publication Rodés-Bachs, C., Sampedro, J., Van de Ven, D., Horowitz, R., Pardo, G., and Zhao, X. (2025) Region-specific and nutritionally adequate dietary transitions can bolster sustainability and socioeconomic benefits.

How to use this data?



Download the data from this Zenodo archive and unpack the files.

Clone or download this code version from the GitHub repository.

Run the code. If you are familiarized with Docker we recommend you to follow option `a)`, which provides you an R running environment. Otherwise, you can follow option `b)`, which requires Rstudio and to install manually the necessary libraries.





Download Docker, open Docker Desktop, and download the following docker image through your console:



docker pull claudiarodes/implications_sustainable_diets:diets_v1
Run the docker image adjusting the full path to the repository folder:




docker run -v /full_path_to_the_repository_folder/implications_sustainable_diets:/app -it implications_sustainable_diets 


Run the R/paper_analysis.Rscript to produce all the figures of the study, both from the main manuscript and the supplementary information and the R/paper_methodology.R script to produce the graphics to illustrate the ensemble design and uncertainty dimensions considered in the study.




Download RStudio, open it, and run the R/paper_analysis.R script to produce all the figures of the study, both from the main manuscript and the supplementary information and the R/paper_methodology.R script to produce the graphics to illustrate the ensemble design and uncertainty dimensions considered in the study.





 

Funding source

This project has received funding from the European Union's Horizon 2020 research and innovation program under grant agreement number 101056306 (IAM COMPACT project).
DOI: 10.15468/dl.7mg9mq
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Geometry POLYGON((61.05093 38.86199,58.58644 36.41939,56.13758 32.05115,55.54191 26.49159,60.30726 21.06439,69.70558 19.6745,74.33855 26.55777,78.57441 26.82251,87.19414 18.0798,92.48896 12.71879,97.51905 13.31445,100.56357 17.28557,113.93301 23.30844,115.25672 31.71397,113.86682 33.83191,104.00521 37.20736,95.99678 38.79581,80.97271 40.71518,76.67067 43.16404,67.60328 43.09785,61.05093 38.86199))",
 "TaxonKey is one of (Anura, Anura, Anura, Anura, Anura, Anurapteryx, Anuraphis, Anuracanthorhynchus, Anurachorutes, Anuraeopsis)"
 ]
}

 The dataset's 3 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069021-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phvy7x
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus lodicosa"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069028-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykd7qf
title: Occurrence Download

description: A dataset containing 3754855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Undaria pinnatifida, Lindavia intermedia)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0",
 "DecimalLongitude is greater than or equal to -180",
 "DecimalLatitude is greater than or equal to -90",
 {
 "not" : {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Country coordinate mismatch"
 ]
 }
 }
 ]
}

 The dataset includes 3754855 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069013-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgadcv
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amentotaxus hatuyenensis Hiep"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005119-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv227d
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-60 -22,-54 -22,-54 -16,-60 -16,-60 -22))",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 315 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123235-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmmyhu
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Lagothrix cana (É.Geoffroy Saint-Hilaire, 1812)"
 ]
}

 The dataset includes 75 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014007-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhx7qb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia caryotarum Y.M.Shui & W.H.Chen"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052051-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nutb8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moema pepotei Costa, 1993"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117087-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.