cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ewm6ej
title: Occurrence Download

description: A dataset containing 240 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 Andrena curvungula Thomson, 1870",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 240 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004866-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tz35jj
title: Occurrence Download

description: A dataset containing 257628005 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 257628005 records from 19348 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004832-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy35sm
title: Occurrence Download

description: A dataset containing 680031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.05815 48.76147,2.23077 48.72315,2.3936 48.7018,2.42173 48.78691,2.40806 48.90882,2.31071 48.90316,2.21993 48.86851,2.06096 48.85962,2.05815 48.76147))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 680031 records from 1255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044017-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4b82m
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphaerosyllis antarctica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044053-251120083545085/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.30846722
title: Data and Code for Literature Review of IndoorGML

description: This research is for the systematic literature review of IndoorGML. The data is mainly about the metadata of the related publications (exclude OGC discussion papers).
DOI: 10.6084/m9.figshare.30846722.v2
title: Data and Code for Literature Review of IndoorGML

description: This research is for the systematic literature review of IndoorGML. The data is mainly about the metadata of the related publications (exclude OGC discussion papers).
DOI: 10.5281/zenodo.17876825
title: The Terminological Resources of Lay Readers

description: Repository containing the data and code for the publication:  

“The Terminological Resources of Lay Readers: Do LovelyBooks Users Distinguish fiktiv from fiktional?”

---

Repository Structure

code/

- Analyze_LovelyBooks.ipynb – Jupyter Notebook containing all code used in the publication  - Analyze_LovelyBooks.html – the same notebook exported as an HTML file

figures/

Contains all figures generated by Analyze_LovelyBooks.ipynb and used in the publication.

resources/

- fiction_annotation.csv – manual annotations of German-language fictionality words found in the LovelyBooks corpus  - fiction_annotation_iaa.csv – manual annotations by a second annotator used to calculate inter-annotator agreement  - lovelybooks_books.csv – metadata for the books included in the LovelyBooks corpus  - lovelybooks_reviews.csv – metadata for the reviews included in the LovelyBooks corpus. Columns headline, content_short, and content (the actual review text) are set to NaN due to copyright  - lovelybooks_sentences.csv – a table that splits the review content from lovelybooks_reviews.csv into individual sentences. Columns headline, content_short, and sentence are set to NaN due to copyright- words_fikti_pos.csv – data on the occurrence of fictionality words (fiktiv, fiktional, etc.) in the LovelyBooks corpus. Columns headline, content_short, and sentence are set to NaN due to copyright

Further Resources

The same data and code are available on GitHub: https://github.com/MertenKroencke/fiktiv_fiktional.  

Full review content can be made available upon request for research purposes at: *(link tbd)*.
DOI: 10.6084/m9.figshare.30846722.v1
title: Data and Code for Literature Review of IndoorGML

description: This research is for the systematic literature review of IndoorGML. The data is mainly about the metadata of the related publications (exclude OGC discussion papers).
DOI: 10.5281/zenodo.17876824
title: The Terminological Resources of Lay Readers

description: Repository containing the data and code for the publication:  

“The Terminological Resources of Lay Readers: Do LovelyBooks Users Distinguish fiktiv from fiktional?”

---

Repository Structure

code/

- Analyze_LovelyBooks.ipynb – Jupyter Notebook containing all code used in the publication  - Analyze_LovelyBooks.html – the same notebook exported as an HTML file

figures/

Contains all figures generated by Analyze_LovelyBooks.ipynb and used in the publication.

resources/

- fiction_annotation.csv – manual annotations of German-language fictionality words found in the LovelyBooks corpus  - fiction_annotation_iaa.csv – manual annotations by a second annotator used to calculate inter-annotator agreement  - lovelybooks_books.csv – metadata for the books included in the LovelyBooks corpus  - lovelybooks_reviews.csv – metadata for the reviews included in the LovelyBooks corpus. Columns headline, content_short, and content (the actual review text) are set to NaN due to copyright  - lovelybooks_sentences.csv – a table that splits the review content from lovelybooks_reviews.csv into individual sentences. Columns headline, content_short, and sentence are set to NaN due to copyright- words_fikti_pos.csv – data on the occurrence of fictionality words (fiktiv, fiktional, etc.) in the LovelyBooks corpus. Columns headline, content_short, and sentence are set to NaN due to copyright

Further Resources

The same data and code are available on GitHub: https://github.com/MertenKroencke/fiktiv_fiktional.  

Full review content can be made available upon request for research purposes at: *(link tbd)*.
DOI: 10.34740/kaggle/dsv/14087202
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29670860.v4
title: Supplementary Information and codes for "Prediction of Ionic Conductivity in Solid-State Electrolytes Using Machine Learning"

description: Supplementary information (Tables and Figures) and codes for Prediction of Ionic Conductivity in Solid-State Electrolytes Using Machine LearningThis repository contains all datasets, supplementary informaion, and code used in the study. The materials are organized as follows:Ion conductivitiy.ipynb - Jupiter notebook containing the code used for regression modeling.Dataset for Li-ion conductivity - Curated dataset of room-temperature ionic conductivities for Li-based solid electrolytes.Dataset for Na-ion conductivity - Curated dataset of room-temperature ionic conductivities for Li-based solid electrolytes.Dataset for Li and Na-ion conductivity - Combined dataset including both Li- and Na-based materialsDataset for Li and Na-ion conductivity(host materials) - Dataset using host material featurization with one-hot encoding of the mobile ion.Supplementary Information (Tables and Figures) - Additional tables and figures referenced in the manuscript.All datasets were obtained through a combination of large language model-assisted extraction and manual curation. The code provided reproduces the regression and classification models described in the article.
DOI: 10.15468/dl.j64g8x
title: Occurrence Download

description: A dataset containing 3975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zanthoxylum zanthoxyloides",
 "Continent is Africa"
 ]
}

 The dataset includes 3975 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044054-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqn529
title: Occurrence Download

description: A dataset containing 14980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hyla arborea",
 "Year 2024-2025"
 ]
}

 The dataset includes 14980 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044055-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17855872
title: Dataset for "Tracking canopy conductance and transpiration of CAM-plants Agave sisalana with carbonyl sulfide fluxes"

description: The final dataset used in manuscript "Tracking canopy conductance and transpiration of CAM-plants Agave sisalana with carbonyl sulfide fluxes" by Kohonen et al. (2025). The dataset contains carbonyl sulfide (COS) and carbon dioxide (CO2) eddy covariance flux data and in-situ meteorological data measured at Teita sisal plantation, Taita Taveta County, Kenya, as described in the manuscript from November 2019 to December 2019. Raw data are available upon request from the author. The publication is available at: https://doi.org/10.1016/j.agrformet.2025.110966
DOI: 10.5281/zenodo.17855873
title: Dataset for "Tracking canopy conductance and transpiration of CAM-plants Agave sisalana with carbonyl sulfide fluxes"

description: The final dataset used in manuscript "Tracking canopy conductance and transpiration of CAM-plants Agave sisalana with carbonyl sulfide fluxes" by Kohonen et al. (2025). The dataset contains carbonyl sulfide (COS) and carbon dioxide (CO2) eddy covariance flux data and in-situ meteorological data measured at Teita sisal plantation, Taita Taveta County, Kenya, as described in the manuscript from November 2019 to December 2019. Raw data are available upon request from the author. The publication is available at: https://doi.org/10.1016/j.agrformet.2025.110966
DOI: 10.6084/m9.figshare.30827849
title: MGFD-Stereo

description: A Fusion of Multi-Scale Geometric Features and Frequency Domain Decomposition for Stereo Matching Network.
DOI: 10.6084/m9.figshare.30827849.v2
title: MGFD-Stereo

description: A Fusion of Multi-Scale Geometric Features and Frequency Domain Decomposition for Stereo Matching Network.
DOI: 10.6084/m9.figshare.30827849.v1
title: MGFD-Stereo

description: A Fusion of Multi-Scale Geometric Features and Frequency Domain Decomposition for Stereo Matching Network.
DOI: 10.15468/dl.4fgkag
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphaerosyllis hirsuta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044056-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajhvbw
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Metasequoia glyptostroboides"
 ]
}

 The dataset includes 171 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044057-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfecrw
title: Occurrence Download

description: A dataset containing 3413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ziziphus mauritiana",
 "Continent is Africa"
 ]
}

 The dataset includes 3413 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044058-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf2pab
title: Occurrence Download

description: A dataset containing 1026617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Clupea harengus"
 ]
}

 The dataset includes 1026617 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044025-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amheha
title: Occurrence Download

description: A dataset containing 11852570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11852570 records from 1603 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031200-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgb2qg
title: Occurrence Download

description: A dataset containing 1207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, Nepal, Bangladesh, Pakistan, Bhutan, Sri Lanka)",
 "TaxonKey is Axis axis (Erxleben, 1777)",
 "Year 2019-2024"
 ]
}

 The dataset includes 1207 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026391-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svtjey
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer sikkimense Miq."
 ]
}

 The dataset includes 293 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154324-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzb2dh
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argyreia nervosa",
 "Country is Chad",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051754-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdv6m2
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argyreia nervosa",
 "Country is Burkina Faso",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051752-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbtqzd
title: Occurrence Download

description: A dataset containing 8685512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Lysimachia arvensis, Madia elegans, Madia sativa, Matricaria discoidea, Medicago polymorpha, Melica californica, Melilotus indicus, Mentha pulegium, Microseris acuminata, Mimulus aurantiacus, Navarretia pubescens, Navarretia squarrosa, Panicum acuminatum, Petrorhagia dubia, Phacelia malvifolia, Phalaris truncata, Phalaris arundinacea, Pickeringia montana, Plagiobothrys greenei, Plagiobothrys nothofulvus, Plagiobothrys scouleri, Plagiobothrys tenellus, Plantago coronopus, Plantago erecta, Plantago lanceolata, Poa pratensis, Poa secunda, Poa unilateralis, Pogogyne zizyphoroides, Primula hendersonii, Psilocarphus brevissimus, Ranunculus californicus, Ranunculus muricatus, Ranunculus occidentalis, Raphanus sativus, Rosa californica, Rubus armeniacus, Rubus ursinus, Rumex acetosella, Rumex crispus, Scleranthus annuus, Senecio vulgaris, Sherardia arvensis, Sidalcea malviflora, Sisyrinchium bellum, Sonchus asper, Spergularia rubra, Stachys, Stellaria media, Nassella pulchra, Symphyotrichum chilense, Thermopsis californica, Trifolium barbigerum, Trifolium depauperatum, Trifolium dubium, Trifolium fucatum, Trifolium hirtum, Trifolium incarnatum, Trifolium microcephalum, Trifolium subterraneum, Trifolium variegatum, Trifolium willdenovii, Triphysaria eriantha, Triteleia laxa, Vicia sativa, Vicia tetrasperma, Wyethia angustifolia)"
 ]
}

 The dataset includes 8685512 records from 5450 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051727-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j24gk5
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Plecotus teneriffae Barrett-Hamilton, 1907, Pipistrellus maderensis (Dobson, 1878))"
 ]
}

 The dataset includes 250 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012604-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrk3s7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus davidiana (Carrière) Franch."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012606-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5f2eqg
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptopyrum fumarioides (L.) Rchb."
 ]
}

 The dataset includes 38 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012605-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3myxub
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ritchiea simplicifolia Oliv."
 ]
}

 The dataset includes 226 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012607-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nd678
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus armeniaca var. ansu Maxim."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012608-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17031/6687a5cecac1f
title: CPR Data request - AngelaMartin - NaturalEngland - 05/07/2024

description: CPR data in 6 ICES areas (27.7.e, 27.7.f, 27.7.g, 27.7.h, 27.7.j.1, 27.7.j.2).
Period January 1958 to December 2021.
4 taxa/groups:
Large_Zooplankton: all zooplankton > 2 mm.
Small_Zooplankton: all zooplankton <= 2 mm.
Euphausiacea_Total: Taxon corresponding to CPR id 88 (aphia id 1128)
Phytoplankton_Colour_Index
DOI: 10.15468/dl.4n2ug9
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012609-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3339af
title: Occurrence Download

description: A dataset containing 15484 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium of the Université Libre de Bruxelles"
 ]
}

 The dataset includes 15484 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012610-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5qm9r
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Acorus tatarinowii Schott"
 ]
}

 The dataset includes 481 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012611-240626123714530/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.26183417
title: Emission Results.zip

description: "Figure 1 (blue).nc":TROPOMI XCH4 datas from April 2018 to December 2023 in Figure 1"Figure 2d(E).nc; Figure 2d(XCH4±10%).nc":The original emissions calculated using TROPOMI XCH4 and TROPOMI XCH4±10% in Figure 2d"Emission(XCH4±20%).nc":The emissions calculated using TROPOMI XCH4±20%"Figure 2a time series.nc; Figure 2b time series.nc; Figure 2c time series.nc; Figure 2f time series.nc; Figure 2g time series.nc; Figure 2h time series.nc": The time series of these points in Figure 2"E-after two step filtering.nc; E (XCH4±20%)-after two step filtering.nc; E (XCH4±20%)-after two step filtering.nc":The emissions after the two step filtering<br><br><br>
DOI: 10.15468/dl.kj9szb
title: Occurrence Download

description: A dataset containing 419 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amorphophallus konjac K.Koch"
 ]
}

 The dataset includes 419 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012612-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.