cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.urcy5w
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Observation, Machine Observation)",
 "CoordinateUncertaintyInMeters 0.0-100.0",
 "Country is Switzerland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Picea abies (L.) H.Karst.",
 "Year 1980-2025"
 ]
}

 The dataset includes 531 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014792-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5kgh6
title: Occurrence Download

description: A dataset containing 510750962 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 510750962 records from 15737 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014706-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6je9a9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Dactylorhiza hatagirea"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001293-250515123054153/datasets/export for details.
DOI: 10.11588/portal.gsi.6895aa697f8c5
title: Adolph Hess, Münzenhandlung
DOI: 10.15468/dl.gew7mx
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028306-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwajru
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachyrhaphis roseni)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028311-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x696u9
title: Occurrence Download

description: A dataset containing 1340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sitta leucopsis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1340 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028310-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u44d4g
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiorrhiza maquilingensis"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028308-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhhjps
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Histiopterus typus"
 ]
}

 The dataset includes 490 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028314-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15422716
title: Test images for the evaluation of the Aggregation Index

description: Images created to test the variability of landscape metrics for maps with different Aggregation Index values.Sets fig1.zip, fig2.zip and fig3.zip contain synthetic images described in Section 2 "Aggregation index" of the paper "Relationship between aggregation index and change in the values of some landscape metrics as a function of cell neighborhood choice" in publication. File names correspond to figures in this paper. Some images are original creations based on figures in: He, H.; Dezonia, B.; Mladenoff, D. An Aggregation Index (AI) to Quantify Spatial Patterns of Landscapes. Landscape Ecology 2000, 15, 591–601. https://doi.org/10.1023/A:1008102521322.File Bosco_94fassa_10m.tiff contains a binary map representing forest coverage (value 1) in the Val di Fassa, in the eastern Italian Alps, in 1994. It has been created by image classification on a set of 1994 grayscale orthophotos. The map is in the ETRS89/UTM 32N (EPSG: 25832) datum.

Description of the maps and their usage in landscape metrics tests can be found in Zatelli, P.; Tattoni, C.; Ciolli, M. Relationship Between Aggregation Index and Change in the Values of Some Landscape Metrics as a Function of Cell Neighborhood Choice. ISPRS Int. J. Geo-Inf. 2025, 14, 304. https://doi.org/10.3390/ijgi14080304
DOI: 10.5281/zenodo.15422715
title: Test images for the evaluation of the Aggregation Index

description: Images created to test the variability of landscape metrics for maps with different Aggregation Index values.Sets fig1.zip, fig2.zip and fig3.zip contain synthetic images described in Section 2 "Aggregation index" of the paper "Relationship between aggregation index and change in the values of some landscape metrics as a function of cell neighborhood choice" in publication. File names correspond to figures in this paper. Some images are original creations based on figures in: He, H.; Dezonia, B.; Mladenoff, D. An Aggregation Index (AI) to Quantify Spatial Patterns of Landscapes. Landscape Ecology 2000, 15, 591–601. https://doi.org/10.1023/A:1008102521322.File Bosco_94fassa_10m.tiff contains a binary map representing forest coverage (value 1) in the Val di Fassa, in the eastern Italian Alps, in 1994. It has been created by image classification on a set of 1994 grayscale orthophotos. The map is in the ETRS89/UTM 32N (EPSG: 25832) datum.

Description of the maps and their usage in landscape metrics tests can be found in Zatelli, P.; Tattoni, C.; Ciolli, M. Relationship Between Aggregation Index and Change in the Values of Some Landscape Metrics as a Function of Cell Neighborhood Choice. ISPRS Int. J. Geo-Inf. 2025, 14, 304. https://doi.org/10.3390/ijgi14080304
DOI: 10.5281/zenodo.16778320
title: Quantum Recursive Reality: GR + QM Integration.

description: Quantum Recursive Reality (QRR) is an original, physics-grounded theoretical and computational framework designed to unify and simulate the dynamic interplay between General Relativity (GR) and Quantum Mechanics (QM) at fundamental scales. The framework advances the understanding of quantum gravity by integrating recursive curvature propagation with quantum feedback mechanisms within a discretized spacetime lattice.
DOI: 10.15468/dl.d4verx
title: Occurrence Download

description: A dataset containing 1970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sitta neglecta)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1970 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028315-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16778319
title: Quantum Recursive Reality: GR + QM Integration.

description: Quantum Recursive Reality (QRR) is an original, physics-grounded theoretical and computational framework designed to unify and simulate the dynamic interplay between General Relativity (GR) and Quantum Mechanics (QM) at fundamental scales. The framework advances the understanding of quantum gravity by integrating recursive curvature propagation with quantum feedback mechanisms within a discretized spacetime lattice.
DOI: 10.15468/dl.qmydxx
title: Occurrence Download

description: A dataset containing 2675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ephedra gerardiana, Ephedra glauca, Ephedra holoptera, Ephedra intermedia, Ephedra laristanica, Ephedra likiangensis, Ephedra lomatolepis, Ephedra milleri, Ephedra minuta, Ephedra monosperma)",
 "HasCoordinate is true",
 "Year is greater than 1900"
 ]
}

 The dataset includes 2675 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028316-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14383453
title: Dataset for Classification_of_Substrate_Orders_in_Reaction_Kinetics

description: Including dataset for Classification_of_Substrate_Orders_in_Reaction_Kinetics

(1) 4_class dataset for train_val and test (calculated tsfresh features)

(2) 5_class dataset for train_val and test (calculated tsfresh features)

(3) ode_raw_data obtained by solving rxn kinetic ode, which can be used to generate dataset (1) and (2).

 

The codes and more information could be found in Github repo: https://github.com/tom832/Classification_of_Substrate_Orders_in_Reaction_Kinetics.git
DOI: 10.5281/zenodo.16778280
title: Dataset for Classification_of_Substrate_Orders_in_Reaction_Kinetics

description: Including dataset for Classification_of_Substrate_Orders_in_Reaction_Kinetics

(1) 4_class dataset for train_val and test (calculated tsfresh features)

(2) 5_class dataset for train_val and test (calculated tsfresh features)

(3) ode_raw_data obtained by solving rxn kinetic ode, which can be used to generate dataset (1) and (2).

 

The codes and more information could be found in Github repo: https://github.com/tom832/Classification_of_Substrate_Orders_in_Reaction_Kinetics.git
DOI: 10.15468/dl.5fqc79
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Harttia leiopleura)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028318-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/gs2c4s
title: Skukuza Biological Reference Collection_Coleoptera dataset_1

description: This dataset is a subset record of bioecological data that is associated with the insect specimens (order: coleoptera) that form part of the Skukuza Biological Reference Collection, Scientific Services, Kruger National Park. The specimens are representative of the species that occur in the various regions in the Kruger National Park.
DOI: 10.15468/dl.udgq2c
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC8338"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028320-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdrmxp
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Ophiorrhiza oblongifolia"
 ]
}

 The dataset includes 105 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028319-250802193616735/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/12707802
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.7b77e8
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Cameroon, Central African Republic, Congo, Democratic Republic of the, Congo, Côte d’Ivoire, Equatorial Guinea, Gabon, Ghana, Guinea, Liberia, Nigeria, Sierra Leone)",
 "TaxonKey is Profelis aurata",
 "Year 1996-2025"
 ]
}

 The dataset includes 85 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028321-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxafnz
title: Occurrence Download

description: A dataset containing 333591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Stelgidopteryx ruficollis)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 333591 records from 292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028283-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4nckb
title: Occurrence Download

description: A dataset containing 19571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sitta neumayer)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 19571 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028322-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rj3nk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiorrhiza oblongilimba"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028323-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfjptz
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC8339"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028325-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/portal.gsi.6895aba2d7e0e
title: C. G. Boerner
DOI: 10.15468/dl.kqzheh
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chiloglanis macropterus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028324-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/dpneke
title: Replication Data for: Why Inequalities Persist: Parties’ (Non)Responses to Economic Inequality, 1970-2020

description: Replication data including the first version of the "Varieties of Egalitarianism Data" on equality concepts of parties, 1970-2020, American Political Sciencre Review 2025 version. Authors: Alexander Horn, Martin Haselmayer, and Klaus Jonathan Klüser.
description: <strong>APSR Data Editors' Note:</strong> APSR Data Editors have reviewed included documentation for completeness and have successfully reproduced all figures and tables in the article using the code and data included in this deposit. Data editors do not review results presented in appendices or supplementary materials.
DOI: 10.15468/dl.7md3pv
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sitta przewalskii)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 400 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028326-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/c5ps-f434
title: "Dormant Bank Account Block"

description: "This study employs Artificial Intelligence (AI) for a detailed analysis of public sentiment and emotion regarding a specific government policy in Indonesia. Focusing on a YouTube video discussion about dormant bank account regulations from the Financial Transaction Reports and Analysis Center (PPATK), the research utilizes AI to process a large volume of comments (3028 total), providing a quantitative and qualitative understanding of public reaction. The methodology involves a multi-stage approach, starting with a word cloud to identify key themes, followed by topic modelling to cluster related discussions. Sentiment analysis using a heatmap further delineates positive and negative viewpoints, while a POMS (Profile of Mood States) model provides a granular emotional breakdown. The findings reveal a predominantly negative public sentiment. The word cloud highlights dominant keywords like \"pemerintah,\" \"rakyat,\" and \"koruptor,\" indicating a deep-seated frustration with political leadership and a perception of injustice. Topic modeling further elaborates on these themes, showing clusters focused on Hotman Paris's critique, the policy's perceived impact on the unemployed, and a widespread public distrust of officials. The POMS analysis confirms this, showing that a significant majority of comments are categorized as \"Depression\" and \"Confusion,\" with a minimal presence of positive emotions. The research concludes that the public\u2019s strong reaction is not merely against a specific regulation but reflects broader anxieties about economic welfare, government integrity, and social justice. This study demonstrates the power of AI as a tool to gauge public mood and inform policymakers on the societal implications of their decisions. "
DOI: 10.15468/dl.pvkfrx
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Cameroon, Central African Republic, Congo, Democratic Republic of the, Congo, Côte d’Ivoire, Equatorial Guinea, Gabon, Ghana, Guinea, Liberia, Nigeria, Sierra Leone)",
 "TaxonKey is Polemaetus bellicosus",
 "Year 1996-2025"
 ]
}

 The dataset includes 317 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028327-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs2bm5
title: Occurrence Download

description: A dataset containing 917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ephedra oxyphylla, Ephedra pachyclada, Ephedra pentandra, Ephedra procera, Ephedra przewalskii, Ephedra pseudodistachya, Ephedra regeliana, Ephedra rhytidosperma, Ephedra rituensis, Ephedra sarcocarpa)",
 "HasCoordinate is true",
 "Year is greater than 1900"
 ]
}

 The dataset includes 917 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028328-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16751804
title: Genomic and Supplementary Data for "Genome-wide Association Analysis and Candidate Gene Identification of Plant Height in Dabaigu (Foxtail Millet)"

description: This archive contains the genomic dataset and all supplementary files for the article “Genome-wide Association Analysis and Candidate Gene Identification of Plant Height in Dabaigu (Foxtail Millet).”
DOI: 10.5281/zenodo.16778358
title: Genomic and Supplementary Data for "Genome-wide Association Analysis and Candidate Gene Identification of Plant Height in Dabaigu (Foxtail Millet)"

description: This archive contains the genomic dataset and all supplementary files for the article “Genome-wide Association Analysis and Candidate Gene Identification of Plant Height in Dabaigu (Foxtail Millet).”
DOI: 10.15468/dl.6sgdj6
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Histiopterus spinifer"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028329-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhg9ge
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rineloricaria malabarbai)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028330-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjuhw4
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiorrhiza ovata"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028331-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.