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

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Nepal",
 "Country is India"
 ]
 },
 "TaxonKey is Ajania khartensis (Dunn) C.Shih"
 ]
}

 The dataset includes 148 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009915-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fx30b2
title: Occurrence Download

description: A dataset containing 3295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Eptesicus fuscus (Palisot de Beauvois, 1796)"
 ]
}

 The dataset includes 3295 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006159-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57724/jci_20011208_dinglac_mbev
title:  DINGLAC: Mass balance, extent and velocity – Hurd & Johnsons glaciers 2001-2002
DOI: 10.15468/dl.1aijrg
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Flora de las Reservas Distritales de Humedal de Bogotá, D.C.",
 "TaxonKey is Acacia decurrens Willd."
 ]
}

 The dataset includes 52 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008260-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frxygt
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 {
 "or" : [
 "Country is Peru",
 "Country is Colombia"
 ]
 },
 "TaxonKey is Aotus nancymai Hershkovitz, 1983"
 ]
}

 The dataset includes 60 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066905-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqndrf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis gezi Kraglievich, 1928"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054651-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcfqnt
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dolichotrigona longitarsis (Ducke, 1916)"
 ]
}

 The dataset includes 45 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008260-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dksey3
title: Occurrence Download

description: A dataset containing 1194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptonycteris yerbabuenae Martínez & Villa-R., 1940",
 "Year 2000-2023"
 ]
}

 The dataset includes 1194 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040307-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgcx8n
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ctenopoma nigropannosum Reichenow, 1875)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 222 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058161-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jde8oq
title: Occurrence Download

description: A dataset containing 1849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphaea ampla (Salisb.) DC."
 ]
}

 The dataset includes 1849 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008659-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.igha7y
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinguicula ionantha R.K.Godfrey"
 ]
}

 The dataset includes 106 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008260-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ierprj
title: Occurrence Download

description: A dataset containing 688 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Somniosus microcephalus (Bloch & Schneider, 1801)"
 ]
}

 The dataset includes 688 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008436-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.di60pq
title: Occurrence Download

description: A dataset containing 828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fungi",
 "DecimalLatitude is greater than 39.6923925221522",
 "DecimalLatitude is less than 40.2316482897479",
 "DecimalLongitude is greater than -75.5001437873699",
 "DecimalLongitude is less than -74.8029269547001"
 ]
}

 The dataset includes 828 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006155-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxema2
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stevensia ebracteata Urb. & Ekman"
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008659-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s4jnr
title: Occurrence Download

description: A dataset containing 1128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pedicularis resupinata L."
 ]
}

 The dataset includes 1128 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058162-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdma96
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carlia quinquecarinata (Macleay, 1877)"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019307-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5b2mf
title: Occurrence Download

description: A dataset containing 40921 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambrosia artemisiifolia L."
 ]
}

 The dataset includes 40921 records from 509 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062479-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkgukv
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apristurus canutus Springer & Heemstra, 1979"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006155-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwj36f
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Scaphoideus titanus Ball, 1932"
 ]
}

 The dataset includes 266 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058163-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zycmn
title: Occurrence Download

description: A dataset containing 2551432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pipistrellus pipistrellus (Schreber, 1774)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 2551432 records from 4478 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058147-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8cmc7
title: Occurrence Download

description: A dataset containing 46097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.43619 36.69581,-6.01301 36.1725,-5.51146 36.00785,-4.97072 36.46926,-4.75913 37.37144,-5.76223 37.58289,-6.43619 36.69581))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 46097 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021581-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tk6uzq
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Entomophthora muscae (Cohn) Fresen."
 ]
}

 The dataset's 3 records were derived from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021577-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwc6qg
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.00619 68.86059,39.71502 68.86059,39.71502 74.59488,13.00619 74.59488,13.00619 68.86059))",
 "HasGeospatialIssue is false",
 "TaxonKey is Paralithodes camtschaticus (Tilesius, 1815)"
 ]
}

 The dataset includes 80 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021583-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13758402
title: Data for "Differential effects of Daphnia genotype composition on spatial environmental heterogeneity in experimental metacommunities"
DOI: 10.5281/zenodo.13758403
title: Data for "Differential effects of Daphnia genotype composition on spatial environmental heterogeneity in experimental metacommunities"
DOI: 10.34740/kaggle/dsv/10702570
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.34740/kaggle/dsv/10702576
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.34740/kaggle/dsv/10702586
title: UNET Lung Segmentation Weights for Chest X Rays
DOI: 10.6084/m9.figshare.26647627.v2
title: data and code

description: Soil contamination
DOI: 10.3886/e112861
title: Replication data for: Beyond GDP? Welfare across Countries and Time

description: We propose a summary statistic for the economic well-being of people in a country. Our measure incorporates consumption, leisure, mortality, and inequality, first for a narrow set of countries using detailed micro data, and then more broadly using multi-country datasets. While welfare is highly correlated with GDP per capita, deviations are often large. Western Europe looks considerably closer to the United States, emerging Asia has not caught up as much, and many developing countries are further behind. Each component we introduce plays a significant role in accounting for these differences, with mortality being most important.
DOI: 10.3886/e112861v1-166801
title: Replication data for: Beyond GDP? Welfare across Countries and Time

description: We propose a summary statistic for the economic well-being of people in a country. Our measure incorporates consumption, leisure, mortality, and inequality, first for a narrow set of countries using detailed micro data, and then more broadly using multi-country datasets. While welfare is highly correlated with GDP per capita, deviations are often large. Western Europe looks considerably closer to the United States, emerging Asia has not caught up as much, and many developing countries are further behind. Each component we introduce plays a significant role in accounting for these differences, with mortality being most important.
DOI: 10.15468/dl.yxam7w
title: Occurrence Download

description: A dataset containing 227213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is CHN",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (May, June, January, February, March, April, July, August, September, October, November, December)",
 "Year 2020-2020"
 ]
}

 The dataset includes 227213 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021579-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14840310
title: Cache files of doi.org/10.1145/3715758

description: Cache files for the RQ3 experiments. Add them to the replication package of the paper titled: Large Language Models for In-File Vulnerability Localization are "Lost in the End".
DOI: 10.5281/zenodo.14840311
title: Cache files of doi.org/10.1145/3715758

description: Cache files for the RQ3 experiments. Add them to the replication package of the paper titled: Large Language Models for In-File Vulnerability Localization are "Lost in the End".
DOI: 10.15468/dl.tz2ufq
title: Occurrence Download

description: A dataset containing 4567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apis florea Fabricius, 1787"
 ]
}

 The dataset includes 4567 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021587-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14839909
title: London: DART_5-7-5_1126.zip.004, 005

description: More details provided at:

Grimmond, S., & Morrison, W. (2025). Land surface temperature (LST) metadata related to observations and modelling (primarily related to): London, UK. Zenodo. https://doi.org/10.5281/zenodo.14766133

Grimmond, S., Benjamin, K., Gabey, A., Kotthaus, S., Morrison, W., Offerle, B., Pauscher, L., Ward, H., zum Berge, K., Brown, J., Crawford, B., Saunders, B., Sun, T., & Warren, E. (2022). Multi-city Urban Hydroclimate Data (MUHD) - Meta data for observations Release 2022-03-21. Zenodo. https://doi.org/10.5281/zenodo.13134582
DOI: 10.5281/zenodo.14839910
title: London: DART_5-7-5_1126.zip.004, 005

description: More details provided at:

Grimmond, S., & Morrison, W. (2025). Land surface temperature (LST) metadata related to observations and modelling (primarily related to): London, UK. Zenodo. https://doi.org/10.5281/zenodo.14766133

Grimmond, S., Benjamin, K., Gabey, A., Kotthaus, S., Morrison, W., Offerle, B., Pauscher, L., Ward, H., zum Berge, K., Brown, J., Crawford, B., Saunders, B., Sun, T., & Warren, E. (2022). Multi-city Urban Hydroclimate Data (MUHD) - Meta data for observations Release 2022-03-21. Zenodo. https://doi.org/10.5281/zenodo.13134582
DOI: 10.15468/dl.nj3mrp
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((3.75564 57.14872,54.34015 57.14872,54.34015 73.80792,3.75564 73.80792,3.75564 57.14872))",
 "HasGeospatialIssue is false",
 "TaxonKey is Paralithodes camtschaticus (Tilesius, 1815)"
 ]
}

 The dataset includes 28 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021588-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhve2c
title: Occurrence Download

description: A dataset containing 1465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "TaxonKey is Campomanesia eugenioides (Cambess.) D.Legrand"
 ]
}

 The dataset includes 1465 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021589-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10149829
title: Rotor37: a 3D CFD RANS dataset, under geometrical variations of a compressor blade

description: This dataset contains 3D CFD RANS solutions, under geometrical variations of a compressor blade.

A Description is provided in 2305.12871.pdf (arxiv.org) Sections 4.1 and Appendix A.1.

The file format is PLAID, see the plaid documentation.

The variablity in the samples are 2 input scalars and the geometry (mesh). Outputs of interest are 3 scalars and 3 fields.

Eight nested training sets of sizes 8 to 1000 are provided, with complete input-output data. A testing set of size 200 is provided, for which outputs are not provided.  

 

Tips to access the data:

After decompressing the downloaded file:

from plaid.containers.dataset import Datasetfrom plaid.problem_definition import ProblemDefinition

dataset = Dataset()problem = ProblemDefinition()

problem._load_from_dir_(os.path.join(/path/to/data,'problem_definition'))dataset._load_from_dir_(os.path.join(/path/to/data,'dataset'), verbose = True)

print("problem =", problem)print("dataset =", dataset)

sample = dataset[0]print("sample =", sample)

for fn in sample.get_field_names():    print(f"{fn} =", sample.get_field(fn))for sn in sample.get_scalar_names():    print(f"{sn} =", sample.get_scalar(sn))

print("nodes =", sample.get_nodes())print("elements =", sample.get_elements())
DOI: 10.5281/zenodo.14840190
title: Rotor37: a 3D CFD RANS dataset, under geometrical variations of a compressor blade

description: This dataset contains 3D CFD RANS solutions, under geometrical variations of a compressor blade.

A Description is provided in 2305.12871.pdf (arxiv.org) Sections 4.1 and Appendix A.1.

The file format is PLAID, see the plaid documentation.

The variablity in the samples are 2 input scalars and the geometry (mesh). Outputs of interest are 3 scalars and 3 fields.

Eight nested training sets of sizes 8 to 1000 are provided, with complete input-output data. A testing set of size 200 is provided, for which outputs are not provided.  

 

Tips to access the data:

After decompressing the downloaded file:

from plaid.containers.dataset import Datasetfrom plaid.problem_definition import ProblemDefinition

dataset = Dataset()problem = ProblemDefinition()

problem._load_from_dir_(os.path.join(/path/to/data,'problem_definition'))dataset._load_from_dir_(os.path.join(/path/to/data,'dataset'), verbose = True)

print("problem =", problem)print("dataset =", dataset)

sample = dataset[0]print("sample =", sample)

for fn in sample.get_field_names():    print(f"{fn} =", sample.get_field(fn))for sn in sample.get_scalar_names():    print(f"{sn} =", sample.get_scalar(sn))

print("nodes =", sample.get_nodes())print("elements =", sample.get_elements())
DOI: 10.15468/dl.utbb3a
title: Occurrence Download

description: A dataset containing 300275 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron annuus (L.) Pers."
 ]
}

 The dataset includes 300275 records from 1682 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021584-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3wznt
title: Occurrence Download

description: A dataset containing 1272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, University of Hawaii Insect Museum, Entomology, Oslo (O) UiO, INSDC Sequences, Natural History Museum (London) Collection Specimens, International Barcode of Life project (iBOL))",
 "OccurrenceStatus is Present",
 "TaxonKey is Liriomyza sativae Blanchard, 1938"
 ]
}

 The dataset includes 1272 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019433-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfdv4h
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Salix cheilophila C.K.Schneid.",
 "Year 1975-2025"
 ]
}

 The dataset includes 149 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019434-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.23805.49122
title: Certificate of Participation in the Dialogue "Social thought of A. K. Saran", organised by Swadhyaya Sahachkara (Circle for Creative Co-Learning), Vishwaneedam Center for Asian Blossoming, Puducherry and Chennai in Collaboration with Raffles University, Neemrana, held on 11 July 2021.
DOI: 10.13140/rg.2.2.35130.11200
title: LBC-RBB
DOI: 10.5517/ccszjfp
title: CCDC 744323: Experimental Crystal Structure Determination

description: Related Article: Qi-Hua Zhao, Li-Nan Li, Kun-Miao Wang|2009|Acta Crystallogr.,Sect.E:Struct.Rep.Online|65|o1793|doi:10.1107/S1600536809024891
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.