cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8ed4vd
title: Occurrence Download

description: A dataset containing 1797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.29097 7.51233,-74.69194 7.51233,-74.69194 8.12151,-75.29097 8.12151,-75.29097 7.51233))",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Squamata, Testudines, Crocodylia)"
 ]
}

 The dataset includes 1797 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005282-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7ds3w
title: Occurrence Download

description: A dataset containing 590602 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is eButterfly Surveys"
 ]
}

 The dataset includes 590602 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005257-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm8a58
title: Occurrence Download

description: A dataset containing 8208 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Baixo Sabor: Fishes – Ecological Monitoring and Complementary Measures Programs [2015-2020]"
 ]
}

 The dataset includes 8208 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005281-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx9ry2
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratina saundersi Daly, 1983"
 ]
}

 The dataset includes 116 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005283-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14732249
title: Goal-directed vocal planning in a songbird - raw data

description: Raw data associated with publication (please cite):

Goal-directed vocal planning in a songbirdAnja T. Zai, Anna E. Stepien Nicolas Giret, Richard H.R. HahnloserDOI: https://doi.org/10.7554/eLife.90445
DOI: 10.15468/dl.sbjh6w
title: Occurrence Download

description: A dataset containing 1225219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "GbifRegion is Europe and Central Asia",
 "OccurrenceStatus is Present",
 "StateProvince is Scotland",
 "TaxonKey is Lepidoptera",
 "Year 2014-2024"
 ]
}

 The dataset includes 1225219 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005275-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfgy9k
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Amphisbetia distans (Lamouroux, 1816)"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005284-250127130748423/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.27918388
title: Monotone Cubic B-Splines with a Neural-Network Generator

description: We present a method for fitting monotone curves using cubic B-splines with a monotonicity constraint on the coefficients. We explore different ways of enforcing this constraint and analyze their theoretical and empirical properties. We propose two algorithms for solving the spline fitting problem: one that uses standard optimization techniques and one that trains a Multi-Layer Perceptrons (MLP) generator to approximate the solutions under various settings and perturbations. The generator approach can speed up the fitting process when we need to solve the problem repeatedly, such as when constructing confidence bands using bootstrap. We evaluate our method against several existing methods, some of which do not use the monotonicity constraint, on some monotone curves with varying noise levels. We demonstrate that our method outperforms the other methods, especially in high-noise scenarios. We also apply our method to analyze the polarization-hole phenomenon during star formation in astrophysics. The source code is accessible at https://github.com/szcf-weiya/MonotoneSplines.jl. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.27918388.v1
title: Monotone Cubic B-Splines with a Neural-Network Generator

description: We present a method for fitting monotone curves using cubic B-splines with a monotonicity constraint on the coefficients. We explore different ways of enforcing this constraint and analyze their theoretical and empirical properties. We propose two algorithms for solving the spline fitting problem: one that uses standard optimization techniques and one that trains a Multi-Layer Perceptrons (MLP) generator to approximate the solutions under various settings and perturbations. The generator approach can speed up the fitting process when we need to solve the problem repeatedly, such as when constructing confidence bands using bootstrap. We evaluate our method against several existing methods, some of which do not use the monotonicity constraint, on some monotone curves with varying noise levels. We demonstrate that our method outperforms the other methods, especially in high-noise scenarios. We also apply our method to analyze the polarization-hole phenomenon during star formation in astrophysics. The source code is accessible at https://github.com/szcf-weiya/MonotoneSplines.jl. Supplementary materials for this article are available online.
DOI: 10.15468/dl.txtgmu
title: Occurrence Download

description: A dataset containing 438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-113.1966 -59.85268,-65.72667 -59.85268,-65.72667 -18.35012,-85.22673 -18.35012,-113.1966 -18.35012,-113.1966 -59.85268))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eubalaena australis (Desmoulins, 1822)"
 ]
}

 The dataset includes 438 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005286-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndmezv
title: Occurrence Download

description: A dataset containing 2531 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 Balaeniceps rex Gould, 1850"
 ]
}

 The dataset includes 2531 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005287-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57780/hwp-faf03b2
title: HIGHWAY Proba-V S5 100M TOC NDVI
DOI: 10.15468/dl.3drf3m
title: Occurrence Download

description: A dataset containing 34399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pyrgus armoricanus (Oberthür, 1910), Pyrgus serratulae (Rambur, 1839), Pyrgus fritillarius (Poda, 1761))",
 "OccurrenceStatus is one of (Present)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 34399 records from 555 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005288-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14772823
title: Sea surface currents from MITgcm 2023 GoT run, October-November period

description: Sea current velocities (U: zonal, V: meridional) extracted from the first layer (0.5 m thick) of the MITgcm simulation for the Gulf of Trieste (GoT) for 2023; hourly averages, subset from October to November. The simulation setup is modified from the provisional ocenographic operational model for the GoT found at https://medeaf.ogs.it/got.
DOI: 10.18150/pnix61
title: Ligandy kinazy Aurora A - dokowanie

description: Prepared structures of protein from PDB.Set of ligands and results from docking (Glide)
DOI: 10.15468/dl.gjxh38
title: Occurrence Download

description: A dataset containing 27618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is Canada",
 "Geometry POLYGON((-73.95502 45.70391,-73.95502 45.37882,-73.49812 45.37882,-73.49812 45.70391,-73.95502 45.70391))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is June",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2018-2018"
 ]
}

 The dataset includes 27618 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005291-250127130748423/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.28311899
title: PASI Score Gardenia Akhyar

description: Data PASI Score Gardenia Akhyar
DOI: 10.5281/zenodo.14773345
title: Supplementary Files for Metabolites Submission
DOI: 10.5281/zenodo.14773346
title: Supplementary Files for Metabolites Submission
DOI: 10.34740/kaggle/ds/6558500
title: CerraData-4MM
DOI: 10.5281/zenodo.14773339
title: Upcoming Movies 2025 Dataset

description: The "Upcoming Movies 2025" dataset contains a collection of movies scheduled for release in 2025. The data was gathered using The Movie Database (TMDb) API and includes details such as titles, release dates, genres, languages, popularity, and production companies. This dataset is useful for movie recommendation systems, trend analysis, and predictive modeling in the film industry.
DOI: 10.5281/zenodo.14773340
title: Upcoming Movies 2025 Dataset

description: The "Upcoming Movies 2025" dataset contains a collection of movies scheduled for release in 2025. The data was gathered using The Movie Database (TMDb) API and includes details such as titles, release dates, genres, languages, popularity, and production companies. This dataset is useful for movie recommendation systems, trend analysis, and predictive modeling in the film industry.
DOI: 10.34740/kaggle/dsv/10618775
title: Alzheimer’s Prediction Dataset (Global)
DOI: 10.48510/fk2/oycavv
title: Perceptions of Climate Change, Climate Policy and Communication in Latvia (2021)

description: The dataset contains survey data characterizing the opinions of Latvian residents on various aspects of climate change and its relevance in society. The survey was conducted between May 15, 2021, and May 26, 2021. Within the study, sources of information on climate change were identified, and trust in these sources was assessed. The target group of the study consists of permanent residents of Latvia aged 18 to 75 (n=1009 respondents were reached, with a distribution representative of the general population). A stratified random sampling method was used for respondent selection, with administrative-territorial division as the stratification criterion. The survey was conducted through face-to-face interviews at respondents' residences. The data were weighted based on region, gender, ethnicity, and age. The study was carried out within the RSU project “The Narrative of Climate Change in Latvia: Searching for ‘Golden Opportunities’ for Civil Society, Economy, and Foreign Policy” (22080103).
description: MS Excel, 2412
DOI: 10.34740/kaggle/dsv/10598278
title: Upcoming Movies 2025 Dataset
DOI: 10.48510/fk2/lmo0ki
title: Perceptions of Climate Change, Climate Policy and Communication in Latvia (2023)

description: The study data file contains information from a survey of Latvian residents conducted between July 7, 2023, and July 25, 2023. This study aims to assess Latvian residents' opinions on climate change, its mitigation possibilities, adaptation strategies, and climate narratives developed in Latvia. The target group consists of permanent residents of Latvia aged 18 to 74. Using a random stratified multistage sampling method, the study reached n=1000 respondents, ensuring a representative sample of the general population in terms of gender, age, and place of residence. Data was collected through face-to-face interviews at respondents' residences in either Latvian or Russian. The survey was conducted within the framework of the project "From Indifference to Change in Climate Policy: Improving the Interaction Between Political Narrative and Public Perception in Latvia" (LZP-2020/1-0047).
description: MS Excel, 2412
DOI: 10.15468/dl.pfr2pf
title: Occurrence Download

description: A dataset containing 507964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.2222 42.7539,2.06304 42.75004,2.00426 42.62563,1.99397 42.54283,2.1137 42.45001,2.27115 42.49463,2.32778 42.50449,2.3376 42.54111,2.34404 42.67368,2.3346 42.75647,2.2222 42.7539))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 507964 records from 751 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005292-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb2qej
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macaca leucogenys Li, Zhao & Fan, 2015, Macaca arctoides (I.Geoffroy Saint-Hilaire, 1831), Hylobates lar (Linnaeus, 1771), Rhinopithecus roxellana (A.Milne-Edwards, 1870), Nomascus concolor (Harlan, 1826), Trachypithecus crepusculus (Elliot, 1909), Nycticebus bengalensis (Lacépède, 1800), Macaca assamensis (McClelland, 1840), Hoolock tianxing Peng-Fei Fan, Kai He, Xing Chen et al., 2017, Macaca mulatta (Zimmermann, 1780), Hoolock hoolock (Harlan, 1834), Macaca cyclopis (Swinhoe, 1863), Nomascus leucogenys (Ogilby, 1840), Nomascus hainanus (Thomas, 1892), Trachypithecus francoisi (de Pousargues, 1898), Nycticebus pygmaeus Bonhote, 1907, Semnopithecus schistaceus Hodgson, 1840, Trachypithecus shortridgei (Wroughton, 1915), Macaca leonina (Blyth, 1863), Rhinopithecus bieti A.Milne-Edwards, 1897, Macaca munzala Sinha, Datta, Madhusudan & Mishra, 2005, Trachypithecus leucocephalus Tan, 1957, Rhinopithecus brelichi Thomas, 1903, Trachypithecus pileatus (Blyth, 1843), Trachypithecus phayrei (Blyth, 1847), Nomascus nasutus (Kunkel d'Herculais, 1884), Macaca thibetana (A.Milne-Edwards, 1870))",
 "Country is China",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 472 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019425-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szukt8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polymetme corythaeola (Alcock, 1898)",
 "Country is Colombia"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009154-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdhkg3
title: Occurrence Download

description: A dataset containing 21 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 Eleutherodactylus albipes Barbour & Shreve, 1937"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040043-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g82h3t
title: Occurrence Download

description: A dataset containing 11905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tyrannus vociferans Swainson, 1826",
 "Country is Mexico"
 ]
}

 The dataset includes 11905 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009154-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnm365
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium paathii J.J.Sm."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019417-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3f5zh
title: Occurrence Download

description: A dataset containing 23412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Deltote bankiana (Fabricius, 1775)",
 "Year 2003-2023"
 ]
}

 The dataset includes 23412 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014233-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hf5u6d
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactylis smithii Link"
 ]
}

 The dataset includes 306 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019430-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvcrh7
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pyrus pashia Buch.-Ham. ex D.Don",
 "Country is Nepal",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009154-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzhuwr
title: Occurrence Download

description: A dataset containing 1613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "OccurrenceStatus is Present",
 "TaxonKey is Gyps bengalensis (Gmelin, 1788)"
 ]
}

 The dataset includes 1613 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014232-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aumuu2
title: Occurrence Download

description: A dataset containing 1791 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium hispanicum Costa"
 ]
}

 The dataset includes 1791 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019441-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7wkcq
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diadema antillarum Philippi, 1845",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 176 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009154-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3f8rre
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Occurrence evidence)",
 "Geometry POLYGON((38.74698 19.8592,41.36453 19.8592,41.36453 22.96679,38.74698 22.96679,38.74698 19.8592))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 265 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014247-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t926wn
title: Occurrence Download

description: A dataset containing 15108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamarix africana Poir."
 ]
}

 The dataset includes 15108 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019446-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhkbhu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Aubria occidentalis Perret, 1995",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009154-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72ppdf
title: Occurrence Download

description: A dataset containing 7853 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turdus ruficollis Pallas, 1776"
 ]
}

 The dataset includes 7853 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023692-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qugv83
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hormathia digitata (O.F.Müller, 1776)"
 ]
}

 The dataset includes 262 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009155-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs9fzc
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium hohenackeri Boiss."
 ]
}

 The dataset includes 94 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019445-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.