cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.n8ewku
title: Occurrence Download

description: A dataset containing 5440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-128.54004 41.17535,-119.44336 41.17535,-119.44336 46.10066,-128.54004 46.10066,-128.54004 41.17535))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Coordinate invalid",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Coordinate reprojection failed",
 "Issue is Coordinate reprojection suspicious",
 "Issue is Coordinate accuracy invalid",
 "Issue is Coordinate precision/uncertainty mismatch",
 "Issue is Country coordinate mismatch",
 "Issue is Country mismatch",
 "Issue is Country invalid",
 "Issue is Country derived from coordinates",
 "Issue is Continent country mismatch",
 "Issue is Continent invalid",
 "Issue is Continent derived from coordinates",
 "Issue is Presumed swapped coordinate",
 "Issue is Presumed negated longitude",
 "Issue is Presumed negated latitude",
 "Issue is Recorded date mismatch",
 "Issue is Taxon match none",
 "Issue is Depth not metric",
 "Issue is Depth unlikely",
 "Issue is Depth min max swapped",
 "Issue is Depth non numeric",
 "Issue is Elevation unlikely",
 "Issue is Elevation min max swapped",
 "Issue is Elevation not metric",
 "Issue is Elevation non numeric",
 "Issue is Modified date invalid",
 "Issue is Modified date unlikely",
 "Issue is Identified date unlikely",
 "Issue is Identified date invalid",
 "Issue is Basis of record invalid",
 "Issue is Type status invalid",
 "Issue is Multimedia date invalid",
 "Issue is Multimedia URI invalid",
 "Issue is References URI invalid",
 "Issue is Error during interpretation",
 "Issue is Individual count invalid",
 "Issue is Individual count conflicts with occurrence status",
 "Issue is Occurrence status unparsable",
 "Issue is Occurrence status inferred from individual count",
 "Issue is ccurrence status inferred from basis of record",
 "Issue is Georeferenced date unlikely",
 "Issue is Georeferenced date invalid",
 "Issue is Ambiguous institution",
 "Issue is Ambiguous collection",
 "Issue is Institution match none",
 "Issue is Collection match none",
 "Issue is Institution match fuzzy",
 "Issue is Collection match fuzzy",
 "Issue is Institution collection mismatch",
 "Issue is Possibly on loan",
 "Issue is Different owner institution"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Carnivora"
 ]
}

 The dataset includes 5440 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272114-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kasmnc
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aipysurus eydouxii",
 "Year 1999-2021"
 ]
}

 The dataset includes 186 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064271-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22vv6j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((99.08032 -24.27817,137.91968 -24.27817,137.91968 -8.72183,99.08032 -8.72183,99.08032 -24.27817))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aipysurus apraefrontalis",
 "Year 1999-2017"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064273-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18028723
title: Dataset for "Systematic Construction of Time-Dependent Hamiltonians for Microwave-Driven Josephson Circuits"

description: Dataset for figures in the manuscript titled "Systematic Construction of Time-Dependent Hamiltonians for Microwave-Driven Josephson Circuits"
DOI: 10.5281/zenodo.18028722
title: Dataset for "Systematic Construction of Time-Dependent Hamiltonians for Microwave-Driven Josephson Circuits"

description: Dataset for figures in the manuscript titled "Systematic Construction of Time-Dependent Hamiltonians for Microwave-Driven Josephson Circuits"
DOI: 10.15468/dl.afeay4
title: Occurrence Download

description: A dataset containing 5895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-77.19882 42.07767,-79.64107 42.00512,-86.87013 41.05443,-89.80084 32.62697,-79.348 31.30097,-73.19352 39.41386,-77.19882 42.07767))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (May, June, July, August, April)",
 "OccurrenceStatus is Present",
 "TaxonKey is Vermivora chrysoptera",
 "Year 2021-2025"
 ]
}

 The dataset includes 5895 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064272-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/zoovlk
title: Replication Data for: Intergenerational Mobility of Immigrants by Refugee Status: An Analysis of Linked Landing Files and Tax Records

description: This is the replication package for "Intergenerational Mobility of Immigrants by Refugee Status: An Analysis of Linked Landing Files and Tax Records," accepted in 2025 by the Journal of Political Economy Microeconomics.
DOI: 10.15468/jqg4g8
title: Australian Platypus Conservancy

description: The platypus is one of the world’s most remarkable animals. The Australian Platypus Conservancy is working hard to unlock some of the key scientific mysteries which still surround the species. In particular, the Conservancy is conducting a wide range of research projects, conservation programs and environmental education initiatives.
DOI: 10.5683/sp3/omrvnx
title: Dataset for "Hypoxic-Core (HyCo) Spheroids On-chip Recapitulate Hallmarks of Clinical Hypoxia for Translational Oncology"

description: Raw data used to generate graphs of figure 2 to 7 of the paper called "&lt;i&gt;Clinically-Relevant On-Chip 3D Hypoxic-Core (HyCo) Model Reveals Impacts on Therapy Resistance and Enables Targeted Drug Validation in Soft-Tissue Sarcoma &lt;/i&gt;" submitted in &lt;i&gt;BMC Molecular Cancer&lt;/i&gt;.
DOI: 10.15468/dl.6prvdr
title: Occurrence Download

description: A dataset containing 2969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "TaxonKey is Serinus serinus",
 "Year 2021-2025"
 ]
}

 The dataset includes 2969 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064275-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b52jvf
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((111.78404 -26.89949,161.21596 -26.89949,161.21596 -7.10051,111.78404 -7.10051,111.78404 -26.89949))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aipysurus fuscus",
 "Year 1998-2007"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064276-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unemxs
title: Occurrence Download

description: A dataset containing 1134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aipysurus laevis",
 "Year 1999-2025"
 ]
}

 The dataset includes 1134 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064277-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qeqbqt
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((75.53723 -34.21320,181.46277 -34.21320,181.46277 8.21320,75.53723 8.21320,75.53723 -34.21320))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aipysurus mosaicus",
 "Year 1999-2025"
 ]
}

 The dataset includes 64 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064278-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t8a4j
title: Occurrence Download

description: A dataset containing 200595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphiuridae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 200595 records from 652 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064266-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18028256
title: Code and Example Data Supporting Deep Learning-Based Dielectric Permittivity Inversion of RIMFAX GPR Data

description: The “Data” folder contains two example data files, Ep_sample and RIMFAX_Shallow_sample, each consisting of the first 1,000 rows extracted from the training dataset and provided for demonstration and reproducibility purposes only. These files represent a small subset of the full dataset used in the study.

RIMFAX_Shallow_sample stores one-dimensional corrected FDTD-simulated ground-penetrating radar (GPR) signals with added random Gaussian noise, which serve as the network inputs. The corresponding target outputs are provided in Ep_sample, which contains the associated one-dimensional dielectric permittivity profiles.

The “Code” folder contains four files. GPRNet implements the detailed architecture of the proposed deep learning model. Script 1 (“Split data set into training, testing and validation”) partitions the data into training, validation, and test sets. Script 2 (“Train GPR data and velocity_PyTorch_Shallow”) is used to train the model, and Script 3 (“Show the training process_Shallow”) records and visualizes the training process.

The code has been developed and tested using Python 3.10.16 (Anaconda distribution) and PyTorch 2.8.0.dev20250408+cu128 on an NVIDIA GeForce RTX 5080 GPU. The provided example data allow users to execute the scripts and reproduce the workflow without access to the full dataset. When running the code on other systems, users only need to modify the file paths to match their local directory structure.
DOI: 10.5281/zenodo.18028257
title: Code and Example Data Supporting Deep Learning-Based Dielectric Permittivity Inversion of RIMFAX GPR Data

description: The “Data” folder contains two example data files, Ep_sample and RIMFAX_Shallow_sample, each consisting of the first 1,000 rows extracted from the training dataset and provided for demonstration and reproducibility purposes only. These files represent a small subset of the full dataset used in the study.

RIMFAX_Shallow_sample stores one-dimensional corrected FDTD-simulated ground-penetrating radar (GPR) signals with added random Gaussian noise, which serve as the network inputs. The corresponding target outputs are provided in Ep_sample, which contains the associated one-dimensional dielectric permittivity profiles.

The “Code” folder contains four files. GPRNet implements the detailed architecture of the proposed deep learning model. Script 1 (“Split data set into training, testing and validation”) partitions the data into training, validation, and test sets. Script 2 (“Train GPR data and velocity_PyTorch_Shallow”) is used to train the model, and Script 3 (“Show the training process_Shallow”) records and visualizes the training process.

The code has been developed and tested using Python 3.10.16 (Anaconda distribution) and PyTorch 2.8.0.dev20250408+cu128 on an NVIDIA GeForce RTX 5080 GPU. The provided example data allow users to execute the scripts and reproduce the workflow without access to the full dataset. When running the code on other systems, users only need to modify the file paths to match their local directory structure.
DOI: 10.15468/dl.2hcpyt
title: Occurrence Download

description: A dataset containing 5831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "OccurrenceStatus is Present",
 "TaxonKey is Delichon urbicum",
 "Year 2021-2025"
 ]
}

 The dataset includes 5831 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064279-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y86uhe
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((100.37660 -33.65685,128.62340 -33.65685,128.62340 -22.34315,100.37660 -22.34315,100.37660 -33.65685))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aipysurus pooleorum",
 "Year 1999-2024"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064280-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m2ybm
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.28509 -23.69218,130.71491 -23.69218,130.71491 -14.30782,107.28509 -14.30782,107.28509 -23.69218))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aipysurus tenuis",
 "Year 1999-2025"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064281-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx582e
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is First record of Bibrax Fletcher, 1927 (Coleoptera, Staphylinidae, Pselaphinae) from Ecuador, with descriptions of twelve new species"
 ]
}

 The dataset includes 35 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064283-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hzp96
title: Occurrence Download

description: A dataset containing 4504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "OccurrenceStatus is Present",
 "TaxonKey is Anas crecca",
 "Year 2021-2025"
 ]
}

 The dataset includes 4504 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064284-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14273412
title: Geopolitical_Tensions_Gold
DOI: 10.25390/caryinstitute.11560068.v7
title: Cary Environmental Monitoring Program Hourly Meteorological and Solar Radiation Data: 1988-2024

description: The Cary Institute of Ecosystem Studies Environmental Monitoring Program is a long-term data collection program designed to understand how the environment changes over time. The program includes monitoring of climate including temperature and precipitation, as well as variables related to air pollution, such as acid deposition and ozone, and water pollution and other streamwater chemistry. Our solar radiation monitoring includes diffuse and global photosynthetically active radiation (PAR), diffuse and global shortwave radiation, net radiation and UV. Long-term monitoring of solar radiation provides us with an understanding of atmospheric energy dynamics, which can affect natural and human systems. The Cary Institute of Ecosystem Studies, Environmental Monitoring Program furnishes data under the following conditions: The data have received quality assurance scrutiny by our program, and, although we are confident of the accuracy of these data, the Cary Institute will not be held liable for errors in these data. Data are subject to change resulting from updates in data screening or models used. Data citation: The following is a standard citation for referencing data from the Cary Institute of Ecosystem Studies, Environmental Monitoring Program:Cary Institute of Ecosystem Studies, Environmental Monitoring Program. 2021 (or current year). Cary Institute of Ecosystem Studies, Box AB, Millbrook, NY 12545, www.caryinstitute.org.Those wishing to publish data from the Cary Institute of Ecosystem Studies, Environmental Monitoring Program are encouraged to contact Data Manager Vicky Kelly, kellyv@caryinstitute.org.
DOI: 10.15468/dl.u87zbj
title: Occurrence Download

description: A dataset containing 22171 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PlantTracker data from 2012 onwards"
 ]
}

 The dataset includes 22171 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064285-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvzkzp
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bogidiellidae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 128 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064286-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16738802
title: Replication data for: Multiple  sources of constructional contamination in different language varieties: further pieces to the contamination puzzle

description: Replication data for:"Multiple  sources of constructional contamination in different language varieties: further pieces to the contamination puzzle",accepted for publication in Constructions.
DOI: 10.5281/zenodo.16738801
title: Replication data for: Multiple  sources of constructional contamination in different language varieties: further pieces to the contamination puzzle

description: Replication data for:"Multiple  sources of constructional contamination in different language varieties: further pieces to the contamination puzzle",accepted for publication in Constructions.
DOI: 10.15468/dl.qewa8s
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa mucuyensis"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064288-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25390/caryinstitute.11553219.v6
title: Cary Environmental Monitoring Program Daily Meteorological and Solar Radiation Data: 1988-2024

description: The Cary Institute of Ecosystem Studies Environmental Monitoring Program is a long-term data collection program designed to understand how the environment changes over time. The program includes monitoring of climate including temperature and precipitation, as well as variables related to air pollution, such as acid deposition and ozone, and water pollution and other streamwater chemistry. Our solar radiation monitoring includes diffuse and global photosynthetically active radiation (PAR), diffuse and global shortwave radiation, net radiation and UV. Long-term monitoring of solar radiation provides us with an understanding of atmospheric energy dynamics, which can affect natural and human systems. The Cary Institute of Ecosystem Studies, Environmental Monitoring Program furnishes data under the following conditions: The data have received quality assurance scrutiny by our program, and, although we are confident of the accuracy of these data, Cary Institute will not be held liable for errors in these data. Data are subject to change resulting from updates in data screening or models used. Data citation: The following is a standard citation for referencing data from the Cary Institute of Ecosystem Studies, Environmental Monitoring Program:Cary Institute of Ecosystem Studies, Environmental Monitoring Program. 2021 (or current year). Cary Institute of Ecosystem Studies, Box AB, Millbrook, NY 12545, www.caryinstitute.org.Those wishing to publish data from Cary Institute of Ecosystem Studies, Environmental Monitoring Program are encouraged to contact data manager Vicky Kelly, kellyv@caryinstitute.org.
DOI: 10.5281/zenodo.18027559
title: Biodiversity from the International Space Station: multiple lenses advance species richness monitoring

description: Supporting data and code for "Biodiversity from the International Space Station: multiple lenses advance species richness monitoring".
DOI: 10.5281/zenodo.15493695
title: Biodiversity from the International Space Station: multiple lenses advance species richness monitoring

description: Supporting data and code for "Biodiversity from the International Space Station: multiple lenses advance species richness monitoring".
DOI: 10.6084/m9.figshare.30260326
title: pyTMD Developers Test Data

description: DescriptionModel outputs required to run the test suite of the <code>pyTMD</code> tide prediction software.Disclaimer<i>All models are owned and maintained by their developers.</i> <code>pyTMD</code> is <i>only</i> licensed to use these models for scientific use and is not responsible for their upkeep. Please cite the original reference for each model if using them outside of <code>pyTMD</code> testing. These models should not be used for coastal navigation or <i>any application that may risk life or property</i>.Models<b>AOTIM-5-2018</b>: Arctic tide model from ESR<b>CATS2008</b>: Antarctic tide model from ESR<b>FES2014*</b>: Finite Element Solution from AVISO<b>GOT4.7</b>: Goddard Ocean Tide v4.7 from GSFC<b>GOT5.5</b>: Goddard Ocean Tide v5.5 from GSFC<b>RE14</b>: Long-Period Ocean Tides from GSFC<b>TPXO9-atlas-v2-nc</b><b>*</b>: TPXO atlas model from Oregon State University<b>*</b><sup><strong> </strong></sup>denotes dataset has been subset to a regional domainDatasets<b>Antarctic Tide Gauge (AntTG) database</b>: provided by USAP-DC<b>Arctic Tidal Current Atlas</b>: provided by NSF Arctic Data Center<b>de440s</b>: JPL ephemerides kernelRelease NotesUpdated 2025-12-22: subset FES2014 and TPXO9-atlas-v2 files to regional domainsUpdated 2025-12-03: added GOT5.5 and RE14 model filesUpdated 2025-10-02: added de440s spice kernelUpdated 2025-10-01: fixed 3 malformed TPXO9-atlas-v2 filesPublished 2025-10-01<br>