cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/969-8av-qvh
title: †Xanioprion Szankawski & Wrona, 1973

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.brkc9a
title: Occurrence Download

description: A dataset containing 1180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dalotia coriaria (Kraatz, 1856)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1180 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013245-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13psf3s
title: Lidar and photogrammetry point clouds with supporting imagery and GPS information collected during UAS operations at Great Sippewissett Marsh, Cape Cod, Massachusetts in Fall 2022

description: These lidar point clouds and images cover, in high detail, the terrain at Great Sippewissett Marsh, Cape Cod, MA on November 2nd, 2022. USGS researchers tested different sensors that collected lidar and images for photogrammetry point cloud data using Uncrewed Aerial Systems (UAS) to look at differences in coverage and elevation accuracy. The lidar data were acquired with a YellowScan Mapper lidar scanner, which consists of the Livox Horizon scanner and Applanix 15 inertial measurement unit; and a YellowScan VX20-100 lidar scanner, which consists of the Riegl minivux-1uav scanner and Applanix 20 inertial measurement unit. The YellowScan Mapper Sony UMC-R10C camera and a Ricoh GRII camera were used to take photos for structure from motion processing and to compare point clouds. The lidar data was post-processed to a R8s Trimble base station. Smart AeroPoint ground control points (GCPs) and ground truthing GPS points were used for vertical validation.
DOI: 10.15468/dl.4xb8u8
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Boana stellae (Kwet, 2008)"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013247-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gubcga
title: Occurrence Download

description: A dataset containing 771 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Ctenoplusia oxygramma (Hampson, 1892)"
 ]
}

 The dataset includes 771 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013248-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4eu3x
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Kobus vardonii (Livingstone, 1857)",
 "Year 1981-2010"
 ]
}

 The dataset includes 67 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013249-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p93xxxa0
title: The Absolute and Relative Composition of Holocene Reef Cores From the Florida Keys Reef Tract

description: This data release provides a summary of the absolute percent composition of all recovered material and relative percent composition of coral taxa in the Holocene-aged intervals of 61 coral-reef cores collected throughout the Florida Keys reef tract (FKRT) housed in the USGS Core Archive in St. Petersburg, FL. Estimated ages for distinct depths within each core are also provided; those ages were either measured by radiometric dating of coral samples at those depths or estimated by linear interpolation between measured ages. A complete dataset of all measured ages in the cores is available at https://doi.org/10.5066/F7NV9HJX (Toth and others, 2018). Paleodepths of the same depths in the cores were estimated by extracting the relative sea level (RSL) for each age in the cores from the model of Holocene RSL in south Florida developed by Khan and others (2017). For further information regarding data collection and analysis methods refer to Toth and others, 2019 (in preparation). This research is a part of the U.S. Geological Survey (USGS) Coral Reef Ecosystem Studies Project. Khan, N.S., Ashe, E., Horton, B.P., Dutton, A., Kopp, R.E., Brocard, G., Engelhart, S.E., Hill, D.F., Peltier, W.R., Vane, C.H., and Scatena, F.N., 2017, Drivers of Holocene sea-level change in the Caribbean: Quaternary Science Reviews, v. 155, p. 13-36, https://doi.org/10.1016/j.quascirev.2016.08.032 Toth, L.T., Stathakopoulos, Anastasios, and Kuffner, I.B., 2018, Descriptive core logs, core photographs, radiocarbon ages, and accretion data from Holocene reef cores collected throughout the Florida Keys reef tract: U.S. Geological Survey data release, https://doi.org/10.5066/F7NV9HJX. Toth, L.T., Stathakopoulos, Anastasios, Kuffner, I.B., Ruzicka, R.R., Collela, M.A., and Shinn, E.A., 2019, The unprecedented loss of Florida's reef-building corals and the emergence of a novel coral-reef assemblage: Ecology, v. 100, no. 9, https://doi.org/10.1002/ecy.2781.
DOI: 10.5066/p13izy8r
title: The Relative Composition of Late Pleistocene Coral Reefs in the Florida Keys

description: The U.S. Geological Survey St. Petersburg Coastal and Marine Science Center’s (USGS SPCMSC) Core Archive in St. Petersburg, FL contains a collection of coral-reef cores collected from throughout the Florida Keys reef tract (FKRT; Fig. 1). In a previous study (Toth and Stathakopoulos, 2019), USGS researchers analyzed the upper, Holocene (~11,700 years ago to present) sections of those cores to evaluate how the coral composition of the FKRT changed over millennial timescales. Using the same methods, USGS researchers quantified the relative composition of late Pleistocene (~116 to 74 thousand years before present; Marine Isotope Stages [MIS] 5d, 5c, 5b, and 5a) sections of the coral reef cores dated by Hsia and others (2024). This data release provides metadata about the location of the cores and summarizes the relative composition of coral taxa and other carbonates and the water depths (relative to modern mean sea level) of the analyzed core intervals. The data release also provides a summary of previously unpublished data (collected by David Weinstein) on the relative composition of an older Late Pleistocene reef (growing ~130 to 116 thousand years before present; MIS5e) from the subaerially exposed fossil reef at Windley Key Fossil Reef Geological Park (Fig. 1). These data are compared with Holocene and modern coral-reef assemblages on the FKRT in Toth and others (2025).

Hsia, S., Toth, L.T., Mortlock, R.A., Stathakopoulos, A., and Kerans, C., 2024, U-series ages and elevation data of Late Pleistocene corals from the Florida Keys: U.S. Geological Survey data release, https://doi.org/10.5066/P9EJBYKZ.

Toth, L.T., and Stathakopoulos, A., 2019, The absolute and relative composition of Holocene reef cores from the Florida Keys Reef Tract. U.S.: Geological Survey data release, https://doi.org/10.5066/P93XXXA0.

Toth, L.T., Stathakopoulos, A., Hsia, S., and Weinstein, D., 2025, Shifting baselines of coral-reef species composition from the Late Pleistocene to the present in the Florida Keys: The Depositional Record (Shinn Special Issue), https://doi.org/10.1002/dep2.70009.
DOI: 10.5066/p9ejbykz
title: U-series Ages and Elevation Data of Late Pleistocene Corals From the Florida Keys

description: This data release compiles Uranium-series (U-series) data and descriptive collection information (such as sample/core identifier, location, elevation, etc.) for late Pleistocene coral subsamples from coral-reef cores previously collected throughout the Florida Keys by U.S. Geological Survey (USGS) researchers. The samples were collected under scientific research permits from the Florida Keys National Marine Sanctuary (FKNMS) and U.S. National Park Service (NPS) and all samples are currently recorded in the St. Petersburg Coastal and Marine Science Center’s Geologic Core and Sample Database (Williams and others, 2013) and archived in the center’s Core Laboratory Archive. These data were used in Hsia and others (2024) to estimate Late Pleistocene relative sea level in the region.   

Williams, B.N., Schreppel, H.A., Reich, C.D., Smith, K.E.L., Tiling-Range, G., Stalk, C.A., Douglas, S.H., Dadisman, S.V., Flocks, J.G., Toth, L.T., and Stathakopoulos, A., 2013, St. Petersburg Coastal and Marine Science Center's Geologic Core and Sample Database, ArcGIS Online Web Application, at https://doi.org/10.5066/F7319TR3.

Hsia, S., Toth, L.T., Mortlock, R., and Kerans, C., 2024, Re-evaluating Marine Isotope Stage 5a Paleo-sea-level trends from across the Florida Keys Reef Tract, Florida: Quaternary Science Advances, art. 100222, https://doi.org/10.1016/j.qsa.2024.100222.
DOI: 10.5281/zenodo.14962303
title: Biblioteca espectral de gemas do Nordeste do Brasil (Carrino et al., 2024)
title: Spectral library of gems from Northeastern Brazil (Carrino et al., 2024)

description: Biblioteca espectral de gemas do Nordeste do Brasil (Carrino et al., 2024)

A biblioteca espectral de gemas é referente à aquela usada em Carrino et al. (2024), para caracterização de cristais de berilo, esmeralda, euclásio, vesuvianita violeta, apatita e elbaítas do NE do Brasil, além de imitação de esmeralda.

Os dados aqui cedidos estão em formato de planilha Excel (.xlsx) e ASCII (.txt), considerando dados de refletância e de refletância normalizada (remoção do contínuo). Um relatório em Português e Inglês apresenta os dados espectrais, a descrição de gemas e imitações analisadas, os equipamentos usados para aquisição de dados de refletância, e um exemplo de visualização de dados usando software gratuito.

..............................................................................................................................Spectral library of gems from Northeastern Brazil (Carrino et al., 2024) 

The gems spectral library refers to that used in Carrino et al. (2024) for characterizing beryl, emerald, euclase, violet vesuvianite, apatite, and elbaite crystals from NE Brazil, in addition to emerald imitations.

The spectral data is in Excel (.xlsx) and ASCII (.txt) format, considering reflectance (raw data) and normalized reflectance data (continuum removed). A report in Portuguese and English presents the spectral data, a description of the analyzed gems and imitations, the types of equipment for acquiring reflectance data, and an example of data visualization using free software.
DOI: 10.5281/zenodo.14962304
title: Biblioteca espectral de gemas do Nordeste do Brasil (Carrino et al., 2024)
title: Spectral library of gems from Northeastern Brazil (Carrino et al., 2024)

description: Biblioteca espectral de gemas do Nordeste do Brasil (Carrino et al., 2024)

A biblioteca espectral de gemas é referente à aquela usada em Carrino et al. (2024), para caracterização de cristais de berilo, esmeralda, euclásio, vesuvianita violeta, apatita e elbaítas do NE do Brasil, além de imitação de esmeralda.

Os dados aqui cedidos estão em formato de planilha Excel (.xlsx) e ASCII (.txt), considerando dados de refletância e de refletância normalizada (remoção do contínuo). Um relatório em Português e Inglês apresenta os dados espectrais, a descrição de gemas e imitações analisadas, os equipamentos usados para aquisição de dados de refletância, e um exemplo de visualização de dados usando software gratuito.

..............................................................................................................................Spectral library of gems from Northeastern Brazil (Carrino et al., 2024) 

The gems spectral library refers to that used in Carrino et al. (2024) for characterizing beryl, emerald, euclase, violet vesuvianite, apatite, and elbaite crystals from NE Brazil, in addition to emerald imitations.

The spectral data is in Excel (.xlsx) and ASCII (.txt) format, considering reflectance (raw data) and normalized reflectance data (continuum removed). A report in Portuguese and English presents the spectral data, a description of the analyzed gems and imitations, the types of equipment for acquiring reflectance data, and an example of data visualization using free software.
DOI: 10.15468/dl.thy5ef
title: Occurrence Download

description: A dataset containing 1404 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sternotherus carinatus (Gray, 1856)"
 ]
}

 The dataset includes 1404 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013251-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-c8qsu
title: BJP Inconel 625: Sintered at 1285C for 0.25 hours (Traditional Techniques)

description: Stylus Profilometry, 3D Microscopy, and Scanning White-Light Interferometry measurements were taken on an Inconel 625 sample, created with binder-jet printing, and sintered at 1285 C degrees for 0.25 hours. This sintering temperature is above the solidus line for liquid-state sintering. 

Print parameters: 
Powder preparation: nitrogen gas atomization
Particle distribution: 16 – 63 microns
Mean particle size: 20 – 25 microns
Layer thickness: 100 microns
Nozzle spacing: 64 nozzles in parallel with the print head
Sample Orientation: the build direction is in the positive z direction, the print bed movement is on the x-axis, and the roller direction is on the y-axis. 
The surface measured on this sample is the positive y-face of orientation

Surface Topography data for this surface was collected on a stylus profilometer (Alfastep IQ, KLA-Tencor, Milpitas, CA). A 3D digital microscope (VR-3200 Keyence, Itasca, Illinois) was also used for 3D microscopy (via fringe projection). Scanning white-light interferometry (Contour GT-I, Bruker, Billerica Massachusetts) was also performed.

The data is associated with the following publication:
Brown, C., Nescio, M., Chadha, V., Zheng, C., Abelev, E., Chmielus, M., and Jacobs, T.D.B. The Difficulty of Measuring Surface Topography in Additive Manufacturing: A Comparison Between Measured and True Surface Features of Binder-Jet Printed Samples. ASME Journal of Tribology (2025).
DOI: 10.15468/dl.hjtp82
title: Occurrence Download

description: A dataset containing 15643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Linepithema humile (Mayr, 1868)"
 ]
}

 The dataset includes 15643 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013254-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6483479
title: Porting the WAVEWATCH III Wave Action Source Terms to GPU - WaveWatchIII configuration files

description: This dataset contains the mesh and model configuration information for a WaveWatchIII run using a global ustructured grid.



	
global_refined_59K.msh
	

		
Unstructured mesh file in gmsh format.  An unstructured mesh of 1 degree global resolution and 0.25 degree in regions with depth less than 4km e.g. 1 degree at the equator and 0.25 degree at the coastal regions 
	
	
	
global_refined_228K.msh
	

		
Unstructured mesh file in gmsh format.  An unstructured mesh of 0.5 degree global resolution and 0.125 degree in regions with depth less than 4km.
	
	
	
ww3_grid.inp
	

		
The input file for the ww3_grid pre-processing program. This file contains many of the model configuration settings.
	
	
	
ww3_shel.inp
	

		
Input file for the ww3_shel program.
DOI: 10.5281/zenodo.6483480
title: Porting the WAVEWATCH III Wave Action Source Terms to GPU - WaveWatchIII configuration files

description: This dataset contains the mesh and model configuration information for a WaveWatchIII run using a global ustructured grid.



	
global_refined_59K.msh
	

		
Unstructured mesh file in gmsh format.  An unstructured mesh of 1 degree global resolution and 0.25 degree in regions with depth less than 4km e.g. 1 degree at the equator and 0.25 degree at the coastal regions 
	
	
	
global_refined_228K.msh
	

		
Unstructured mesh file in gmsh format.  An unstructured mesh of 0.5 degree global resolution and 0.125 degree in regions with depth less than 4km.
	
	
	
ww3_grid.inp
	

		
The input file for the ww3_grid pre-processing program. This file contains many of the model configuration settings.
	
	
	
ww3_shel.inp
	

		
Input file for the ww3_shel program.
DOI: 10.60656/32da0c68eafe40cc
title: Custom collection of categorize data from Leipzig between 14 May and 14 Jul 2023
DOI: 10.60656/6d0a87761b3840c5
title: Custom collection of classification data from Leipzig between 14 May and 14 Jul 2023
DOI: 10.60656/900cd0acc96c4dbd
title: Custom collection of lidar data from Leipzig between 14 May and 14 Jul 2023
DOI: 10.15468/dl.k5mmkf
title: Occurrence Download

description: A dataset containing 2121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyphomyrmex minutus Mayr, 1862",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2121 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013255-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktvtzq
title: Occurrence Download

description: A dataset containing 107900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-136.19245 6.46271,-89.72545 -8.02715,-21.41053 59.98367,-141.56639 73.69952,-136.19245 6.46271))",
 "HasGeospatialIssue is false",
 "TaxonKey is Catocala Schrank, 1802"
 ]
}

 The dataset includes 107900 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013240-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-wyzaj
title: BJP Inconel 625: Sintered at 1285C for 0.5 hours (Traditional Techniques)

description: Stylus Profilometry, 3D Microscopy, and Scanning White-Light Interferometry measurements were taken on an Inconel 625 sample, created with binder-jet printing, and sintered at 1285 C degrees for 0.5 hours. This sintering temperature is above the solidus line for liquid-state sintering. 

Print parameters: 
Powder preparation: nitrogen gas atomization
Particle distribution: 16 – 63 microns
Mean particle size: 20 – 25 microns
Layer thickness: 100 microns
Nozzle spacing: 64 nozzles in parallel with the print head
Sample Orientation: the build direction is in the positive z direction, the print bed movement is on the x-axis, and the roller direction is on the y-axis. 
The surface measured on this sample is the positive y-face of orientation

Surface Topography data for this surface was collected on a stylus profilometer (Alfastep IQ, KLA-Tencor, Milpitas, CA). A 3D digital microscope (VR-3200 Keyence, Itasca, Illinois) was also used for 3D microscopy (via fringe projection). Scanning white-light interferometry (Contour GT-I, Bruker, Billerica Massachusetts) was also performed.

The data is associated with the following publication:
Brown, C., Nescio, M., Chadha, V., Zheng, C., Abelev, E., Chmielus, M., and Jacobs, T.D.B. The Difficulty of Measuring Surface Topography in Additive Manufacturing: A Comparison Between Measured and True Surface Features of Binder-Jet Printed Samples. ASME Journal of Tribology (2025).
DOI: 10.3886/e223242v1
title: Are Transitioning Veterans Using the VA Benefits and Services? | Department of Veterans Affairs Open Data Portal

description: This project includes a pdf capture of a webpage and the underlying data for the visualizations.<br>In a continued effort to promote awareness of characteristics of the Veteran population being served by the Department of Veterans Affairs (VA), and the benefits and services provided, the National Center for Veterans Analysis and Statistics (NCVAS) conducted a study on the two-year take-up rate of Veterans who have used at least one of the 22 benefits and services provided by VA between fiscal years 2005 to 2020. The take-up rate measures the percentage of Veterans who were eligible for a VA program and who were able to access their benefits within two years of transitioning out of military service [1]. This is a measurement of those who were eligible to apply for benefits [2]. This study does not measure whether the Veteran qualified for a specific program, since qualification differs for each benefit or service.
DOI: 10.3886/e223242
title: Are Transitioning Veterans Using the VA Benefits and Services? | Department of Veterans Affairs Open Data Portal

description: This project includes a pdf capture of a webpage and the underlying data for the visualizations.<br>In a continued effort to promote awareness of characteristics of the Veteran population being served by the Department of Veterans Affairs (VA), and the benefits and services provided, the National Center for Veterans Analysis and Statistics (NCVAS) conducted a study on the two-year take-up rate of Veterans who have used at least one of the 22 benefits and services provided by VA between fiscal years 2005 to 2020. The take-up rate measures the percentage of Veterans who were eligible for a VA program and who were able to access their benefits within two years of transitioning out of military service [1]. This is a measurement of those who were eligible to apply for benefits [2]. This study does not measure whether the Veteran qualified for a specific program, since qualification differs for each benefit or service.
description: United States Military Veterans.
DOI: 10.3886/e223242v2
title: Are Transitioning Veterans Using the VA Benefits and Services? | Department of Veterans Affairs Open Data Portal

description: This project includes a pdf capture of a webpage and the underlying data for the visualizations.<br>In a continued effort to promote awareness of characteristics of the Veteran population being served by the Department of Veterans Affairs (VA), and the benefits and services provided, the National Center for Veterans Analysis and Statistics (NCVAS) conducted a study on the two-year take-up rate of Veterans who have used at least one of the 22 benefits and services provided by VA between fiscal years 2005 to 2020. The take-up rate measures the percentage of Veterans who were eligible for a VA program and who were able to access their benefits within two years of transitioning out of military service [1]. This is a measurement of those who were eligible to apply for benefits [2]. This study does not measure whether the Veteran qualified for a specific program, since qualification differs for each benefit or service.
description: United States Military Veterans.
DOI: 10.15468/dl.w54je6
title: Occurrence Download

description: A dataset containing 365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lama glama guanicoe (Müller, 1776)",
 "Year 1981-2010"
 ]
}

 The dataset includes 365 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013257-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.