cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yxa5nt
title: Occurrence Download

description: A dataset containing 27516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "GadmGid is USA.49_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 27516 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000694-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5aeeje
title: Occurrence Download

description: A dataset containing 3749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Callophrys polios (Cook & Watson, 1907)"
 ]
}

 The dataset includes 3749 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000695-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14860559
title: Dried Drop Stains Analysis Files and Data / Batista et al, Digital Discovery, 2025

description: This repository is in reference to detailed analyses in an article soon to be published in the RSC journal Digital Discovery: B. C. Batista et al. "High-throughput robotic collection, imaging, and machine learning analysis of salt patterns: ...", 2025. The provided information includes MATLAB scripts and csv files used for the analysis. Additional files include obj's for 3D printing (zipped) and ino's for RODI operation.
DOI: 10.5281/zenodo.14860560
title: Dried Drop Stains Analysis Files and Data / Batista et al, Digital Discovery, 2025

description: This repository is in reference to detailed analyses in an article soon to be published in the RSC journal Digital Discovery: B. C. Batista et al. "High-throughput robotic collection, imaging, and machine learning analysis of salt patterns: ...", 2025. The provided information includes MATLAB scripts and csv files used for the analysis. Additional files include obj's for 3D printing (zipped) and ino's for RODI operation.
DOI: 10.15468/dl.a83rhr
title: Occurrence Download

description: A dataset containing 1389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon shenandoah Highton & Worthington, 1967)"
 ]
}

 The dataset includes 1389 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000696-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.833sxw
title: Occurrence Download

description: A dataset containing 30803 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glaucopsyche lygdamus (Doubleday, 1842)"
 ]
}

 The dataset includes 30803 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000697-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhmp62
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Corythalia spiralis (F.O.Pickard-Cambridge, 1901)"
 ]
}

 The dataset includes 58 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000699-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.np7qr9
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon sherando Highton, 2004)"
 ]
}

 The dataset includes 234 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000698-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57912/23846796.v1
title: ITERATE common file (y) 2014

description: Description to be added
DOI: 10.57912/23846796
title: ITERATE common file (y) 2014

description: Description to be added
DOI: 10.57912/23846799
title: ITERATE common file (y) 2015

description: Description to be added
DOI: 10.57912/23846799.v1
title: ITERATE common file (y) 2015

description: Description to be added
DOI: 10.57912/23846802.v1
title: ITERATE common file (y) 2016

description: Description to be added
DOI: 10.57912/23846802
title: ITERATE common file (y) 2016

description: Description to be added
DOI: 10.57912/23846805
title: ITERATE common file (y) 2013

description: Description to be added
DOI: 10.57912/23846805.v1
title: ITERATE common file (y) 2013

description: Description to be added
DOI: 10.57912/23846808.v1
title: ITERATE common file (y) 2012

description: Description to be added
DOI: 10.57912/23846808
title: ITERATE common file (y) 2012

description: Description to be added
DOI: 10.57912/23846811
title: ITERATE common file (y) 2011

description: Description to be added
DOI: 10.57912/23846811.v1
title: ITERATE common file (y) 2011

description: Description to be added
DOI: 10.57912/23846814.v1
title: ITERATE common file (y) 2010

description: Description to be added
DOI: 10.57912/23846814
title: ITERATE common file (y) 2010

description: Description to be added
DOI: 10.57912/23846817
title: ITERATE common file (y) 2009

description: Description to be added
DOI: 10.57912/23846817.v1
title: ITERATE common file (y) 2009

description: Description to be added
DOI: 10.57912/23846820.v1
title: ITERATE common file (y) 2008

description: Description to be added
DOI: 10.57912/23846820
title: ITERATE common file (y) 2008

description: Description to be added
DOI: 10.57912/23846823
title: ITERATE common file (y) 2007

description: Description to be added
DOI: 10.57912/23846823.v1
title: ITERATE common file (y) 2007

description: Description to be added
DOI: 10.57912/23846826.v1
title: ITERATE common file (y) 2006

description: Description to be added
DOI: 10.57912/23846826
title: ITERATE common file (y) 2006

description: Description to be added
DOI: 10.57912/23846829.v1
title: ITERATE common file (y) 2005

description: Description to be added
DOI: 10.57912/23846829
title: ITERATE common file (y) 2005

description: Description to be added
DOI: 10.57912/23846832
title: ITERATE common file (y) 2004

description: Description to be added
DOI: 10.57912/23846832.v1
title: ITERATE common file (y) 2004

description: Description to be added
DOI: 10.15468/dl.de37vr
title: Occurrence Download

description: A dataset containing 4832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon shermani Stejneger, 1906)"
 ]
}

 The dataset includes 4832 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000700-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57912/23846835.v1
title: ITERATE common file (y) 2003

description: Description to be added
DOI: 10.57912/23846835
title: ITERATE common file (y) 2003

description: Description to be added
DOI: 10.57912/23846838
title: ITERATE common file (y) 1968-2002

description: Description to be added
DOI: 10.57912/23846838.v1
title: ITERATE common file (y) 1968-2002

description: Description to be added
DOI: 10.57912/23846841.v1
title: ITERATE fate 1978 to 1991

description: Description to be added
DOI: 10.57912/23846841
title: ITERATE fate 1978 to 1991

description: Description to be added
DOI: 10.57912/23846844
title: ITERATE hostage 1978 to 2005

description: Description to be added
DOI: 10.57912/23846844.v1
title: ITERATE hostage 1978 to 2005

description: Description to be added
DOI: 10.57912/23846847.v1
title: ITERATE skyjack 1978 to 1991

description: Description to be added
DOI: 10.57912/23846847
title: ITERATE skyjack 1978 to 1991

description: Description to be added
DOI: 10.57912/23846850
title: Bangladesh Population Data, 2014

description: 2014 Upazila-level demographic data for Bangladesh. Variables include total population, total households, average household size, and breakdowns by gender and age.
DOI: 10.57912/23846850.v1
title: Bangladesh Population Data, 2014

description: 2014 Upazila-level demographic data for Bangladesh. Variables include total population, total households, average household size, and breakdowns by gender and age.
DOI: 10.57912/23846853.v1
title: Costa Rica Population Data, 2017

description: Costa Rica population data 2017. Variables are provided at the Cantones level and include: total population, total households, and population breakdown by age and sex.
DOI: 10.57912/23846853
title: Costa Rica Population Data, 2017

description: Costa Rica population data 2017. Variables are provided at the Cantones level and include: total population, total households, and population breakdown by age and sex.
DOI: 10.57912/23846856
title: Egypt Population Data, 2016

description: Egypt population data 2016 provided at the level of the Muhafazat. Variables include total population, total number of households, average household size, population breakdown by age and sex, and 2015 unemployment rates. Estimated purchasing power for 2016 is also included.
DOI: 10.57912/23846856.v1
title: Egypt Population Data, 2016

description: Egypt population data 2016 provided at the level of the Muhafazat. Variables include total population, total number of households, average household size, population breakdown by age and sex, and 2015 unemployment rates. Estimated purchasing power for 2016 is also included.
DOI: 10.57912/23846862.v1
title: France Population Data, 2016

description: France population data, 2016. Variables are produced at the Communes level and include: total population, total households, average household size, population breakdown by age and sex, and unemployment rates for 2015. Estimated purchasing power for 2016 is also included.
DOI: 10.57912/23846862
title: France Population Data, 2016

description: France population data, 2016. Variables are produced at the Communes level and include: total population, total households, average household size, population breakdown by age and sex, and unemployment rates for 2015. Estimated purchasing power for 2016 is also included.
DOI: 10.57912/23846874.v1
title: Complete U.S. Database 2018

description: Site-licensed "Complete U.S. Database" 2018 from Woods & Pole Economics. The downloadable ZIP file contains all folders and files as distributed on DVD. From their description: "The Complete U.S. Database contains, on DVD, annual historical data from 1970 (some variables begin in 1990) and annual projections to 2050 of population by race, sex, and age, employment by industry, earnings of employees by industry, personal income by source, households by income bracket and retail sales by kind of business. The Complete U.S. Database contains annual data, 1970 (some variables begin in 1990) to 2050, for all economic and demographic variables for all geographic areas in the Woods & Poole database (the U.S. total, and all regions, states, counties, and CBSAs) – more than 130 million statistics. The Complete U.S. Database differs from CEDDS in that it has the population data by single year of age cross tabulated by sex and by race – more than 1,500 demographic variables."
DOI: 10.57912/23846874
title: Complete U.S. Database 2018

description: Site-licensed "Complete U.S. Database" 2018 from Woods & Pole Economics. The downloadable ZIP file contains all folders and files as distributed on DVD. From their description: "The Complete U.S. Database contains, on DVD, annual historical data from 1970 (some variables begin in 1990) and annual projections to 2050 of population by race, sex, and age, employment by industry, earnings of employees by industry, personal income by source, households by income bracket and retail sales by kind of business. The Complete U.S. Database contains annual data, 1970 (some variables begin in 1990) to 2050, for all economic and demographic variables for all geographic areas in the Woods & Poole database (the U.S. total, and all regions, states, counties, and CBSAs) – more than 130 million statistics. The Complete U.S. Database differs from CEDDS in that it has the population data by single year of age cross tabulated by sex and by race – more than 1,500 demographic variables."
DOI: 10.57912/23890527.v1
title: Codebook for Constitutionalism and Democracy Dataset (CDD)

description: Codebook for the Constitutionalism and Democracy Dataset (CDD), in PDF format.
DOI: 10.57912/23846877.v1
title: ITERATE common file (y) 2017

description: Description to be added
DOI: 10.57912/23890527
title: Codebook for Constitutionalism and Democracy Dataset (CDD)

description: Codebook for the Constitutionalism and Democracy Dataset (CDD), in PDF format.
DOI: 10.57912/23846877
title: ITERATE common file (y) 2017

description: Description to be added
DOI: 10.57912/23846889
title: DDI metadata for Constitutionalism and Democracy Dataset (CDD)

description: Metadata for the Constitutionalism and Democracy Dataset (CDD), in DDI (version 1.2.2 - http://www.ddialliance.org/) XML format, generated using Nesstar Publisher (http://www.nesstar.com/software/publisher.html).
DOI: 10.57912/23846889.v1
title: DDI metadata for Constitutionalism and Democracy Dataset (CDD)

description: Metadata for the Constitutionalism and Democracy Dataset (CDD), in DDI (version 1.2.2 - http://www.ddialliance.org/) XML format, generated using Nesstar Publisher (http://www.nesstar.com/software/publisher.html).
DOI: 10.60594/w4tg69
title: Ignition tracking data on prescribed fires at Ft. Stewart Army Base 2022

description: Ignition tracking data for the prescribed fire research campaign conducted at Ft. Stewart Army Base (2022). This data can be used to coordinate other prescribed fire datasets collected at each site to better understand where and when ignitions occurred and the fire behavior afterwards. This data was collected with handheld Garmin GPS units, and also Go Pro cameras, processed with ArcGIS Pro geospatial software, GQIS geospatial software, and exist as text files with UTM Zone 17 N locations, date and time (Zulu time zone). This dataset is part of the Wildland Fire Science Initiative (WFSI) research burn campaign held at Fort Stewart from March 2nd, 2022 to March 5th 2022. In addition, pre- and post-fire data collection occurred before and after these dates. See the most recent version of the contextual dataset “Fort Stewart 2022: Contextual data for Wildland Fire Science Initiative (WFSI) Research Burn Campaign” for more information about the campaign (see Annotations section for hasMetadata link).
DOI: 10.15468/dl.ectqnr
title: Occurrence Download

description: A dataset containing 3749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Callophrys polios (Cook & Watson, 1907)"
 ]
}

 The dataset includes 3749 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000701-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xugyg
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon stormi Highton & Brame, 1965)"
 ]
}

 The dataset includes 284 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000702-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hthfg
title: Occurrence Download

description: A dataset containing 2210684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pitangus sulphuratus (Linnaeus, 1766)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2210684 records from 583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000689-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttdmea
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siler collingwoodi (O.Pickard-Cambridge, 1871)"
 ]
}

 The dataset includes 535 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000703-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57912/23847060
title: Landscan 2017

description: Description to be added
DOI: 10.57912/23847060.v1
title: Landscan 2017

description: Description to be added
DOI: 10.15468/dl.5a67f4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon oconaluftee Hairston, 1993)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000704-250212154643175/datasets/export for details.
DOI: 10.15468/dl.g3p2g2
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon vandykei Van Denburgh, 1906)"
 ]
}

 The dataset includes 190 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000706-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhk3tt
title: Occurrence Download

description: A dataset containing 1161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon variolatus (Gilliams, 1818))"
 ]
}

 The dataset includes 1161 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000707-250212154643175/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.28405250
title: Rivers

description: Just for testing
DOI: 10.15468/dl.tcj8ct
title: Occurrence Download

description: A dataset containing 5617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon vehiculum (Cooper, 1860))"
 ]
}

 The dataset includes 5617 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000708-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suqznq
title: Occurrence Download

description: A dataset containing 1782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon ventralis Highton, 1997)"
 ]
}

 The dataset includes 1782 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000709-250212154643175/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.5187529
title: JACS Challenge Data Set.xlsx

description: The condensed dataset results of a survey, distributed to chemistry researchers in various chemistry subdisciplines, asking impact-related questions about one issue in JACS.
DOI: 10.15468/dl.qeg4hm
title: Occurrence Download

description: A dataset containing 1114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon virginia Highton, 1999)"
 ]
}

 The dataset includes 1114 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000713-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujb8p8
title: Occurrence Download

description: A dataset containing 1673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon websteri Highton, 1979)"
 ]
}

 The dataset includes 1673 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000714-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14860220
title: Evaluation of Spatiotemporal Fusion Methods Using Sentinel-2 And Sentinel-3: A New Benchmark Dataset And Comparison

description: In Earth observation, data fusion is important to generate high temporal and spatial resolution images. Nevertheless, existing research on data fusion primarily concentrates on merging two sources of data (mostly MODIS and Landsat). Therefore, we offer the community a new benchmark dataset for evaluating data fusion using new European sensors (Sentinel-2 and Sentinel-3).


The dataset is composed of three different sites located in different parts of the world to ensure the diversity of the ecosystem. The two components of the dataset are collected from operating missions ( Sentinel-2 and Sentinel-3). We also provide 10 bands for Sentinel-2 ranging from blue to SWIR, 4 bands at 10m resolution and 6 at 20m resolution. For Sentinel-3 16 bands are provided with a spatial resolution of 300m. The multiple bands allow for different applications for this dataset such as testing data fusion methods, etc.
DOI: 10.5281/zenodo.7970845
title: Evaluation of Spatiotemporal Fusion Methods Using Sentinel-2 And Sentinel-3: A New Benchmark Dataset And Comparison

description: In Earth observation, data fusion is important to generate high temporal and spatial resolution images. Nevertheless, existing research on data fusion primarily concentrates on merging two sources of data (mostly MODIS and Landsat). Therefore, we offer the community a new benchmark dataset for evaluating data fusion using new European sensors (Sentinel-2 and Sentinel-3).


The dataset is composed of three different sites located in different parts of the world to ensure the diversity of the ecosystem. The two components of the dataset are collected from operating missions ( Sentinel-2 and Sentinel-3). We also provide 10 bands for Sentinel-2 ranging from blue to SWIR, 4 bands at 10m resolution and 6 at 20m resolution. For Sentinel-3 16 bands are provided with a spatial resolution of 300m. The multiple bands allow for different applications for this dataset such as testing data fusion methods, etc.