cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zg8qbx
title: Occurrence Download

description: A dataset containing 4248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Austroglanis barnardi, Austroglanis gilli, Labeo seeberi, Pseudobarbus capensis, Oreochromis niloticus, Pseudocrenilabrus philander, Tinca tinca, Pseudobarbus burgi, Gilchristella aestuaria, Micropterus punctulatus, Mugil cephalus, Redigobius dewaali, Labeo umbratus, Cyprinus carpio, Oreochromis mossambicus, Pseudobarbus asper, Clarias gariepinus, Micropterus salmoides, Gambusia affinis, Pseudobarbus verloreni, Monodactylus falciformis, Galaxias zebratus, Oncorhynchus mykiss, Sandelia capensis, Hydrocynus vittatus, Micralestes acutidens, Carassius auratus, Ctenopharyngodon idella, Engraulicypris brevianalis, Enteromius afrohamiltoni, Enteromius amatolicus, Enteromius annectens, Enteromius argenteus, Enteromius bifrenatus, Enteromius eutaenia, Enteromius mattozi, Enteromius motebensis, Enteromius paludinosus, Enteromius radiatus, Enteromius toppini, Enteromius treurensis, Enteromius trimaculatus, Enteromius viviparus, Labeo congoro, Labeo cylindricus, Labeo molybdinus, Labeo rosae, Labeo rubromaculatus, Labeo ruddi, Labeobarbus natalensis, Labeobarbus nelspruitensis, Pseudobarbus senticeps, Pseudobarbus swartzi, Micropanchax johnstoni, Xiphophorus hellerii, Xiphophorus maculatus, Nothobranchius orthonotus, Nothobranchius pienaari, Megalops cyprinoides, Kneria auriculata, Marcusenius caudisquamatus, Marcusenius krameri, Petrocephalus wesselsi, Ambassis ambassis, Ctenopoma multispine, Microctenopoma intermedium, Sandelia bainsii, Oreochromis aureus, Oreochromis placidus, Serranochromis meridianus, Silhouettea sibayi, Perca fluviatilis, Salvelinus fontinalis, Austroglanis sclateri, Chiloglanis anoterus, Chiloglanis bifurcus, Chiloglanis emarginatus, Chiloglanis paratus, Chiloglanis pretoriae, Chiloglanis swierstrai, Schilbe intermedius, Anguilla bicolor, Brycinus imberi, Enteromius anoplus, Enteromius brevipinnis, Enteromius lineomaculatus, Enteromius neefi, Enteromius pallidus, Enteromius unitaeniatus, Hypophthalmichthys molitrix, Labeo capensis, Labeobarbus aeneus, Labeobarbus marequensis, Labeobarbus polylepis, Pseudobarbus skeltoni, Pseudobarbus phlegethon, Pseudobarbus quathlambae, Pseudobarbus tenuis, Marcusenius pongolensis, Ambassis natalensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 4248 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019041-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4jdav
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "Geometry POLYGON((14.78483 53.71125,14.85310 53.71125,14.85310 53.73854,14.78483 53.73854,14.78483 53.71125))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019042-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcwk76
title: Occurrence Download

description: A dataset containing 1705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.82904 29.89966,16.2675 -59.10212,147.39678 -59.45812,146.44743 -54.83003,146.68477 -40.82709,144.43006 -11.99051,131.96981 -1.19163,98.86115 7.35254,102.42122 20.52481,68.60054 34.40908,26.82904 29.89966))",
 "OccurrenceStatus is Present",
 "TaxonKey is Balaenoptera musculus"
 ]
}

 The dataset includes 1705 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019044-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16569017
title: Corrugation Database

description: Railway Acoustic and Dynamic Dataset for Corrugation Detection Using Onboard Measurements 

This site allows access to onboard acoustic and vibration records of a railway vehicle, collected under different operational conditions to support the development of a methodology for automated rail corrugation detection. The experimental campaign was conducted on an instrumented train circulating between Station 1 and Station 2 (KP 3798 to 6246), as part of a project led by the Railway Technology Research Group (CITEF) of the Polytechnic University of Madrid. The characteristics of the developed database are detailed in the attached document "README.pdf".

The article link will be provided once the manuscript is published.
DOI: 10.5281/zenodo.16569018
title: Corrugation Database

description: Railway Acoustic and Dynamic Dataset for Corrugation Detection Using Onboard Measurements 

This site allows access to onboard acoustic and vibration records of a railway vehicle, collected under different operational conditions to support the development of a methodology for automated rail corrugation detection. The experimental campaign was conducted on an instrumented train circulating between Station 1 and Station 2 (KP 3798 to 6246), as part of a project led by the Railway Technology Research Group (CITEF) of the Polytechnic University of Madrid. The characteristics of the developed database are detailed in the attached document "README.pdf".

The article link will be provided once the manuscript is published.
DOI: 10.15468/dl.nqm3km
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pimelodella chaparae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019045-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58x3z4
title: Occurrence Download

description: A dataset containing 4693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Molineria minuta sabulicola, Molineria palustris, Molineriella minuta minuta, Periballia minuta, Periballia minuta baetica, Periballia minuta lanata, Periballia minuta sabulicola, Poa minuta, Molineriella laevis, Aira capillaris lensaei, Aira caryophyllea lensaei, Aira elegans, Aira elegans, Aira elegans elegans, Aira glabrata, Aira laevis, Aira lendigera, Aira lensaei, Aira pulchella, Airella elegans, Airopsis laevis, Airopsis lendigera, Avena elegans, Deschampsia laevis, Deschampsia pulchella, Molineria laevis, Molineria laevis glabrata, Molineria lendigera, Molineriella laevis submutica, Periballia laevis, Salmasia elegans, Salmasia lendigera, Trisetum glabratum, Cinna latifolia, Agrostis alba koreensis, Agrostis latifolia, Agrostis latifolia, Agrostis odorata, Agrostis suaveolens, Agrostis suaveolens, Blyttia suaveolens, Cinna arundinacea pendula, Cinna expansa, Cinna kamtschatica, Cinna latifolia glomerata, Cinna latifolia glomerula, Cinna pendula, Cinna pendula acutiflora, Cinna pendula acutiflora, Cinna pendula glomerata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 4693 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019046-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vwek7
title: Occurrence Download

description: A dataset containing 4225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus thonningii",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4225 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019047-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/duerer.online.68b6dd2a8c782
title: Tod Dürers, 179789
DOI: 10.15468/dl.bn7pze
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Austruca occidentalis"
 ]
}

 The dataset includes 214 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019048-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16985304
title: iNaturalist mammal observations classified by evidence type

description: Motivation. Ecologists show growing interest in observational data generated by participatory scientists. For mammals, the largest participatory science platform is iNaturalist, which has more than 2.8 million observations from North American represented through images of living animals, dead animals, tracks, and scat. These different types of evidence could give insight into the underlying sampling paradigm for an observation (e.g. dead animals might be more likely to be reported near roads) and thus may be useful for scientific applications of these data.  However, while iNaturalist allows users to annotate observations by evidence type, many observations are not annotated. We use machine learning (ML) to classify the evidence types associated with observations of North American mammals in iNaturalist, adding metadata that can be used to subset data or to model multiple observation processes.

Main types of variable contained. This dataset contains metadata augmenting 1.33 million North American mammal iNaturalist observations with evidence type. Each observation is categorized as either live animal, dead animal, tracks, scat, or other sign, and an associated confidence score is provided.

Spatial location and grain. North America. Each data point is associated with a single point in space. Coordinates and positional accuracy for each observation are provided.

Time period and grain. Observations occurred between December 1, 1948 and February 27, 2024, although 99.89% of observations occurred since the year 2000. Each data point is associated with a single point in time.

Major taxa and level of measurement. All North American species in the class Mammalia, excluding species in the order Chiroptera (bats). Observations are identified to the species level and meet iNaturalist’s requirements for “research-grade” data quality.

Software environment. Data are supplied as comma-separated values (.csv) files. We also provide the trained ML model in (a) an interactive online portal and (b) a set of weights that can be used to reproduce predictions or fine-tune the model on new datasets using the provided source code.
DOI: 10.5281/zenodo.17036710
title: MAIN TASKS AND DIRECTIONS OF MILITARY PATRIOTIC EDUCATION OF STUDENTS, WAYS OF ACHIEVING EFFICIENCY IN MILITARY PATRIOTIC EDUCATION.
DOI: 10.5281/zenodo.17036711
title: MAIN TASKS AND DIRECTIONS OF MILITARY PATRIOTIC EDUCATION OF STUDENTS, WAYS OF ACHIEVING EFFICIENCY IN MILITARY PATRIOTIC EDUCATION.
DOI: 10.15468/dl.spurjd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudelephantopus spicatus",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019050-250827131500795/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.30030898
title: <b>Data availability for Active Control of qbic in VO₂ Metasurfaces for Enhanced THz Sensing</b>

description: This document serves as the data source file for the research titled "<b>Active Control of Quasi-Bound States in the Continuum in VO₂ Metasurfaces for Enhanced Terahertz Sensing</b>".
DOI: 10.6084/m9.figshare.30030898.v1
title: <b>Data availability for Active Control of qbic in VO₂ Metasurfaces for Enhanced THz Sensing</b>

description: This document serves as the data source file for the research titled "<b>Active Control of Quasi-Bound States in the Continuum in VO₂ Metasurfaces for Enhanced Terahertz Sensing</b>".
DOI: 10.15468/dl.579k9f
title: Occurrence Download

description: A dataset containing 1380 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epacris breviflora"
 ]
}

 The dataset includes 1380 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019051-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngpyfe
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudelephantopus spicatus",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019049-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25mgdz
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "PublishingOrg is a344ee9f-f1b7-4761-be2c-58ee6d741395",
 "TaxonKey is Sordariomycetes"
 ]
}

 The dataset includes 42 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019052-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7ws5t
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Austruca perplexa"
 ]
}

 The dataset includes 452 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019053-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ngkyxz
title: Supplemental appendix for "Fighting to Be Friends: Third-Party Bargaining, Alliance Formation, and War"

description: Supplementary appendix -- formal proof for "Fighting to Be Friends: Third-Party Bargaining, Alliance Formation, and War"
DOI: 10.15468/dl.8stn5b
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudelephantopus spicatus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 144 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019055-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ieihjn
title: Replication Data for: A bibliometric analysis of the Social Return on Investment

description: Final dataset (full record plus cited references) used in the manuscript titled A bibliometric analysis of the Social Return on Investment: https://doi.org/10.1057/s41599-025-05529-w
DOI: 10.15468/dl.ytq9e2
title: Occurrence Download

description: A dataset containing 8489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urocerus gigas)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8489 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019056-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.marcrx
title: Occurrence Download

description: A dataset listing the 109 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-13.87799 28.35565,-13.88062 28.36005,-13.88113 28.35969,-13.87858 28.35517,-13.87841 28.35478,-13.87799 28.35565))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 109 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019035-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17036691
title: GDACS
DOI: 10.5281/zenodo.17036717
title: GDACS
DOI: 10.6084/m9.figshare.30017944.v1
title: Keyhole Imagery Global Coverage Dataset (1960–1984)

description: This project provides the <i>Keyhole Imagery Global Coverage Dataset (1960–1984)</i>, a globally consistent framework for evaluating the spatio-temporal availability of declassified U.S. Keyhole reconnaissance imagery. The dataset is built on a regular 0.1° global grid of ~6.5 million points and integrates multiple resolution classes (C1: meter-level, C2: five-meter, C3: ten-meter). Standardized indicators are provided, including cover count, number of unique observation dates, first/last observation year, temporal span, maximum observation gap, peak observation year, and multi-period coverage classification.The project includes three components:<b>Data</b>: Four GeoPackage files (<code>declass_all_A.gpkg</code>, <code>global_classification.gpkg</code>, <code>global_grid_010deg.gpkg</code>, <code>global_stastical_010.gpkg</code>) plus original USGS shapefiles.<b>Code</b>: Python scripts implementing the three-step workflow (imagery classification, global grid generation, and point-based property calculation).<b>Figures</b>: Visualizations used in the article (C0 layers) and supplementary figures for C1–C3.The dataset supports reproducible Earth system research, historical land use reconstruction, and environmental change studies. Users are encouraged to cite the associated publication and dataset DOI when using these resources.
DOI: 10.15468/dl.qm668q
title: Occurrence Download

description: A dataset containing 1645 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nissolia vincentina"
 ]
}

 The dataset includes 1645 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019057-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umtajh
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Dasypoda braccata, Dasypoda spinigera, Andrena hattorfiana, Dasypoda argentata, Trachusa interrupta)"
 ]
}

 The dataset includes 153 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019059-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrykrc
title: Occurrence Download

description: A dataset containing 80443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Finland",
 "TaxonKey is Alnus"
 ]
}

 The dataset includes 80443 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019026-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22t3sc
title: Occurrence Download

description: A dataset containing 90955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "TaxonKey is Alnus"
 ]
}

 The dataset includes 90955 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019025-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqp3uc
title: Occurrence Download

description: A dataset containing 16092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25.82298 38.1318,26.31888 38.1318,26.31888 38.61178,25.82298 38.61178,25.82298 38.1318))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 16092 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019058-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2b796r
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tityus bahiensis (Perty, 1833)"
 ]
}

 The dataset includes 56 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011172-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvt76t
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tityus serrulatus Lutz & Mello, 1922"
 ]
}

 The dataset includes 200 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142084-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.789gt8
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Tityus carrilloi Ojanguren-Affilastro, 2021"
 ]
}

 The dataset includes 123 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216822-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqqbus
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tityus confluens Borelli, 1899"
 ]
}

 The dataset includes 69 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216168-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.