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

description: A dataset containing 15429637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ericales"
 ]
}

 The dataset includes 15429637 records from 7725 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009798-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15205769
title: China's Weibo Posts on Israel and Jew
DOI: 10.5281/zenodo.15205770
title: China's Weibo Posts on Israel and Jew
DOI: 10.15468/dl.f6sq6y
title: Occurrence Download

description: A dataset containing 1289880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1289880 records from 463 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020565-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5zdtnw7b7h.1
title: Moraes et al Synalpheus - Zoology Journal

description: This file provides information about Synalpheus pleopod morphology, highlighting differences among demographic categories such as males, non-ovigerous females, and ovigerous females. Morphometric data are also included, aligning with the information presented in Moraes et al., in the Zoology periodic.
DOI: 10.5281/zenodo.17422799
title: Image enhancement dataset for evaluation of image quality metrics

description: We introduce a dataset with enhanced images. The images have been enhanced by five end users, and these have been evaluated by observers in an online image quality experiment. The dataset contains 16 natural colour images (i.e., original), and in total  96 images. 

Publication: Altynay Kadyrova, Marius Pedersen, Bilal Ahmad, Dipendra J. Mandal, Mathieu Nguyen, Pauline Hardeberg Zimmermann; Image enhancement dataset for evaluation of image quality metrics. Image Quality and System Performance XIX. January 2022.
DOI: 10.5281/zenodo.17422800
title: Image enhancement dataset for evaluation of image quality metrics

description: We introduce a dataset with enhanced images. The images have been enhanced by five end users, and these have been evaluated by observers in an online image quality experiment. The dataset contains 16 natural colour images (i.e., original), and in total  96 images. 

Publication: Altynay Kadyrova, Marius Pedersen, Bilal Ahmad, Dipendra J. Mandal, Mathieu Nguyen, Pauline Hardeberg Zimmermann; Image enhancement dataset for evaluation of image quality metrics. Image Quality and System Performance XIX. January 2022.
DOI: 10.23719/1532296
title: Anatoxin levels in mouse tissues after a single exposure and collected at various timepoints

description: Anatoxin levels in mouse tissues after a single exposure and collected at various timepoints
DOI: 10.15468/dl.hnrx97
title: Occurrence Download

description: A dataset containing 1373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "OccurrenceStatus is Present",
 "TaxonKey is Halictidae"
 ]
}

 The dataset includes 1373 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052013-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t63sh4
title: Occurrence Download

description: A dataset containing 9143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.38616 46.69733,4.3681 46.69934,4.33281 46.68356,4.33773 46.66195,4.3567 46.65128,4.37339 46.65438,4.38743 46.66359,4.3888 46.67709,4.38616 46.69733))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 9143 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052017-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qgxnh
title: Occurrence Download

description: A dataset containing 67634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Costa Rica",
 "Geometry POLYGON((-84.06448 9.89855,-84.00679 9.88599,-83.99268 9.93007,-84.04214 9.93972,-84.06448 9.89855))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 67634 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051976-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17413258
title: Tuni2025 Datasets for GNSS - GPS Spoofing

description: Tuni2025 Datasets for GNSS - GPS Spoofing 

 

Selected Scenarios is a curated subset of high-resolution GNSS spoofing measurement data recorded in a controlled laboratory environment at Tampere University, Finland. The dataset supports research in spoofing detection, RF signal analysis, and GNSS receiver security.

 

Each scenario contains:

 

A raw I/Q measurement file (approx. 30 GB, interleaved 32-bit float format)

 

A scenario-specific README file documenting signal setup, spoofing conditions, and usage notes

 

This release includes 9 GPS E1 signal scenarios, covering both spoofed and authentic (clear-sky) cases, true spoofer position attacks, and varying numbers of spoofers. The data was collected using a USRP-2945R software-defined radio front-end at 50 MSps sampling rate, with spoofing signals generated using a Spectracom GSG-6 GNSS simulator where applicable.

 

📁 Included Scenarios

 

C-5 GPS Static No Multipath True Position – Clear-sky (no spoofers)           - Version-v1

SS-17 GPS Static No Multipath True Position – 1 Spoofer                             - Version-v2

SS-18 GPS Static No Multipath True Position – 2 Spoofers                           - Version-v3

SS-20 GPS Static No Multipath True Position – 4 Spoofers                           - Version-v4

C-7 GPS Static No Multipath True Position – Clear-sky (no spoofers)          - Version-v13

SS-27 GPS Static Multipath True Position – 1 Spoofer                                  - Version-v6

SS-28 GPS Static Multipath True Position – 2 Spoofers                                 - Version-v7

SS-29 GPS Static Multipath True Position – 4 Spoofers                                - Version-v12

SS-33 GPS Delayed Spoofer Injection (All PRNs Spoofed)                           - Version-v10

 

 

🔬 Intended Use

 

This dataset is intended for use in:

 

GNSS spoofing detection research and algorithm development

 

RF fingerprinting and signal classification

 

GNSS receiver performance benchmarking

 

Machine learning and statistical analysis of spoofed GNSS signals

 

🛰️ Signal Type

 

GPS L1 only

 

🛠️ Equipment Used

 

USRP-2945R software-defined radio front-end

 

Spectracom GSG-6 GNSS signal simulator (used in spoofing scenarios only)

 

📂 File Format

 

.bin: Raw I/Q measurement (interleaved 32-bit float)

.pdf: Scenario-specific README file

 

 

📚 Citation

 

If using this dataset, please cite this:

 

🔄 Additional Data

 

Other scenarios and dataset extensions (e.g., multipath, dynamic spoofing, false position) may be provided upon request by the authors.
DOI: 10.5281/zenodo.17422841
title: Nudging Sustainable Food Choices: The Role of Menu Design and Visual Framing in Eco-Friendly Dining
DOI: 10.5281/zenodo.17422840
title: Nudging Sustainable Food Choices: The Role of Menu Design and Visual Framing in Eco-Friendly Dining
DOI: 10.15468/dl.6hzfan
title: Occurrence Download

description: A dataset containing 905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is Banco de Datos de la Biodiversidad de la Comunitat Valenciana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Emys orbicularis",
 "Year 1000-2025"
 ]
}

 The dataset includes 905 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052018-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuwadw
title: Occurrence Download

description: A dataset containing 75566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((139.85671 35.64695,139.8508 35.64003,139.85384 35.63554,139.85901 35.63323,139.86783 35.63312,139.87205 35.64015,139.86362 35.64521,139.85671 35.64695))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year 2014-2025"
 ]
}

 The dataset includes 75566 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051983-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9av34q
title: Occurrence Download

description: A dataset containing 9524 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phylogenomics and the rise of the angiosperms"
 ]
}

 The dataset includes 9524 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052020-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17422656
title: Stagnant Water in Fire Hydrant Branches: Overlooked Chemical-Microbial Coupled Deterioration in Drinking Water Distribution Systems
DOI: 10.5281/zenodo.17422657
title: Stagnant Water in Fire Hydrant Branches: Overlooked Chemical-Microbial Coupled Deterioration in Drinking Water Distribution Systems
DOI: 10.25399/unisadata.28877843
title: Driving the visibility of research through the curation of datasets at a Comprehensive Open Distance e-Learning (CODeL) institution in the global South

description: Structured interviews were conducted with researchers from the Comprehensive Open Distance eLearning institutions to examine current data curation practices. The study aimed to identify strategies that improve the discoverability and accessibility of research data submitted in the research data repository. The visibility of research output is crucial for academic recognition and the advancement of knowledge, as well as for complying with funder requirements to make provisions for data reuse and enable actionable and socially beneficial open science from publicly funded research projects. The visibility of research output is crucial for academic recognition and the advancement of knowledge, as well as for complying with funder requirements to make provisions for data reuse and enable actionable and socially beneficial open science from publicly funded research projects.<br>
DOI: 10.25399/unisadata.28877843.v2
title: Driving the visibility of research through the curation of datasets at a Comprehensive Open Distance e-Learning (CODeL) institution in the global South

description: Structured interviews were conducted with researchers from the Comprehensive Open Distance eLearning institutions to examine current data curation practices. The study aimed to identify strategies that improve the discoverability and accessibility of research data submitted in the research data repository. The visibility of research output is crucial for academic recognition and the advancement of knowledge, as well as for complying with funder requirements to make provisions for data reuse and enable actionable and socially beneficial open science from publicly funded research projects. The visibility of research output is crucial for academic recognition and the advancement of knowledge, as well as for complying with funder requirements to make provisions for data reuse and enable actionable and socially beneficial open science from publicly funded research projects.<br>
DOI: 10.25399/unisadata.28877843.v1
title: Driving the visibility of research through the curation of datasets at a Comprehensive Open Distance e-Learning (CODeL) institution in the global South

description: Structured interviews were conducted with researchers from the Comprehensive Open Distance eLearning institutions to examine current data curation practices. The study aimed to identify strategies that improve the discoverability and accessibility of research data submitted in the research data repository. The visibility of research output is crucial for academic recognition and the advancement of knowledge, as well as for complying with funder requirements to make provisions for data reuse and enable actionable and socially beneficial open science from publicly funded research projects. The visibility of research output is crucial for academic recognition and the advancement of knowledge, as well as for complying with funder requirements to make provisions for data reuse and enable actionable and socially beneficial open science from publicly funded research projects.<br>
DOI: 10.15468/dl.z6n4ge
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Eritrichium petiolare"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052022-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cz3db
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Plantago perssonii"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052023-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.manakx
title: Occurrence Download

description: A dataset containing 14637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gypaetus barbatus",
 "Year 2015-2025"
 ]
}

 The dataset includes 14637 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052021-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfbacs
title: Occurrence Download

description: A dataset containing 1949309 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Campanula antilibanotica, Pityrogramma ebenea, Knowltonia hootae, Knowltonia capensis, Disakisperma obtusiflorum, Dampiera latealata, Vicia bithynica, Osyris speciosa, Femeniasia fruticosa, Cyperus distans, Pigea enneasperma, Lemooria burkittii, Sabulina mediterranea, Cyperus sanguineoater, Bulbine frutescens, Eleocharis multicaulis, Adesmia minor, Laburnum anagyroides, Drosanthemum subcompressum, Gladiolus mutabilis, Suaeda taxifolia, Plagiobothrys bracteatus, Erodium rupestre, Styphelia glaucifolia, Harpagophytum procumbens, Gaultheria tenuifolia, Metastelma mexicanum, Dysphania pumilio, Styphelia pubescens, Styphelia esquamata, Babiana villosula, Styphelia pogonocalyx, Glottiphyllum salmii, Centaurea, Dysphania botrys, Lygodium microphyllum, Styphelia appressa, Styphelia oblongifolia, Drosanthemum hirtellum, Eleocharis spiralis, Blepharis edulis, Gnaphalium englerianum, Erigeron floribundus, Plagiobothrys procumbens, Styphelia cymbiformis, Microcharis disjuncta, Lithospermum exsertum, Liparia capitata, Trihaloragis hexandra, Lampranthus peersii, Sternbergia clusiana, Lampranthus multiradiatus, Lichtensteinia obscura, Solenogyne gunnii, Banksia cirsioides, Colpodium biebersteinianum, Koenigia phytolaccifolia, Luffa operculata, Lampranthus praecipitatus, Banksia porrecta, Banksia vestita, Leionema sympetalum, Beilschmiedia miersii, Pyrostegia venusta, Sibbaldianthe bifurca, Cephalophyllum loreum, Huperzia verticillata, Tenaxia stricta, Crocanthemum suffrutescens, Gossypium costulatum, Tropaeolum incisum, Juglans major, Tillandsia polystachia, Erica benthamiana, Fallopia convolvulus, Leucostele litoralis, Tropaeolum austropurpureum, Zaluzianskya benthamiana, Salicornia globosa, Trachyandra jacquiniana, Diuris fragrantissima, Exocarpos syrticola, Allocasuarina ramosissima, Verbascum bornmuellerianum, Asterolasia buckinghamii, Erysimum lagascae, Cheirolophus junonianus, Myopordon thiebautii, Cheirolophus uliginosus, Siebera pungens, Tristania neriifolia, Allocasuarina striata, Epipogium roseum, Eriogonum repens, Odontarrhena trapeziformis, Indigastrum niveum, Allocasuarina pusilla, Felicia filifolia, Papaver cyprium, Ambrosia carduacea)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1949309 records from 4495 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051994-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111106915
title: Samaria-Sebaste Sherd E207-3707, HUJI E207-3707

description: [Text Description:] Incised Ostracon/Jar Inscription from Samaria-Sebaste, "X" ❧ [Text or Publication Number Note:] HUJI E207-3707 ❧ [Excavation Description:] Found between 1931-1935 during Samaria Joint Expedition ❧ [Medium:] Clay ❧ [Script Note:] Hebrew?, Non-Text ❧ [Physical Object Description:] Incised clay fragment ❧ [Physical Object Note:] Pottery
DOI: 10.25549/inscriptifact-ouc111151389
title: Hippiatric text, medical prescription, KTU 1.85

description: [Text or Publication Number Note:] KTU 1.85, KTU2 1.85, KTU3 1.85, CTU 1.85, CAT 1.85 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.abzzud
title: Occurrence Download

description: A dataset containing 236284 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "not" : {
 "PublishingCountry" : [
 "is Norway"
 ]
 }
 },
 "Country is Svalbard and Jan Mayen"
 ]
}

 The dataset includes 236284 records from 496 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010036-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111151390
title: Hippiatric text, medical prescription, KTU 1.85

description: [Text or Publication Number Note:] KTU 1.85, KTU2 1.85, KTU3 1.85, CTU 1.85, CAT 1.85 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.nbd2gq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Uromycladium notabile (F.Ludw.) McAlpine",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135623-210914110416597/datasets/export for details.
DOI: 10.15468/dl.696u3y
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urtica atrichocaulis (Hand.-Mazz.) C.J.Chen"
 ]
}

 The dataset includes 116 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061021-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111151392
title: Hippiatric text, medical prescription, KTU 1.85

description: [Text or Publication Number Note:] KTU 1.85, KTU2 1.85, KTU3 1.85, CTU 1.85, CAT 1.85 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.42dm8p
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Etmopterus dianthus Last, Burgess & Séret, 2002"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030050-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111151437
title: Hippiatric text, medical prescription, KTU 1.85

description: [Text or Publication Number Note:] KTU 1.85, KTU2 1.85, KTU3 1.85, CTU 1.85, CAT 1.85 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.atjrwx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Seimatosporium caninum (Brunaud) B.Sutton",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135661-210914110416597/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc111150524
title: Bronze plaque, belt or band with embossed panels

description: [Text Description:] Bronze plaque, belt or band with embossed panels ❧ [Medium:] Metal ❧ [Physical Object Description:] Bronze plaque, belt or band with embossed panels
DOI: 10.25549/inscriptifact-ouc111106832
title: Samaria-Sebaste Sherd E207-3707, HUJI E207-3707

description: [Text Description:] Incised Ostracon/Jar Inscription from Samaria-Sebaste, "X" ❧ [Text or Publication Number Note:] HUJI E207-3707 ❧ [Excavation Description:] Found between 1931-1935 during Samaria Joint Expedition ❧ [Medium:] Clay ❧ [Script Note:] Hebrew?, Non-Text ❧ [Physical Object Description:] Incised clay fragment ❧ [Physical Object Note:] Pottery
DOI: 10.25549/inscriptifact-ouc111106874
title: Samaria-Sebaste Sherd E207-3707, HUJI E207-3707

description: [Text Description:] Incised Ostracon/Jar Inscription from Samaria-Sebaste, "X" ❧ [Text or Publication Number Note:] HUJI E207-3707 ❧ [Excavation Description:] Found between 1931-1935 during Samaria Joint Expedition ❧ [Medium:] Clay ❧ [Script Note:] Hebrew?, Non-Text ❧ [Physical Object Description:] Incised clay fragment ❧ [Physical Object Note:] Pottery
DOI: 10.15468/dl.wqkjex
title: Occurrence Download

description: A dataset listing the 282 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is National insect monitoring in Norway",
 "TaxonKey is Mycetophilidae"
 ]
}

 The dataset's 282 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186231-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.