cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3bmq6h
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crenicichla geayi Pellegrin, 1903"
 ]
}

 The dataset includes 260 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110585-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwgsng
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hoplandrothrips hungaricus Priesner, 1961)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042317-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jycvlc
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eryngium armatum (S.Watson) J.M.Coult. & Rose"
 ]
}

 The dataset includes 190 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013337-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gbkby
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Cnidoscolus chayamansa McVaugh"
 ]
}

 The dataset includes 143 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067538-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvm8n6
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "Country is Colombia",
 "TaxonKey is Saguinus oedipus (Linnaeus, 1758)",
 "Year 2011-2021"
 ]
}

 The dataset includes 431 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344093-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nte1to
title: Occurrence Download

description: A dataset containing 503047 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Benin"
 ]
}

 The dataset includes 503047 records from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013329-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnguaj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Coleus amboinicus Lour."
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0347562-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.err6gn
title: Occurrence Download

description: A dataset containing 10003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-135.44458 15.02944,-50.55542 15.02944,-50.55542 48.97056,-135.44458 48.97056,-135.44458 15.02944))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cotinis nitida (Linnaeus, 1764)",
 "Year 1973-2024"
 ]
}

 The dataset includes 10003 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067536-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2h7pe
title: Occurrence Download

description: A dataset containing 1864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-148.01867 19.20101,-48.98133 19.20101,-48.98133 58.79899,-148.01867 58.79899,-148.01867 19.20101))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eleodes hispilabris (Say, 1824)",
 "Year 1973-2023"
 ]
}

 The dataset includes 1864 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067566-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvriev
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferula assa-foetida L."
 ]
}

 The dataset includes 80 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013346-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmn5f8
title: Occurrence Download

description: A dataset containing 4766787 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Geographically tagged INSDC sequences"
 ]
}

 The dataset includes 4766787 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0347568-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btfwtf
title: Occurrence Download

description: A dataset containing 1274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inga densiflora Benth."
 ]
}

 The dataset includes 1274 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042318-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfkwrt
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colias chrysotheme (Esper, 1777)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 559 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067537-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ikjqul
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arthonia ambiguella Nyl."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005692-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5zmvg
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ateles belzebuth É.Geoffroy Saint-Hilaire, 1806"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136535-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23ezjj
title: Occurrence Download

description: A dataset containing 2179 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cerotoma trifurcata (Forster, 1771)"
 ]
}

 The dataset includes 2179 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067556-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8wv46
title: Occurrence Download

description: A dataset containing 91754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Fumaria officinalis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 91754 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013322-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s53sy3
title: Occurrence Download

description: A dataset listing the 295 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Eswatini",
 "DatasetKey is Occurrence records of southern African aquatic biodiversity"
 ]
}

 The dataset's 295 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136515-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yu3dte
title: Occurrence Download

description: A dataset containing 8691 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaeis guineensis Jacq."
 ]
}

 The dataset includes 8691 records from 291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067558-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bylpma
title: Occurrence Download

description: A dataset containing 153734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Tilia ×vulgaris Hayne",
 "TaxonKey is Tilia platyphyllos Scop.",
 "TaxonKey is Tilia cordata Mill."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 153734 records from 609 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013314-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc1j7621
title: CCDC 1407092: Experimental Crystal Structure Determination

description: Related Article: Ulrich Flörke|2015|CSD Communication|||
description: Related Article: Sonja Herres-Pawlis, Angela Metz, Ramona Plothe, Britta Glowacki, Andreas Koszalkowski, Michael Scheckenbach, Andreas Beringer, Thomas Rösener, Janna Michaelis De Vasconcellos, Ulrich Flörke, Alexander Hoffmann|2016|Eur.J.Inorg.Chem.|2016|4974|doi:10.1002/ejic.201600870
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1j76b9
title: CCDC 1407100: Experimental Crystal Structure Determination

description: Related Article: Qiang-Sheng Sun, Hua Zhu, Yong-Jian Chen, Xiao-Di Yang, Xing-Wen Sun and Guo-Qiang Lin|2015|Angew.Chem.,Int.Ed.|54|13253|doi:10.1002/anie.201506206
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1j76cb
title: CCDC 1407101: Experimental Crystal Structure Determination

description: Related Article: Mokhtar Fodili, Bellara Nadjar-Kolli, Marc Vedrenne, Nathalie Saffon-Merceron, Christian Lherbet, Pascal Hoffmann|2015|Khim.Get.Soedin.,SSSR|51|940|doi:10.1007/s10593-015-1801-7
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1j76dc
title: CCDC 1407102: Experimental Crystal Structure Determination

description: Related Article: Mokhtar Fodili, Bellara Nadjar-Kolli, Marc Vedrenne, Nathalie Saffon-Merceron, Christian Lherbet, Pascal Hoffmann|2015|Khim.Get.Soedin.,SSSR|51|940|doi:10.1007/s10593-015-1801-7
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1j76fd
title: CCDC 1407103: Experimental Crystal Structure Determination

description: Related Article: K. Soussi, J. Jung, F. Pointillart, B. Le Guennic, B. Lefeuvre, S. Golhen, O. Cador, Y. Guyot, O. Maury, L. Ouahab|2015|Inorg.Chem.Front.|2|1105|doi:10.1039/C5QI00087D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1j76gf
title: CCDC 1407104: Experimental Crystal Structure Determination

description: Related Article: K. Soussi, J. Jung, F. Pointillart, B. Le Guennic, B. Lefeuvre, S. Golhen, O. Cador, Y. Guyot, O. Maury, L. Ouahab|2015|Inorg.Chem.Front.|2|1105|doi:10.1039/C5QI00087D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1j76hg
title: CCDC 1407105: Experimental Crystal Structure Determination

description: Related Article: K. Soussi, J. Jung, F. Pointillart, B. Le Guennic, B. Lefeuvre, S. Golhen, O. Cador, Y. Guyot, O. Maury, L. Ouahab|2015|Inorg.Chem.Front.|2|1105|doi:10.1039/C5QI00087D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1j76jh
title: CCDC 1407106: Experimental Crystal Structure Determination

description: Related Article: K. Soussi, J. Jung, F. Pointillart, B. Le Guennic, B. Lefeuvre, S. Golhen, O. Cador, Y. Guyot, O. Maury, L. Ouahab|2015|Inorg.Chem.Front.|2|1105|doi:10.1039/C5QI00087D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1j77mm
title: CCDC 1407140: Experimental Crystal Structure Determination

description: Related Article: Peng Yang, Bassem S. Bassil, Zhengguo Lin, Ali Haider, Gabriela Alfaro-Espinoza, Matthias S. Ullrich, Cristian Silvestru, Ulrich Kortz|2015|Chem.-Eur.J.|21|15600|doi:10.1002/chem.201502398
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1j77nn
title: CCDC 1407141: Experimental Crystal Structure Determination

description: Related Article: Peng Yang, Bassem S. Bassil, Zhengguo Lin, Ali Haider, Gabriela Alfaro-Espinoza, Matthias S. Ullrich, Cristian Silvestru, Ulrich Kortz|2015|Chem.-Eur.J.|21|15600|doi:10.1002/chem.201502398
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1j77pp
title: CCDC 1407142: Experimental Crystal Structure Determination

description: Related Article: Peng Yang, Bassem S. Bassil, Zhengguo Lin, Ali Haider, Gabriela Alfaro-Espinoza, Matthias S. Ullrich, Cristian Silvestru, Ulrich Kortz|2015|Chem.-Eur.J.|21|15600|doi:10.1002/chem.201502398
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17250054
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: 10.5517/cc14g930
title: CCDC 1056421: Experimental Crystal Structure Determination

description: Related Article: Crispin Lichtenberg, Inés Garcia Rubio, Liliana Viciu, Mario Adelhardt, Karsten Meyer, Gunnar Jeschke and Hansjörg Grützmacher|2015|Angew.Chem.,Int.Ed.|54|13012|doi:10.1002/anie.201505668
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc14g941
title: CCDC 1056422: Experimental Crystal Structure Determination

description: Related Article: Crispin Lichtenberg, Inés Garcia Rubio, Liliana Viciu, Mario Adelhardt, Karsten Meyer, Gunnar Jeschke and Hansjörg Grützmacher|2015|Angew.Chem.,Int.Ed.|54|13012|doi:10.1002/anie.201505668
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc14g952
title: CCDC 1056423: Experimental Crystal Structure Determination

description: Related Article: Crispin Lichtenberg, Inés Garcia Rubio, Liliana Viciu, Mario Adelhardt, Karsten Meyer, Gunnar Jeschke and Hansjörg Grützmacher|2015|Angew.Chem.,Int.Ed.|54|13012|doi:10.1002/anie.201505668
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1j76kj
title: CCDC 1407107: Experimental Crystal Structure Determination

description: Related Article: Olesya A. Tomashenko, Alexander F. Khlebnikov, Ivan P. Mosiagin, Mikhail S. Novikov, Elena V. Grachova, Julia R. Shakirova, Sergey P. Tunik|2015|RSC Advances|5|94551|doi:10.1039/C5RA17755C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.