cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.my0tpf
title: Occurrence Download

description: A dataset containing 678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helichrysum filicaule Hook.fil.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 678 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033054-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66eew5
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Puya alpestris (Poepp.) Gay"
 ]
}

 The dataset includes 346 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021423-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfui0e
title: Occurrence Download

description: A dataset listing the 97 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de reptiles del Museo de Historia Natural, Universidad de Caldas"
 ]
}

 The dataset's 97 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036460-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upqp2w
title: Occurrence Download

description: A dataset containing 134648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galium debile Desv., Galium pusillum L., Galium spurium L., Galium uliginosum L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 134648 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0158731-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prqp5r
title: Occurrence Download

description: A dataset containing 5909 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Scylla serrata (Forskål, 1775)",
 "TaxonKey is Portunus pelagicus (Linnaeus, 1758)"
 ]
}

 The dataset includes 5909 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019292-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vedwp9
title: Occurrence Download

description: A dataset containing 1951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.13814 50.66398,3.21601 50.66398,3.21601 50.71782,3.16492 50.71782,3.13814 50.71782,3.13814 50.66398))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 1951 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0332006-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gszgrh
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rubus henriquesii Samp."
 ]
}

 The dataset includes 57 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144541-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pz1uov
title: Occurrence Download

description: A dataset containing 81003 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristolochia L."
 ]
}

 The dataset includes 81003 records from 753 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006071-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7kred
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.49879 6.71704,-10.17336 6.71704,-10.17336 7.00536,-10.49879 7.00536,-10.49879 6.71704))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038277-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgyn5y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium F.T.Kützing, 1844",
 "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 ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038279-250525065834625/datasets/export for details.
DOI: 10.15468/dl.4fnp7s
title: Occurrence Download

description: A dataset containing 20403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ajuga genevensis L.",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 20403 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038281-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ysk8-7341
title: "SGCC"

description: "SGCC"
DOI: 10.5281/zenodo.15648292
title: Universal Two-Thirds Quantum Harmonic Suppression: A Fundamental Limit

description: Discovery of universal 2/3 suppression coefficient in quantum harmonic systems
DOI: 10.5281/zenodo.15648293
title: Universal Two-Thirds Quantum Harmonic Suppression: A Fundamental Limit

description: Discovery of universal 2/3 suppression coefficient in quantum harmonic systems
DOI: 10.15468/dl.8348x7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium F.T.Kützing, 1844",
 "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 ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038283-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12142420
title: DRFMD - Diverse and robust dataset for FMD
DOI: 10.15468/dl.p2s3sj
title: Occurrence Download

description: A dataset containing 5399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium angulosum L.",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 5399 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038284-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15314143
title: Dataset for: Modular architecture confers robustness to damage and facilitates recovery in spiking neural networks modeling in vitro neurons

description: This dataset contains calcium imaging data from cultured neuronal networks recorded at six time points relative to a physical injury: before injury (t00_pre_damage), immediately after injury (t01_post_00min), and at 15 minutes (t02_post_15min), 2 hours (t03_post_02h), 6 hours (t04_post_06h), and 24 hours (t05_post_24h) post-injury.

Each directory includes the following files:- **ROI_centers_everything.csv**: First column provides the id for each region of interest (ROI). Second and third columns are the ROI's spatial coordinates (x, y) in pixels. If calibration is needed, the total width and height of the area covered by the ROIs is 6 x 6 mm2. - **spikesData.csv**: List of spike times in a two-column format: `neuron index` (ROI id) and `time` (in seconds).- **traces_smoothed_everything.csv**: First column is time (in seconds). Subsequent columns are the smoothed ΔF/F calcium fluorescence traces for each ROI. Note that the first row specifies ROI id.

The data were used in T. Sumi, A. M. Houben, H. Yamamoto, H. Kato, Y. Katori, J. Soriano, A. Hirano-Iwata, Modular architecture confers robustness to damage and facilitates recovery in spiking neural networks modeling in vitro neurons. Front. Neurosci. 19, 1570783 (2025) to analyze dynamic changes in network activity, functional connectivity, and recovery processes following injury.
DOI: 10.5281/zenodo.15314144
title: Dataset for: Modular architecture confers robustness to damage and facilitates recovery in spiking neural networks modeling in vitro neurons

description: This dataset contains calcium imaging data from cultured neuronal networks recorded at six time points relative to a physical injury: before injury (t00_pre_damage), immediately after injury (t01_post_00min), and at 15 minutes (t02_post_15min), 2 hours (t03_post_02h), 6 hours (t04_post_06h), and 24 hours (t05_post_24h) post-injury.

Each directory includes the following files:- **ROI_centers_everything.csv**: First column provides the id for each region of interest (ROI). Second and third columns are the ROI's spatial coordinates (x, y) in pixels. If calibration is needed, the total width and height of the area covered by the ROIs is 6 x 6 mm2. - **spikesData.csv**: List of spike times in a two-column format: `neuron index` (ROI id) and `time` (in seconds).- **traces_smoothed_everything.csv**: First column is time (in seconds). Subsequent columns are the smoothed ΔF/F calcium fluorescence traces for each ROI. Note that the first row specifies ROI id.

The data were used in T. Sumi, A. M. Houben, H. Yamamoto, H. Kato, Y. Katori, J. Soriano, A. Hirano-Iwata, Modular architecture confers robustness to damage and facilitates recovery in spiking neural networks modeling in vitro neurons. Front. Neurosci. 19, 1570783 (2025) to analyze dynamic changes in network activity, functional connectivity, and recovery processes following injury.
DOI: 10.15468/dl.f3cnta
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium F.T.Kützing, 1844",
 "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 ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038285-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jduzn3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Evotella carnosa (Lindl.) J.C.Manning & Goldblatt",
 "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 ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038288-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15648431
title: MS174 - China Human Trafficking and Slaving Database Project Graph Dataset 01

description: This MS174 dataset is the first dataset made public by the China Human Trafficking and Slaving graph Database project (CHTSDB). CHTSDB is based on a versatile action-centric model and is implemented in a graph database structure. For an overview of the project, please have a look at the README.md file.

The project is also publicly available on Github.

It is the result of an exploration of the first 174 rolls of the official Annals of the Ming Dynasty (the Mingshi 明史). It is based on the edition of the History of the Ming published by Wikisource under CC BY-SA 4.0 license. A very state-centric source focusing on the higher social strata and with little interest in recording the lived experiences of the common people, the Annals of the Ming Dynasty are probably the worst source one could think of to start the CHTSDB project. This first exploration nonetheless yielded an interesting result, shedding light on the extended scope and enduring presence of war capture under the Ming. Providing very little numerical data, this first dataset still allows us to provide a first estimate of 150,000 captives, which in all likelihood are only the tip of the iceberg.

This dataset contains the following:



The six csv files of the MS174 dataset.

The data model description: a detailed description of the graph data structure (labels, property keys, and in some cases list of values). It is our implementation of the GRAM data model.

An import_instructions.md file explaining how to import the dataset into a neo4j desktop instance.

A README.md file providing an overview of the project, its history, conceptual underpinnings, challenges.
DOI: 10.5281/zenodo.15648432
title: MS174 - China Human Trafficking and Slaving Database Project Graph Dataset 01

description: This MS174 dataset is the first dataset made public by the China Human Trafficking and Slaving graph Database project (CHTSDB). CHTSDB is based on a versatile action-centric model and is implemented in a graph database structure. For an overview of the project, please have a look at the README.md file.

The project is also publicly available on Github.

It is the result of an exploration of the first 174 rolls of the official Annals of the Ming Dynasty (the Mingshi 明史). It is based on the edition of the History of the Ming published by Wikisource under CC BY-SA 4.0 license. A very state-centric source focusing on the higher social strata and with little interest in recording the lived experiences of the common people, the Annals of the Ming Dynasty are probably the worst source one could think of to start the CHTSDB project. This first exploration nonetheless yielded an interesting result, shedding light on the extended scope and enduring presence of war capture under the Ming. Providing very little numerical data, this first dataset still allows us to provide a first estimate of 150,000 captives, which in all likelihood are only the tip of the iceberg.

This dataset contains the following:



The six csv files of the MS174 dataset.

The data model description: a detailed description of the graph data structure (labels, property keys, and in some cases list of values). It is our implementation of the GRAM data model.

An import_instructions.md file explaining how to import the dataset into a neo4j desktop instance.

A README.md file providing an overview of the project, its history, conceptual underpinnings, challenges.
DOI: 10.15468/dl.9uwjjh
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vespa velutina Lepeletier, 1836)",
 "DatasetKey is one of (iNaturalist Research-grade Observations)",
 "GadmLevel1Gid is one of (BEL.1_1)"
 ]
}

 The dataset includes 264 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038286-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bd6ren
title: Occurrence Download

description: A dataset containing 8099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vespa velutina Lepeletier, 1836)",
 "DatasetKey is one of (DEMNA-DNE : Early warning system on Introduced Species in Wallonia)",
 "GadmLevel1Gid is one of (BEL.3_1)"
 ]
}

 The dataset includes 8099 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038287-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12142653
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.15468/dl.f6z924
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.49879 6.71704,-10.17336 6.71704,-10.17336 7.00536,-10.49879 7.00536,-10.49879 6.71704))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 10 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038278-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15648472
title: HUKII
DOI: 10.5281/zenodo.15648473
title: HUKII
DOI: 10.15468/dl.v4n7sx
title: Occurrence Download

description: A dataset containing 42826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium oleraceum L.",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 42826 records from 401 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038289-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybzgbd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium F.T.Kützing, 1844",
 "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 ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038291-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cva9kh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Evotella carnosa (Lindl.) J.C.Manning & Goldblatt",
 "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 ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038290-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15648504
title: UIYUI
DOI: 10.5281/zenodo.15648505
title: UIYUI
DOI: 10.15468/dl.ar6jq5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium F.T.Kützing, 1844",
 "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 ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038295-250525065834625/datasets/export for details.
DOI: 10.15468/dl.gd9n89
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is true",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Accipiter badius (Gmelin, 1788)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038293-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.