cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d0m1kq
title: Occurrence Download

description: A dataset containing 11800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Campylopterus hemileucurus (Deppe, 1830)"
 ]
}

 The dataset includes 11800 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011731-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jk6f9w
title: Occurrence Download

description: A dataset containing 1456 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Raja undulata Lacepède, 1802"
 ]
}

 The dataset includes 1456 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002338-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zadyae
title: Occurrence Download

description: A dataset containing 20 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 Tropidonophis picturatus (Schlegel, 1837)"
 ]
}

 The dataset includes 20 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001237-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.izxeix
title: Occurrence Download

description: A dataset containing 6776 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea arabica L."
 ]
}

 The dataset includes 6776 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011731-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4p2rws
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea longicuspis R.Knuth"
 ]
}

 The dataset includes 141 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021894-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhsjqy
title: Occurrence Download

description: A dataset containing 6753553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((26.7542939189847 1.2186193716968,36.9991642472184 13.6345880476356,41.544901412726 10.038706409249,37.5419388341447 2.16847489881781,35.84576825 -7.80500813595271,36.2528491901947 -16.0144737632128,34.2174444892211 -16.5572483501391,27.5006089760084 -8.95840413317107,26.7542939189847 1.2186193716968))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6753553 records from 1128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010495-240216155721649/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.30161833
title: Effects of Political Statements on Tenure Track Faculty at R1s

description: This is a 2025 study of 250 professors at R1 universities, which looks at the effects of political statements by their university administration on their perceptions of academic freedom.
DOI: 10.6084/m9.figshare.30161833.v1
title: Effects of Political Statements on Tenure Track Faculty at R1s

description: This is a 2025 study of 250 professors at R1 universities, which looks at the effects of political statements by their university administration on their perceptions of academic freedom.
DOI: 10.15468/dl.esqdr5
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016647-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trhucm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kerria japonica",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016648-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcd659
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhinogobius bucculentus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016650-250914085247600/datasets/export for details.
DOI: 10.15468/dl.qp2kkz
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kerria japonica",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016649-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17135567
title: Biospeckle Laser Video Dataset of Seeds: Lactuca sativa sproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17135568
title: Biospeckle Laser Video Dataset of Seeds: Lactuca sativa sproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17156269
title: Evaluation of Lemongrass Oil and Citral as Natural Scolicidal Agents Against Echinococcus granulosus
DOI: 10.5281/zenodo.17156270
title: Evaluation of Lemongrass Oil and Citral as Natural Scolicidal Agents Against Echinococcus granulosus
DOI: 10.5281/zenodo.17137671
title: Biospeckle Laser Video Dataset of Seeds: Lactuca sativa unsproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17137672
title: Biospeckle Laser Video Dataset of Seeds: Lactuca sativa unsproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.15468/dl.mdu9gu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kerria japonica",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016651-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u38qvm
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kerria japonica",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 506 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016652-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epeeer
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kerria japonica",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016653-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h89xc
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chaetobranchus flavescens)",
 "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 144 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016654-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17137711
title: Biospeckle Laser Video Dataset of Seeds: Phaseolus vulgaris unsproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17137712
title: Biospeckle Laser Video Dataset of Seeds: Phaseolus vulgaris unsproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.15468/dl.kcqwer
title: Occurrence Download

description: A dataset containing 1107693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1107693 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016630-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17138131
title: Biospeckle Laser Video Dataset of Seeds: Zea mays unsproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17138132
title: Biospeckle Laser Video Dataset of Seeds: Zea mays unsproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17138199
title: Biospeckle Laser Video Dataset of Seeds: Zea mays sproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17138200
title: Biospeckle Laser Video Dataset of Seeds: Zea mays sproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17138211
title: Biospeckle Laser Video Dataset of Seeds: Seedless

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17138212
title: Biospeckle Laser Video Dataset of Seeds: Seedless

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17154591
title: Anu-3600 Framework: Statistical Validation of Resonance Lattices in Exoplanetary Systems

description: This dataset and report present the Anu-3600 framework, a composite metric for detecting non-random orbital resonance structure in exoplanet systems.

 

The framework computes S = 0.6R + 0.3C + 0.1A, where:

 



R measures resonance closeness to small-integer orbital ratios (m/n ≤ 7/7),

C aligns events to a 3600-year lattice (anchored to transit mid-times where available, else discovery year),

A combines mean eccentricity (quantile-normalized) and transit-timing variation (TTV) flags.


 

 

Using ~26,000 adjacent planet pairs from the NASA Exoplanet Archive (PS & PSCompPars tables, August 2025), the Anu-3600 framework yields:

 



Observed weighted median S ≈ 0.635

Monte Carlo p ≈ 0.003 (N=300 shuffles)

Accuracy: ~100th percentile vs null distribution (i.e., stronger than 99+% of randomized outcomes)


 

 

Robustness checks include:

 



Ablation: S outperforms R-only while preserving significance

Alternative null models: circular shift p ≈ 0.003; within-system shuffle (ultra-conservative) p ≈ 1

Out-of-sample validation: train (<2024) p ≈ 0.003; test (≥2024) p ≈ 0.003

Strengthened inputs: transit-anchored C and eccentricity+TTV anomaly A confirm stability


 

 

This constitutes the first public validation of the Anu-3600 framework as a statistically defensible detector of resonance lattice structure in planetary system architectures.
DOI: 10.5281/zenodo.17154592
title: Anu-3600 Framework: Statistical Validation of Resonance Lattices in Exoplanetary Systems

description: This dataset and report present the Anu-3600 framework, a composite metric for detecting non-random orbital resonance structure in exoplanet systems.

 

The framework computes S = 0.6R + 0.3C + 0.1A, where:

 



R measures resonance closeness to small-integer orbital ratios (m/n ≤ 7/7),

C aligns events to a 3600-year lattice (anchored to transit mid-times where available, else discovery year),

A combines mean eccentricity (quantile-normalized) and transit-timing variation (TTV) flags.


 

 

Using ~26,000 adjacent planet pairs from the NASA Exoplanet Archive (PS & PSCompPars tables, August 2025), the Anu-3600 framework yields:

 



Observed weighted median S ≈ 0.635

Monte Carlo p ≈ 0.003 (N=300 shuffles)

Accuracy: ~100th percentile vs null distribution (i.e., stronger than 99+% of randomized outcomes)


 

 

Robustness checks include:

 



Ablation: S outperforms R-only while preserving significance

Alternative null models: circular shift p ≈ 0.003; within-system shuffle (ultra-conservative) p ≈ 1

Out-of-sample validation: train (<2024) p ≈ 0.003; test (≥2024) p ≈ 0.003

Strengthened inputs: transit-anchored C and eccentricity+TTV anomaly A confirm stability


 

 

This constitutes the first public validation of the Anu-3600 framework as a statistically defensible detector of resonance lattice structure in planetary system architectures.
DOI: 10.15468/dl.rzeww7
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kerria japonica",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016656-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usvra6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kerria japonica",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016657-250914085247600/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/13103210
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.wddjh2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kerria japonica",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016658-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17137709
title: Biospeckle Laser Video Dataset of Seeds: Phaseolus vulgaris sproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.5281/zenodo.17137710
title: Biospeckle Laser Video Dataset of Seeds: Phaseolus vulgaris sproud

description: DATA DESCRIPTION

The dataset is organized into main folders according to the type of sample. Each video file is named following a coding scheme composed of five fields separated by underscores:



(Species)_(Germination State)_(Laser Color)_(Laser Current)_(Camera FPS).mkv

Species (abbreviation): LS, PV, ZM, SL

Germination state: S, U, N

Laser color: R, G = green

Laser current (illumination source): 100 mA, 110 mA, 120 mA

Camera FPS (frames per second): 10 fps, 20 fps, 30 fps

Extension: .mkv corresponds to the video container used in all recordings.
DOI: 10.15468/dl.zz5td4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centropomus poeyi)",
 "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 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016659-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.