cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ksh328
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Esterhazya campestris Spix ex Mart."
 ]
}

 The dataset includes 39 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214946-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6coqgs
title: Occurrence Download

description: A dataset containing 6845 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Carpobrotus edulis (L.) L.Bolus, 1927",
 "TaxonKey is Carpobrotus edulis (L.) N.E.Br.",
 "TaxonKey is Carpobrotus edulis subsp. edulis",
 "TaxonKey is Carpobrotus edulis var. chrysophthalmus C.D.Preston & P.D.Sell",
 "TaxonKey is Carpobrotus edulis var. rubescens Druce",
 "TaxonKey is Carpobrotus edulis subsp. parviflorus Wisura & Glen"
 ]
}

 The dataset includes 6845 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012081-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xa9y5z
title: Occurrence Download

description: A dataset containing 18330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-181.99967 7.36423,-23.22948 7.36423,-23.22948 70.84229,-181.99967 70.84229,-181.99967 7.36423))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tamias striatus (Linnaeus, 1758)",
 "Year 1970-2021"
 ]
}

 The dataset includes 18330 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231584-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pkpnu
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anemia patens Mickel & Labiak"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229458-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsqcop
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Cathorops mapale Betancur-R. & Acero P., 2005"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012082-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buzqzz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Palombitrema heteroancistrium Price & Bussing, 1968"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226123-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfj76g
title: Occurrence Download

description: A dataset containing 2152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters is greater than or equal to 5059.0",
 "TaxonKey is Astrantia major L."
 ]
}

 The dataset includes 2152 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238980-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpnnzb
title: Occurrence Download

description: A dataset containing 35190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-144.05982 16.06243,-31.50663 16.06243,-31.50663 61.06243,-144.05982 61.06243,-144.05982 16.06243))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Harmonia axyridis (Pallas, 1773)"
 ]
}

 The dataset includes 35190 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231558-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfijf0
title: Occurrence Download

description: A dataset containing 1004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Tillandsia usneoides (L.) L."
 ]
}

 The dataset includes 1004 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012082-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsv5qu
title: Occurrence Download

description: A dataset containing 26619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is BRA.24_1",
 {
 "or" : [
 "TaxonKey is Polypodiopsida",
 "TaxonKey is Lycopodiopsida"
 ]
 }
 ]
}

 The dataset includes 26619 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011692-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w99hy7
title: Occurrence Download

description: A dataset containing 5497 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Albizia lebbeck (L.) Benth."
 ]
}

 The dataset includes 5497 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260208-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzpzap
title: Occurrence Download

description: A dataset containing 2022 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribución geográfica de algunas especies de los géneros Coryphantha (Engelm.) Lem. y Mammillaria Haw. (Cactaceae)"
 ]
}

 The dataset includes 2022 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259257-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nczcgh
title: Occurrence Download

description: A dataset containing 12524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1899-2019",
 "TaxonKey is Dicranum majus Turner"
 ]
}

 The dataset includes 12524 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012084-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u72cub
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Tapirus pinchaque (Roulin, 1829)"
 ]
}

 The dataset includes 55 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195393-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edm734
title: Occurrence Download

description: A dataset containing 60662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Procyonidae"
 ]
}

 The dataset includes 60662 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240576-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbzdxm
title: Occurrence Download

description: A dataset containing 4973 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Data from CRSN herbarium digitization initiative under BID-funded project"
 ]
}

 The dataset includes 4973 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014927-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dordlb
title: Occurrence Download

description: A dataset containing 7045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "Year 1979-2018",
 "Geometry POLYGON((-87.59408 41.73084,-87.58558 40.56225,-85.27094 40.568,-85.45655 41.67234,-86.10801 41.80225,-87.59408 41.73084))",
 "HasCoordinate is true",
 "TaxonKey is Passerina cyanea (Linnaeus, 1766)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7045 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012085-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5chw2n
title: Occurrence Download

description: A dataset containing 49086011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.62891 8.75479,-83.84766 -7.36247,-79.10156 -56.17002,-48.86719 -58.81374,-31.99219 -36.03133,-26.36719 9.1021,-77.69531 19.31114,-79.62891 8.75479))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49086011 records from 5575 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263267-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17578144
title: Shallow-water bottom reflectance from five islands and reefs at different distances from the 2022 Tonga volcanic eruption center (2019-2025)

description: The retrieved shallow-water bottom reflectance (GeoTIFF) across five distance-gradient islands near the 2022 Tonga eruption from 2019 to 2025, and the pycharm source code for time series analysis based on these data
DOI: 10.5281/zenodo.17578145
title: Shallow-water bottom reflectance from five islands and reefs at different distances from the 2022 Tonga volcanic eruption center (2019-2025)

description: The retrieved shallow-water bottom reflectance (GeoTIFF) across five distance-gradient islands near the 2022 Tonga eruption from 2019 to 2025, and the pycharm source code for time series analysis based on these data
DOI: 10.5281/zenodo.18463610
title: Beth Dodd Farm (LiDAR) December 29 2025

description: This orthomosaic of Asan-Maina, Guam was created from 54 images taken on December 29 2025, at 200ft AGL, with a DJI Matrice 350 . The mission was planned using the DJI Pilot application and post-processed using DJI Terra.

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.15468/dl.nzu6rq
title: Occurrence Download

description: A dataset containing 17966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polygala chamaebuxus, Chamaebuxus alpestris)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 17966 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008769-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/gxa69nr0
title: ConvNeXt

description: The dataset used in this paper is a convolutional neural network (CNN) model, specifically ConvNeXt.
DOI: 10.57702/d449onsa
title: BCI datasets

description: The dataset used in this paper for brain-computer interface tasks
DOI: 10.57702/err22jku
title: Topological Word Delay Embeddings

description: The dataset used in the paper is a collection of text samples, including a valid argument, an invalid argument with circular logic, and a randomly generated text with a regular grammatical structure.
DOI: 10.57702/w6u2ju9n
title: Building a Truly Distributed Constraint Solver with JADE

description: The distributed constraint solver application is based on a local search algorithm called Distributed Penalty-driven Local search (DisPeL) as its underlying constraint solver.
DOI: 10.57702/m6xk79fj
title: Mining parallel data from comparable corpora

description: This research explores new methodologies for mining parallel data from previously obtained comparable corpora.
DOI: 10.57702/m9dqlrfq
title: Feedforward Network of Spiking Neurons

description: The dataset used in the paper describes the evolution of the probability density function in a feedforward network of spiking neurons.
DOI: 10.57702/8r8kadik
title: CMS Trigger Rate Monitoring Dataset

description: The CMS trigger rate monitoring dataset is used for anomaly detection tasks.
DOI: 10.57702/17xh9i96
title: Udaan B2B E-commerce Dataset

description: The dataset used in this paper is a comprehensive dataset of customer purchase history, product listings, and brand interactions.
DOI: 10.57702/15cvt77k
title: Amino acid sequences

description: Amino acid sequences used in experiments
DOI: 10.57702/2j8avwvc
title: RefDrop

description: The dataset used in the paper for consistent image generation and video generation.
DOI: 10.5281/zenodo.15665531
title: Physics-Encoded model
DOI: 10.5281/zenodo.15665532
title: Physics-Encoded model
DOI: 10.57702/lvz7q2ql
title: NQ

description: An open-domain QA dataset that consists of a question, a retrieved article, a selected paragraph from the article, and a short answer inferable from the paragraph.
DOI: 10.57702/5mbf8orw
title: UniDiff

description: UniDiff is a unified vision-language model that integrates discriminative and generative capabilities in vision-language tasks.
DOI: 10.57702/dbtlc6t4
title: Seungjeongwon Corpus

description: The Seungjeongwon corpus is a historical corpus that contains the diary of a royal secretary from the Joseon Dynasty, with annotated named entities and punctuation markers.
DOI: 10.57702/t2j1wa1t
title: Deblur-Test

description: Deblur-Test dataset for image deblurring
DOI: 10.57702/6df5lul8
title: BDD100K Dataset

description: BDD100K Dataset is a large-scale dataset for autonomous driving, containing 100,000 images, with 20,000 images for training and 80,000 images for testing.
DOI: 10.57702/td77i0tp
title: SUN Attribute Dataset

description: The SUN attribute dataset is a collection of images of scenes.
DOI: 10.57702/jjqj61w1
title: Common Voice Spoken Sentence Similarity

description: The Common Voice Spoken Sentence Similarity dataset was created based on the test set of the English subset of Common Voice. To get the similarity of every pair of sentences in the original test set, two pretrained SimCSE models, that is, sup-simcse-roberta-large and sup-simcse-bert-large-uncased3 were used.
DOI: 10.6084/m9.figshare.30992242
title: Quantum magnetic <i>J</i>-oscillators

description: Zero-field nuclear magnetic resonance (NMR) offers magnet-free access to nuclear spin–spin (scalar <i>J</i>) couplings, which define an intrinsic, molecule-specific frequency scale. However, the transient nature of zero-field NMR signals constrain spectral resolution and frequency stability. Here we introduce quantum <i>J</i>-oscillators that exploit <i>J</i>-couplings in molecules to produce phase-coherent continuous oscillations. Operated in zero magnetic field and driven by a digital feedback, they generate sub-hertz to a few tens of hertz frequencies. In a proof-of-principle experiment on [<sup>15</sup>N]-acetonitrile, the oscillator achieves a 340 uHz linewidth over 3600 s, more than two orders of magnitude narrower than in conventional zero-field NMR. This methodology may facilitate precision measurements of <i>J</i>-coupling constants and enables discrimination of molecules whose zero-field NMR spectra are otherwise difficult to resolve. In addition, the combination of strongly coupled spin systems and programmable feedback turns <i>J</i>-oscillators into a compact tabletop platform for exploring nonlinear spin dynamics, including chaos and dynamical phase transitions. By uniting high-resolution spectroscopy and controllable quantum dynamics in a single, magnet-free setup, <i>J</i>-oscillators open new opportunities for applications where ultraprecise frequency references or molecular fingerprints are required.
DOI: 10.6084/m9.figshare.30992242.v3
title: Quantum magnetic <i>J</i>-oscillators

description: Zero-field nuclear magnetic resonance (NMR) offers magnet-free access to nuclear spin–spin (scalar <i>J</i>) couplings, which define an intrinsic, molecule-specific frequency scale. However, the transient nature of zero-field NMR signals constrain spectral resolution and frequency stability. Here we introduce quantum <i>J</i>-oscillators that exploit <i>J</i>-couplings in molecules to produce phase-coherent continuous oscillations. Operated in zero magnetic field and driven by a digital feedback, they generate sub-hertz to a few tens of hertz frequencies. In a proof-of-principle experiment on [<sup>15</sup>N]-acetonitrile, the oscillator achieves a 340 uHz linewidth over 3600 s, more than two orders of magnitude narrower than in conventional zero-field NMR. This methodology may facilitate precision measurements of <i>J</i>-coupling constants and enables discrimination of molecules whose zero-field NMR spectra are otherwise difficult to resolve. In addition, the combination of strongly coupled spin systems and programmable feedback turns <i>J</i>-oscillators into a compact tabletop platform for exploring nonlinear spin dynamics, including chaos and dynamical phase transitions. By uniting high-resolution spectroscopy and controllable quantum dynamics in a single, magnet-free setup, <i>J</i>-oscillators open new opportunities for applications where ultraprecise frequency references or molecular fingerprints are required.
DOI: 10.57702/ncsq7uwr
title: ImageNet-1k and ImageNet-100

description: The dataset used in the paper is ImageNet-1k and ImageNet-100, which are large-scale image classification datasets.
DOI: 10.6084/m9.figshare.30992242.v2
title: Quantum magnetic <i>J</i>-oscillators

description: Zero-field nuclear magnetic resonance (NMR) offers magnet-free access to nuclear spin–spin (scalar <i>J</i>) couplings, which define an intrinsic, molecule-specific frequency scale. However, the transient nature of zero-field NMR signals constrain spectral resolution and frequency stability. Here we introduce quantum <i>J</i>-oscillators that exploit <i>J</i>-couplings in molecules to produce phase-coherent continuous oscillations. Operated in zero magnetic field and driven by a digital feedback, they generate sub-hertz to a few tens of hertz frequencies. In a proof-of-principle experiment on [<sup>15</sup>N]-acetonitrile, the oscillator achieves a 340 uHz linewidth over 3600 s, more than two orders of magnitude narrower than in conventional zero-field NMR. This methodology may facilitate precision measurements of <i>J</i>-coupling constants and enables discrimination of molecules whose zero-field NMR spectra are otherwise difficult to resolve. In addition, the combination of strongly coupled spin systems and programmable feedback turns <i>J</i>-oscillators into a compact tabletop platform for exploring nonlinear spin dynamics, including chaos and dynamical phase transitions. By uniting high-resolution spectroscopy and controllable quantum dynamics in a single, magnet-free setup, <i>J</i>-oscillators open new opportunities for applications where ultraprecise frequency references or molecular fingerprints are required.
DOI: 10.15468/dl.9xgpdt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.691867 24.271838, 88.61483699999999 24.266261, 88.539725 24.249669, 88.468395 24.222474, 88.40262 24.185353, 88.344026 24.139227, 88.294061 24.085241, 88.25395 24.024734, 88.224672 23.959202, 88.206934 23.890266, 88.201155 23.819627, 88.207458 23.749025, 88.225669 23.680198, 88.255323 23.614836, 88.295675 23.554542, 88.345724 23.500794, 88.404234 23.454905, 88.469768 23.417998, 88.540722 23.390973, 88.615362 23.374489, 88.691867 23.36895, 88.768371 23.374489, 88.843011 23.390973, 88.913965 23.417998, 88.979499 23.454905, 89.03801 23.500794, 89.088058 23.554542, 89.12841 23.614836, 89.158064 23.680198, 89.176275 23.749025, 89.18257800000001 23.819627, 89.176799 23.890266, 89.15906099999999 23.959202, 89.129783 24.024734, 89.089673 24.085241, 89.03970700000001 24.139227, 88.98111400000001 24.185353, 88.91533800000001 24.222474, 88.844009 24.249669, 88.768896 24.266261, 88.691867 24.271838))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080252-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/a6m37xue
title: MVBench

description: A comprehensive multi-modal video understanding benchmark.