cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sjx7q6
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.15_1, CHN.31_1, CHN.1_1, CHN.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Iris proantha var. valida (S.S.Chien) Y.T.Zhao"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023178-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcqyx8
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Cochranella resplendens (Lynch & Duellman, 1973)",
 "TaxonKey is Cochranella nola Harvey, 1996"
 ]
 }
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019707-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd2fcd
title: Occurrence Download

description: A dataset containing 245955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lutra lutra (Linnaeus, 1758)"
 ]
}

 The dataset includes 245955 records from 809 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023182-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekys3q
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thouarella crenelata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 69 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019309-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17773092
title: Estimating transport and detectability of Chironex fleckeri eDNA in an open coastal bay

description: The code, data, and animations contained within this github is used to undertake particle releases emulating eDNA and to process associated data.

ParticleRelease - this is the code for releasing particles from set locations with the hydrodynamic model.Visualisation-MapPlots - this is the code for visualising released particles on maps.ParticleDistance - this is the code for determining the distances at which particles travelled from the initial release point for each timestep.BoundaryBoxSummer/Winter - this is the code for determining the relative abudance of particles within a defined area.Log-normalised Relative eDNA particle concentration map plots - this is the code for determining the detectability of eDNA from release locations.Animation S4.1-S4.12 - these are animations of particles releases for all Scenarios.ScenarioA-H_relative_abundance_inside/outsideHSB - these are data associated with the relative abundance of particles within and outside of Horseshoe Bay. Summer/Winter-ParticleDistance - these are data associated with particle distance travelled from source locations. 

The code needed to create the hydrodynamic model for this can be found within the SLIM gitub (https://git.immc.ucl.ac.be/slim/slim/-/wikis/home)

For permission to use this code - please contact Scott Morrissey (scott.morrissey@my.jcu.edu.au)
DOI: 10.15468/dl.etm55r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Megophrys spinata"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019310-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17773091
title: Estimating transport and detectability of Chironex fleckeri eDNA in an open coastal bay

description: The code, data, and animations contained within this github is used to undertake particle releases emulating eDNA and to process associated data.

ParticleRelease - this is the code for releasing particles from set locations with the hydrodynamic model.Visualisation-MapPlots - this is the code for visualising released particles on maps.ParticleDistance - this is the code for determining the distances at which particles travelled from the initial release point for each timestep.BoundaryBoxSummer/Winter - this is the code for determining the relative abudance of particles within a defined area.Log-normalised Relative eDNA particle concentration map plots - this is the code for determining the detectability of eDNA from release locations.Animation S4.1-S4.12 - these are animations of particles releases for all Scenarios.ScenarioA-H_relative_abundance_inside/outsideHSB - these are data associated with the relative abundance of particles within and outside of Horseshoe Bay. Summer/Winter-ParticleDistance - these are data associated with particle distance travelled from source locations. 

The code needed to create the hydrodynamic model for this can be found within the SLIM gitub (https://git.immc.ucl.ac.be/slim/slim/-/wikis/home)

For permission to use this code - please contact Scott Morrissey (scott.morrissey@my.jcu.edu.au)
DOI: 10.15468/dl.fges3v
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Melanitis phedima"
 ]
}

 The dataset includes 733 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019311-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ut9d8n
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhogeessa mira",
 "Year 1979-2025"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019312-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5q6tb
title: Occurrence Download

description: A dataset containing 727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Paris polyphylla"
 ]
}

 The dataset includes 727 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019313-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5we85
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dasystenella austasensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019314-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5338s
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ololygon jureia"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019316-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypbx46
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nyssiodes lefuarius"
 ]
}

 The dataset includes 81 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019317-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pc5pvt
title: Occurrence Download

description: A dataset containing 806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Antheraea yamamai"
 ]
}

 The dataset includes 806 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019319-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bjb9b
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epimeria colemani",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019320-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxdtdj
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Russian Federation",
 "TaxonKey is one of (Malus baccata, Pyrus baccata, Malus baccata baccata, Malus baccata calvillea)"
 ]
}

 The dataset includes 267 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019321-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fe83gy
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Scarabaeoidea (Insecta: Coleoptera) Of The Kaliningrad Region (Russia): The Commented Actual Checklist, Assessment Of Rarity And Notes To Regional Protection"
 ]
}

 The dataset includes 52 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019322-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utq9s4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sechellophryne pipilodryas"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019323-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48us2t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptobrachella kajangensis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019324-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9t52h
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhogeessa gracilis",
 "Year 1997-2025"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019325-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzvkq6
title: Occurrence Download

description: A dataset containing 1152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ranoidea dayi"
 ]
}

 The dataset includes 1152 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019326-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2psxq4
title: CCDC 2496607: Experimental Crystal Structure Determination

description: Related Article: Saleem Iqbal|2025|CSD Communication|||
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.cc2q2z4y
title: CCDC 2505300: Experimental Crystal Structure Determination

description: Related Article: Manik Das|2025|CSD Communication|||
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: 10.15468/dl.uhfh6w
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Sobralia amabilis"
 ]
}

 The dataset includes 194 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019327-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bcbc8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turbonilla taylori",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019328-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aq5ztf
title: Occurrence Download

description: A dataset containing 2903773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((111.357 21.461,115.422 21.461,115.422 24.392,111.357 24.392,111.357 21.461))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2903773 records from 703 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019217-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rg7sa
title: Occurrence Download

description: A dataset containing 32116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageratum conyzoides"
 ]
}

 The dataset includes 32116 records from 680 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019330-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ph9e3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lissoclinum violaceum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019331-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phed7s
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rentapia hosii"
 ]
}

 The dataset includes 67 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019332-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17759278
title: Dataset of "Mpemba effect in self-contained quantum refrigerators: accelerated cooling"

description: This containes the numerical data generated in the study  -  'Mpemba effect in self-contained quantum refrigerators: accelerated cooling'.Authors - Sayan Mondal and Ujjwal Sen.
DOI: 10.5281/zenodo.17759279
title: Dataset of "Mpemba effect in self-contained quantum refrigerators: accelerated cooling"

description: This containes the numerical data generated in the study  -  'Mpemba effect in self-contained quantum refrigerators: accelerated cooling'.Authors - Sayan Mondal and Ujjwal Sen.
DOI: 10.6084/m9.figshare.30747873
title: Barriers to accessing stroke rehabilitation and initiatives to enhance access to stroke rehabilitation in Southeast Asia: a scoping review

description: To identify barriers to, and initiatives for, access to stroke rehabilitation in Southeast Asia (SEA). We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews and synthesised the evidence with Levesque’s patient-centred access framework. We searched Embase, CINAHL, Web of Science, PubMed, and Scopus until 8 August 2025. Of 2,322 records retrieved, 53 reports from seven countries in SEA (2008–2025) were included, with most from Malaysia (<i>n</i> = 18), Singapore (<i>n</i> = 14) and Thailand (<i>n</i> = 9). Common barriers include low awareness among communities and healthcare professionals, preference for traditional and complementary medicine (T&CM), workforce shortages, workforce maldistribution, and long distances. Additionally, limited insurance coverage, high therapy costs, gaps in the continuum of care, survivor comorbidities, lack of motivation and the lack of psychosocial support are prevalent. Reported initiatives included integration of T&CM with biomedical care, inter-country partnerships, community-based rehabilitation, technology-based rehabilitation, use of volunteers and public subsidies. Barriers to accessing stroke rehabilitation in SEA are substantial. Practical, in-country resource actions include inclusive multilingual awareness checklists, clear care protocols, and supervised training of carers and volunteers. Additional implementations should include SMARTER survivor-led plans, basic psychosocial training for professionals, and structured channels for ongoing stakeholder engagement. Access to stroke rehabilitation services in Southeast Asia faces multiple barriers, and systemic health-system deficiencies should be prioritised for transdisciplinary action.The limited awareness of stroke and importance of rehabilitation calls for inclusive public health education programs for all to improve the approachability of stroke rehabilitation services among healthcare professionals and communities.Integration of traditional medicine with biomedical rehabilitation, use of village health volunteers, implementation of telerehabilitation, partnership programs, subsidies, and establishment of community-based programs can improve access to stroke rehabilitation services. Access to stroke rehabilitation services in Southeast Asia faces multiple barriers, and systemic health-system deficiencies should be prioritised for transdisciplinary action. The limited awareness of stroke and importance of rehabilitation calls for inclusive public health education programs for all to improve the approachability of stroke rehabilitation services among healthcare professionals and communities. Integration of traditional medicine with biomedical rehabilitation, use of village health volunteers, implementation of telerehabilitation, partnership programs, subsidies, and establishment of community-based programs can improve access to stroke rehabilitation services.
DOI: 10.15468/dl.6xyff7
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma ternatum (Forssk.) Desc."
 ]
}

 The dataset includes 45 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159246-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mczlxh
title: Occurrence Download

description: A dataset containing 848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.93 42.99,-5.93 43.02,-5.88 43.02,-5.88 42.99,-5.93 42.99))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 848 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014726-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsue5u
title: Occurrence Download

description: A dataset containing 9757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "DatasetKey is Collection of Coleoptera"
 ]
}

 The dataset includes 9757 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003658-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnhurm
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salix arbutifolia Pall."
 ]
}

 The dataset includes 98 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159225-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lqq6hq
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capparis avicenniifolia Kunth"
 ]
}

 The dataset includes 113 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023759-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.