cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ebhp87
title: Occurrence Download

description: A dataset containing 685720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bougainvillea spectabilis, Mirabilis nyctaginea, Boerhavia coccinea, Mollugo verticillata, Paramollugo nudicaulis, Anredera vesicaria, Basella alba, Portulaca grandiflora, Pereskia aculeata, Opuntia cochenillifera, Selenicereus triangularis, Selenicereus undatus, Epiphyllum oxypetalum, Cereus repandus, Impatiens balsamina, Impatiens walleriana, Oldenlandiopsis callitrichoides, Spermacoce eryngioides, Spermacoce exilis, Spermacoce ocymifolia, Spermacoce prostrata, Spermacoce tenuior, Spermacoce verticillata, Spermadictyon suaveolens, Spigelia anthelmia, Ochrosia elliptica, Rauvolfia tetraphylla, Tabernaemontana elegans, Cameraria latifolia, Nerium oleander, Euploca procumbens, Heliotropium europaeum, Heliotropium indicum, Trichodesma indicum, Trichodesma zeylanicum, Myosotis arvensis, Cuscuta approximata, Ipomoea aquatica, Ipomoea batatas, Ipomoea carnea fistulosa, Ipomoea setosa, Ipomoea trifida, Argyreia nervosa, Cestrum elegans, Cestrum nocturnum, Brunfelsia brasiliensis, Nicotiana alata, Nicotiana longiflora, Nicotiana plumbaginifolia, Solanum aculeatissimum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 685720 records from 3695 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024461-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/pyjbo9
title: Freshwater fish records via iRecord - additional species

description: Species records for freshwater fish from datasets made available via iRecord and verified by the Freshwater Fish Recording Scheme. This dataset supplements the main iRecord dataset (dr1851) and includes species in genera Anguilla, Lampetra and Petromyzon (for technical reasons those genera are not included in the main dataset). Records are from datasets stored within the Indicia data warehouse hosted by the Biological Records Centre - these records may originate from direct addition of records to iRecord, or via other datasets that have been added to other Indicia-hosted surveys.
DOI: 10.15468/h6nbqe
title: Silphidae Recording Scheme - data verified via iRecord

description: This dataset contains species records for carrion, burying and sexton beetles and relatives (Coleoptera: Silphidae) that have been verified by the recording scheme. Records are from datasets made available for verification via iRecord - these records may originate from direct contribution of records to iRecord, or via other datasets that have been shared with iRecord for verification purposes.
Most records are recent, since 2012, but records from older datasets that have been uploaded recently for verification purposes will also be included.
DOI: 10.15468/2g3nyq
title: Bryophyte records via iRecord

description: Dataset contains bryophyte records for Britain and Ireland that have been entered and verified through iRecord. These mostly originate with unstructured, ad hoc sampling, although some records may also come from more stuctured or semi-structured recording programmes.
DOI: 10.3535/zt4-km9-5d4
title: Oxycanus toxopeusi (Viette, 1956)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/yvgrpk
title: Weevil and Bark Beetle records via iRecord

description: This dataset contains all weevil and bark beetle records available via iRecord - these records may originate from direct addition of records to iRecord, or via other datasets that have been made available via iRecord for verification purposes. Some of the records are unverified and this needs to be taken into account in any use of this data.
DOI: 10.15468/iwy9yi
title: Diptera records from iRecord for families not covered by a recording scheme

description: This dataset contains records collated via iRecord for a set of 40 Diptera families that are not included in any national recording scheme. Most of the records are unverified and this needs to be taken into account in any use of this data.
DOI: 10.15468/2v8r3b
title: Sawfly (Symphyta) records from iRecord

description: This dataset contains species records for sawflies that have been verified via iRecord. Records may originate from direct addition of records to iRecord, or via other datasets that have been added to iRecord for verification purposes.
DOI: 10.15468/h5fjud
title: KiEco Freshwater Ecology: River Macrophytes

description: Macrophytes (water plants visible to the naked eye) can indicate the impact of pressures such as increased nutrients, flow pressures, channel alterations etc. The species present and their abundance give an indication as to the health of a river. This dataset is made up of species lists and their percentage cover value for each survey conducted across Wales by Natural Resources Wales and former Environment Agency Wales. These surveys are conducted as part of on-going monitoring of river water quality for legislative requirements and to meet business drivers.
DOI: 10.15468/dl.ekd2kj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xenocypris yunnanensis)",
 "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/0086128-250717081556266/datasets/export for details.
DOI: 10.15468/dl.4swnka
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gmelina arborea)",
 "Year 1720-1769",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086129-250717081556266/datasets/export for details.
DOI: 10.17632/2vhkmzpmmy
title: Snow surface parameters from PRISMA data

description: This dataset has been used in the manuscript titled “Snow Surface Parameters from PRISMA Data in the Alps and Their Implications for Radiative Forcing” and provides snow property parameters retrieved from PRISMA hyperspectral imagery acquired over Plateau Rosa (Aosta Valley, European Alps) following a Saharan dust deposition event in July 2024. The parameters include mineral dust concentration, snow grain size, broadband albedo, and instantaneous radiative forcing. These were estimated using a supervised learning approach based on the K-Nearest Neighbors (KNN) algorithm, which was applied to match observed spectra with a reference library generated using the BioSNICAR radiative transfer model. The dataset also includes Asymptotic Radiative Transfer (S-ART) model (S-ART) outputs and in situ measurements collected during a dedicated field campaign. These data support the investigation of the effects of light-absorbing impurities on snow radiative properties, contributing to the improvement of climate and hydrological modeling in high-altitude environments.
DOI: 10.17632/2vhkmzpmmy.1
title: Snow surface parameters from PRISMA data

description: This dataset has been used in the manuscript titled “Snow Surface Parameters from PRISMA Data in the Alps and Their Implications for Radiative Forcing” and provides snow property parameters retrieved from PRISMA hyperspectral imagery acquired over Plateau Rosa (Aosta Valley, European Alps) following a Saharan dust deposition event in July 2024. The parameters include mineral dust concentration, snow grain size, broadband albedo, and instantaneous radiative forcing. These were estimated using a supervised learning approach based on the K-Nearest Neighbors (KNN) algorithm, which was applied to match observed spectra with a reference library generated using the BioSNICAR radiative transfer model. The dataset also includes Asymptotic Radiative Transfer (S-ART) model (S-ART) outputs and in situ measurements collected during a dedicated field campaign. These data support the investigation of the effects of light-absorbing impurities on snow radiative properties, contributing to the improvement of climate and hydrological modeling in high-altitude environments.
DOI: 10.15468/dl.w4ysyx
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anastatus",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 117 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002257-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rsj59
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ramphotrigon megacephalum",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 616 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002258-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18779652
title: Preparing Thai ICT Students for Global Communication: The Role of Intercultural Peer Learning
DOI: 10.5281/zenodo.18779653
title: Preparing Thai ICT Students for Global Communication: The Role of Intercultural Peer Learning
DOI: 10.15468/dl.vb7pxr
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Stegastes nigricans"
 ]
}

 The dataset includes 303 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002260-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cxyfx
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lygodactylus wetzeli)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002261-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcyfjg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesocomys",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002263-260225131425191/datasets/export for details.
DOI: 10.18738/t8/svsxdd
title: CMG GEM Simulation Datasets for Underground Hydrogen Storage

description: The dataset consists of 3,300 paired inputs and outputs, designed to serve as a benchmark subsurface multiphase flow problem for scientific machine‑learning models training in the context of underground hydrogen storage. 
Each input includes both field features and scalar parameters, and each output contains gas saturation and pressure‑buildup (psi) fields across 12 simulation time steps.

## Dataset structure
Field inputs have shape [3300, 192, 64, 3], where the last dimension corresponds to horizontal permeability kh (mD), porosity, and kv/kh.
Scalar inputs have shape [3300, 7], with the final dimension representing injection rate Q (scf/day), krw_max, krg_max, S_wi, S_gr, m, and n.
Output fields for gas saturation and pressure buildup each have shape [3300, 192, 64, 12], where 12 denotes the number of simulation time steps.
description: If you use these datasets for academic research, you are encouraged to cite our paper.
DOI: 10.15468/dl.skeggv
title: Occurrence Download

description: A dataset containing 1528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ramphotrigon ruficauda",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1528 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002265-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18470606
title: ResearchData for Article: Modeling the Impact of Tributary Debris Flow on a Confluence in Southeast Tibet Plateau, China

description: This database contains the raw data for Original Research Paper "Modeling the Impact of Tributary Debris Flow on a Confluence in Southeast Tibet Plateau, China". The data are fully described in the manuscript submitted to Journal of Hydrology: Weipeng Hou, Chendi Zhang, Peng Cui, Carlo Gualtieri, 2026. Modeling the Impact of Tributary Debris Flow on a Confluence in Southeast Tibet Plateau, China. (submitted)

This database mainly includes: Sediment transport rate over the fan and over the riverbed with the discharge ratio between the tributary and mainstream ranging from 0.17 to 0.83.
DOI: 10.5281/zenodo.18470607
title: ResearchData for Article: Modeling the Impact of Tributary Debris Flow on a Confluence in Southeast Tibet Plateau, China

description: This database contains the raw data for Original Research Paper "Modeling the Impact of Tributary Debris Flow on a Confluence in Southeast Tibet Plateau, China". The data are fully described in the manuscript submitted to Journal of Hydrology: Weipeng Hou, Chendi Zhang, Peng Cui, Carlo Gualtieri, 2026. Modeling the Impact of Tributary Debris Flow on a Confluence in Southeast Tibet Plateau, China. (submitted)

This database mainly includes: Sediment transport rate over the fan and over the riverbed with the discharge ratio between the tributary and mainstream ranging from 0.17 to 0.83.
DOI: 10.15468/dl.vmth5b
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((97.70244 1.52026,98.91342 0.34152,100.98558 0.59275,100.81966 2.75015,99.72519 3.62204,98.22817 4.14848,96.72122 4.12002,97.70244 1.52026))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pongo"
 ]
}

 The dataset includes 555 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002266-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44uag4
title: Occurrence Download

description: A dataset containing 498054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-12-31",
 "EventDate is less than or equal to 2026-01-30",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 498054 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002242-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjwk7j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of ()",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Elevation is greater than 1m",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245191-200613084148143/datasets/export for details.
DOI: 10.15468/dl.zgsk9r
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040322-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbdmpn
title: Occurrence Download

description: A dataset containing 652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tessaratoma papillosa (Drury, 1770)"
 ]
}

 The dataset includes 652 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244996-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e567ds
title: Occurrence Download

description: A dataset containing 1350367025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1350367025 records from 8566 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112966-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc99k26
title: CCDC 277297: Experimental Crystal Structure Determination

description: Related Article: D.Cardell, G.Hogarth, S.Faulkner|2006|Inorg.Chim.Acta|359|1321|doi:10.1016/j.ica.2005.08.034
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/cc99k37
title: CCDC 277298: Experimental Crystal Structure Determination

description: Related Article: D.Cardell, G.Hogarth, S.Faulkner|2006|Inorg.Chim.Acta|359|1321|doi:10.1016/j.ica.2005.08.034
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/cc6n1ql
title: CCDC 198019: Experimental Crystal Structure Determination

description: Related Article: Wai Kin Chan, Ching Sum Hui, Ka Yan Kitty Man, Kai Wing Cheng, Hei Ling Wong, Nianyong Zhu, A.B.Djurisic|2005|Coord.Chem.Rev.|249|1351|doi:10.1016/j.ccr.2004.10.006
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/cc6n1rm
title: CCDC 198020: Experimental Crystal Structure Determination

description: Related Article: Wai Kin Chan, Ching Sum Hui, Ka Yan Kitty Man, Kai Wing Cheng, Hei Ling Wong, Nianyong Zhu, A.B.Djurisic|2005|Coord.Chem.Rev.|249|1351|doi:10.1016/j.ccr.2004.10.006
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/cc96cc6
title: CCDC 274237: Experimental Crystal Structure Determination

description: Related Article: G.Stajer, A.E.Szabo, P.Sohar, A.Csampai, R.Sillanpaa|2006|J.Mol.Struct.|784|239|doi:10.1016/j.molstruc.2005.09.011
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/cc97mx1
title: CCDC 275463: Experimental Crystal Structure Determination

description: Related Article: G.Stajer, A.E.Szabo, P.Sohar, A.Csampai, R.Sillanpaa|2006|J.Mol.Struct.|784|239|doi:10.1016/j.molstruc.2005.09.011
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/cc8qq0p
title: CCDC 260152: Experimental Crystal Structure Determination

description: Related Article: U.Mukhopadhyay, I.Bernal|2006|Cryst.Growth Des.|6|363|doi:10.1021/cg050537u
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/ccb16tc
title: CCDC 299082: Experimental Crystal Structure Determination

description: Related Article: O.Kuhl, B.Walfort, T.Ruffer|2006|Cryst.Growth Des.|6|366|doi:10.1021/cg050603s
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.