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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanolagus Kobyliansky, 1986",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((9.7509 37.8496,8.9648 37.5879,8.9648 28.8496,17.9648 28.8496,17.9648 31.4107,15.9933 31.8399,15.7087 32.5876,15.3783 32.8575,13.447 33.3951,12.448 33.3201,11.5958 33.6971,11.3566 34.2292,11.7126 34.4306,11.838 34.8337,11.4958 36.0284,11.2722 36.2509,11.6203 36.7533,11.5006 37.3226,11.1934 37.5676,10.5795 37.5806,9.7509 37.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014120-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15255629
title: he Enemies from Within: Social media, Conspiracy theories and political violence amidst the Gaza War
DOI: 10.17605/osf.io/gj3ak
title: Implementation of a psychological intervention for delirium prevention in elderly inpatients: results of a pilot real life study in internal medicine setting

description: The present research aimed at: (a) estimating delirium incidence in consecutively enrolled inpatients in an internal medicine setting for a period of three months; (b) adding to usual care (which was managed by a multidisciplinary team) a manualized intervention aimed at cognitive stimulation and orientation (here named intervention) to inpatients consecutively enrolled at the internal medicinal inpatients unit in a subsequent period of three months. The intervention was delivered by 3rd to 6th year volunteer medical students, being a type of “volunteer” available in our clinical academic realm, being a hub between patients (who are lay subjects) and clinicians (since they are at middle path of clinical training and familiar with clinical issues/settings without overseeing patients’ health); (c) verifying whether delirium incidence differs between those who received usual care and those who received usual care plus the intervention; (d) assessing cognitive function among those undergoing the intervention; (e) measuring patients’ and students’ satisfaction in the participation to the study. As secondary aim, the research was proposed to allow volunteer medical students developing skills in medical-patient relationship.
DOI: 10.17605/osf.io/zp46t
title: Implementation of a psychological intervention for delirium prevention in elderly inpatients: results of a pilot real life study in internal medicine setting

description: The present research aimed at: (a) estimating delirium incidence in consecutively enrolled inpatients in an internal medicine setting for a period of three months; (b) adding to usual care (which was managed by a multidisciplinary team) a manualized intervention aimed at cognitive stimulation and orientation (here named intervention) to inpatients consecutively enrolled at the internal medicinal inpatients unit in a subsequent period of three months. The intervention was delivered by 3rd to 6th year volunteer medical students, being a type of “volunteer” available in our clinical academic realm, being a hub between patients (who are lay subjects) and clinicians (since they are at middle path of clinical training and familiar with clinical issues/settings without overseeing patients’ health); (c) verifying whether delirium incidence differs between those who received usual care and those who received usual care plus the intervention; (d) assessing cognitive function among those undergoing the intervention; (e) measuring patients’ and students’ satisfaction in the participation to the study. As secondary aim, the research was proposed to allow volunteer medical students developing skills in medical-patient relationship.
DOI: 10.15468/dl.7drgqz
title: Occurrence Download

description: A dataset containing 55919 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)"
 ]
 }
 },
 "TaxonKey is Vicia sativa L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 55919 records from 423 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014111-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tee3c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanolagus Kobyliansky, 1986",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((17.9648 28.8496,8.9648 28.8496,8.9648 19.8496,17.9648 19.8496,17.9648 28.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014121-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29207015.v1
title: Supplementary file.zip

description: While large language models (LLMs) have shown promise in clinical decision support, existing prompting strategies often rely on single-pass reasoning and lack mechanisms for verifying or correcting diagnostic conclusions, resulting in suboptimal performance in diagnostic tasks. To address this, we introduce a novel“Initial Diagnosis–Verification–Final Diagnosis”prompting framework that guides LLMs through a structured two-stage reasoning process.<br>We designed four verification prompting strategies and evaluated their diagnostic performance across 589 MedQA-USMLE cases and 300 NEJM Case Records, using both GPT-4o and DeepSeek-V3. Each case underwent five diagnostic repetitions, with both diagnoses and reasoning chains recorded. Our results demonstrate that the verification prompting strategy can substantially optimize LLM diagnostic performance across multiple dimensions, including improving accuracy, enhancing consistency, reducing uncertainty, correcting initial diagnostic errors, and minimizing reasoning illusions and errors, thus demonstrating promising applicability in medical diagnostics.<br>We believe this framework offers a practical and scalable approach to improving the reliability of LLM-driven medical diagnostics.
DOI: 10.15468/dl.jfq58u
title: Occurrence Download

description: A dataset containing 477524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phleum pratense L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 477524 records from 2387 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014113-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15558005
title: 240221-alumina-CAR24001.rwd and 240221-alumina-CAR24001-recovery.rwd

description: Reology data for printing paste used to prepare CAR24001 structures (oscillation measurement) and Reology data for printing paste used to prepare CAR24001 structures (recovery measurement)
DOI: 10.5281/zenodo.15558006
title: 240221-alumina-CAR24001.rwd and 240221-alumina-CAR24001-recovery.rwd

description: Reology data for printing paste used to prepare CAR24001 structures (oscillation measurement) and Reology data for printing paste used to prepare CAR24001 structures (recovery measurement)
DOI: 10.15468/dl.aq4jnh
title: Occurrence Download

description: A dataset containing 1120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alhagi maurorum Medik.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1120 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010452-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynyg85
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-8.8018 33.6743,-9.0352 33.4562,-9.0352 28.8496,-0.0352 28.8496,-0.0352 36.4794,-0.2209 36.3968,-1.3537 36.1876,-1.6551 35.769,-2.0234 35.5842,-2.5138 35.6803,-2.6212 36.2387,-2.9881 36.451,-3.4424 36.249,-3.506 35.7605,-4.4004 35.671,-4.7609 35.8337,-4.8512 36.1709,-5.2296 36.4083,-6.2415 36.1841,-7.168 34.4152,-8.8018 33.6743))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010453-250525065834625/datasets/export for details.
DOI: 10.15468/dl.38sx2h
title: Occurrence Download

description: A dataset containing 3101037 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anas crecca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 3101037 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049705-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9xgt5
title: Occurrence Download

description: A dataset containing 727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oniscidae",
 "Year 1999-2001",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 727 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049852-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebmnzu
title: Occurrence Download

description: A dataset containing 26703 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nicrophorus vespilloides"
 ]
}

 The dataset includes 26703 records from 460 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049849-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/4srlie
title: Replication data for: banco de dados de avaliação de clima escola, saúde mental e comportamentos de risco em adolescentes 2019

description: Banco de dados de 420 adolescentes escolares de 12 a 18 anos, coletados em 2019 avaliando clima escolar, saúde mental, percepção de popularidade, bullying e dados sociodemográficos.
DOI: 10.34740/kaggle/dsv/14628793
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.16933585
title: Mangrove3D: Terrestrial Laser Scanning Dataset for Coastal Mangrove Forests

description: Mangrove3D is a terrestrial laser scanning (TLS) dataset collected in spring 2024 on Babeldaob Island, Palau (7°31′49″N, 134°33′53″E). The study sites are coastal stands of Rhizophora mangroves with dense prop-root networks and multilayered canopies.

Data were acquired using a Canopy Biomass LiDAR v2.0 (CBL), based on a SICK LMS 151 scanner (905 nm), mounted on a rotating stage and inverted on a surface elevation table (SET) arm to maximize ground returns. Each scan covers 360° × 270° at 0.25° angular resolution, captured in 33 s. At each benchmark site, 8 scans were collected at 45° intervals; scans with obvious errors were removed.

The dataset contains 39 scans from 7 benchmarks (31.3 M points; 0.5–0.9 M per scan). Points are labeled into six classes: Ground & Water, Stem, Canopy, Root, Object, and Void. We recommend using 30 scans (sites #1–5) for training/validation and 9 scans (sites #6–7) for testing.

Mangrove3D provides one of the first open TLS datasets targeting mangrove ecosystems, offering high-density 3D geometry for segmentation, biomass estimation, and coastal blue-carbon research.

Dataset Highlights





High-resolution TLS dataset dedicated to Body-level semantic segmentation of mangrove forests – one of the first open-access 3D datasets capturing coastal Rhizophora stands. Points annotated into ground, stem, canopy, root, object, and void classes.




Benchmark for occlusion-rich forests – inverted scanner geometry provides nadir and zenith coverage in dense, self-occluding vegetation.
DOI: 10.25934/pr00012533.0
title: Available datapackage for study 'A Handheld Microchip for GC Analysis of Breath to Screen for COVID-19'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.6084/m9.figshare.31150706
title: Mutations in SARS-CoV-2 spike protein identified by mass spectrometry based phylogenetics and their structural and functional consequences

description: The structural and functional consequences of mutations located throughout the S1 and S2 subunit domains of spike protein among omicron and D614G-mutant originating forms of the SARS-CoV-2 virus are examined. These structural mutations were identified by a mass-based phylogenetics approach. The T95I mutation, located in the S1 N-terminal domain, and the T547K mutation of the receptor-binding domain both help to stabilise the spike protein structure and contribute to viral fitness in omicron variants. The D796Y within the N-terminal portion of the S2 subunit, also stabilises the protein, while the effects of Q954H and N969K combine to reduce infectivity through displacement of the backbone of the heptad repeat 2 (HR2) region. The N856K mutation, within the fusion peptide region, introduces a stabilising H-bond at residue T572 that both alters the S1/S2 interaction and hampers conformational change resulting in a mixed stabilisation effect.
DOI: 10.6084/m9.figshare.31150706.v1
title: Mutations in SARS-CoV-2 spike protein identified by mass spectrometry based phylogenetics and their structural and functional consequences

description: The structural and functional consequences of mutations located throughout the S1 and S2 subunit domains of spike protein among omicron and D614G-mutant originating forms of the SARS-CoV-2 virus are examined. These structural mutations were identified by a mass-based phylogenetics approach. The T95I mutation, located in the S1 N-terminal domain, and the T547K mutation of the receptor-binding domain both help to stabilise the spike protein structure and contribute to viral fitness in omicron variants. The D796Y within the N-terminal portion of the S2 subunit, also stabilises the protein, while the effects of Q954H and N969K combine to reduce infectivity through displacement of the backbone of the heptad repeat 2 (HR2) region. The N856K mutation, within the fusion peptide region, introduces a stabilising H-bond at residue T572 that both alters the S1/S2 interaction and hampers conformational change resulting in a mixed stabilisation effect.
DOI: 10.15468/dl.m2n75w
title: Occurrence Download

description: A dataset containing 3146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monomorium triviale, Odontomachus monticola, Pachycondyla nigrita, Nylanderia amia, Paraparatrechina opaca, Paraparatrechina sauteri, Pheidole fervens, Pheidole fervida, Pheidole hongkongensis, Pheidole nodifera, Pheidole noda, Pheidole pieli, Pheidole taipoana, Pheidole zoceana, Plagiolepis pallescens, Polyrhachis armata, Polyrhachis debilis, Polyrhachis halidayi, Polyrhachis jianghuaensis, Polyrhachis laevigata, Polyrhachis latona, Polyrhachis lucidula, Polyrhachis shixingensis, Polyrhachis thompsoni, Polyrhachis thrinax, Polyrhachis tibialis, Polyrhachis tyrannica, Polyrhachis wolfi, Prenolepis naoroji, Recurvidris recurvispinosa, Rhopalomastix omotoensis, Rotastruma stenoceps, Solenopsis jacoti, Tapinoma indicum, Technomyrmex antennus, Technomyrmex brunneus, Technomyrmex elatior, Technomyrmex horni, Tetramorium kraepelini, Tetramorium nipponense, Tetramorium tonganum, Tetraponera microcarpa, Tetraponera modesta, Tetraponera nitida, Paratrechina flavipes, Lasius niger, Chronoxenus wroughtonii, Camponotus japonicus, Camponotus kiusiuensis, Camponotus quadrinotatus, Camponotus vitiosus, Polyrhachis dives, Polyrhachis hippomanes, Polyrhachis lamellidens, Oecophylla smaragdina)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3146 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000181-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggrhr7
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Geometry POLYGON((96.35 2.25,98.55 2.25,98.55 5,96.35 5,96.35 2.25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2001-2024"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000182-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc6xxzz
title: CCDC 206552: Experimental Crystal Structure Determination

description: Related Article: Guillem Aromí, Andrei S. Batsanov, Paul Christian, Madeleine Helliwell, Andrew Parkin, Simon Parsons, Andrew A. Smith, Grigore A. Timco, Richard E. P. Winpenny|2003|Chem.-Eur.J.|9|5142|doi:10.1002/chem.200304993
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/cc6xxww
title: CCDC 206549: Experimental Crystal Structure Determination

description: Related Article: Guillem Aromí, Andrei S. Batsanov, Paul Christian, Madeleine Helliwell, Andrew Parkin, Simon Parsons, Andrew A. Smith, Grigore A. Timco, Richard E. P. Winpenny|2003|Chem.-Eur.J.|9|5142|doi:10.1002/chem.200304993
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/cc7315j
title: CCDC 211456: Experimental Crystal Structure Determination

description: Related Article: Guillem Aromí, Andrei S. Batsanov, Paul Christian, Madeleine Helliwell, Andrew Parkin, Simon Parsons, Andrew A. Smith, Grigore A. Timco, Richard E. P. Winpenny|2003|Chem.-Eur.J.|9|5142|doi:10.1002/chem.200304993
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/cc6xxxx
title: CCDC 206550: Experimental Crystal Structure Determination

description: Related Article: Guillem Aromí, Andrei S. Batsanov, Paul Christian, Madeleine Helliwell, Andrew Parkin, Simon Parsons, Andrew A. Smith, Grigore A. Timco, Richard E. P. Winpenny|2003|Chem.-Eur.J.|9|5142|doi:10.1002/chem.200304993
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/cc6xxyy
title: CCDC 206551: Experimental Crystal Structure Determination

description: Related Article: Guillem Aromí, Andrei S. Batsanov, Paul Christian, Madeleine Helliwell, Andrew Parkin, Simon Parsons, Andrew A. Smith, Grigore A. Timco, Richard E. P. Winpenny|2003|Chem.-Eur.J.|9|5142|doi:10.1002/chem.200304993
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/cc6xy01
title: CCDC 206553: Experimental Crystal Structure Determination

description: Related Article: Guillem Aromí, Andrei S. Batsanov, Paul Christian, Madeleine Helliwell, Andrew Parkin, Simon Parsons, Andrew A. Smith, Grigore A. Timco, Richard E. P. Winpenny|2003|Chem.-Eur.J.|9|5142|doi:10.1002/chem.200304993
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/cc6xy12
title: CCDC 206554: Experimental Crystal Structure Determination

description: Related Article: Guillem Aromí, Andrei S. Batsanov, Paul Christian, Madeleine Helliwell, Andrew Parkin, Simon Parsons, Andrew A. Smith, Grigore A. Timco, Richard E. P. Winpenny|2003|Chem.-Eur.J.|9|5142|doi:10.1002/chem.200304993
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.