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

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Wormaldia niiensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002123-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb64j2
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "TaxonKey is Acropora hyacinthus"
 ]
}

 The dataset includes 88 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002124-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nazzu6
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senecio doronicum, Senecio doronicum)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 98 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002125-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25442/hku.31024222
title: Supporting data for 'Toward Advanced Interfacial Materials: Role of Molecular Topology Elucidated in Unified Gels and Hydrolysis-Controlled Porous Polymeric Particles'

description: This thesis reports the findings of two main research projects. The raw and processed data related to these studies are included in this dataset.The first project involved the development of a unified gel system. This system incorporates molecular isomers and analogues with distinct topological structures, enabling direct cross-system comparisons to clarify how topology regulates the material's mechanical and dynamic properties. Supporting data from NMR spectroscopy, mechanical tests, viscoelastic measurements, and DFT simulations are presented.The subsequent project developed an efficient emulsion-templating method for synthesizing porous polymer particles. By controlling the hydrolysis of an amphiphilic block copolymer (PS-b-PGMA), this approach allows for the preparation of porous particles with tunable size, surface roughness, pore size, open/closed porosity, and internal cavity structure during emulsion self-assembly. Supporting data from NMR spectroscopy, SEM, and TEM are provided.
DOI: 10.25442/hku.31024222.v1
title: Supporting data for 'Toward Advanced Interfacial Materials: Role of Molecular Topology Elucidated in Unified Gels and Hydrolysis-Controlled Porous Polymeric Particles'

description: This thesis reports the findings of two main research projects. The raw and processed data related to these studies are included in this dataset.The first project involved the development of a unified gel system. This system incorporates molecular isomers and analogues with distinct topological structures, enabling direct cross-system comparisons to clarify how topology regulates the material's mechanical and dynamic properties. Supporting data from NMR spectroscopy, mechanical tests, viscoelastic measurements, and DFT simulations are presented.The subsequent project developed an efficient emulsion-templating method for synthesizing porous polymer particles. By controlling the hydrolysis of an amphiphilic block copolymer (PS-b-PGMA), this approach allows for the preparation of porous particles with tunable size, surface roughness, pore size, open/closed porosity, and internal cavity structure during emulsion self-assembly. Supporting data from NMR spectroscopy, SEM, and TEM are provided.
DOI: 10.6084/m9.figshare.28139492
title: Global floating algae maps

description: This dataset provides the annual mean and climatological monthly mean distribution of floating algae density in global oceans, including Sargassum fluitans/natans, Ulva prolifera, Sargassum horneri, Trichodesmium, Green Noctiluca, and other dinoflagellates and cyanobacteria, derived from 1.2 million MODIS Aqua Level-2 images spanning 2003 to 2022.
DOI: 10.6084/m9.figshare.28139492.v1
title: Global floating algae maps

description: This dataset provides the annual mean and climatological monthly mean distribution of floating algae density in global oceans, including Sargassum fluitans/natans, Ulva prolifera, Sargassum horneri, Trichodesmium, Green Noctiluca, and other dinoflagellates and cyanobacteria, derived from 1.2 million MODIS Aqua Level-2 images spanning 2003 to 2022.
DOI: 10.6084/m9.figshare.28365440
title: Raw data for Figures

description: Raw data for E-ASMS screening; Raw data for X-ray crystallography
DOI: 10.6084/m9.figshare.28365440.v1
title: Raw data for Figures

description: Raw data for E-ASMS screening; Raw data for X-ray crystallography
DOI: 10.6084/m9.figshare.28382543
title: Disease clusters in multimorbidity: a systematic review and meta-analysis

description: Accompanying data for systematic review and meta-analysis, including cluster-wise data for 20 harmonized diseases
DOI: 10.6084/m9.figshare.28382543.v1
title: Disease clusters in multimorbidity: a systematic review and meta-analysis

description: Accompanying data for systematic review and meta-analysis, including cluster-wise data for 20 harmonized diseases
DOI: 10.6084/m9.figshare.28482329
title: Uncertainty-aware machine learning to predict non-cancer human toxicity for the global chemicals market

description: Predicted points of departure for reproductive/development and general non-cancer toxicity with 95% confidence intervals for 134,014 globally marketed chemicals predicted with "uncertainty-aware" machine learning models using random-forest based conformal prediction models.
DOI: 10.6084/m9.figshare.28482329.v1
title: Uncertainty-aware machine learning to predict non-cancer human toxicity for the global chemicals market

description: Predicted points of departure for reproductive/development and general non-cancer toxicity with 95% confidence intervals for 134,014 globally marketed chemicals predicted with "uncertainty-aware" machine learning models using random-forest based conformal prediction models.
DOI: 10.25442/hku.31047373
title: Supporting data for “CEREBROSPINAL FLUID METABOLOMICS INPATIENTS WITH AND WITHOUT COGNITIVEIMPROVEMENT AFTER LYMPHATIC-VENOUSANASTOMOSIS SURGERY USING COMPLEMENTARYLIQUID CHROMATOGRAPHIC METHODS: FROMCONVENTIONAL METABOLITE BIOMARKERIDENTIFICATION TO COGNITIVE TEST-GUIDEDDISCOVERY USING CHEMOMETRIC APPROACHES”

description: The research establishes a comprehensive CSF metabolomic landscape for Alzheimer’s disease (AD) patients undergoing lymphatic-venous anastomosis (LVA) and introduces a biomarker panel that outperforms current standards. Other than the data shown in the thesis content. These archived data contains the raw data to final processed data of CSF metabolites and biomarkers for differential analysis, and from database search, the filtered and used metabolites for differential analysis, and the summary of standard cocktail analysis with their chemical information
DOI: 10.25442/hku.31047373.v1
title: Supporting data for “CEREBROSPINAL FLUID METABOLOMICS INPATIENTS WITH AND WITHOUT COGNITIVEIMPROVEMENT AFTER LYMPHATIC-VENOUSANASTOMOSIS SURGERY USING COMPLEMENTARYLIQUID CHROMATOGRAPHIC METHODS: FROMCONVENTIONAL METABOLITE BIOMARKERIDENTIFICATION TO COGNITIVE TEST-GUIDEDDISCOVERY USING CHEMOMETRIC APPROACHES”

description: The research establishes a comprehensive CSF metabolomic landscape for Alzheimer’s disease (AD) patients undergoing lymphatic-venous anastomosis (LVA) and introduces a biomarker panel that outperforms current standards. Other than the data shown in the thesis content. These archived data contains the raw data to final processed data of CSF metabolites and biomarkers for differential analysis, and from database search, the filtered and used metabolites for differential analysis, and the summary of standard cocktail analysis with their chemical information
DOI: 10.15468/dl.x2eyzf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((102.676 -1.835821, 102.605701 -1.841387, 102.537131 -1.857946, 102.471979 -1.885092, 102.411846 -1.922157, 102.358213 -1.968228, 102.3124 -2.022172, 102.275536 -2.082661, 102.248528 -2.148207, 102.232042 -2.217195, 102.226486 -2.287929, 102.231999 -2.358666, 102.248445 -2.427665, 102.275422 -2.493226, 102.312266 -2.553735, 102.358072 -2.6077, 102.411712 -2.653793, 102.471865 -2.690876, 102.537049 -2.718038, 102.605657 -2.734607, 102.676 -2.740176, 102.746343 -2.734607, 102.814951 -2.718038, 102.880135 -2.690876, 102.940288 -2.653793, 102.993928 -2.6077, 103.039734 -2.553735, 103.076578 -2.493226, 103.103555 -2.427665, 103.120001 -2.358666, 103.125514 -2.287929, 103.119958 -2.217195, 103.103472 -2.148207, 103.076464 -2.082661, 103.0396 -2.022172, 102.993787 -1.968228, 102.940154 -1.922157, 102.880021 -1.885092, 102.814869 -1.857946, 102.746299 -1.841387, 102.676 -1.835821))"},{"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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002128-260119153935675/datasets/export for details.
DOI: 10.6084/m9.figshare.29996209
title: Multi-regional Input-output Dataset for the UK from 2017 to 2022

description: Brexit has deeply reshaped the UK's domestic supply chain and its trade linkages with the rest of Europe. However, existing multi-regional input-output (MRIO) databases offer very limited resolutions for the UK, particularly post-Brexit. This paper constructs a time-series MRIO dataset for 12 UK International Territorial Level-1 regions covering 105 sectors and 6 final demand categories from 2017 to 2022. The key features of this dataset include: (1) broad industry coverage and up-to-date results; (2) all raw data are sourced from the UK Office for National Statistics (ONS) and are mostly updated on an annual basis. (3) final tables are consistent with official data in terms of values, scope and layout. This dataset supports in-depth analysis of regional supply chains and global value chains, especially the shifts driven by Brexit, COVID-19, refugee waves and international conflicts, along with their economic, social and environmental implications.
DOI: 10.6084/m9.figshare.29996209.v1
title: Multi-regional Input-output Dataset for the UK from 2017 to 2022

description: Brexit has deeply reshaped the UK's domestic supply chain and its trade linkages with the rest of Europe. However, existing multi-regional input-output (MRIO) databases offer very limited resolutions for the UK, particularly post-Brexit. This paper constructs a time-series MRIO dataset for 12 UK International Territorial Level-1 regions covering 105 sectors and 6 final demand categories from 2017 to 2022. The key features of this dataset include: (1) broad industry coverage and up-to-date results; (2) all raw data are sourced from the UK Office for National Statistics (ONS) and are mostly updated on an annual basis. (3) final tables are consistent with official data in terms of values, scope and layout. This dataset supports in-depth analysis of regional supply chains and global value chains, especially the shifts driven by Brexit, COVID-19, refugee waves and international conflicts, along with their economic, social and environmental implications.
DOI: 10.15468/dl.dmtuff
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senecio erucifolius, Senecio erucifolius, Senecio erucifolius, Jacobaea erucifolia)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 204 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002130-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/anpcwz
title: Wykaz otwartych danych artykułu: Seks, młodzież i panika moralna w międzywojennym polskim mieście na przykładzie Tarnowa

description: Niniejszy zbiór danych zawiera listę źródeł, jakie zostały użyte w artykule, jak i również kolekcje linków do bibliotek cyfrowych (głównie jagiellońska biblioteka cyfrowa, ale także i polona.pl) odsyłających do zdigitalizowanych źródeł. Zbiór zawiera także kolekcję linków do bibliotek i repozytoriów cyfrowych odsyłających do literatury przedmiotu użytej do badań. Wskazane w wypisach kolekcje cyfrowe są udostępniane na zasadach Open Access.W artykule podjęto analizę sposobów postrzegania oraz kwestionowania seksualności młodzieży w międzywojennym Tarnowie, średniej wielkości, etnicznie zróżnicowanym mieście II Rzeczypospolitej, ze szczególnym uwzględnieniem roli religii, procesów modernizacyjnych oraz dyskursu publicznego. Na podstawie prasy katolickiej, żydowskiej i świeckiej, a także materiałów wspomnieniowych, zbadano, w jaki sposób seksualność funkcjonowała jednocześnie jako temat tabu oraz źródło paniki moralnej. Publikacje katolickie w szczególny sposób wzmacniały tradycyjne role płciowe, akcentując znaczenie czystości i prokreacji, a zarazem przestrzegając przed wpływem kina, mody i miejskiej nowoczesności. Z kolei prasa żydowska częściej przedkładała kwestie mobilizacji politycznej nad otwartą debatę na temat seksualności. Pomimo instytucjonalnych prób kontroli zachowań intymnych, młodzi ludzie pozyskiwali wiedzę o seksualności poprzez media świeckie, kulturę popularną oraz relacje rówieśnicze, nierzadko negocjując praktyki bardziej liberalne, niż dopuszczały to oficjalne normy. Wspomnienia dodatkowo uwydatniają istotną rolę kobiet w kształtowaniu życia intymnego, komplikując utrwalone współcześnie stereotypy. Tarnów jawi się zatem jako studium przypadku napięć między konserwatywnymi dyskursami religijnymi a zmieniającymi się praktykami intymności w międzywojennej Polsce.
DOI: 10.15468/dl.fnp6u9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.87 -1.832821, 110.799701 -1.838387, 110.731132 -1.854946, 110.665979 -1.882092, 110.605846 -1.919157, 110.552214 -1.965228, 110.506401 -2.019172, 110.469536 -2.079661, 110.442529 -2.145207, 110.426043 -2.214196, 110.420487 -2.284929, 110.426 -2.355666, 110.442446 -2.424665, 110.469423 -2.490226, 110.506267 -2.550735, 110.552073 -2.6047, 110.605713 -2.650793, 110.665865 -2.687876, 110.731049 -2.715038, 110.799658 -2.731607, 110.87 -2.737176, 110.940342 -2.731607, 111.008951 -2.715038, 111.074135 -2.687876, 111.134287 -2.650793, 111.187927 -2.6047, 111.233733 -2.550735, 111.270577 -2.490226, 111.297554 -2.424665, 111.314 -2.355666, 111.319513 -2.284929, 111.313957 -2.214196, 111.297471 -2.145207, 111.270464 -2.079661, 111.233599 -2.019172, 111.187786 -1.965228, 111.134154 -1.919157, 111.074021 -1.882092, 111.008868 -1.854946, 110.940299 -1.838387, 110.87 -1.832821))"},{"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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002133-260119153935675/datasets/export for details.
DOI: 10.15468/dl.2zafpv
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.15.13_1",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, December, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Nycticorax nycticorax, Ixobrychus flavicollis, Botaurus stellaris, Ixobrychus cinnamomeus)",
 "Year 2021-2025"
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002131-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7488/ds/7860
title: Identification of an upper limit to the laser pulse duration in photonic band-edge liquid crystal lasers

description: The supplied data pertain to the graphs presented in "Identification of an upper limit to the laser pulse duration in photonic band-edge liquid crystal lasers". The data are accompanied by a README file which describe in further detail each of the data sets supplied in the Excel file.
DOI: 10.5281/zenodo.18228534
title: Dataset for Multiscale modelling and simulations of the tetrameric metallo–β–lactamase L1 with indole-2-carboxylate inhibitors

description: Files associated with performed simulations, including starting structures, parameters, simulation input files, and short videos of simulation trajectories. 

Simulation files include:



Initial coordinates of the ligands for geometry optimization and RESP calculations in GAUSSIAN

Parameter and starting files for QM/MM calculations of protein–ligand complexes.

Input files for hybrid Monte Carlo Simulations

Parameter, coordinate and input files for MD simulations in GROMACS

Parameter, coordinate and input files for MD simulations in DESMOND


Additionally, short videos are included of simulations showing the close-to-open conformation and the open-to-close conformation.
DOI: 10.5281/zenodo.18228533
title: Dataset for Multiscale modelling and simulations of the tetrameric metallo–β–lactamase L1 with indole-2-carboxylate inhibitors

description: Files associated with performed simulations, including starting structures, parameters, simulation input files, and short videos of simulation trajectories. 

Simulation files include:



Initial coordinates of the ligands for geometry optimization and RESP calculations in GAUSSIAN

Parameter and starting files for QM/MM calculations of protein–ligand complexes.

Input files for hybrid Monte Carlo Simulations

Parameter, coordinate and input files for MD simulations in GROMACS

Parameter, coordinate and input files for MD simulations in DESMOND


Additionally, short videos are included of simulations showing the close-to-open conformation and the open-to-close conformation.
DOI: 10.5281/zenodo.18310097
title: Sesbania punicea (Cav.) Benth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18310098
title: Sesbania punicea (Cav.) Benth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.15468/dl.tv424y
title: Occurrence Download

description: A dataset containing 946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senecio jacobaea, Senecio jacobaea, Senecio jacobaea, Senecio jacobaea, Senecio jacobaea, Senecio jacobaea, Jacobaea vulgaris, Jacobaea vulgaris, Jacobaea vulgaris)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 946 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002134-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14556564
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.4kjuyf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.503 -1.831821, 110.432701 -1.837387, 110.364132 -1.853946, 110.298979 -1.881092, 110.238847 -1.918157, 110.185214 -1.964228, 110.139401 -2.018172, 110.102537 -2.078661, 110.075529 -2.144207, 110.059043 -2.213196, 110.053488 -2.283929, 110.059 -2.354666, 110.075446 -2.423665, 110.102423 -2.489226, 110.139267 -2.549735, 110.185073 -2.6037, 110.238713 -2.649793, 110.298865 -2.686876, 110.364049 -2.714038, 110.432658 -2.730607, 110.503 -2.736176, 110.573342 -2.730607, 110.641951 -2.714038, 110.707135 -2.686876, 110.767287 -2.649793, 110.820927 -2.6037, 110.866733 -2.549735, 110.903577 -2.489226, 110.930554 -2.423665, 110.947 -2.354666, 110.952512 -2.283929, 110.946957 -2.213196, 110.930471 -2.144207, 110.903463 -2.078661, 110.866599 -2.018172, 110.820786 -1.964228, 110.767153 -1.918157, 110.707021 -1.881092, 110.641868 -1.853946, 110.573299 -1.837387, 110.503 -1.831821))"},{"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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002135-260119153935675/datasets/export for details.