cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17034/30230857
title: Dataset for 'Study of thickness distribution on a robotic rotational moulding system by experiment and simulation'

description: For 50 years, robotic systems have automated injection moulding. While rotational moulding is less advanced, recent innovations like ROBOMOULD® have improved its process control. This technology uses a 6-axis robot arm to manipulate the mould, enabling precise control over thickness distribution.<br><br>This dataset is the measurement results from a full factorial study to study the three control parameters (rocking angle, rotations per rock, and robot feed rate or speed) of this robotic rotational moulding system. The moulded parts were produced using an industrial sized fuel tank mould on the robotic moulding system. This study compares experimental and simulated thickness distributions in robotic rotational moulding. A MATLAB-based finite element model predicts thickness distribution based on powder contact time. Results show that robot feeding rate and the interaction between rocking angle and rotations per movement significantly influence thickness distribution. The simplified simulation model accurately predicts trends at higher feeding rates.<br><br>These measurement results can be used to inform future experiments, calibrate simulation models, or validate existing simulations.<br><br>This is the updated version of the dataset, which is available via CC BY 4.0.<br>An earlier less complete version can be found at DOI: 10.17034/2942d476-c73b-4238-8b9b-7800ccbba979
DOI: 10.17034/30230857.v1
title: Dataset for 'Study of thickness distribution on a robotic rotational moulding system by experiment and simulation'

description: For 50 years, robotic systems have automated injection moulding. While rotational moulding is less advanced, recent innovations like ROBOMOULD® have improved its process control. This technology uses a 6-axis robot arm to manipulate the mould, enabling precise control over thickness distribution.<br><br>This dataset is the measurement results from a full factorial study to study the three control parameters (rocking angle, rotations per rock, and robot feed rate or speed) of this robotic rotational moulding system. The moulded parts were produced using an industrial sized fuel tank mould on the robotic moulding system. This study compares experimental and simulated thickness distributions in robotic rotational moulding. A MATLAB-based finite element model predicts thickness distribution based on powder contact time. Results show that robot feeding rate and the interaction between rocking angle and rotations per movement significantly influence thickness distribution. The simplified simulation model accurately predicts trends at higher feeding rates.<br><br>These measurement results can be used to inform future experiments, calibrate simulation models, or validate existing simulations.<br><br>This is the updated version of the dataset, which is available via CC BY 4.0.<br>An earlier less complete version can be found at DOI: 10.17034/2942d476-c73b-4238-8b9b-7800ccbba979
DOI: 10.15468/dl.n52t64
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((173.91127 -39.04636,173.91882 -39.18023,174.2089 -39.13257,174.26605 -39.05306,174.16145 -38.97094,173.91127 -39.04636))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Metrosideros perforata",
 "Year 2010-2025"
 ]
}

 The dataset includes 59 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028930-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnqgy3
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clinopodium acinos",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 317 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028931-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7r7c6t
title: Occurrence Download

description: A dataset containing 566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platycladus orientalis",
 "Year 1970-2025"
 ]
}

 The dataset includes 566 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028928-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2x6p5u
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dasycrotapha pygmaea",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 81 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028932-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17223308
title: Annual Sea-Level Cycle Changes Based on CMIP6 Simulations

description: This data accompanies the manuscript ‘Future Changes in the Annual Sea-Level Cycle, Hermans et al. (2025). The dataset consists of the historical (1993-2022) and future (2071-2100) range and peak month of the annual sea-level cycle derived from CMIP6 models, for four different emissions scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0 and SSP5-8.5). It also contains seasonal and annual mean projected sea-level change (future minus historical) and observational data to compare the CMIP6 simulations with. The CMIP6-based data is provided at the model level (i.e., the provided data are the averages of all initial-condition members available per model).

The code used to produce this data can be found here: https://github.com/Timh37/aslc_intertidal/tree/main.

For the production of this dataset, we acknowledge the World Climate Research Programme, which, through its Working Group on Coupled Modelling, coordinated and promoted CMIP6. We thank the climate modeling groups for producing and making available their model output, the Earth System Grid Federation (ESGF) for archiving the data and providing access, and the multiple funding agencies who support CMIP6 and ESGF.580. We also acknowledge the computing and storage resources provided by the ‘NSF Science and Technology Center (STC) Learning the Earth with Artificial intelligence and Physics (LEAP)‘ (Award #2019625).
DOI: 10.5281/zenodo.17223309
title: Annual Sea-Level Cycle Changes Based on CMIP6 Simulations

description: This data accompanies the manuscript ‘Future Changes in the Annual Sea-Level Cycle, Hermans et al. (2025). The dataset consists of the historical (1993-2022) and future (2071-2100) range and peak month of the annual sea-level cycle derived from CMIP6 models, for four different emissions scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0 and SSP5-8.5). It also contains seasonal and annual mean projected sea-level change (future minus historical) and observational data to compare the CMIP6 simulations with. The CMIP6-based data is provided at the model level (i.e., the provided data are the averages of all initial-condition members available per model).

The code used to produce this data can be found here: https://github.com/Timh37/aslc_intertidal/tree/main.

For the production of this dataset, we acknowledge the World Climate Research Programme, which, through its Working Group on Coupled Modelling, coordinated and promoted CMIP6. We thank the climate modeling groups for producing and making available their model output, the Earth System Grid Federation (ESGF) for archiving the data and providing access, and the multiple funding agencies who support CMIP6 and ESGF.580. We also acknowledge the computing and storage resources provided by the ‘NSF Science and Technology Center (STC) Learning the Earth with Artificial intelligence and Physics (LEAP)‘ (Award #2019625).
DOI: 10.5281/zenodo.17224041
title: Numerical data for AppQSim

description: Numerical data for https://arxiv.org/abs/2503.04298. The description of the different files is given in descriptions.txt.
DOI: 10.5281/zenodo.17224040
title: Numerical data for AppQSim

description: Numerical data for https://arxiv.org/abs/2503.04298. The description of the different files is given in descriptions.txt.
DOI: 10.15468/dl.ubf2q9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clinopodium acinos",
 "Country is Kazakhstan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028933-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17223997
title: Original data of the meteorological model
DOI: 10.5281/zenodo.17223998
title: Original data of the meteorological model
DOI: 10.15468/dl.8d9rrm
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clinopodium acinos",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 191 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028934-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4h5uar
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Cyanobacteria, phototrophic and heterotrophic pico-nanoplankton at station TT012_5-CTD45"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028940-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qwg9f
title: Occurrence Download

description: A dataset listing the 14 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is AUT.5.3_2",
 "TaxonKey is Squamata"
 ]
}

 The dataset's 14 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028914-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rt84wu
title: Occurrence Download

description: A dataset containing 2165 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is HAS-Algae-Cyanobacteria - Coleção Ficológica do HAS"
 ]
}

 The dataset includes 2165 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028935-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7s9nt
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycopodiella cernua",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028936-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8c8uh
title: Occurrence Download

description: A dataset containing 12229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Globicephala macrorhynchus)",
 "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 12229 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028938-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14954621
title: HazeBench: A Novel Dataset for Image and Video Dehazing in Natural Environments

description: Hazy conditions make computer vision tasks difficult, especially when working with real-world videos. Although many video dehazing algorithms have been proposed, their progress is limited by the lack of large, real-world hazy video datasets. To fill this gap, we introduce HazeBench, a dataset compiled from real-world footage captured under various environmental conditions. Unlike many existing datasets, HazeBench does not use ground-truth clear videos, making it more representative of real haze situations. The dataset includes 153 videos (1-15 seconds each) and 65,078 images, grouped into five scene categories: Indoor, Mountains, Night, Road, and Rural Areas. We describe how the dataset was collected, highlight its main features, and show its usefulness through benchmark experiments with video dehazing algorithms. HazeBench provides a valuable resource for developing and testing dehazing methods and supports more reliable computer vision applications in real-world environments.
DOI: 10.5281/zenodo.14954622
title: HazeBench: A Novel Dataset for Image and Video Dehazing in Natural Environments

description: Hazy conditions make computer vision tasks difficult, especially when working with real-world videos. Although many video dehazing algorithms have been proposed, their progress is limited by the lack of large, real-world hazy video datasets. To fill this gap, we introduce HazeBench, a dataset compiled from real-world footage captured under various environmental conditions. Unlike many existing datasets, HazeBench does not use ground-truth clear videos, making it more representative of real haze situations. The dataset includes 153 videos (1-15 seconds each) and 65,078 images, grouped into five scene categories: Indoor, Mountains, Night, Road, and Rural Areas. We describe how the dataset was collected, highlight its main features, and show its usefulness through benchmark experiments with video dehazing algorithms. HazeBench provides a valuable resource for developing and testing dehazing methods and supports more reliable computer vision applications in real-world environments.
DOI: 10.5281/zenodo.15535407
title: Supplementary Dataset for "Loss of macroevolutionary species fitness explains the rise and fall of clades"

description: Supplementary Dataset for "Loss of macroevolutionary species fitness explains the rise and fall of clades"
DOI: 10.5281/zenodo.15535408
title: Supplementary Dataset for "Loss of macroevolutionary species fitness explains the rise and fall of clades"

description: Supplementary Dataset for "Loss of macroevolutionary species fitness explains the rise and fall of clades"
DOI: 10.15468/dl.u5xuvh
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Cyanobacteria, phototrophic and heterotrophic pico-nanoplankton at station TT012_5-CTD85"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028941-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za9k7p
title: Occurrence Download

description: A dataset containing 27520722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Geometry POLYGON((-180 -58,180 -58,180 84,-180 84,-180 -58))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "Month is one of (December, November, October)",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year is 2020"
 ]
}

 The dataset includes 27520722 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028777-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtsv9c
title: Occurrence Download

description: A dataset containing 808127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Perca fluviatilis)",
 "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 808127 records from 593 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028898-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tceqhz
title: Occurrence Download

description: A dataset containing 8090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chloris gayana Kunth)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 8090 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008555-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/4210009701-fra
title: Langues parlées régulièrement par les employés des services de garde d'enfants avec les enfants et les parents, avril 2022, Canada

description: Proportion de fournisseurs de services de garde d’enfants en centre et de fournisseurs de services de garde d’enfants en milieu familial avec et sans permis, selon les langues parlées par les employés avec les enfants et les parents, Canada.
DOI: 10.15468/dl.bz3psz
title: Occurrence Download

description: A dataset containing 866967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Depth is greater than 200m",
 "BasisOfRecord is Machine Observation",
 "HasGeospatialIssue is FALSE",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 866967 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008545-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.12396.69767
title: 073 Tipuluan Br T1 Active Channel Widths
DOI: 10.5517/ccr7gt7
title: CCDC 692379: Experimental Crystal Structure Determination

description: Related Article: L.C.Wieland, E.M.Vieira, M.L.Snapper, A.H.Hoveyda|2009|J.Am.Chem.Soc.|131|570|doi:10.1021/ja8062315
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/ccr7gv8
title: CCDC 692380: Experimental Crystal Structure Determination

description: Related Article: L.C.Wieland, E.M.Vieira, M.L.Snapper, A.H.Hoveyda|2009|J.Am.Chem.Soc.|131|570|doi:10.1021/ja8062315
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/ccr7jgy
title: CCDC 692430: Experimental Crystal Structure Determination

description: Related Article: L.C.Wieland, E.M.Vieira, M.L.Snapper, A.H.Hoveyda|2009|J.Am.Chem.Soc.|131|570|doi:10.1021/ja8062315
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/ccrdlg5
title: CCDC 697297: Experimental Crystal Structure Determination

description: Related Article: L.C.Wieland, E.M.Vieira, M.L.Snapper, A.H.Hoveyda|2009|J.Am.Chem.Soc.|131|570|doi:10.1021/ja8062315
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/ccsflj9
title: CCDC 728051: Experimental Crystal Structure Determination

description: Related Article: V.V.Grushin, W.J.Marshall|2009|J.Am.Chem.Soc.|131|918|doi:10.1021/ja808975a
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/ccsflkb
title: CCDC 728052: Experimental Crystal Structure Determination

description: Related Article: V.V.Grushin, W.J.Marshall|2009|J.Am.Chem.Soc.|131|918|doi:10.1021/ja808975a
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/ccsfllc
title: CCDC 728053: Experimental Crystal Structure Determination

description: Related Article: V.V.Grushin, W.J.Marshall|2009|J.Am.Chem.Soc.|131|918|doi:10.1021/ja808975a
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/ccsflpg
title: CCDC 728056: Experimental Crystal Structure Determination

description: Related Article: V.V.Grushin, W.J.Marshall|2009|J.Am.Chem.Soc.|131|918|doi:10.1021/ja808975a
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.