cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.t8h6bs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Synallaxis frontalis)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029494-250802193616735/datasets/export for details.
DOI: 10.15468/dl.kxzydp
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salinomys delicatus"
 ]
}

 The dataset includes 52 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029496-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35111/pk0y-qp29
title: Mixer-6 Transcribed Calls and Interviews

description: <h3>Introduction</h3>
<p>Mixer 6 - CHiME 8 Transcribed Calls and Interviews (LDC2025S07) was developed for the 7th and 8th <a href="https://www.chimechallenge.org/">CHiME (Computational Hearing in Multisource Environments)</a> challenges. It contains 80 hours of English interviews and telephone speech from <a href="../../../LDC2013S03">Mixer 6 Speech (LDC2013S03)</a> with transcripts developed for the CHiME challenges and divided into training, development and test splits. This data was used in <a href="https://www.chimechallenge.org/challenges/chime7/task1/index">CHiME 7 Task 1</a> and <a href="https://www.chimechallenge.org/challenges/chime8/task1/">CHiME 8 Task 1</a> both of which focused on transcription and segmentation across varied recording conditions such as interviews, meetings, and dinner parties, with an emphasis on generalization across recording device types and array topologies.</p>
<p>Mixer 6 Speech was developed by the Linguistic Data Consortium (LDC) and comprises 15,863 hours of audio recordings of interviews, transcript readings and conversational telephone speech involving 594 distinct native English speakers recorded over 14 channels. This material was collected by LDC in 2009 and 2010 as part of the Mixer project, specifically phase 6, the focus of which was on native American English speakers local to the Philadelphia area.</p>
<h3>Data</h3>
<p>The data includes audio from Mixer 6 Speech recorded on 13 microphones for a total of 1063 hours corresponding to 80 hours of speech. The development and test splits are speaker-disjoint from the training data and consist of fully transcribed, multi-microphone interviews. The transcripts were developed in three phases: (1) manual transcription, segmentation and automatic alignment with speech; (2) splitting sessions into sets; and (3) splitting certain sessions from the training set. Each segment was labeled with the speaker, the uttered text, and the start and end times in seconds for that segment.</p>
<p>Audio data is provided as 16 bit FLAC files sampled at 16kHz. All transcripts are released as UTF-8 encoded JSON files.</p>
<h3>Updates</h3>
<p>No updates at this time.</p>
<p> </p>
DOI: 10.5281/zenodo.14237636
title: Data and code for "Assessment of the accuracy in UV index modelling using the UVIOS2 system during the UVC-III campaign"

description: Datasets nd codes that have been used for the paper with tittle "Assessment of the accuracy in UV index modelling using the UVIOS2 system during the UVC-III campaign"
DOI: 10.5281/zenodo.16781118
title: Data and code for "Assessment of the accuracy in UV index modelling using the UVIOS2 system during the UVC-III campaign"

description: Datasets nd codes that have been used for the paper with tittle "Assessment of the accuracy in UV index modelling using the UVIOS2 system during the UVC-III campaign"
DOI: 10.15468/dl.uzsd2q
title: Occurrence Download

description: A dataset containing 56956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stomiopera unicolor)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 56956 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029467-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16781142
title: International Summer School on Non-Target Metabolomics - Group 3 - Microbial

description: 4th International Summer School on - NON-TARGET METABOLOMICS DATA MINING FOR EXPOSOMICS AND NATURAL PRODUCTS RESEARCH

GROUP 3This is the dataset for group 3 based on microbial extracts.
DOI: 10.15468/dl.jbpukv
title: Occurrence Download

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

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029499-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kevfg2
title: Occurrence Download

description: A dataset containing 1331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampanyctus australis"
 ]
}

 The dataset includes 1331 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029498-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3h5w6
title: Occurrence Download

description: A dataset listing the 54017 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 54017 records were derived from 886 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029486-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fscqtt
title: Occurrence Download

description: A dataset containing 413991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-112.23794 40.90319,-111.77462 40.90319,-111.77462 41.24517,-112.23794 41.24517,-112.23794 40.90319))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2021-2025"
 ]
}

 The dataset includes 413991 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029468-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgjvnm
title: Occurrence Download

description: A dataset containing 631288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Strepera graculina)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 631288 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029477-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5wafj
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Streptocitta albertinae)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029500-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15347813
title: Design of a CO2-Based Synthesis Gas Supply Chain under Demand Uncertainty

description: The electrolysis of CO₂ converts CO₂ into value-added products and has the potential to reduce the use of fossil feedstocks by serving as a circular alternative in chemical processes. However, existing literature lacks comprehensive and quantitative analyses of economic, environmental, and governmental factors that can hinder or support its deployment. This study addresses this gap by exploring the potential of CO₂ electrolysis for the production of synthesis gas, syngas, through a supply chain design that integrates long-term decisions on location and infrastructure and medium-term decisions on capacity expansion and aggregate production planning. We identify and quantify time-dependent and uncertain parameters using the Delphi method and employ multi-period planning and robust optimization approaches to consider them, respectively. Moreover, since the environmental impact of syngas is highly dependent on electricity consumption, renewable electricity is utilized with battery support alongside grid electricity. Accordingly, we propose a mixed integer linear programming model to design a supply chain that can serve as a benchmark to make CO₂ electrolysis financially and environmentally viable for syngas production. We conduct a case study on the Benelux region, analyzing different scenarios to derive managerial and design insights. The results show that a design that takes uncertainty into account can reduce syngas production costs by up to 22%. Additionally, renewable electricity supply variability and different grid characteristics across countries may lead to different strategic decisions with higher costs, but increased battery installations and higher government financial support for renewable electricity can help eliminate differences in designs by allowing up to twice the operating hours of electrolyzers and reducing pipeline infrastructure costs by up to a third.
DOI: 10.5281/zenodo.15347812
title: Design of a CO2-Based Synthesis Gas Supply Chain under Demand Uncertainty

description: The electrolysis of CO₂ converts CO₂ into value-added products and has the potential to reduce the use of fossil feedstocks by serving as a circular alternative in chemical processes. However, existing literature lacks comprehensive and quantitative analyses of economic, environmental, and governmental factors that can hinder or support its deployment. This study addresses this gap by exploring the potential of CO₂ electrolysis for the production of synthesis gas, syngas, through a supply chain design that integrates long-term decisions on location and infrastructure and medium-term decisions on capacity expansion and aggregate production planning. We identify and quantify time-dependent and uncertain parameters using the Delphi method and employ multi-period planning and robust optimization approaches to consider them, respectively. Moreover, since the environmental impact of syngas is highly dependent on electricity consumption, renewable electricity is utilized with battery support alongside grid electricity. Accordingly, we propose a mixed integer linear programming model to design a supply chain that can serve as a benchmark to make CO₂ electrolysis financially and environmentally viable for syngas production. We conduct a case study on the Benelux region, analyzing different scenarios to derive managerial and design insights. The results show that a design that takes uncertainty into account can reduce syngas production costs by up to 22%. Additionally, renewable electricity supply variability and different grid characteristics across countries may lead to different strategic decisions with higher costs, but increased battery installations and higher government financial support for renewable electricity can help eliminate differences in designs by allowing up to twice the operating hours of electrolyzers and reducing pipeline infrastructure costs by up to a third.
DOI: 10.21227/dq66-5089
title: "Computer Vision-Based Method for Microplastic Settling Velocity Calculation"

description: "Microplastics (particles \u2264 5 mm) are ubiquitous and persistent, posing threats to ecosystems and human health. Thus, the development of technologies for evaluating their dynamics is crucial. Settling velocity is a critical parameter for predicting the fate of microplastics in aquatic environments. Current methods for computing this metric are highly subjective and lack a standard. The goal of this research is to develop an objective, automated technique employing the technological advances in computer vision. In the laboratory, a camera recorded the trajectories of microplastics as they sank through a water column. The size and settling velocity of each microplastic were calculated using a YOLOv12n-based object detection model. The system was tested with three classes of microplastics and three types of water. Ground truth settling times, recorded manually with a stopwatch, allowed for quantification of the system\u2019s accuracy. When comparing the velocities calculated using the computer vision system to the stopwatch ground truth, the average error across all water types was 5.97% for the 3 mm microplastics, 7.14% for the 4 mm microplastics, and 6.15% for the 5 mm microplastics. This new method will enable the research community to predict microplastic distribution and transport patterns and implement more timely strategies for mitigating pollution."
DOI: 10.15468/dl.9qgrgw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAT9855"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029501-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16781089
title: An extended POLIPHON conversion factor dataset for dust

description: This is an extended dataset of POLIPHON (POlarization LIdar PHOtometer Networking) conversion factors for retrieving dust-related CCN and INP concentration profiles over the world (Mamouri and Ansmann, 2015, 2016). The dataset is derived based on the historical AERONET (Aerosol RObotic NETwork) (Holben et al., 1998) database worldwide using the method from He et al. (2023). The converison factors include C_v_d, C_250_d, C_s_d, C_s_100_d, C_100_d, and X_d, while the corresponding linear Pearson correlation coefficients R_v_d, R_250_d, R_s_d, and R_s_100_d, standard deviation std_v_d, std_250,d, std_s_d, and std_s_100_d, and uncetainty uncertainty_c_100_d and uncertainty_X_d are also provide. In addition, aerosol optical depth (AOD) at 532 nm and Ångström exponent between 440 nm and 870 nm are also provided. The name, latitude, and longitude of each site is provided according to the information from AERONET. Overall, there are 198 AERONET sites included in this data set. Here the L15 conversion factor data set is derived using AERONET level-2.0 AOD product together with level-1.5 aerosol inversion product. Here the L20 conversion factor data set is derived using AERONET level-2.0 AOD product together with level-2.0 aerosol inversion product, which makes much fewer sites with conversion factors available.
DOI: 10.5281/zenodo.8246488
title: An extended POLIPHON conversion factor dataset for dust

description: This is an extended dataset of POLIPHON (POlarization LIdar PHOtometer Networking) conversion factors for retrieving dust-related CCN and INP concentration profiles over the world (Mamouri and Ansmann, 2015, 2016). The dataset is derived based on the historical AERONET (Aerosol RObotic NETwork) (Holben et al., 1998) database worldwide using the method from He et al. (2023). The converison factors include C_v_d, C_250_d, C_s_d, C_s_100_d, C_100_d, and X_d, while the corresponding linear Pearson correlation coefficients R_v_d, R_250_d, R_s_d, and R_s_100_d, standard deviation std_v_d, std_250,d, std_s_d, and std_s_100_d, and uncetainty uncertainty_c_100_d and uncertainty_X_d are also provide. In addition, aerosol optical depth (AOD) at 532 nm and Ångström exponent between 440 nm and 870 nm are also provided. The name, latitude, and longitude of each site is provided according to the information from AERONET. Overall, there are 198 AERONET sites included in this data set. Here the L15 conversion factor data set is derived using AERONET level-2.0 AOD product together with level-1.5 aerosol inversion product. Here the L20 conversion factor data set is derived using AERONET level-2.0 AOD product together with level-2.0 aerosol inversion product, which makes much fewer sites with conversion factors available.
DOI: 10.15468/dl.zzzpkw
title: Occurrence Download

description: A dataset containing 128112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Strepera versicolor)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 128112 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029479-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2j9ge6
title: Occurrence Download

description: A dataset containing 1190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Streptocitta albicollis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1190 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029502-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up2gg9
title: Occurrence Download

description: A dataset containing 2209646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2209646 records from 886 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029482-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frzbpx
title: Occurrence Download

description: A dataset containing 197902264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 197902264 records from 1051 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001450-160623103540712/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/8698671
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.g64xqs
title: Occurrence Download

description: A dataset containing 289238381 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is Africa",
 "Continent is Antarctica",
 "Continent is Asia",
 "Continent is Oceania",
 "Continent is Europe",
 "Continent is North America",
 "Continent is South America"
 ]
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 289238381 records from 3366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323347-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qurgnn
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrodia nipponica"
 ]
}

 The dataset includes 108 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010789-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/g7p-pbe-9qa
title: Mustelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h3g-lht-p6s
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9j2-ztz-9xe
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l49-2pj-ds4
title: Phacops

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9nv-4v2-tjm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sxf-7lb-25e
title: †Proetidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mtp-rh4-34q
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z4z-xnk-nlb
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aw5-bx5-fc9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0vq-455-98r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6a2-57t-6sg
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mqm-m3x-vwl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q15-k3n-82k
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zyg-vrg-f2e
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/16r-dxc-gcw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5j5-eyc-f2e
title: †Protocardia Beyrich, 1845

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e44-8at-rsq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p6j-02d-mhz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zac-l5j-27d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/62a-bwd-8y3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.