cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uuw4u4
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Polystachya masayensis Rchb.f."
 ]
}

 The dataset includes 143 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006381-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/c6tw-0e89
title: Real-World Travel Time Data from RITIS.org for the Washington, DC Metropolitan Area

description: This dataset provides real-world travel time data from RITIS.org, specifically covering the Washington, DC Metropolitan Area. The data records travel time variations across multiple road segments at 15-minute intervals, reflecting time-dependent traffic patterns. It is primarily used for Electric Vehicle (EV) routing optimization, integrating Deep Reinforcement Learning (DRL), Temporal Multimodal Multivariate Learning (TMML), and the Time-Dependent Shortest Path (TDSP) algorithm. The dataset includes travel times, probability distributions for travel time uncertainties.Bayesian updates can be used based on real-time observations. This dataset supports intelligent transportation systems, enabling real-time decision-making for EV routing, energy management, and dynamic charging infrastructure planning in urban environments.
DOI: 10.15468/dl.j93w6n
title: Occurrence Download

description: A dataset containing 2246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-74.24089 40.58617,-71.31599 40.58617,-71.31599 42.57711,-74.24089 42.57711,-74.24089 40.58617))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laetiporus Murrill, 1904"
 ]
}

 The dataset includes 2246 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006382-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8ka3n
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.55245 38.32316,-3.54215 38.32316,-3.54215 38.32939,-3.55245 38.32939,-3.55245 38.32316))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 67 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006379-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk8ndb
title: Occurrence Download

description: A dataset containing 683656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Portugal, Spain)",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus suber L."
 ]
}

 The dataset includes 683656 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006369-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fg9f29
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Callistachys lanceolata Vent.)",
 "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 530 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006380-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14707514
title: Dataset for a study titled "Face exploration, emotion recognition, and emotional enhancement of memory in relapsing-remitting multiple sclerosis"

description: This dataset contains anonymized scores from 30 individuals with relapsing-remitting multiple sclerosis (PwMS) and 35 healthy control participants on neuropsychological background tests, as well as in experimental tasks assessing visual exploration of facial stimuli through eye tracking, facial emotion recognition, and facial memory recognition. A manuscript based on this dataset, titled "Face Exploration, Emotion Recognition, and Emotional Enhancement of Memory in Relapsing-Remitting Multiple Sclerosis", has been accepted for publication in PLOS One.
DOI: 10.5281/zenodo.14707515
title: Dataset for a study titled "Face exploration, emotion recognition, and emotional enhancement of memory in relapsing-remitting multiple sclerosis"

description: This dataset contains anonymized scores from 30 individuals with relapsing-remitting multiple sclerosis (PwMS) and 35 healthy control participants on neuropsychological background tests, as well as in experimental tasks assessing visual exploration of facial stimuli through eye tracking, facial emotion recognition, and facial memory recognition. A manuscript based on this dataset, titled "Face Exploration, Emotion Recognition, and Emotional Enhancement of Memory in Relapsing-Remitting Multiple Sclerosis", has been accepted for publication in PLOS One.
DOI: 10.21227/hvrc-fy58
title: Real-World Travel Time Data from RITIS.org for the Washington, DC Metropolitan Area

description: This dataset provides real-world travel time data from RITIS.org, specifically covering the Washington, DC Metropolitan Area. The data records travel time variations across multiple road segments at 15-minute intervals, reflecting time-dependent traffic patterns. It is primarily used for Electric Vehicle (EV) routing optimization, integrating Deep Reinforcement Learning (DRL), Temporal Multimodal Multivariate Learning (TMML), and the Time-Dependent Shortest Path (TDSP) algorithm. The dataset includes travel times, probability distributions for travel time uncertainties.Bayesian updates can be used based on real-time observations. This dataset supports intelligent transportation systems, enabling real-time decision-making for EV routing, energy management, and dynamic charging infrastructure planning in urban environments.
DOI: 10.15468/dl.vdwnaj
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anolis maculiventris Boulenger, 1898"
 ]
}

 The dataset includes 629 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006382-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5ws8hz7p
title: MassIVE MSV000097243 - GNPS - Botswana Metsi Chabo Babayani 2025
title: Non-targeted LC-MS/MS analysis of organic matter obtained from PPL, HLB and MCX SPE extracts from water pans and flood plain pools in the Okavango Region. Babayani collected in 2020, Chabo in 2022 and Metsi in 2024. Positive and Negative mode.
DOI: 10.15468/dl.zejvur
title: Occurrence Download

description: A dataset containing 31489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abutilon theophrasti Medik.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31489 records from 530 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006381-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79c6pp
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Trichosanthes cucumerina L."
 ]
}

 The dataset includes 650 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003884-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czffpz
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.07371 -23.86169,30.16951 -23.86169,30.24929 -23.86169,30.24929 -23.69389,30.07371 -23.69389,30.07371 -23.86169))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is NE",
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara L.",
 "Year 1980-2025"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003886-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25452/figshare.plus.25585716.v1
title: CATT F-POD Data - England East

description: These data gathered and contributed to CATT by:Norfolk SeaweedEngland East ~ Equivalent to MMO Marine Plans 3,4 and 5Each site has a unique Site Code of 13 characters GB 050N 005W XXX the first three characters are landmass, the next six are latitude and longitude, the last three identify the specific site.The data set contains files generated by the Chelonia Limited passive acoustic logger, F-POD. The files can be analysed using the freeware available on a link in related materials. This dataset is updated regularly with new recordings.Classification and noise risks are scored from 0 to 11 for each file using ‘Classification Warnings’ (Files & Filters Tab) Quick view or export.Summed risks of 3 or 4 require user evaluation.Summed risks of 5 or 6 likely require special handling.Summed risks of 7 and above are likely highly misleading.The CATT project aims to track trends in the population of those cetacean groups that can be monitored acoustically by logging their echo-location activity using the F-POD instrument made by Chelonia. These groups are porpoises, dolphins and all other toothed whales except the Sperm Whale.Long term population monitoring projects are notoriously difficult to establish using conventional funding streams, so CATT is supported by the participants and by Chelonia Limited. Chelonia is loaning instruments and providing free data curation, some data analysis, and funding for the deployment of F-PODs on some coastal observation sites maintained for other purposes. After 5 years it should be possible to form a clear assessment of the utility of the project and how it might best proceed.The data will become openly available within 6 months of being brought ashore, on the basis that users should notify and acknowledge the participants whose data is used.The data can support various types of analysis and opportunities that will include:Detection of trends over time in levels of cetacean acoustic activity.Insights into local patterns of cetacean activity of particular interest to participating citizen groups.Studies of cetacean acoustic behaviour – F-POD data has already given major insights intoclick-based social communication in riverine and marine dolphins, and in porpoises.Opportunities for Master’s projects and larger academic studies.Opportunities for training in relevant skills including handling and analysing the data set.Opportunities for raising awareness of ocean life.Norfolk Seaweed:NOR Blakeney WB GB053N001EBKW<br>
DOI: 10.25452/figshare.plus.25610559.v3
title: CATT F-POD Data - Wales

description: These data gathered and contributed to CATT by:Natural Resources WalesSwansea UniversityCardigan Bay Marine Wildlife Centre / The Wildlife Trust of South and West Wales<b>Wales</b><i>Equivalent to Natural Resources Wales Plan</i>Each site has a unique Site Code of 13 characters GB 050N 005W XXX the first three characters are landmass, the next six are latitude and longitude, the last three identify the specific site.The data set contains files generated by the Chelonia Limited passive acoustic logger, F-POD. The files can be analysed using the freeware available on a link in related materials. This dataset is updated regularly with new recordings.Classification and noise risks are scored from 0 to 11 for each file using ‘Classification Warnings’ (Files & Filters Tab) Quick view or export.Summed risks of 3 or 4 require user evaluation.Summed risks of 5 or 6 likely require special handling.Summed risks of 7 and above are likely highly misleading.The CATT project aims to track trends in the population of those cetacean groups that can be monitored acoustically by logging their echo-location activity using the F-POD instrument made by Chelonia. These groups are porpoises, dolphins and all other toothed whales except the Sperm Whale.Long term population monitoring projects are notoriously difficult to establish using conventional funding streams, so CATT is supported by the participants and by Chelonia Limited. Chelonia is loaning instruments and providing free data curation, some data analysis, and funding for the deployment of F-PODs on some coastal observation sites maintained for other purposes. After 5 years it should be possible to form a clear assessment of the utility of the project and how it might best proceed.The data will become openly available within 6 months of being brought ashore, on the basis that users should notify and acknowledge the participants whose data is used.The data can support various types of analysis and opportunities that will include:Detection of trends over time in levels of cetacean acoustic activity.Insights into local patterns of cetacean activity of particular interest to participating citizen groups.Studies of cetacean acoustic behaviour – F-POD data has already given major insights intoclick-based social communication in riverine and marine dolphins, and in porpoises.Opportunities for Master’s projects and larger academic studies.Opportunities for training in relevant skills including handling and analysing the data set.Opportunities for raising awareness of ocean life.<b>Natural Resources Wales</b>WAL Skomer MCZ NRW GB051N005WSKM<br><b>Cardigan Bay Marine Wildlife Centre / The Wildlife Trust of South and West Wales</b>WAL CB4 GB052N004WCR4WAL CB5 GB052N004WCR5WAL CB6b GB052N004WCR6<br><b>Swansea University</b>WAL Swansea Station51 GB051N004WS51WAL Swansea Station53 GB051N004WS53WAL Swansea Station59 GB051N004WS59WAL Swansea Station64 GB051N004WS64WAL Swansea Station72 GB051N004WS72WAL Swansea Station132 GB051N004W132<br><br>
DOI: 10.5517/ccdc.csd.cc26smg3
title: CCDC 2049455: Experimental Crystal Structure Determination

description: Related Article: R. Ksiksi, S. Mlayah Bellalouna, Z. Abdelkafi-Koubaa, T. Aissa, N. Marrakchi, N. Srairi-Abid, M. F. Zid |2024|Zh.Neorg.Khim.|69|1065|doi:10.1134/S0036023624600618
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: 10.15468/dl.zf7k7p
title: Occurrence Download

description: A dataset containing 38929 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Misgurnus anguillicaudatus (Cantor, 1842)"
 ]
}

 The dataset includes 38929 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003887-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbr7k5
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.07371 -23.86169,30.16951 -23.86169,30.24929 -23.86169,30.24929 -23.69389,30.07371 -23.69389,30.07371 -23.86169))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is NE",
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara L.",
 "Year 1980-2025"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003890-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72ezdd
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-98.27449 19.31224,-97.89102 19.31224,-97.89102 19.71329,-98.27449 19.71329,-98.27449 19.31224))",
 "HasGeospatialIssue is false",
 "TaxonKey is Caudata"
 ]
}

 The dataset includes 132 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003889-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25452/figshare.plus.28386041
title: MILUV: A Multi-UAV Indoor Localization dataset with UWB and Vision

description: This dataset comprises 217 minutes of flight time over 36 experiments using three quadcopters, collecting ultra-wideband (UWB) ranging data such as the raw timestamps and channel-impulse response data, vision data from a stereo camera and a bottom-facing monocular camera, inertial measurement unit data, height measurements from a laser rangefinder, magnetometer data, and ground-truth poses from a motion-capture system. The UWB data is collected from up to 12 transceivers affixed to mobile robots and static tripods in both line-of-sight and non-line-of-sight conditions. The UAVs flew at a maximum speed of 4.418 m/s in an obstacle-free indoor environment with visual fiducial markers as features.
DOI: 10.15468/dl.t8ptz2
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-98.27449 19.31224,-97.89102 19.31224,-97.89102 19.71329,-98.27449 19.71329,-98.27449 19.31224))",
 "HasGeospatialIssue is false",
 "TaxonKey is Caudata"
 ]
}

 The dataset's 8 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003888-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrq8wr
title: Occurrence Download

description: A dataset containing 3566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus pardus"
 ]
}

 The dataset includes 3566 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003892-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48719/belab.cir_cbi_1623_01
title: Microdata from the Central Credit Register (CIR) and the Central Balance Sheet Data Office (CBI) (CIR_CBI)
title: CIR_CBI

description: The CIR_CBI microdata constitute a database on companies resulting from combining the loans, transaction by transaction, to legal persons declared to the Banco de España's Central Credit Register (CIR) by the reporting institutions, with a set of economic and financial ratios calculated by the Central Balance Sheet Data Office (CB) on the basis of the annual accounts filed by companies with the Mercantile Registries.
description: Source of data: 
 - Information declared according to Circular 1/2013 of the Bank of Spain regarding the Risk Information Center.
 - Information derived from the mandatory deposits of annual accounts in the Commercial Registries, based on the Agreement signed between the Bank of Spain and CORPME.
 Universe: Two different sets of information are provided. The first group consists of non-financial companies resident in Spain from the CB that have loans declared to the CIR. The second group consists of CB companies that do not have loans declared to the CIR. The attribute "CIR_data" allows distinguishing between these two sets of companies.
 Analysis unit: Individual enterprise.
description: Sample. Non-financial companies which submit their annual accounts, from mercantile registries, to Banco de España in the context of the compilation of statistics on Non-Financial Companies.
DOI: 10.15468/dl.hyxmbd
title: Occurrence Download

description: A dataset containing 376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus fusca (Meyer, 1794)"
 ]
}

 The dataset includes 376 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003896-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2uwc9
title: Occurrence Download

description: A dataset containing 9033 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 9033 records from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003893-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjzhf7
title: Occurrence Download

description: A dataset containing 4267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Incilius marmoreus (Wiegmann, 1833)"
 ]
}

 The dataset includes 4267 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003897-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60656/2da5b85cfed94f1e
title: Custom collection of lidar data from Chilbolton between 1 Jan and 31 Dec 2020
DOI: 10.15468/dl.nqqyy3
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus kotiya Deraniyagala, 1956"
 ]
}

 The dataset includes 254 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003898-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.