cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/n3205j
title: Kanaaupscow pollen dataset

description: Raw data for the Kanaaupscow pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n3h737
title: Kansjön pollen dataset

description: Raw data for the Kansjön pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.p6tjr9
title: Occurrence Download

description: A dataset containing 15 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 (Capra nubiana)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016566-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhvgku
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nonnula amaurocephala)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016567-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n3cj0z
title: Karasye Lake pollen dataset

description: Raw data for the Karasye Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n37t6r
title: Kardashinski Swamp pollen dataset

description: Raw data for the Kardashinski Swamp pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n34144
title: Karginskii Cape Peat Exposure pollen dataset

description: Raw data for the Karginskii Cape Peat Exposure pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.kw5jgh
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 (Capra nubiana)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016568-250802193616735/datasets/export for details.
DOI: 10.15468/dl.jmf48p
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAJ0347"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016569-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n30b1v
title: Kargopolovo Exposure pollen dataset

description: Raw data for the Kargopolovo Exposure pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.5m8b56
title: Occurrence Download

description: A dataset containing 3506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Betula utilis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3506 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016570-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n38h12
title: Katantica pollen dataset

description: Raw data for the Katantica pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n3106m
title: Keele Lake pollen dataset

description: Raw data for the Keele Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.c32d66
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bunocephalus minerim)",
 "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 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016571-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tzsdd
title: Occurrence Download

description: A dataset containing 3140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nonnula frontalis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3140 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016572-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n3gb2k
title: Kegan Lake pollen dataset

description: Raw data for the Kegan Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.rw6y3b
title: Occurrence Download

description: A dataset containing 2948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nonnula rubecula)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2948 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016573-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13020/ch3m-9a63
title: Supporting Data for Enhancing Lettuce Yields using Quantum Dot Films

description: The spectral distribution and intensity of light are critical for crop growth. One strategy is to use spectral shifting filters to passively control both the intensity and the color of transmitted sun-light, and target critical spectral ranges for optimizing photosynthesis. Copper indium sulfide/zinc sulfide (CIS/ZnS) quantum dot films have been commercially developed as spectral shifting films for greenhouses. By downshifting blue light to green and red light through photo-luminescence (PL), these CIS/ZnS films increase the transmission of more useful photons for photosynthesis. Yet, a complete understanding of how film properties impact crop yield has yet to be established. In this work, we simulated CIS/ZnS quantum dot composites at various quantum dot concentrations to determine the influence of spectral shifting on lettuce yields. At the highest concentration of quantum dots, lettuce yields increased by up to 30% relative to plants grown under the standard solar spectrum. However, increasing the amount of PL that escaped the film either by increasing the outcoupling efficiency or the PL quantum yield did not further increase yields due to the transmission of more green light. Therefore, to maximize lettuce yields, CIS/ZnS films should strongly absorb blue light without increasing the transmission of green light, favoring high concentrations of quantum dots and lower outcoupling efficiencies.
description: Five .csv files were used to conduct the simulations and generate the figures reported in the conference proceedings.
DOI: 10.15468/dl.rkarej
title: Occurrence Download

description: A dataset containing 4189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heliotrygon gomesi, Heliotrygon rosai, Paratrygon aiereba, Paratrygon orinocensis, Paratrygon parvaspina, Plesiotrygon iwamae, Plesiotrygon nana, Potamotrygon adamastor, Potamotrygon albimaculata, Potamotrygon amandae, Potamotrygon amazona, Potamotrygon boesemani, Potamotrygon brachyura, Potamotrygon constellata, Potamotrygon falkneri, Potamotrygon garmani, Potamotrygon henlei, Potamotrygon hystrix, Potamotrygon humerosa, Potamotrygon jabuti, Potamotrygon leopoldi, Potamotrygon limai, Potamotrygon magdalenae, Potamotrygon marinae, Potamotrygon marquesi, Potamotrygon motoro, Potamotrygon ocellata, Potamotrygon orbignyi, Potamotrygon pantanensis, Potamotrygon rex, Potamotrygon schroederi, Potamotrygon schuhmacheri, Potamotrygon scobina, Potamotrygon signata, Potamotrygon tatianae, Potamotrygon tigrina, Potamotrygon wallacei, Potamotrygon yepezi)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4189 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016574-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n3bj0n
title: Kellys Hollow pollen dataset

description: Raw data for the Kellys Hollow pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.yyuzrs
title: Occurrence Download

description: A dataset containing 38217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aporia crataegi, Argynnis pandora, Colias croceus, Iphiclides feisthamelii, Issoria lathonia, Leptotes pirithous, Pieris napi, Vanessa cardui, Lampides boeticus, Lycaena phlaeas, Pararge aegeria, Maniola jurtina, Lasiommata megera, Pontia daplidice, Pieris rapae, Celastrina argiolus, Pieris brassicae, Lycaena alciphron, Satyrium esculi, Vanessa atalanta, Coenonympha pamphilus, Pyronia cecilia, Aricia cramera, Polygonia c-album, Pyronia bathseba, Thymelicus sylvestris, Polyommatus icarus, Gonepteryx rhamni, Euchloe crameri, Hipparchia semele, Melitaea didyma, Argynnis paphia, Melitaea deione, Melitaea phoebe, Pyronia tithonus, Hipparchia hermione, Melitaea cinxia, Callophrys rubi, Zerynthia rumina, Melanargia ines, Papilio machaon, Muschampia proto, Thymelicus lineola, Aricia agestis)",
 "Year is greater than or equal to 2015",
 "DecimalLatitude is greater than or equal to 0",
 "DecimalLatitude is less than or equal to 30",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Machine Observation, Observation)"
 ]
}

 The dataset includes 38217 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016575-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7er7p3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bothriochloa pertusa",
 "Country is Antigua and Barbuda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016576-250802193616735/datasets/export for details.
DOI: 10.21233/n36t7t
title: Kellners Lake pollen dataset

description: Raw data for the Kellners Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.f7jmut
title: Occurrence Download

description: A dataset containing 846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bothriochloa pertusa",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 846 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016577-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/vdmh-n119
title: "Generative AI and Circular Economy Practices in Manufacturing Supply Chains: Survey Dataset of 240 Firms"

description: " This dataset contains the responses of 240 manufacturing firms to a structured survey investigating the role of Generative Artificial Intelligence (GAI) in enabling Circular Economy (CE) practices and improving sustainability outcomes.The survey instrument was developed based on validated scales from prior literature, including Generative AI capability measures (Dwivedi et al., 2023) and Circular Economy practice measures (Kirchherr et al., 2018).It captures firm demographics, AI adoption levels, circular practice implementation, sustainability performance metrics, organizational readiness, adoption barriers, and open-ended insights.The dataset supports research on AI-enabled sustainable supply chains, mediation modeling (GAI \u2192 CE \u2192 Performance), and cross-sectoral benchmarking.Data DescriptionFile FormatExcel (.xlsx)generative_ai_ce_survey_responses.xlsx \u2014 full dataset with 240 anonymized firm responsessurvey_summary_statistics.xlsx \u2014 descriptive statistics for all variablessurvey_correlation_matrix.xlsx \u2014 correlation matrixsurvey_regression_results.xlsx \u2014 OLS regression coefficients predicting waste reduction from GAI and CEmediation_results.xlsx \u2014 mediation analysis output (GAI \u2192 CE \u2192 Waste Reduction)Survey StructureSection A \u2013 DemographicsIndustry sector, company size, region, annual revenueSection B \u2013 Generative AI Capabilities (7 items, 5-point Likert)Eco-design, process simulation, production optimization, sustainable packaging, predictive maintenance, supply chain reconfiguration, sustainability-integrated decision-makingSection C \u2013 Circular Economy Practices (9 items, 5-point Likert)Closing loops, slowing loops, narrowing loops, reverse logistics, material recovery, shared resourcesSection D \u2013 Sustainability Performance MetricsWaste reduction (%), energy intensity (MJ\/unit), material recovery rate (%), employee reskilling rate (%), SME supplier inclusion rate (%)Section E \u2013 Readiness and BarriersAI readiness score (1\u20135), adoption barriers (multiple choice)Section F \u2013 Open-Ended QuestionsExamples of GAI improving sustainabilityPolicy or incentives to scale AI\u2013CE practicesData Collection MethodologyPopulation: Manufacturing firms in automotive, electronics, consumer goods, and logisticsSampling frame: Industry directories and LinkedIn company listingsSample size: 240 valid responses (20% response rate)Collection period: [Insert period here]Instrument delivery: Online survey form (Qualtrics)Ethics: All responses anonymized, no personally identifying information collectedPotential UsesQuantitative modeling of GAI adoption impact on CE practices and performanceMediation\/moderation analysis in sustainability researchBenchmarking CE adoption across manufacturing sectorsTeaching dataset for statistics, machine learning, or supply chain management courses"
DOI: 10.15468/dl.kbfa9w
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nonnula sclateri)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 366 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016578-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7auzq
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 (Ambystoma cingulatum)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016580-250802193616735/datasets/export for details.
DOI: 10.15468/dl.hnaqwk
title: Occurrence Download

description: A dataset containing 387345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Fallopia japonica, Euphorbia terracina, Eucalyptus globulus)"
 ]
}

 The dataset includes 387345 records from 1110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016564-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6709
title: Phytomni-SFT
DOI: 10.5281/zenodo.17359367
title: ACEM 10044 - supplementary data
DOI: 10.5281/zenodo.17359368
title: ACEM 10044 - supplementary data
DOI: 10.5281/zenodo.15311242
title: Dissolved Pharmaceutical and Personal Care Product Risk Quotients in Northern Irish Lakes and Rivers during sampling events between 2022 and 2024

description: Beween 2022 and 2024 a synoptic asssessment of 114 dissolved Pharmaceuticals and Personal Care was conducted in Northern Ireland's rivers and lakes. Here we present ecotoxicological risk quotients for the compounds detected (both individually and collectively), with associated positional metadata.  This dataset ecompasses the results from 137 water samples were collected from 50 locations across the River Lagan, River Bush, Dundrum, Lough Neagh, and Lough Erne catchments between December 2022 and February 2024
DOI: 10.5281/zenodo.15311243
title: Dissolved Pharmaceutical and Personal Care Product Risk Quotients in Northern Irish Lakes and Rivers during sampling events between 2022 and 2024

description: Beween 2022 and 2024 a synoptic asssessment of 114 dissolved Pharmaceuticals and Personal Care was conducted in Northern Ireland's rivers and lakes. Here we present ecotoxicological risk quotients for the compounds detected (both individually and collectively), with associated positional metadata.  This dataset ecompasses the results from 137 water samples were collected from 50 locations across the River Lagan, River Bush, Dundrum, Lough Neagh, and Lough Erne catchments between December 2022 and February 2024
DOI: 10.15468/dl.apzk9w
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deroceras caucasicum",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023814-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17359373
title: translate_slovak.csv
DOI: 10.5281/zenodo.17359374
title: translate_slovak.csv
DOI: 10.34740/kaggle/dsv/8577110
title: SolarGeneration
DOI: 10.15468/dl.fuaomb
title: Occurrence Download

description: A dataset containing 1535292674 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1535292674 records from 17961 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001851-171020152545675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/why-zta-tsn
title: Animalia

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