cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3v72es
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Deladenus siricidicola Bedding, 1968)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074063-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u66nwd
title: Occurrence Download

description: A dataset containing 2458575914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2458575914 records from 46361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004326-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5f47h75b
title: MassIVE MSV000100885 - Identification of a component of the Tubulin Poly-glutamylase Complex required for phosphoinositide homeostasis and cilium assembly and maintenance
title: The tubulin poly-glutamylase complex (TPGC) is comprised of TTLL1 and at least five associated proteins that promote the addition of glutamate residues to carboxy-terminal tails of tubulin subunits comprising microtubules. Despite its discovery two decades ago, the enzyme has been refractory to characterization owing to its complex multimeric nature and the inability to detect poly-glutamylase activity after assembling the six-subunit complex. We now show that TPGC is the key enzyme driving centriolar and ciliary poly-glutamylation. We identified two additional TPGC subunits, TBC1D19 and KIAA1841, and showed that both components play an essential role in the assembly of the eight-subunit holo-enzyme. We were able to reconstitute the activity of TPGC with all eight subunits. TBC1D19 and KIAA1841 were essential for TPGC activity, and loss of TBC1D19 strongly compromised multiple tubulin modifications, including axonemal poly-glutamylation. TBC1D19 loss also abolished transport of Arl13b and other ciliary membrane proteins, abrogating primary cilium assembly. Structural predictions suggested an essential role for TBC1D19 and KIAA1841 in complex assembly, microtubule binding, and preferential poly-glutamylation of alpha-tubulin. We found that TBC1D19 loss abrogated the ciliary localization of phosphatidyl inositol phosphatase, INPP5E, which coincided with cilium instability. Ciliogenesis in TBC1D19 null cells could be restored through inhibition of a specific phosphatidyl inositol phosphate (PIP) kinase, PIP5K1c, suggesting that TBC1D19 is required to maintain PIP homeostasis during ciliogenesis. Collectively, our data show that TPGC is a multi-functional enzyme essential for cilium assembly and maintenance. This entry contains the raw mass spectrometric data, methods and results for the affinity purification of TBC1D19.
DOI: 10.6084/m9.figshare.31366105
title: MIT(IS) Thesis - Deductive Thematic Analysis Table & Figures

description: This study develops a structured framework to guide how organisations can use Generative AI to enhance customer experience and personalisation in marketing responsibly and effectively. While many firms are adopting generative AI, its unguided use can create risks, undermine trust, and lead to inconsistent outcomes. Using a qualitative approach with semi-structured interviews from 15 marketing professionals, the research applies Service-Dominant Logic (SDL) as a theoretical lens and identifies eight themes that inform a seven-layered framework. The findings show that generative AI creates value not as a standalone tool, but as a process enhancer that depends on strong organisational foundations, ethical governance, and structured decision-making. The resulting framework outlines the necessary conditions, capabilities, customer touchpoints, and feedback mechanisms needed for value co-creation, offering marketers practical guidance on implementing AI in a way that is strategic, trustworthy, and continuously refined to improve customer experience and personalisation.
DOI: 10.6084/m9.figshare.31366105.v1
title: MIT(IS) Thesis - Deductive Thematic Analysis Table & Figures

description: This study develops a structured framework to guide how organisations can use Generative AI to enhance customer experience and personalisation in marketing responsibly and effectively. While many firms are adopting generative AI, its unguided use can create risks, undermine trust, and lead to inconsistent outcomes. Using a qualitative approach with semi-structured interviews from 15 marketing professionals, the research applies Service-Dominant Logic (SDL) as a theoretical lens and identifies eight themes that inform a seven-layered framework. The findings show that generative AI creates value not as a standalone tool, but as a process enhancer that depends on strong organisational foundations, ethical governance, and structured decision-making. The resulting framework outlines the necessary conditions, capabilities, customer touchpoints, and feedback mechanisms needed for value co-creation, offering marketers practical guidance on implementing AI in a way that is strategic, trustworthy, and continuously refined to improve customer experience and personalisation.
DOI: 10.15468/dl.eexsp2
title: Occurrence Download

description: A dataset containing 5301 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A dataset for vascular plant diversity monitoring for the natural World Heritage site on Amami-Oshima Island, Tokunoshima Island, and the northern Okinawa Island"
 ]
}

 The dataset includes 5301 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027992-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69axe5
title: Occurrence Download

description: A dataset containing 79672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Mimas tiliae"
 ]
}

 The dataset includes 79672 records from 538 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027971-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxdm6f
title: Occurrence Download

description: A dataset containing 19258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is one of (BRA.13_1, BRA.25_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Characiformes"
 ]
}

 The dataset includes 19258 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027990-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29858696
title: Rural Industrial Revitalization and Common Prosperity: Pathways to Sustainable Development in China's Agricultural Regions

description: This dataset contains provincial panel data for China covering the years 2013–2023, used to measure and analyze rural common prosperity and its relationship with rural industrial revitalization. The dataset includes a constructed Rural Common Prosperity Index for 30 provinces in mainland China (excluding Hong Kong, Macao, Taiwan, and Tibet), based on multiple dimensions of rural economic, social, and environmental indicators. The data were compiled from official statistical yearbooks and related authoritative sources. Key variables encompass measures of rural income, employment, industrial development, and other socio-economic factors. These data were employed in empirical analyses using Feasible Generalized Least Squares (FGLS) and mediation effect models to assess the impact of rural industrial revitalization on rural common prosperity, including the mechanisms of income growth and employment effects.
DOI: 10.6084/m9.figshare.29858696.v1
title: Rural Industrial Revitalization and Common Prosperity: Pathways to Sustainable Development in China's Agricultural Regions

description: This dataset contains provincial panel data for China covering the years 2013–2023, used to measure and analyze rural common prosperity and its relationship with rural industrial revitalization. The dataset includes a constructed Rural Common Prosperity Index for 30 provinces in mainland China (excluding Hong Kong, Macao, Taiwan, and Tibet), based on multiple dimensions of rural economic, social, and environmental indicators. The data were compiled from official statistical yearbooks and related authoritative sources. Key variables encompass measures of rural income, employment, industrial development, and other socio-economic factors. These data were employed in empirical analyses using Feasible Generalized Least Squares (FGLS) and mediation effect models to assess the impact of rural industrial revitalization on rural common prosperity, including the mechanisms of income growth and employment effects.
DOI: 10.6084/m9.figshare.29858696.v2
title: Rural Industrial Revitalization and Common Prosperity: Pathways to Sustainable Development in China's Agricultural Regions

description: This dataset contains provincial panel data for China covering the years 2013–2023, used to measure and analyze rural common prosperity and its relationship with rural industrial revitalization. The dataset includes a constructed Rural Common Prosperity Index for 30 provinces in mainland China (excluding Hong Kong, Macao, Taiwan, and Tibet), based on multiple dimensions of rural economic, social, and environmental indicators. The data were compiled from official statistical yearbooks and related authoritative sources. Key variables encompass measures of rural income, employment, industrial development, and other socio-economic factors. These data were employed in empirical analyses using Feasible Generalized Least Squares (FGLS) and mediation effect models to assess the impact of rural industrial revitalization on rural common prosperity, including the mechanisms of income growth and employment effects.
DOI: 10.15468/dl.ft6vrs
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Suaeda dendroides"
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027993-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18685600
title: LINF_330029300

description: Nucleoporin | NUP89; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18685599
title: LINF_330029300

description: Nucleoporin | NUP89; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.576tz3
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Biomphalaria occidentalis"
 ]
}

 The dataset includes 342 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027995-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgxqw8
title: Occurrence Download

description: A dataset containing 63580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Vermont Department of Environmental Conservation (VTDEC) Aquatic Biomonitoring",
 "TaxonKey is Plecoptera"
 ]
}

 The dataset includes 63580 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027991-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n65bk7
title: Occurrence Download

description: A dataset containing 52706 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus spelaeus"
 ]
}

 The dataset includes 52706 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027974-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/dgkk2.v7
title: New genus and two new species of driftwood hoppers (Crustacea, Amphipoda, Talitridae) from northeast Atlantic and Mediterranean coastal regions
DOI: 10.57967/hf/7850
title: science-datalake
DOI: 10.13012/b2idb-9027147_v1
title: Data for The Windy City rookery: Movement and activity patterns of Black-crowned Night Herons (Nycticorax nycticorax) in a human-dominated landscape

description: The datasets are associated with a paper "The Windy City rookery: Movement and activity patterns of Black-crowned Night Herons (Nycticorax nycticorax) in a human-dominated landscape" that will soon be published in the journal "Ecology and Evolution". These are data associated with the movements, behaviors, and morphology of black-crowned night herons
DOI: 10.15468/dl.tzrkf3
title: Occurrence Download

description: A dataset containing 6938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fragaria chiloensis",
 "BasisOfRecord is one of (Specimen, Human Observation, Occurrence evidence, Material sample)",
 "HasCoordinate is true",
 "Country is one of (Canada, United States of America, Mexico)"
 ]
}

 The dataset includes 6938 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027996-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hff7j
title: Occurrence Download

description: A dataset containing 14432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.18_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Hemiptera"
 ]
}

 The dataset includes 14432 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028001-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfz38x
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-122.82216 49.16352,-122.52845 49.16352,-122.52845 49.347,-122.57963 49.39142,-122.82216 49.347,-122.82216 49.16352))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ursus americanus"
 ]
}

 The dataset includes 400 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027997-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/kznhpb
title: Insects stored in liquids (Luomus)

description: Insects stored in alcohol (and potentially other preservation liquids).
DOI: 10.5281/zenodo.18685636
title: Assignment 8

description: Lab 3, Week 3, Introduction to Lock-In Amplifiers.
DOI: 10.5281/zenodo.18685635
title: Assignment 8

description: Lab 3, Week 3, Introduction to Lock-In Amplifiers.
DOI: 10.5281/zenodo.18684885
title: [dataset] References to innovation in European Commission's merger decisions

description: The first stage of data collection was based on the selection of the relevant merger cases due to the type of economic activity they involved and the names of the Parties. As a result, we collected 36 decisions, of which 31 we identified as related to digital markets. Out of these decisions, the phrase ‘innovat’ – used to capture forms such as ‘innovative’ and ‘innovate’ – appears at least once in 18 cases. We identified 325 uses of the term, distributed unequally among the cases. The cases identified through this process were then subjected to the coding exercise. For the purpose of the coding exercise, we treated a paragraph as a coding unit. Thus, the number of coded units is not equal to the number of uses of the term, as there are paragraphs in which it is mentioned multiple times. The selection process was conducted in June 2025, with the coding exercise performed in July–August 2025. For the purpose of data analysis we followed, to a large extent, the code book used by Schrepel in his work A systematic content analysis of innovation in European competition law, 58 European Journal of Law and Economics (2024), 355. For more explanation, see the relevant publications.
DOI: 10.5281/zenodo.18684886
title: [dataset] References to innovation in European Commission's merger decisions

description: The first stage of data collection was based on the selection of the relevant merger cases due to the type of economic activity they involved and the names of the Parties. As a result, we collected 36 decisions, of which 31 we identified as related to digital markets. Out of these decisions, the phrase ‘innovat’ – used to capture forms such as ‘innovative’ and ‘innovate’ – appears at least once in 18 cases. We identified 325 uses of the term, distributed unequally among the cases. The cases identified through this process were then subjected to the coding exercise. For the purpose of the coding exercise, we treated a paragraph as a coding unit. Thus, the number of coded units is not equal to the number of uses of the term, as there are paragraphs in which it is mentioned multiple times. The selection process was conducted in June 2025, with the coding exercise performed in July–August 2025. For the purpose of data analysis we followed, to a large extent, the code book used by Schrepel in his work A systematic content analysis of innovation in European competition law, 58 European Journal of Law and Economics (2024), 355. For more explanation, see the relevant publications.
DOI: 10.6084/m9.figshare.29876351
title: Spatial Effects and Mechanisms of Environmental Decentralization on Energy Eco-Efficiency in China: Evidence from a Quasi-Natural Experiment of the Carbon Emissions Trading Pilot Policy

description: This study employs a balanced panel dataset covering 257 prefecture-level cities in China from 2007 to 2020, integrating multidimensional indicators on the economy, energy, and environment. Energy ecological efficiency is measured using the Super-SBM model with undesirable outputs, taking into account both economic outputs and environmental emissions. Environmental decentralization is assessed through a comprehensive indicator system encompassing pollution control, resource utilization, and environmental law enforcement, with weights determined by the entropy method. Based on the implementation timeline and the list of pilot cities for China’s carbon emissions trading scheme, the sample is divided into treatment and control groups. A difference-in-differences (DID) model incorporating an interaction term between environmental decentralization and the policy is then constructed to identify the causal effect of environmental decentralization on energy ecological efficiency under the policy context. To address unobserved individual heterogeneity, a fixed-effects model is employed, and a mediation model is further used to explore the underlying mechanisms. The data are primarily sourced from the <i>China City Statistical Yearbook</i>, the <i>China Environmental Statistical Yearbook</i>, provincial and municipal statistical yearbooks, and publicly released statistics from relevant government departments, ensuring consistency and comparability across years.
DOI: 10.6084/m9.figshare.29876351.v2
title: Spatial Effects and Mechanisms of Environmental Decentralization on Energy Eco-Efficiency in China: Evidence from a Quasi-Natural Experiment of the Carbon Emissions Trading Pilot Policy

description: This study employs a balanced panel dataset covering 257 prefecture-level cities in China from 2007 to 2020, integrating multidimensional indicators on the economy, energy, and environment. Energy ecological efficiency is measured using the Super-SBM model with undesirable outputs, taking into account both economic outputs and environmental emissions. Environmental decentralization is assessed through a comprehensive indicator system encompassing pollution control, resource utilization, and environmental law enforcement, with weights determined by the entropy method. Based on the implementation timeline and the list of pilot cities for China’s carbon emissions trading scheme, the sample is divided into treatment and control groups. A difference-in-differences (DID) model incorporating an interaction term between environmental decentralization and the policy is then constructed to identify the causal effect of environmental decentralization on energy ecological efficiency under the policy context. To address unobserved individual heterogeneity, a fixed-effects model is employed, and a mediation model is further used to explore the underlying mechanisms. The data are primarily sourced from the <i>China City Statistical Yearbook</i>, the <i>China Environmental Statistical Yearbook</i>, provincial and municipal statistical yearbooks, and publicly released statistics from relevant government departments, ensuring consistency and comparability across years.
DOI: 10.6084/m9.figshare.29876351.v1
title: The Spatial Effects and Mechanisms of Environmental Decentralization on Energy Eco-Efficiency in China: Evidence from a Quasi-Natural Experiment of the Carbon Emissions Trading Pilot Policy

description: This study employs a balanced panel dataset covering 257 prefecture-level cities in China from 2007 to 2020, integrating multidimensional indicators on the economy, energy, and environment. Energy ecological efficiency is measured using the Super-SBM model with undesirable outputs, taking into account both economic outputs and environmental emissions. Environmental decentralization is assessed through a comprehensive indicator system encompassing pollution control, resource utilization, and environmental law enforcement, with weights determined by the entropy method. Based on the implementation timeline and the list of pilot cities for China’s carbon emissions trading scheme, the sample is divided into treatment and control groups. A difference-in-differences (DID) model incorporating an interaction term between environmental decentralization and the policy is then constructed to identify the causal effect of environmental decentralization on energy ecological efficiency under the policy context. To address unobserved individual heterogeneity, a fixed-effects model is employed, and a mediation model is further used to explore the underlying mechanisms. The data are primarily sourced from the <i>China City Statistical Yearbook</i>, the <i>China Environmental Statistical Yearbook</i>, provincial and municipal statistical yearbooks, and publicly released statistics from relevant government departments, ensuring consistency and comparability across years.