cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26962678
title: Data from Serrano-Candela, F., et al., 2024. Data-driven complementary indices and metrics for assessing national progress on climate risk and adaptation.

description: <b>Data-driven complementary indices and metrics for assessing national progress on climate risk and adaptation</b>Climate change is a complex, multidimensional issue requiring decision-making and governance supported by extensive data from social and natural systems. Large cross-country datasets are available, and various methods are used to transform this data into information relevant for policy and decision-making. Summary indices provide insights into adaptation, mitigation, vulnerability, and risk, helping track countries’ climate-related ambitions and progress. However, many existing methods for constructing indices do not fully exploit the multivariate structures within the data, leading to potential redundancies and overlaps. We develop a set of complementary, non-overlapping indices using Principal Component Analysis to capture distinct dimensions of societal and climate interactions. These data-driven indices account for underlying data structures, ensuring each provides unique and independent insights. Our analysis includes harmonized country-level datasets, metrics relevant to loss and damage, public perceptions of climate change, and projections of economic damages. The application of these indices is illustrated with dissonance metrics that assess the alignment between a country’s adaptation capacities, societal concerns, and risks. The proposed approach for index construction can be valuable across various policy contexts and for informing climate-related strategies. An online tool is provided to visualize and access the results presented in this paper.
DOI: 10.6084/m9.figshare.26962678.v1
title: Data from Serrano-Candela, F., et al., 2024. Data-driven complementary indices and metrics for assessing national progress on climate risk and adaptation.

description: <b>Data-driven complementary indices and metrics for assessing national progress on climate risk and adaptation</b>Climate change is a complex, multidimensional issue requiring decision-making and governance supported by extensive data from social and natural systems. Large cross-country datasets are available, and various methods are used to transform this data into information relevant for policy and decision-making. Summary indices provide insights into adaptation, mitigation, vulnerability, and risk, helping track countries’ climate-related ambitions and progress. However, many existing methods for constructing indices do not fully exploit the multivariate structures within the data, leading to potential redundancies and overlaps. We develop a set of complementary, non-overlapping indices using Principal Component Analysis to capture distinct dimensions of societal and climate interactions. These data-driven indices account for underlying data structures, ensuring each provides unique and independent insights. Our analysis includes harmonized country-level datasets, metrics relevant to loss and damage, public perceptions of climate change, and projections of economic damages. The application of these indices is illustrated with dissonance metrics that assess the alignment between a country’s adaptation capacities, societal concerns, and risks. The proposed approach for index construction can be valuable across various policy contexts and for informing climate-related strategies. An online tool is provided to visualize and access the results presented in this paper.
DOI: 10.15468/dl.bscdy5
title: Occurrence Download

description: A dataset listing the 27433 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "GadmGid is ZAF",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset's 27433 records were derived from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000579-240906103802322/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.26196209.v2
title: Travel time to nearest hospitals

description: Ensuring equitable access to health services is crucial for public welfare and social equity, and is a key objective of the United Nations' Sustainable Development Goals (SDGs). However, existing datasets often define hospital accessibility using travel time to hospitals in geographic dimension only, without considering the supply (hospital capacity) and demand (population distribution) dynamics. To overcome this limitation, we developed and validated a national-scale 1 KM map of both hospital travel time and hospital accessibility in China. We used Gaussian two-step floating catchment area (Ga2SFCA) model to calculate hospital accessibility, incorporating hospital capacity and service population. Various file types and statistical indicators are provided, making the dataset highly accessible for non-specialists. The dataset fills the gap in publicly available nationwide hospital accessibility data for China and can serve as a critical tool in optimizing resource allocation and developing targeted strategies to improve healthcare equity.
DOI: 10.5281/zenodo.13729288
title: Genome assembly and gene annotations for a Morus alba var. zhenzhubai
DOI: 10.5281/zenodo.13729289
title: Genome assembly and gene annotations for a Morus alba var. zhenzhubai
DOI: 10.15468/dl.unchdj
title: Occurrence Download

description: A dataset listing the 8714 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "GadmGid is ZAF",
 "OccurrenceStatus is Present",
 "TaxonKey is Liliopsida"
 ]
}

 The dataset's 8714 records were derived from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000581-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t27ref
title: Occurrence Download

description: A dataset containing 428299203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Germany, Netherlands, France, Sweden)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1990-2024"
 ]
}

 The dataset includes 428299203 records from 26192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000580-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcarez
title: Occurrence Download

description: A dataset containing 45979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rupicapra pyrenaica",
 "Geometry POLYGON((-14.45801 34.45313, 41.61621 34.45313, 41.61621 68.4668, -14.45801 68.4668, -14.45801 34.45313))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2000-2025"
 ]
}

 The dataset includes 45979 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011680-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17734046
title: Title

description: It contains all the data used in our experiments, Each data contains a graph.txt and a query.txt used in our experiments, including 3 data in team formation scenario (Toronto, MovieLens and DBLP), 2 data in keyword-based exploration scenario (LinkedMDB and DBpedia) and a generated data for the large group number g=50 (Toronto_g50).

Each data directory contains 2 files, including:





graph.txt: the first line contains two values n,m, which is the number of vertices and the number of edges in the graph. Then next m lines contains three values u,v,w which means there is an undirected edge between u and v weighted by w which is computed by the Informativeness-based Weighting (IW) scheme.




query.txt: The first value is the number of queries. For each query, the first value is the number of groups g. For the next g lines, the first value is the size f of the group, then the next f values are the vertices in this group.
DOI: 10.15468/dl.x36568
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.6_1",
 "TaxonKey is Ptyas mucosa"
 ]
}

 The dataset includes 46 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011681-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15463892
title: Datasets_WP2

description: Inventory of datasets and package for WP2 in the ACES project.
DOI: 10.5281/zenodo.15130416
title: Datasets_WP2

description: Inventory of datasets and package for WP2 in the ACES project.
DOI: 10.15468/dl.4uj79q
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is New records of soldier flies from Iran with a current checklist and taxonomic notes to some species (Diptera: Stratiomyidae)"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011682-251120083545085/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/13894461
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.5683/sp3/4hagjz
title: Complete Data Extraction Dataset for the Scoping Review on Nurses’ and Nursing Students’ Perceptions Toward People Living in Larger Bodies

description: This dataset contains the full data extraction used for the scoping review titled "Nurses’ and Nursing Students’ Perceptions Toward People Living in Larger Bodies: A Scoping Review." It includes all extracted variables for the 34 empirical studies included in the review, such as study characteristics, methodological approaches, participant details, theoretical foundations, research settings, geographical information, and key findings.

The dataset reflects the complete extraction grid developed by the research team according to Joanna Briggs Institute (JBI) methodology and includes both initial and updated searches (up to June 10, 2025). It is intended to promote transparency, reproducibility, and secondary analyses by providing access to the full underlying dataset that informed the review.
description: Article à venir
DOI: 10.6084/m9.figshare.29205044
title: S4_appendix_27052025.xlsx

description: Supplementary material for the manuscript entitled "Strength of Evidence for Paternal Influence on Offspring Epigenome in Observational Human Studies: A Systematic Review and Risk-of-bias Appraisal for Non-randomized Exposures."
DOI: 10.6084/m9.figshare.29205044.v1
title: S4_appendix_27052025.xlsx

description: Supplementary material for the manuscript entitled "Strength of Evidence for Paternal Influence on Offspring Epigenome in Observational Human Studies: A Systematic Review and Risk-of-bias Appraisal for Non-randomized Exposures."
DOI: 10.15468/dl.kra65v
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Korthalsia tenuissima"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011683-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/9sylkh
title: PDB: 5GGV, CTLA-4 in complex with tremelimumab Fab (310K, 37°C, 100 ns)

description: CTLA-4 in complex with tremelimumab Fab (310K, 37°C, 100 ns). Contains PDBs obtained every 50 ns.
DOI: 10.6084/m9.figshare.30732068
title: H209 chip

description: Cell treatment
DOI: 10.6084/m9.figshare.30732068.v1
title: H209 chip

description: Cell treatment
DOI: 10.15468/dl.fhwzz9
title: Occurrence Download

description: A dataset containing 4162978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 4162978 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011663-251120083545085/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.30732029
title: Bristolian Change Ringing Participant Observation 110225 Anonymised Fieldnotes

description: This is a collection of fieldnotes from the observation of a bellringing practice on 11/02/25, anonymised.
DOI: 10.6084/m9.figshare.30732029.v1
title: Bristolian Change Ringing Participant Observation 110225 Anonymised Fieldnotes

description: This is a collection of fieldnotes from the observation of a bellringing practice on 11/02/25, anonymised.
DOI: 10.15468/dl.xhvy86
title: Occurrence Download

description: A dataset containing 7187 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrences of Threatened Species included in the Third Edition of the Red Data Book of the Komi Republic (Russia)"
 ]
}

 The dataset includes 7187 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011686-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/yazgut
title: PDB: 5GGV, CTLA-4 in complex with tremelimumab Fab (311K, 38°C, 100 ns)

description: CTLA-4 in complex with tremelimumab Fab (311K, 38°C, 100 ns). Contains PDBs obtained every 50 ns.
DOI: 10.5281/zenodo.15130388
title: Datasets_WP5

description: Inventory of datasets and packages of WP5 in the ACES project.
DOI: 10.5281/zenodo.15130389
title: Datasets_WP5

description: Inventory of datasets and packages of WP5 in the ACES project.
DOI: 10.15468/dl.4rhndq
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.98151 40.05502,-5.3519 40.05502,-5.3519 41.2845,-6.98151 41.2845,-6.98151 40.05502))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Sternbergia lutea"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011687-251120083545085/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.23987897
title: Labour in suckler cow herds – a study on enterprises in southern Sweden

description: This study aimed at examining labour demand in Swedish suckler cow operations grazing biodiverse semi-natural grasslands. Labour time was successfully recorded by 49 randomly selected farmers and their employees using an application in their mobile phone to register time for different labour tasks every 8th day for one year, crop production excluded. Median labour time for all herds was 17 hours/cow/year with a general lower workload per cow for large herds compared to small herds. Labour demand during the grazing period was however more dependent on the structure of pastures than herd size. The calving period was the most labour-intensive period, whereas supervision on pasture was the most time-consuming task both during the grazing period and the entire year. Large variations among herds indicates that there are often great opportunities for achieving a decreased labour time, not the least in small herds.
DOI: 10.6084/m9.figshare.23987897.v1
title: Labour in suckler cow herds – a study on enterprises in southern Sweden

description: This study aimed at examining labour demand in Swedish suckler cow operations grazing biodiverse semi-natural grasslands. Labour time was successfully recorded by 49 randomly selected farmers and their employees using an application in their mobile phone to register time for different labour tasks every 8th day for one year, crop production excluded. Median labour time for all herds was 17 hours/cow/year with a general lower workload per cow for large herds compared to small herds. Labour demand during the grazing period was however more dependent on the structure of pastures than herd size. The calving period was the most labour-intensive period, whereas supervision on pasture was the most time-consuming task both during the grazing period and the entire year. Large variations among herds indicates that there are often great opportunities for achieving a decreased labour time, not the least in small herds.
DOI: 10.5281/zenodo.17132019
title: 2*2Privacy_Personas_271

description: Ethical Statement and Data Description

The data used in this study originate from a structured research database developed by the research team. The database contains respondents’ questionnaire answers regarding perceived privacy risk, privacy fatigue, perceived convenience, trust, and information disclosure intention. All entries were recorded in an anonymized manner and do not include any personally identifiable information (PII). Participation was entirely voluntary, and informed consent was obtained prior to completing the questionnaire, clearly informing participants of the data usage, research purpose, and privacy protection measures.

To ensure academic ethics and data security, this study strictly follows the Declaration of Helsinki and the relevant requirements of the American Psychological Association (APA) Ethics Code. Data collection, storage, and analysis were all conducted in accordance with ethical research standards, including anonymization, use solely for academic research, no sharing of original traceable data, and no commercial use. In addition, necessary data cleaning and consistency checks were performed during database construction. All results are presented at the aggregate level and do not involve any sensitive or individually traceable information.

In summary, the database used in this research complies with academic integrity and ethical guidelines. The research process maintains participants’ privacy, security, and right to informed consent, ensuring that data usage is transparent, legitimate, and responsible.
DOI: 10.5281/zenodo.17132020
title: 2*2Privacy_Personas_271

description: Ethical Statement and Data Description

The data used in this study originate from a structured research database developed by the research team. The database contains respondents’ questionnaire answers regarding perceived privacy risk, privacy fatigue, perceived convenience, trust, and information disclosure intention. All entries were recorded in an anonymized manner and do not include any personally identifiable information (PII). Participation was entirely voluntary, and informed consent was obtained prior to completing the questionnaire, clearly informing participants of the data usage, research purpose, and privacy protection measures.

To ensure academic ethics and data security, this study strictly follows the Declaration of Helsinki and the relevant requirements of the American Psychological Association (APA) Ethics Code. Data collection, storage, and analysis were all conducted in accordance with ethical research standards, including anonymization, use solely for academic research, no sharing of original traceable data, and no commercial use. In addition, necessary data cleaning and consistency checks were performed during database construction. All results are presented at the aggregate level and do not involve any sensitive or individually traceable information.

In summary, the database used in this research complies with academic integrity and ethical guidelines. The research process maintains participants’ privacy, security, and right to informed consent, ensuring that data usage is transparent, legitimate, and responsible.
DOI: 10.15468/dl.8tctzj
title: Occurrence Download

description: A dataset containing 1750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-120.84188 35.34442,-120.8417 35.34442,-120.8417 35.34461,-120.84188 35.34461,-120.84188 35.34442))",
 "OccurrenceStatus is Present",
 "TaxonKey is Anas platyrhynchos"
 ]
}

 The dataset includes 1750 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011689-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxbknh
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Description of a new species of the genus Caeneressa from China, with a checklist of the genus (Lepidoptera: Erebidae)"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011688-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/a251oe
title: PDB: 5GGV, CTLA-4 in complex with tremelimumab Fab (312K, 39°C, 100 ns)

description: CTLA-4 in complex with tremelimumab Fab (312K, 39°C, 100 ns). Contains PDBs obtained every 50 ns.
DOI: 10.15468/dl.my4bdd
title: Occurrence Download

description: A dataset containing 6426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "TaxonKey is Brachiopoda"
 ]
}

 The dataset includes 6426 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011690-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17366219
title: Encapsulation of Snail Slime in ZIF-8

description: Dataset of ZIF-8 and Slime@ZIF-8 samples of the figures presented in the authors corresponding paper.
DOI: 10.34740/kaggle/dsv/13894535
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25747/hk3q-e576
title: High-Resolution Clothing Segmentation Dataset for Deep Learning
DOI: 10.1285/istant2022n3pcop
title: Copertina
DOI: 10.5281/zenodo.17733465
title: Systematic Review Dataset: Evaluating Greenery's Contribution to Urban Thermal Comfort in Hot Arid Climates
DOI: 10.5281/zenodo.17733466
title: Systematic Review Dataset: Evaluating Greenery's Contribution to Urban Thermal Comfort in Hot Arid Climates
DOI: 10.6084/m9.figshare.30732089
title: Bristolian Change Ringing Participant Observation 110225 Anonymised Recording Notes

description: This is a collection of notes based on a recording of the observation of a bellringing practice on 11/02/25, anonymised.
DOI: 10.6084/m9.figshare.30732089.v1
title: Bristolian Change Ringing Participant Observation 110225 Anonymised Recording Notes

description: This is a collection of notes based on a recording of the observation of a bellringing practice on 11/02/25, anonymised.
DOI: 10.1285/istant2022n3pfp
title: Frontespizio e pagine iniziali
DOI: 10.17605/osf.io/eqdbj
title: The psychosocial implication of childhood constipation on the children and family: A scoping review protocol

description: Extended Data to ensure Data Availability for Submission of Scoping Review Protocol to HRB Open
DOI: 10.1285/istant2022n3pi
title: Indice
DOI: 10.15468/dl.mmbgzj
title: Occurrence Download

description: A dataset listing the 438 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrences of Threatened Species included in the Third Edition of the Red Data Book of the Komi Republic (Russia)"
 ]
}

 The dataset's 438 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011684-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.