cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13867343
title: 【outputs_encode_to_representations】only two 8B LLMs, only SS task, augmented responses representations w/o their language materials, w/ original prompt and response representations

description: only two 8B LLMs,

only SS task,

augmented responses representations w/o their language materials,



12 (valid prompts), 2 (LLMs), 2 (Scores)

16 ⨉ 2 (LLMs) = 32 files



original prompt and response representations



[1 (prompt) + 1 (response)] ⨉ 2 (LLMs) = 4 files



in total, 32 + 4 = 36 files
DOI: 10.5518/82
title: Dataset associated with 'Long spin lifetime and large barrier polarisation in single electron transport through a CoFe nanoparticle'

description: Raw data relating to the publication "Long spin lifetime and large barrier polarisation in single electron transport through a CoFe nanoparticle" is provided. The raw data for each figure is provided.
DOI: 10.15468/dl.kcjb5e
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.17863764570717 3.9117121783766367,-73.16862261703861 3.9117121783766367,-73.16862261703861 6.921727207045206,-76.17863764570717 6.921727207045206,-76.17863764570717 3.9117121783766367))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gonatodes concinnatus (O'Shaughnessy, 1881)"
 ]
}

 The dataset includes 190 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036603-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3uynf
title: Occurrence Download

description: A dataset containing 2886808072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2886808072 records from 64723 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036537-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzc3kd
title: Occurrence Download

description: A dataset containing 1849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zambia",
 "OccurrenceStatus is Present",
 "TaxonKey is Bucorvus leadbeateri (Vigors, 1825)"
 ]
}

 The dataset includes 1849 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036605-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xm47nv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((48.2269 -18.71401,48.38128 -18.71438,48.37909 -18.5556,48.22543 -18.5545,48.2269 -18.71401))",
 "OccurrenceStatus is Present",
 "TaxonKey is Polypodiopsida"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036606-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.uf6sytwc
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1166735 records)
DOI: 10.6084/m9.figshare.26197613
title: Patients and family attitudes about clinical and research sharing of electronic clinical data

description: To access the attitudes of service users about the sharing of health records for research and to foster collaboration between municipal health services and the specialist health services in Norway. Members (<i>n</i> ≈ 2000) of the Norwegian mental health service users’ organizations (SUO’s), ADHD Norway, the Autism Association and the Tourette Association, representing Central Norway, participated in the study, (<i>N</i> = 108, 5.4% response rate). Descriptive statistics were used to evaluate distributions of responses to the questionnaire. Service users reported being aware that municipal health services collaborate with the specialist health service (62%), with mental health care in the specialist health service (57%), and child and adolescent psychiatric services (61%). A large proportion of individuals were aware of the benefits of sharing their health records (93%), have trust in the use of data by health authorities (81%), and were willing to share records to benefit fellow patients (84%). Personal experience (69%) and impressions from mainstream media (55%) had the most influential impact on users’ views of the Health Platform, an electronic health communication system. A majority of users had a negative perception of the Health Platform, even though some expect it to become a valuable tool in the future (50%). Service users are aware of and positive about benefiting others by sharing health records. They trust the health authorities, however, have negative attitudes about the Health Platform, apparently based on personal experiences and media influence. However, service users can see the potential usefulness of the Health Platform in the future.
DOI: 10.6084/m9.figshare.26197613.v1
title: Patients and family attitudes about clinical and research sharing of electronic clinical data

description: To access the attitudes of service users about the sharing of health records for research and to foster collaboration between municipal health services and the specialist health services in Norway. Members (<i>n</i> ≈ 2000) of the Norwegian mental health service users’ organizations (SUO’s), ADHD Norway, the Autism Association and the Tourette Association, representing Central Norway, participated in the study, (<i>N</i> = 108, 5.4% response rate). Descriptive statistics were used to evaluate distributions of responses to the questionnaire. Service users reported being aware that municipal health services collaborate with the specialist health service (62%), with mental health care in the specialist health service (57%), and child and adolescent psychiatric services (61%). A large proportion of individuals were aware of the benefits of sharing their health records (93%), have trust in the use of data by health authorities (81%), and were willing to share records to benefit fellow patients (84%). Personal experience (69%) and impressions from mainstream media (55%) had the most influential impact on users’ views of the Health Platform, an electronic health communication system. A majority of users had a negative perception of the Health Platform, even though some expect it to become a valuable tool in the future (50%). Service users are aware of and positive about benefiting others by sharing health records. They trust the health authorities, however, have negative attitudes about the Health Platform, apparently based on personal experiences and media influence. However, service users can see the potential usefulness of the Health Platform in the future.
DOI: 10.34740/kaggle/dsv/9523271
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.znw777
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Macrophyte Lake Data",
 "HasGeospatialIssue is false",
 "Country is New Zealand",
 "Modified is 2024-08"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036607-240906103802322/datasets/export for details.
DOI: 10.4119/unibi/2986798
title: Functional annotation of de novo Hydrangea serrata transcriptome assembly

description: The cDNA libraries from Hydrangea serrata aluminium treated leaves and roots as well as the corresponding controls were sequenced using Illumina NextSeq2000. A de novo assembly was made from 150 bp paired-end reads using Trinity. The assembly is available as individual FASTA file via the NCBI ID PRJNA1061562. TransDecoder was used to identify open reading frames (ORFs) and translate ORFs to peptide sequences with a minimum length of 100 amino acids. Genes were annotated by transferring the A. thaliana Araport11 functional annotation to the H. serrata gene models. Here we provide this functional annotation. 
Count tables generated using Kallisto v.0.44 were subjected to differential gene expression analysis via DESeq2. Moreover, transcriptional changes between organs and treatments were visualised in MapMan 3.5.1R2 on secondary metabolite pathways.
DOI: 10.15468/dl.zkmfcx
title: Occurrence Download

description: A dataset containing 368393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-66.24591 18.34194, -65.94753 18.34194, -65.94753 18.48222, -66.24591 18.48222, -66.24591 18.34194))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 368393 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036596-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13838948
title: Rocktopo Sensing Mountains Summer School 2024: UAV images, pointcloud and TLS pointclouds

description: This dataset contains high-resolution 3D scans of an outdoor rock climbing wall, captured using both Unmanned Aerial Vehicle (UAV) photogrammetry and Terrestrial Laser Scanning (TLS). The dataset includes images from the UAV, the reconstructed point cloud derived from photogrammetry, and the point cloud from TLS. These scans were conducted on the following dates:

The used TLS was a Trimble X7 and the UAV a DJI Spark.





TLS (Terrestrial Laser Scanning): Provided in TLS_240924 or TLS_240925, this folder contains the point cloud data captured via TLS, offering highly accurate and detailed 3D geometry of the climbing wall surface. In LAS format.




UAV Images: Stored in UAV_240924 or UAV_240925, these subdirectories contain a set of aerial images taken from the UAV, which were later used to reconstruct the 3D point cloud of the rock climbing wall. In JPEG format.




Photogrammetric Point Cloud (LAS): The resulting 3D point cloud from UAV photogrammetry is stored in LAS_240924 or LAS_240925. These files represent the spatial data and geometry derived from processing the UAV images using photogrammetry techniques. In LAS format.


Aligned Point Cloud (ICP): The ICP aligned clouds that were used for analysis are stored in ICP. These files represent the spatial data and geometry derived from aligning the TLS and UAV clouds. In LAS format.

Potree Point Cloud (folder): Octree converted pointclouds used in the Potree rocktopo visualization.

Route Points: Polylines of every route in the lower location, in .poly (x y z) format.


The combination of both photogrammetric and laser scanning data provides a comprehensive and high-fidelity 3D representation of the climbing wall, useful for geospatial analysis, surface reconstruction, and outdoor modeling applications. The pointclouds are not georeferenced.

Please note: the TLS and UAV were taken simultaneously: the same location is therefore: UAV/LAS_240924 fits with TLS_250924 and vice-versa.
DOI: 10.5281/zenodo.13838949
title: Rocktopo Sensing Mountains Summer School 2024: UAV images, pointcloud and TLS pointclouds

description: This dataset contains high-resolution 3D scans of an outdoor rock climbing wall, captured using both Unmanned Aerial Vehicle (UAV) photogrammetry and Terrestrial Laser Scanning (TLS). The dataset includes images from the UAV, the reconstructed point cloud derived from photogrammetry, and the point cloud from TLS. These scans were conducted on the following dates:

The used TLS was a Trimble X7 and the UAV a DJI Spark.





TLS (Terrestrial Laser Scanning): Provided in TLS_240924 or TLS_240925, this folder contains the point cloud data captured via TLS, offering highly accurate and detailed 3D geometry of the climbing wall surface. In LAS format.




UAV Images: Stored in UAV_240924 or UAV_240925, these subdirectories contain a set of aerial images taken from the UAV, which were later used to reconstruct the 3D point cloud of the rock climbing wall. In JPEG format.




Photogrammetric Point Cloud (LAS): The resulting 3D point cloud from UAV photogrammetry is stored in LAS_240924 or LAS_240925. These files represent the spatial data and geometry derived from processing the UAV images using photogrammetry techniques. In LAS format.


Aligned Point Cloud (ICP): The ICP aligned clouds that were used for analysis are stored in ICP. These files represent the spatial data and geometry derived from aligning the TLS and UAV clouds. In LAS format.

Potree Point Cloud (folder): Octree converted pointclouds used in the Potree rocktopo visualization.

Route Points: Polylines of every route in the lower location, in .poly (x y z) format.


The combination of both photogrammetric and laser scanning data provides a comprehensive and high-fidelity 3D representation of the climbing wall, useful for geospatial analysis, surface reconstruction, and outdoor modeling applications. The pointclouds are not georeferenced.

Please note: the TLS and UAV were taken simultaneously: the same location is therefore: UAV/LAS_240924 fits with TLS_250924 and vice-versa.
DOI: 10.15468/dl.dkse53
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((48.2269 -18.71401,48.38128 -18.71438,48.37909 -18.5556,48.22543 -18.5545,48.2269 -18.71401))",
 "OccurrenceStatus is Present",
 "TaxonKey is Polypodiopsida"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036609-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13867403
title: Data Set to the publication: Beyond Waste: Cellulose-Based Biodegradable Films from Bio Waste through a Cradle-to-Cradle Approach

description: These are the data sets to the corresponding publication.
DOI: 10.5281/zenodo.13867404
title: Data Set to the publication: Beyond Waste: Cellulose-Based Biodegradable Films from Bio Waste through a Cradle-to-Cradle Approach

description: These are the data sets to the corresponding publication.
DOI: 10.15468/dl.8wj3bz
title: Occurrence Download

description: A dataset containing 32335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-64.72374 10.04848, -64.58278 10.04848, -64.58278 10.26003, -64.72374 10.26003, -64.72374 10.04848))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 32335 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036610-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma8gpn
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monnina confusa Ferreyra"
 ]
}

 The dataset includes 95 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036611-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tasfzb
title: Occurrence Download

description: A dataset containing 392531 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reynoutria japonica Houtt."
 ]
}

 The dataset includes 392531 records from 1754 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036584-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17084234
title: Beyond Leaders and Laggards: How Incumbents Navigate Transformative Policy Missions

description: This dataset contains information on the 20 largest industrial emitters in Sweden and their participation in publicly funded decarbonisation programmes between 2017 and 2024. It combines official emissions statistics from the Swedish Environmental Protection Agency with project-level data from the Industry Leap (Industriklivet) and Climate Leap (Klimatklivet) programmes. The dataset includes firm-level climate targets, funded project characteristics (pathways, emission scopes, and partners), and network structures derived from co-participation in projects. It was compiled to analyse how incumbents engage with Sweden’s 2045 net-zero target and to identify strategic roles in transformative policy missions.
DOI: 10.5281/zenodo.17084235
title: Beyond Leaders and Laggards: How Incumbents Navigate Transformative Policy Missions

description: This dataset contains information on the 20 largest industrial emitters in Sweden and their participation in publicly funded decarbonisation programmes between 2017 and 2024. It combines official emissions statistics from the Swedish Environmental Protection Agency with project-level data from the Industry Leap (Industriklivet) and Climate Leap (Klimatklivet) programmes. The dataset includes firm-level climate targets, funded project characteristics (pathways, emission scopes, and partners), and network structures derived from co-participation in projects. It was compiled to analyse how incumbents engage with Sweden’s 2045 net-zero target and to identify strategic roles in transformative policy missions.
DOI: 10.15468/dl.xyn2as
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora laurifolia",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 87 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045109-250827131500795/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.30084553
title: raw data.xlsx

description: This dataset contains the minimal anonymized data necessary to replicate the findings of the study titled "Metabolic Syndrome, Social Isolation, and Sarcopenia in Mild Cognitive Impairment: A Multi-Faceted Analysis of Risk Factors and Mediating Pathways" (Manuscript ID: PONE-D-25-33355). The data were collected from a cohort of older adults in rural and urban settings, with variables spanning four critical domains:1. Demographics: Age, gender, residence type (rural/urban), marital status, education level2. Lifestyle Factors: Smoking history, alcohol consumption frequency3. Health Outcomes:- Mild cognitive impairment (MCI) status- Social isolation (binary) and social score (continuous)- Sarcopenia indicator (ASM, Appendicular Skeletal Muscle Index)4. Metabolic and Physiological Markers:- Metabolic syndrome components (METS-IR, VAI, AIP, nHDL)- Residual cholesterol, eGFR (kidney function)- Frailty index (continuous) and frailty status (binary)Key features:- Contains individual-level records with unique household identifiers- Supports analysis of mediation pathways between metabolic health, social factors, and sarcopenia in MCI- Variables are coded with clear value labels (e.g., 1="Married", 0="No" for smoking)- Curated for reproducibility of regression and mediation models in the associated manuscript<br>Format: CSV files.Ethics: Data are fully anonymized; no direct identifiers are present.Sample size:N=21,095participants.
DOI: 10.6084/m9.figshare.30084553.v1
title: raw data.xlsx

description: This dataset contains the minimal anonymized data necessary to replicate the findings of the study titled "Metabolic Syndrome, Social Isolation, and Sarcopenia in Mild Cognitive Impairment: A Multi-Faceted Analysis of Risk Factors and Mediating Pathways" (Manuscript ID: PONE-D-25-33355). The data were collected from a cohort of older adults in rural and urban settings, with variables spanning four critical domains:1. Demographics: Age, gender, residence type (rural/urban), marital status, education level2. Lifestyle Factors: Smoking history, alcohol consumption frequency3. Health Outcomes:- Mild cognitive impairment (MCI) status- Social isolation (binary) and social score (continuous)- Sarcopenia indicator (ASM, Appendicular Skeletal Muscle Index)4. Metabolic and Physiological Markers:- Metabolic syndrome components (METS-IR, VAI, AIP, nHDL)- Residual cholesterol, eGFR (kidney function)- Frailty index (continuous) and frailty status (binary)Key features:- Contains individual-level records with unique household identifiers- Supports analysis of mediation pathways between metabolic health, social factors, and sarcopenia in MCI- Variables are coded with clear value labels (e.g., 1="Married", 0="No" for smoking)- Curated for reproducibility of regression and mediation models in the associated manuscript<br>Format: CSV files.Ethics: Data are fully anonymized; no direct identifiers are present.Sample size:N=21,095participants.
DOI: 10.15468/dl.y6t2f6
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora laurifolia",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045110-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkxvz6
title: Occurrence Download

description: A dataset containing 3505 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amanita caesarea"
 ]
}

 The dataset includes 3505 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045111-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7m9pgu
title: Occurrence Download

description: A dataset containing 144077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Perciformes, Elasmobranchii, Cypriniformes, Siluriformes, Clupeiformes, Gadiformes, Salmoniformes, Acipenseriformes, Myxiniformes, Petromyzontiformes, Chimaeriformes, Polypteriformes)"
 ]
}

 The dataset includes 144077 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045057-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmeptz
title: Occurrence Download

description: A dataset containing 18014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mali",
 "OccurrenceStatus is Present",
 "Year 2000-2009"
 ]
}

 The dataset includes 18014 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045116-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.