cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18771942
title: East Asian Prehistoric Anthropomorphic Jade Artifact Specimen 03 (EANJ_FIGURE_03):Digital Visual Documentation (Low-Resolution Public Preview)

description: I. Scope and Purpose

This dataset documents a single East Asian prehistoric anthropomorphic jade artifact (EANJ_FIGURE_03) through multi-view visual records. It constitutes one individual specimen within a systematic digital archiving project composed of multiple anthropomorphic-form artifacts and forms part of an ongoing and expandable data collection.

The purpose of this record is to provide independently verifiable foundational visual materials for relevant research fields through standardized image acquisition and organization, serving as an objective reference base for subsequent scholarly work.

Provided that researchers independently establish clearly defined research questions and methodological frameworks, this dataset may be used to support cross-comparative morphological analysis, teaching demonstrations, and non-invasive re-analytical studies based on visual data.

Access Note:This record is released as a low-resolution public preview. The complete high-resolution original image dataset (approximately 42 megapixels per image), designated as Record B, has been published separately under restricted access. Researchers may submit access requests via the following DOI:https://doi.org/10.5281/zenodo.18768497

 

II. Academic Neutrality and Non-Interpretive Disclaimer

This dataset adheres to the principle of non-interpretive description, aiming to ensure scientific neutrality and methodological transparency throughout the documentation process.

All textual descriptions and image annotations are strictly limited to directly observable phenomena and do not constitute, imply, or suggest any archaeological attribution, cultural classification, chronological determination, or historical contextualization.

This record does not address or evaluate the artifact’s provenance, functional interpretation, academic significance, or commercial value, nor does it constitute any form of conclusive or authoritative statement.
DOI: 10.6084/m9.figshare.31381135.v4
title: DepMap NextGen

description: Plotting data for <b>A Dependency Map Enhanced with Next-Generation 3D Cancer Models.</b>
DOI: 10.5281/zenodo.18771941
title: East Asian Prehistoric Anthropomorphic Jade Artifact Specimen 03 (EANJ_FIGURE_03):Digital Visual Documentation (Low-Resolution Public Preview)

description: I. Scope and Purpose

This dataset documents a single East Asian prehistoric anthropomorphic jade artifact (EANJ_FIGURE_03) through multi-view visual records. It constitutes one individual specimen within a systematic digital archiving project composed of multiple anthropomorphic-form artifacts and forms part of an ongoing and expandable data collection.

The purpose of this record is to provide independently verifiable foundational visual materials for relevant research fields through standardized image acquisition and organization, serving as an objective reference base for subsequent scholarly work.

Provided that researchers independently establish clearly defined research questions and methodological frameworks, this dataset may be used to support cross-comparative morphological analysis, teaching demonstrations, and non-invasive re-analytical studies based on visual data.

Access Note:This record is released as a low-resolution public preview. The complete high-resolution original image dataset (approximately 42 megapixels per image), designated as Record B, has been published separately under restricted access. Researchers may submit access requests via the following DOI:https://doi.org/10.5281/zenodo.18768497

 

II. Academic Neutrality and Non-Interpretive Disclaimer

This dataset adheres to the principle of non-interpretive description, aiming to ensure scientific neutrality and methodological transparency throughout the documentation process.

All textual descriptions and image annotations are strictly limited to directly observable phenomena and do not constitute, imply, or suggest any archaeological attribution, cultural classification, chronological determination, or historical contextualization.

This record does not address or evaluate the artifact’s provenance, functional interpretation, academic significance, or commercial value, nor does it constitute any form of conclusive or authoritative statement.
DOI: 10.5281/zenodo.18771926
title: Coordinated pathways to a low-carbon, healthy, and equitable food system in China

description: The uploaded data are supplementary data for the Science Bulletin article Coordinated pathways to a low-carbon, healthy, and equitable food system in China. https://doi.org/10.1016/j.scib.2026.02.018
DOI: 10.5281/zenodo.18771927
title: Coordinated pathways to a low-carbon, healthy, and equitable food system in China

description: The uploaded data are supplementary data for the Science Bulletin article Coordinated pathways to a low-carbon, healthy, and equitable food system in China. https://doi.org/10.1016/j.scib.2026.02.018
DOI: 10.15468/ezb74j
title: Armas Järvelä's Lepidoptera Collection

description: Lepidoptera Collection contains about 21 000 specimen, collected mainly by Armas Järvelä from 1960's to 1980's.
DOI: 10.5281/zenodo.18739000
title: Movement Ecology of Lontra longicaudis as a Management Tool for Coastal Ecosystems

description: The Zenodo Digital Repository (doi:pending) contains a comprehensive dataset supporting the reproducibility and practical implementation of the Otter Health Index (OHI) framework. The repository includes:

 



Raw field data: 14 years (2003-2017) of standardized sign survey records (9,531 scats) with georeferenced coordinates, habitat classifications, and dietary composition analyses

Spatial datasets: GIS shapefiles of habitat classifications, corridor delineation, and metapopulation home range boundaries

Analysis scripts: R code for statistical analyses (Kruskal-Wallis tests, Loess regression, Morisita similarity calculations) and OHI scoring

Field implementation toolkit: Standardized datasheets for scat surveys, shelter inventories, and dietary analysis

OHI scoring worksheets: Templates for calculating Movement Integrity, Dietary Diversity, and Shelter Security components

Interpretation guidelines: Protocol for translating OHI scores into management actions with threshold criteria

Training materials: Slide decks and manuals for the "Guardians of the Corridor" community training program

Validation datasets: Water quality parameters, fish diversity indices, and urbanization metrics used in OHI validation


 

This repository enables estuary managers to directly implement the OHI without specialized equipment beyond GPS units and basic microscopy. The dataset is structured to support both research reproducibility and practical application, with clear documentation for non-technical users. All materials are provided in both Portuguese and English to facilitate adoption across tropical estuary management contexts.
DOI: 10.5281/zenodo.18739001
title: Movement Ecology of Lontra longicaudis as a Management Tool for Coastal Ecosystems

description: The Zenodo Digital Repository (doi:pending) contains a comprehensive dataset supporting the reproducibility and practical implementation of the Otter Health Index (OHI) framework. The repository includes:

 



Raw field data: 14 years (2003-2017) of standardized sign survey records (9,531 scats) with georeferenced coordinates, habitat classifications, and dietary composition analyses

Spatial datasets: GIS shapefiles of habitat classifications, corridor delineation, and metapopulation home range boundaries

Analysis scripts: R code for statistical analyses (Kruskal-Wallis tests, Loess regression, Morisita similarity calculations) and OHI scoring

Field implementation toolkit: Standardized datasheets for scat surveys, shelter inventories, and dietary analysis

OHI scoring worksheets: Templates for calculating Movement Integrity, Dietary Diversity, and Shelter Security components

Interpretation guidelines: Protocol for translating OHI scores into management actions with threshold criteria

Training materials: Slide decks and manuals for the "Guardians of the Corridor" community training program

Validation datasets: Water quality parameters, fish diversity indices, and urbanization metrics used in OHI validation


 

This repository enables estuary managers to directly implement the OHI without specialized equipment beyond GPS units and basic microscopy. The dataset is structured to support both research reproducibility and practical application, with clear documentation for non-technical users. All materials are provided in both Portuguese and English to facilitate adoption across tropical estuary management contexts.
DOI: 10.48580/d4fj.v175
title: List of Prokaryotic names with Standing in Nomenclature
DOI: 10.25420/britishmuseum.31370128.v1
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of Hüseyin Avni Özaydın's demonstration on mouthpiece making
DOI: 10.25420/britishmuseum.31399635
title: Ney performance

description: A 1:35 solo taksim (improvisation) by Neyzen Salih Bilgin in the makam (mode) Beyati, recorded in a lesson context
DOI: 10.25420/britishmuseum.31399638
title: Ney performance

description: A 3:10 solo taksim (improvisation) by Neyzen Hüseyin Avni Özaydın in the makam (mode) Şevkefza, recorded at Hezarfen Ney and Art Workshop
DOI: 10.25420/britishmuseum.31400028
title: Annotation

description: A 5:02 joint musical performance by Neyzen Hüseyin Özkılıç and tanbur (long-necked lute) artist Hulusi Babalık, recorded at Hezarfen Ney and Art Workshop
DOI: 10.14470/0/8v007505
title: Fibre optic technologies for dense monitoring and quantification of volcanic events (INFRADAS)

description: From July to September 2019, a dense seismic array consisting of 26 broadband stations (Trillium Compact 120s) was deployed across a flat area near the eruptive vents of Mount Etna in Sicily, with 4 additional stations installed close to the summit. The array was installed in the vicinity of the vents to validate dynamic strain measurements obtained from fibre-optic cables. The primary objective was to demonstrate the applicability of distributed dynamic strain sensing for volcano monitoring and to evaluate its performance in comparison with conventional seismic sensors. Waveform data is available from the GEOFON data centre, under network code 3I.
DOI: 10.5281/zenodo.18761662
title: Dataset for Crop Yield Prediction

description: Dataset ‘Pesticides’ is collected from FAO: https://www.fao.org/faostat/en/#data/RPDataset ‘Yield’ is collected from FAO: https://www.fao.org/faostat/en/#data/QCLRainfall & Avg. Temperatures are collected from https://www.kaggle.com/datasets/patelris/crop-yield-prediction-dataset df_yield_merged.csv is the final dataset processed by cleaning & merging of pesticides.csv, rainfall.csv, temp.csv and yield.csv.
DOI: 10.5281/zenodo.18761663
title: Dataset for Crop Yield Prediction

description: Dataset ‘Pesticides’ is collected from FAO: https://www.fao.org/faostat/en/#data/RPDataset ‘Yield’ is collected from FAO: https://www.fao.org/faostat/en/#data/QCLRainfall & Avg. Temperatures are collected from https://www.kaggle.com/datasets/patelris/crop-yield-prediction-dataset df_yield_merged.csv is the final dataset processed by cleaning & merging of pesticides.csv, rainfall.csv, temp.csv and yield.csv.
DOI: 10.15468/dl.hm2fm5
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus parviflora var. pentaphylla (Mayr) A.Henry"
 ]
}

 The dataset includes 120 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055285-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gevrme
title: Occurrence Download

description: A dataset containing 2809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus pumila (Pall.) Regel"
 ]
}

 The dataset includes 2809 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055188-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njtwpc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cinclidium frontale"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000000-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wua4v3
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrastis canadensis",
 "Year 2025-2026"
 ]
}

 The dataset includes 502 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000001-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9regsx
title: Occurrence Download

description: A dataset containing 3108 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Osteology collections of World Museum, National Museums Liverpool"
 ]
}

 The dataset includes 3108 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000004-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sp68v2
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myiomela leucura"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000005-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jee88v
title: Occurrence Download

description: A dataset containing 14547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spheniscus demersus"
 ]
}

 The dataset includes 14547 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000003-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18771777
title: Dataset for: Repeating Seismic Swarms Reveal Active Fault–Fluid Interaction Beneath the Gegham Volcanic Ridge (Armenia)
DOI: 10.5281/zenodo.18771776
title: Dataset for: Repeating Seismic Swarms Reveal Active Fault–Fluid Interaction Beneath the Gegham Volcanic Ridge (Armenia)
DOI: 10.5281/zenodo.18772054
title: CAMBER Dataset – Road Survey Video #39

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-25 13:11:39 UTC

**Processing Information:**
- Video ID: 39
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 39

**Machine Learning Model:**
- Model: models/yolov8_pothole_detection.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.5281/zenodo.18772053
title: CAMBER Dataset – Road Survey Video #39

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-25 13:11:39 UTC

**Processing Information:**
- Video ID: 39
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 39

**Machine Learning Model:**
- Model: models/yolov8_pothole_detection.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.5281/zenodo.18771800
title: ARTÍCLE JAMICRO
DOI: 10.15468/dl.fbpebv
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Python bivittatus",
 "Year 1980-2023"
 ]
}

 The dataset includes 301 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000006-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18771666
title: Correctness, Execution Time, and Memory Usage of LLM-Generated Code: A Large-Scale Empirical Study on LeetCode
DOI: 10.5281/zenodo.18771664
title: Correctness, Execution Time, and Memory Usage of LLM-Generated Code: A Large-Scale Empirical Study on LeetCode
DOI: 10.5683/sp3/v7ynd1
title: Modelled phytoplankton in Baffin Bay for a study on the assemblages

description: Simulation output for the reference simulation (EXP-0) and for the 121 sensitivity simulations discussed in Benoît-Gagné et al.: Interannual controls of the phytoplankton assemblages in Baffin Bay (in prep). The model simulations were configured in one dimension to represent the location of the ice camp of the Green Edge mission in western Baffin Bay at 67.48 N, 63.79 W in 2016. See 0-README for more metadata.
DOI: 10.5281/zenodo.17952580
title: EU Economic Level & Sustainable Development v1

description: This dataset was compiled using EUROSTAT data for the purposes of a journal article in Scientific Papers exploring the impact of economic level on sustainable development in EU countries.
DOI: 10.5281/zenodo.17952581
title: EU Economic Level & Sustainable Development v1

description: This dataset was compiled using EUROSTAT data for the purposes of a journal article in Scientific Papers exploring the impact of economic level on sustainable development in EU countries.
DOI: 10.15468/dl.n66qhb
title: Occurrence Download

description: A dataset containing 1685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Culex pipiens",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON((\n 5.87 47.27,\n 15.03 47.27,\n 15.03 55.06,\n 5.87 55.06,\n 5.87 47.27\n ))"
 ]
}

 The dataset includes 1685 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000009-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tcwz7
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Narcissus cuatrecasasii"
 ]
}

 The dataset includes 241 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000010-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cag5b
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Morchella deliciosa"
 ]
}

 The dataset includes 472 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000008-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18771429
title: Dataset Traffic - Induced Air Pollution: PM1, PM2.5, and PM10 Measurements Using Dual enviDUST Sensors at an Urban Intersection

description: This dataset provides high-resolution, 10-minute particulate matter (PM1, PM2.5, and PM10) measurements collected to identify and analyze traffic-induced air pollution. The data were acquired using two enviDUST air quality monitoring sensors mounted on a mobile measurement vehicle located near an intersection. To effectively capture the spatial variance and directional effects of pollutant dispersion, the devices were installed in distinct orientations, as detailed in the attached image. The measurement campaign ran continuously over the summer months of July and August 2025. The final dataset consists of two separate data files, corresponding to the respective enviDUST devices.