cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/81j-z53-82j
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wme-lzf-9wt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zwc-daw-w7c
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65r-7k7-vp2
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ssz-de3-82m
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vls-pdv-mgl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6jd-z69-erh
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ln1-b3w-504
title: Olcostephanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6f-7jr-01x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ehq-rv7-zrm
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pbr-sdj-9k0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7k4-4mr-ymr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ytv-1d0-dy6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3xy-8hs-t9j
title: Juvavites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rze-tpw-gct
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ng-8ja-szd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/epx-mb3-vjh
title: Gadiculus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qsh-exa-x21
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7xk-p5k-3wg
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bdr-ryw-tlh
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8fh-f8q-jlk
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b4s-ngr-5ms
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c3r-laz-n4s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/npn-9r3-0jb
title: Bochianites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.yztpw4
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agave angustifolia",
 "Country is Malawi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020022-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ntx-j95-p9s
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.fwr6dn
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agave angustifolia",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 128 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020021-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9za-pgp-alp
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dmn-yml-yns
title: Olcostephanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aze-lbs-v01
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g16-7hr-nlp
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/53r-pfm-j39
title: Arvicolinae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/735-5m7-ct7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vee-f4w-y5t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/12800068
title: BOS Kemdikbud
DOI: 10.3535/g89-j9q-d7k
title: Arcestes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jy3-g1s-bgk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fw-9fd-0kn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jpk-84v-azw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hnj-3bb-mxv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tpp-035-9ll
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3c-br5-wf6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9xz-p3j-b5e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kw4-qn9-tdl
title: Bubalus C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxn-fxv-2pp
title: Schizocythere Triebel, 1950

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ytc-yd6-9w5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2z6-e2y-4rn
title: †Neocomites peregrinus (Rawson & Kemper, 1978)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e8c-g9j-s5e
title: Hexaprotodon Falconer & Cautley, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4k3-p0m-jhe
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tca-k9z-sm9
title: Haynesina depressula (Walker & Jacob, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8v3pbp
title: Occurrence Download

description: A dataset containing 578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is Conservación de la tortuga caguama del Pacífico (Caretta caretta): protección dentro del hábitat crítico de alimentación y desarrollo en Baja California Sur"
 ]
}

 The dataset includes 578 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010011-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17349320
title: Interaction between ilmenite-bearing cumulates and lunar mantle: implications for the origin of intermediate and high-titanium lunar basalts

description: datasets pertaining to the density calculations, composition tables and Magma Chamber Simulator models.
DOI: 10.5281/zenodo.17349321
title: Interaction between ilmenite-bearing cumulates and lunar mantle: implications for the origin of intermediate and high-titanium lunar basalts

description: datasets pertaining to the density calculations, composition tables and Magma Chamber Simulator models.
DOI: 10.17632/xhkxm327my.1
title: Karanda Leaf Disease Classification Dataset

description: Karanda (Carissa carandas), also known as Bengal currant or Christ's thorn, is a tropical fruit-bearing plant valued for its edible fruits and medicinal benefits. This dataset was created to support the detection and classification of diseases affecting Karanda leaves using image-based machine learning. All images were captured outdoors with a smartphone, reflecting real-world conditions and showing both healthy and diseased leaves under various lighting and environments. The goal is to help researchers and developers build AI models that can detect leaf diseases early, improve crop health monitoring, and support sustainable farming practices for Karanda and similar tropical plants.

Original Dataset
- Number of Images: 715
- Data Format: .jpg

Processed Dataset
- Number of Images: 715
- Data Format: .jpg

Augmented Dataset
- Number of Images: 7,000
- Data Format: .jpg

Augmentation Techniques Applied:
1. Rotation
2. Horizontal Flipping
3. Vertical Flipping
4. Brightness Enhancement
5. Contrast Adjustment
6. Image Blurring
7. Shearing
8. Zooming
9. Noise Injection

Applications:
- Enables AI-based early detection of Karanda leaf diseases to improve crop yield and reduce economic losses.
- Supports the development of automated classification systems for tropical plant species.
- Aids research in precision agriculture by enabling machine learning models to assess plant health visually.
- Provides a solid foundation for building robust, real-time plant disease detection solutions deployable in field conditions.
- Facilitates academic and industrial research on plant pathology using computer vision and deep learning.
DOI: 10.15468/dl.qmykap
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Papaver rupifragum)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025319-260208012135463/datasets/export for details.
DOI: 10.15468/dl.rrp3dy
title: Occurrence Download

description: A dataset containing 2209 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 Panicum schinzii"
 ]
}

 The dataset includes 2209 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025320-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18772587
title: CAMBER Dataset – Road Survey Video #40

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 13:59:49 UTC

**Processing Information:**
- Video ID: 40
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 40

**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.18772561
title: How Do Talent Evaluation Policies Diffuse? A Dynamic Analysis of Science and Technology Talent Policies Across 30 Provinces in China
DOI: 10.5281/zenodo.18772562
title: How Do Talent Evaluation Policies Diffuse? A Dynamic Analysis of Science and Technology Talent Policies Across 30 Provinces in China
DOI: 10.15468/dl.mb4yfw
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vigna linearis"
 ]
}

 The dataset includes 282 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000085-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18772586
title: CAMBER Dataset – Road Survey Video #40

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 13:59:49 UTC

**Processing Information:**
- Video ID: 40
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 40

**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: 10.15468/dl.wfsz3v
title: Occurrence Download

description: A dataset containing 528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Anopheles labranchiae"
 ]
}

 The dataset includes 528 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000087-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18771352
title: Selected Posts Referencing "Smrt fašizmu, svoboda narodu" on X and Facebook

description: This repository contains approximately 100 selected screenshots of posts from X and Facebook in which the slogan “Smrt fašizmu, svoboda narodu” appears in diverse multimodal configurations. The corpus documents textual, visual, gestural, and interactional forms through which historically sedimented mnemonic expressions circulate, are resignified, and become sites of agonistic contestation within platformed environments. The materials are curated as empirical support for the accompanying article and serve as a qualitative archive of platform-mediated political memory in the Slovenian context.
DOI: 10.15468/dl.p6xjcg
title: Occurrence Download

description: A dataset listing the 4850 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 4850 records were derived from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009926-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnf5v6
title: Occurrence Download

description: A dataset containing 440 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 1980-2026"
 ]
}

 The dataset includes 440 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009955-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18771351
title: Selected Posts Referencing "Smrt fašizmu, svoboda narodu" on X and Facebook

description: This repository contains approximately 100 selected screenshots of posts from X and Facebook in which the slogan “Smrt fašizmu, svoboda narodu” appears in diverse multimodal configurations. The corpus documents textual, visual, gestural, and interactional forms through which historically sedimented mnemonic expressions circulate, are resignified, and become sites of agonistic contestation within platformed environments. The materials are curated as empirical support for the accompanying article and serve as a qualitative archive of platform-mediated political memory in the Slovenian context.
DOI: 10.6084/m9.figshare.31410669
title: supplementary_dataset_hybrid_pca_fcm_v1

description: This dataset contains structured acoustic–prosodic feature vectors derived from pediatric speech recordings for developmental language assessment. Extracted features include MFCC (1–13), fundamental frequency (F0), jitter, shimmer, harmonic-to-noise ratio, spectral centroid, speech rate, and temporal parameters.The dataset is intended for dimensionality reduction and clustering analysis using Principal Component Analysis (PCA) and Fuzzy C-Means (FCM). All features are organized in a tabular format suitable for machine learning and statistical modeling.
DOI: 10.6084/m9.figshare.31410669.v1
title: supplementary_dataset_hybrid_pca_fcm_v1

description: This dataset contains structured acoustic–prosodic feature vectors derived from pediatric speech recordings for developmental language assessment. Extracted features include MFCC (1–13), fundamental frequency (F0), jitter, shimmer, harmonic-to-noise ratio, spectral centroid, speech rate, and temporal parameters.The dataset is intended for dimensionality reduction and clustering analysis using Principal Component Analysis (PCA) and Fuzzy C-Means (FCM). All features are organized in a tabular format suitable for machine learning and statistical modeling.
DOI: 10.7910/dvn/nhq4hc
title: Replication Data for: Leveraging Women's Views to Influence Gendered Attitudes to Women Working
title: Evidence from an Online Intervention in Indonesia

description: This package contains data from two online surveys conducted by Qualtrics in Indonesia. 

The first survey data (N=1050) was collected in March/April, 2022. Respondents lived in large urban centres in Indonesia, were aged 18 to 40 years, married, living with their spouse, had at least one child aged under 18 years and had at least a junior secondary school education. 75\% of the sample were high school educated and 25% were tertiary educated. 50% were male and 50% were female. This survey collects demographic information and information on social norms around women's work. 

The second sample (N=4,478) was collected in July, 2022. The eligibility for the sample was the same as in the first sample. The survey collects similar information on gender norms and implements a randomised trial with three treatment arms. 

Treatment arm 1 - respondents received information on the level of support among similar women for married women with children under 12 working for pay outside the home.
Treatment arm 2 - respondents received the above information and information on the extent of men's support for sharing day-to-day childcare with their wives. Treatment arm 3 - respondents received the above two forms of information and information on the extent of support among older women (in their mothers' and mothers-in-law's generation) for women with children working. 
The control group received none of the above information.
description: Qualtrics