cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bx7bbk
title: Occurrence Download

description: A dataset containing 628 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardiocrinum giganteum (Wall.) Makino"
 ]
}

 The dataset includes 628 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0340558-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwcdrr
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Byssonectria deformis (P.Karst.) U.Lindem. & M.Vega, Peziza phyllogena Cooke)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 350 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164386-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8scpb
title: Occurrence Download

description: A dataset containing 645059 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunella vulgaris L."
 ]
}

 The dataset includes 645059 records from 1398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200161-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42g5jx
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.98644 -11.76323,-76.96529 -11.76323,-76.96529 -11.74813,-76.98644 -11.74813,-76.98644 -11.76323))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019189-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgnqtw
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendropsophus delarivai (Köhler & Lötters, 2001)"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121892-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/oruxx6
title: PAN-00138705 - decorative Roman horse gear fitting group B3

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00138705&lt;/p&gt;
description: Modified: 2025-06-05T17:21:14+02:00
DOI: 10.15468/dl.4me2rx
title: Occurrence Download

description: A dataset containing 6437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ephemerum serratum"
 ]
}

 The dataset includes 6437 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058874-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/npm49753br
title: 5-ARI study

description: Supplementary material
DOI: 10.17632/npm49753br.1
title: 5-ARI study

description: Supplementary material
DOI: 10.17632/6n5x35y5kd
title: HS and cancer study

description: Supplementary material
DOI: 10.17632/6n5x35y5kd.1
title: HS and cancer study

description: Supplementary material
DOI: 10.17605/osf.io/3hcbp
title: Factive Islands in German

description: In this acceptability judgement task, I compared wh-extraction from non-factive and factive complements in German in order to determine whether or not factive complement clauses are strong islands in German.
DOI: 10.17632/cbbgcszmy8
title: Hotspot or blind spot? Fine-scale spatial heterogeneity and methodological bias in Chlamydia psittaci prevalence rate reports from urban feral pigeons (Columba livia f. urbana).

description: Urban wildlife populations often carry zoonotic pathogens that pose considerable public health risks through direct contact with humans. However, disease prevalence in urban settings is generally reported at the city level, which disregards spatial heterogeneity due to local differences in habitat structure or resource availability in the urban landscape. This study therefore examines the fine-scale spatial heterogeneity of Chlamydia psittaci, a generalist bacterium that frequently infects feral pigeons, in Antwerp, Belgium. We collected samples from 377 pigeons at 23 locations and performed qPCR screening for C. psittaci. At the same time, we performed an extensive literature review that includes 20 studies from 29 unique cities globally. Our findings indicate that the prevalence variance within Antwerp (CV = 0.70) is comparable to the variation reported among cities worldwide (CV = 0.88), suggesting that distinct locations within a single city can exhibit differences comparable to those between entirely different cities. Our data suggest that citywide or even countrywide are likely confounded by small scale spatial infection heterogeneity. A combination simulation showed that at least 12 unique sampling sites are necessary to accurately assess the true prevalence at the city level. Finally, we could show that also the screening method influences reported prevalence, with blood samples and non-PCR screening inflating reported prevalence rates. Taken together, we recommend that urban surveillance reports include at least 12 sampling sites, use standardized screening protocols and provide site-level data so that fine-scale heterogeneity can be taken into account.
DOI: 10.17632/cbbgcszmy8.1
title: Hotspot or blind spot? Fine-scale spatial heterogeneity and methodological bias in Chlamydia psittaci prevalence rate reports from urban feral pigeons (Columba livia f. urbana).

description: Urban wildlife populations often carry zoonotic pathogens that pose considerable public health risks through direct contact with humans. However, disease prevalence in urban settings is generally reported at the city level, which disregards spatial heterogeneity due to local differences in habitat structure or resource availability in the urban landscape. This study therefore examines the fine-scale spatial heterogeneity of Chlamydia psittaci, a generalist bacterium that frequently infects feral pigeons, in Antwerp, Belgium. We collected samples from 377 pigeons at 23 locations and performed qPCR screening for C. psittaci. At the same time, we performed an extensive literature review that includes 20 studies from 29 unique cities globally. Our findings indicate that the prevalence variance within Antwerp (CV = 0.70) is comparable to the variation reported among cities worldwide (CV = 0.88), suggesting that distinct locations within a single city can exhibit differences comparable to those between entirely different cities. Our data suggest that citywide or even countrywide are likely confounded by small scale spatial infection heterogeneity. A combination simulation showed that at least 12 unique sampling sites are necessary to accurately assess the true prevalence at the city level. Finally, we could show that also the screening method influences reported prevalence, with blood samples and non-PCR screening inflating reported prevalence rates. Taken together, we recommend that urban surveillance reports include at least 12 sampling sites, use standardized screening protocols and provide site-level data so that fine-scale heterogeneity can be taken into account.
DOI: 10.15468/dl.36twv7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_0_GID","value":"ARG","matchCase":false},{"type":"equals","key":"GADM_LEVEL_1_GID","value":"ARG.22_1","matchCase":false},{"type":"equals","key":"GADM_LEVEL_2_GID","value":"ARG.22.2_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058876-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/46ptxszc6j
title: An Analysis of Key Constraining Factors on Load Control for Power Grid Companies from the Perspective of Industrial Chain Sustainability

description: The data presented herein comprise the detailed dataset for the case study section of the paper titled "An Analysis of Key Constraining Factors on Load Control for Power Grid Companies from the Perspective of Industrial Chain Sustainability". It includes the initial expert group assessments and key data illustrating the calculation procedures. These materials are provided to help readers better understand the implementation workflow of the methodology proposed in the study.
DOI: 10.17632/46ptxszc6j.1
title: An Analysis of Key Constraining Factors on Load Control for Power Grid Companies from the Perspective of Industrial Chain Sustainability

description: The data presented herein comprise the detailed dataset for the case study section of the paper titled "An Analysis of Key Constraining Factors on Load Control for Power Grid Companies from the Perspective of Industrial Chain Sustainability". It includes the initial expert group assessments and key data illustrating the calculation procedures. These materials are provided to help readers better understand the implementation workflow of the methodology proposed in the study.
DOI: 10.17632/3372jng8mg
title: Data for: High-precision chronology of the Early-Middle Pennsylvanian: constraints on astronomical pacing of cyclothems and glacioeustasy

description: Input and output data for age-depth models, Lower-Middle Pennsylvanian, Ruhr Basin.
Dataset S1: Location of coal and marine marker horizons in composite sections, Ruhr Basin.
Dataset S2: Kernel probability density of age estimates, marine bands, Ruhr Basin.
DOI: 10.17632/3372jng8mg.3
title: Data for: High-precision chronology of the Early-Middle Pennsylvanian: constraints on astronomical pacing of cyclothems and glacioeustasy

description: Input and output data for age-depth models, Lower-Middle Pennsylvanian, Ruhr Basin.
Dataset S1: Location of coal and marine marker horizons in composite sections, Ruhr Basin.
Dataset S2: Kernel probability density of age estimates, marine bands, Ruhr Basin.
DOI: 10.15468/dl.9v9v99
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Semele solida, Amphidesma orbiculare, Amphidesma rugulosum, Amphidesma solida)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058877-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6nwppg5syn
title: HLM-MOCAP: A Motion Capture Dataset of Context-Dependent Human Arm Motion for Human-Like Robot Motion Generation

description: HLM-MOCAP is a motion capture dataset of human upper-limb movements recorded to support data-driven generation of human-like trajectories for collaborative robots in assembly-like scenarios. Forty healthy adults performed a fixed set of seven single-arm tasks at a standardized table-top workstation. The task set includes point-to-point reaches to multiple targets, sequential reaching along a predefined path, planar tracing of zigzag and circular contours, grasp-and-place movements around an obstacle with and without arm crossing, transport of a weighted cylinder, and a precision placement task involving small screws.

The dominant arm was tracked using an eight-camera Vicon MX T10 infrared motion capture system operating at 200 Hz with retro-reflective markers attached to the finger, wrist, elbow, and shoulder. Recordings were exported from Vicon software and organized into trial-wise CSV files.

The repository provides raw and minimally processed trajectories, time-normalized position data, derived velocity and acceleration profiles, and aggregated averages per task and participant group. In addition, diagnostic plots and Python scripts are included to reproduce the preprocessing pipeline (gap filling, trimming, trimming of non-movement phases, time normalization, and smoothing) and to visualize the data. The dataset is suitable for research on human-like robot motion generation, learning from demonstration, human arm movement analysis, and benchmarking of trajectory generation methods in human–robot collaboration contexts.
DOI: 10.17632/6nwppg5syn.1
title: HLM-MOCAP: A Motion Capture Dataset of Context-Dependent Human Arm Motion for Human-Like Robot Motion Generation

description: HLM-MOCAP is a motion capture dataset of human upper-limb movements recorded to support data-driven generation of human-like trajectories for collaborative robots in assembly-like scenarios. Forty healthy adults performed a fixed set of seven single-arm tasks at a standardized table-top workstation. The task set includes point-to-point reaches to multiple targets, sequential reaching along a predefined path, planar tracing of zigzag and circular contours, grasp-and-place movements around an obstacle with and without arm crossing, transport of a weighted cylinder, and a precision placement task involving small screws.

The dominant arm was tracked using an eight-camera Vicon MX T10 infrared motion capture system operating at 200 Hz with retro-reflective markers attached to the finger, wrist, elbow, and shoulder. Recordings were exported from Vicon software and organized into trial-wise CSV files.

The repository provides raw and minimally processed trajectories, time-normalized position data, derived velocity and acceleration profiles, and aggregated averages per task and participant group. In addition, diagnostic plots and Python scripts are included to reproduce the preprocessing pipeline (gap filling, trimming, trimming of non-movement phases, time normalization, and smoothing) and to visualize the data. The dataset is suitable for research on human-like robot motion generation, learning from demonstration, human arm movement analysis, and benchmarking of trajectory generation methods in human–robot collaboration contexts.
DOI: 10.17632/vbcgshjknh
title: Replication data for PATHOLOGICAL FRATAXIN DEFICIENCY CAUSES TISSUE-SPECIFIC ALTERATIONS IN IRON HOMEOSTASIS: IMPLICATIONS FOR FRIEDREICH ATAXIA

description: Quantitative western blot, qPCR, Iron content, activities and mass spectrometry data for PATHOLOGICAL FRATAXIN DEFICIENCY IN MICE CAUSES TISSUE-SPECIFIC ALTERATIONS IN IRON HOMEOSTASIS.
Raw western blot images from the same publication.
DOI: 10.17632/vbcgshjknh.2
title: Replication data for PATHOLOGICAL FRATAXIN DEFICIENCY CAUSES TISSUE-SPECIFIC ALTERATIONS IN IRON HOMEOSTASIS: IMPLICATIONS FOR FRIEDREICH ATAXIA

description: Quantitative western blot, qPCR, Iron content, activities and mass spectrometry data for PATHOLOGICAL FRATAXIN DEFICIENCY IN MICE CAUSES TISSUE-SPECIFIC ALTERATIONS IN IRON HOMEOSTASIS.
Raw western blot images from the same publication.
DOI: 10.17632/vp98hbw5y6
title: Divergent Soil Filtering of Leaf Functional Traits in Non-Karst and Karst Habitats: From pH Screening to Stoichiometric Control

description: Leaf Functional Traits and Soil Physicochemical Properties of Pinus yunnanensis in Karst and Non-karst Habitats
DOI: 10.17632/vp98hbw5y6.1
title: Divergent Soil Filtering of Leaf Functional Traits in Non-Karst and Karst Habitats: From pH Screening to Stoichiometric Control

description: Leaf Functional Traits and Soil Physicochemical Properties of Pinus yunnanensis in Karst and Non-karst Habitats
DOI: 10.15468/dl.763fjq
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coelognathus radiatus"
 ]
}

 The dataset includes 83 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058879-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x72xhffdz5
title: Parasitic wasps

description: parasitic wasp data for Biodiverse hedgerows enhance parasitic wasp abundance in oilseed rape crops grown with regenerative principles
DOI: 10.17632/x72xhffdz5.1
title: Parasitic wasps

description: parasitic wasp data for Biodiverse hedgerows enhance parasitic wasp abundance in oilseed rape crops grown with regenerative principles
DOI: 10.17026/ar/vfzcr9
title: PAN-00173332 - coarse ware pitcher type Hofh. 86B

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173332&lt;/p&gt;
description: Modified: 2025-11-13T13:31:52+01:00
DOI: 10.17632/s57wnx78vh.2
title: LNS Occluded and Low-Light Human Face Detection Dataset

description: The Hybrid Face Detection Dataset: Occluded and Low-Light Facial Images is a comprehensive and diverse collection designed to support the development and evaluation of robust face detection algorithms under real-world challenges. This dataset contains a total of 12,000 images, primarily featuring human faces captured under a variety of difficult conditions. It is an enhanced and updated version of the LNSONI Human Face Dataset, with expanded coverage of complex scenarios and demographic diversity.

Key features of the dataset include:

Low-Light Face Images: A significant portion of the dataset includes images captured in dim lighting or with poor illumination, simulating real-world conditions such as night-time surveillance, shadowed environments, or indoor low-light scenes.

Occluded Face Images: The dataset contains faces partially covered by common occluding objects such as masks, sunglasses, scarves, hands, and hair. These examples are essential for training models to be resilient against partial visibility.

Multi-Angle Face Images: To increase variability, the dataset includes images of faces from various angles and poses, including frontal, profile, and semi-profile views. This helps in evaluating pose-invariant detection capabilities.

Non-Face Images: To improve classifier discrimination, the dataset also includes a curated selection of non-face images featuring background objects, textures, and clutter that could potentially trigger false positives in detection algorithms.

Diversity of Subjects: The dataset spans a wide range of age groups, from infants to elderly individuals, and represents multiple ethnicities and geographical regions, ensuring inclusivity and aiding generalization across global populations.

This dataset is suitable for training, validating, and benchmarking face detection systems, especially those designed to handle occlusion, low illumination, and variability in face orientation. It supports research in areas such as smart surveillance, biometric systems, mobile authentication, and real-time face recognition in challenging environments.
DOI: 10.17632/wnjnhkkczz.1
title: Low-resolution electron density map of the druggable 5'3WJ of IL-2 RNA

description: This dataset contains a low-resolution electron density map generated to support the structural visualisation of the IL-2 RNA region (5'3WJ).
The map is intended for visualization of the RNA structure in the manuscript: Nowacka et al. Identification of a region within 5’UTR of Interleukin-2 mRNA offers a promising strategy of drug development for autoimmune disorders.

File format: MRC
Resolution: low / not applicable

The dataset is provided as supporting data for the associated publication.
DOI: 10.17632/hyhjdfnsdc
title: Variations in Characteristics and Clinical Outcomes of Cutaneous Melanoma Among Asian Americans: An Analysis of Surveillance, Epidemiology, and End Results Database

description: This dataset includes supplemental material involved in the research paper.
DOI: 10.17632/hyhjdfnsdc.1
title: Variations in Characteristics and Clinical Outcomes of Cutaneous Melanoma Among Asian Americans: An Analysis of Surveillance, Epidemiology, and End Results Database

description: This dataset includes supplemental material involved in the research paper.
DOI: 10.17632/c49bkshg2w
title: Dataset of A Conditional Diffusion Model Framework for Automated Residential Floorplan Generation

description: The dataset includes common suite floorplans of multi-story and high-rise urban apartment residences in China.The data focused on south-north-oriented floorplan layouts (all living rooms and bedrooms facing south or north). The sample size for model training was 3,000. Floorplan images were semantically segmented according to room functions.
DOI: 10.17632/c49bkshg2w.1
title: Dataset of A Conditional Diffusion Model Framework for Automated Residential Floorplan Generation

description: The dataset includes common suite floorplans of multi-story and high-rise urban apartment residences in China.The data focused on south-north-oriented floorplan layouts (all living rooms and bedrooms facing south or north). The sample size for model training was 3,000. Floorplan images were semantically segmented according to room functions.