cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34894/rmw5pf
title: General Description and Project Summaries - ARISTOTEL

description: This dataset contains the &lt;b&gt;general description and publishable summaries&lt;/b&gt; of the EU project &lt;b&gt;Aircraft and Rotorcraft Pilot Couplings - Tools and Techniques for Alleviation and Detection (ARISTOTEL)&lt;/b&gt;.&lt;br&gt; 
&lt;br&gt;The aim of this 3-year project was to advance in the understanding, prediction and alleviation of a particularly unfavourable category of phenomena, the so-called &lt;b&gt;aircraft-pilot-couplings and rotorcraft-pilot-couplings (A/RPCs)&lt;/b&gt;, which may lead to catastrophic failures.&lt;br&gt; 
&lt;br&gt;At the end of the project, the ARISTOTEL consortium successfully developed &lt;b&gt;design and simulation guidelines for A/RPCs&lt;/b&gt;. A list of all &lt;b&gt;journal articles and conference proceedings&lt;/b&gt; related to this project can be found in the metadata tab.
description: Project Members 

Delft University of Technology (TUD)
Wytwornia Sprzetu Komunikacyjnego PZL-Swidnik Spolka Akcyjna (PZL-Swidnik)
Office National d’Etudes et de Recherches Aerospatiales (ONERA)
Politecnico di Milano (POLIMI)
Università degli Studi Roma Tre (UROMA3)
University of Liverpool (UoL)
Stichting Nationaal Lucht- en Ruimtevaartlaboratorium (NLR)
Institute for Theoretical and Experimental Analysis of Aeronautical Structures (STRAERO)
Central Aerohydrodynamic Institute (TsAGI)
European Research and Project Office GmbH (Eurice)
DOI: 10.17632/s7fbpmn4nx
title: Identifying Devonian subduction polarity reversal in the southern margin of Altaids

description: Petrographic descriptions, representative petrographic photographs, and analytical methods are provided in Supplementary Text S1, whereas the sample locations, U–Pb dating results, Hf isotopic data and whole-rock geochemical data are presented in Supplementary Tables S1-S3.
DOI: 10.17632/s7fbpmn4nx.1
title: Identifying Devonian subduction polarity reversal in the southern margin of Altaids

description: Petrographic descriptions, representative petrographic photographs, and analytical methods are provided in Supplementary Text S1, whereas the sample locations, U–Pb dating results, Hf isotopic data and whole-rock geochemical data are presented in Supplementary Tables S1-S3.
DOI: 10.34894/u0zmqf
title: Deliverables - ARISTOTEL

description: This dataset contains the &lt;b&gt;deliverables&lt;/b&gt; of the EU project &lt;b&gt;Aircraft and Rotorcraft Pilot Couplings - Tools and Techniques for Alleviation and Detection (ARISTOTEL)&lt;/b&gt;. &lt;br&gt;
&lt;br&gt;The aim of this 3-year project was to advance in the understanding, prediction and alleviation of a particularly unfavourable category of phenomena, the so-called &lt;b&gt;aircraft-pilot-couplings and rotorcraft-pilot-couplings (A/RPCs)&lt;/b&gt;, which can lead to catastrophic failures. &lt;br&gt;
&lt;br&gt;The project was divided into 7 work packages (WP):&lt;br&gt; 
&lt;ul&gt;
&lt;li&gt;WP1 - The Anatomy of A/RPC&lt;/li&gt; 
&lt;li&gt;WP2 - Rigid Body Modelling and Prediction of A/RPC&lt;/li&gt;
&lt;li&gt;WP3 - Aero-servo-elastic Modelling and Prediction for A/RPC&lt;/li&gt; 
&lt;li&gt;WP4 - Testing and Validation for A/RPC&lt;/li&gt;
&lt;li&gt;WP5 - Design Guidelines and Methodologies for A/RPC Prevention&lt;/li&gt;
&lt;li&gt;WP6 - Dissemination and Exploitation&lt;/li&gt;
&lt;li&gt;WP7 - Management&lt;/li&gt;
&lt;/ul&gt;
&lt;br&gt;At the end of the project, ARISTOTEL successfully delivered &lt;b&gt;design and simulation guidelines for A/RPCs&lt;/b&gt;.
DOI: 10.17632/n2jy5g8dvm.2
title: The Impact of Botulinum Toxin on Hair Transplantation Outcomes: A Split-scalp Randomized Controlled Trial

description: Botulinum toxin (BoNT), derived from Clostridium botulinum, is widely recognized for its cosmetic applications and therapeutic efficacy in various neurological and dermatological disorders. In recent years, its potential role in treating hair related disorders has garnered increasing attention, including androgenetic alopecia (AGA) alopecia areata (AA), telogen effluvium (TE), and trichodynia-associated alopecia. Our own prior research corroborates these findings, indicating that for AGA patients with vertex hair loss, both intradermal injection within the alopecic area and intramuscular injection around the head effectively increase hair diameter, with the latter showing greater efficacy in improving hair density. 
For AGA patients with male pattern (male pattern hair loss, MPHL) and patient with congenital high hairline (CHHL), hair transplantation constitutes a commonly employed treatment modality. While significant technical advancements have been made in transplantation techniques, persistent challenges include graft survival and preservation. Ischemia during the immediate post-implantation period is a primary contributor to transplantation failure. BoTN can improve the scalp microenvironment by enhancing local oxygenation and blood flow through vasodilation and reduced vascular pressure. Given the proposed mechanism of BoNT, we hypothesize that perioperative BoNT administration may offer a novel approach to enhance hair transplantation outcomes by mitigating ischemia-induced graft failure. To rigorously evaluate this hypothesis, we designed and registered the present randomized split-scalp controlled trial investigating the impact of preoperative BoNT on hair transplantation outcomes.
DOI: 10.15161/oar.it/212103
title: Carta Geologica d'Italia alla scala 1:50.000, F. 277 Bibbiena
DOI: 10.17632/gkcmfxmdz7
title: CARE checklist for Clinical characteristics and pathological analyses of intra-abdominal aggressive fibromatosis: A case report and literature review

description: This dataset contains the completed CARE checklist (Case Report guidelines) for the manuscript entitled "Clinical characteristics and pathological analyses of intra-abdominal aggressive fibromatosis: A case report and literature review". The checklist details how our case report adheres to each item of the CARE guidelines, with corresponding citations and locations within the manuscript.
DOI: 10.17632/gkcmfxmdz7.1
title: CARE checklist for Clinical characteristics and pathological analyses of intra-abdominal aggressive fibromatosis: A case report and literature review

description: This dataset contains the completed CARE checklist (Case Report guidelines) for the manuscript entitled "Clinical characteristics and pathological analyses of intra-abdominal aggressive fibromatosis: A case report and literature review". The checklist details how our case report adheres to each item of the CARE guidelines, with corresponding citations and locations within the manuscript.
DOI: 10.17632/yh5wvyjwp3
title: Foe to Friend

description: Its a review work
DOI: 10.17632/yh5wvyjwp3.1
title: Foe to Friend

description: Its a review work
DOI: 10.17632/d42n3cp86p.2
title: SkySeaLand Satellite Object Detection Dataset

description: This dataset was created to support a research idea that transportation-related objects in satellite imagery can be detected with steady accuracy when they are labeled with clear and consistent annotations. It focuses on four object classes: airplane, boat, car, and ship, and includes scenes from airports, highways, harbors, marinas, and coastal regions. These locations were selected to cover different backgrounds, object scales, and environmental conditions, which helps in studying model performance in realistic satellite settings.

Images were collected using Google Earth Pro under fair use and academic research guidelines. Candidate regions were explored manually and exported in high resolution through the built-in tools of the software. After collection, each image was reviewed for clarity, relevance, and presence of target objects. Files with heavy noise, strong cloud cover, or duplicate viewpoints were removed. When needed, basic preparation such as cropping and resizing was applied to keep the focus on relevant areas while maintaining visual quality.

Annotation was carried out using CVAT and Roboflow. Each object instance was marked with a bounding box and assigned one of the four class labels. A separate verification pass was performed to maintain consistent box placement and correct class assignment across the dataset. For this release, all final annotations are stored in a single COCO format JSON file that follows the standard object detection structure. The images are organized into separate folders for training, validation, and testing. A Roboflow project link is provided so that users can view the dataset online, apply their own preprocessing pipeline, and export the same annotations into formats such as YOLO or Pascal VOC if required.

The dataset can be interpreted by loading the COCO JSON file, reading the category identifiers, and mapping them to airplane, boat, car, and ship. Each annotation entry provides bounding box coordinates and class information that can be used directly with common computer vision libraries. Researchers can use this dataset to test model generalization across land and sea scenes, evaluate multi-class detection performance, study small object behavior, compare detection architectures, and explore transfer learning strategies in aerial imagery.
DOI: 10.15468/dl.98tmkr
title: Occurrence Download

description: A dataset containing 14744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is one of (Localización de táxones botánicos de interés para la identificación de hábitats de la REDIAM (Secretaría General de Medio Ambiente, Agua y Cambio Climático), Sistema de Información de la vegetación Ibérica y Macaronésica, CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España, DIBA-Parc Natural del Montseny, FloraCAT: Banco de datos de los cormófitos de Cataluña, Tercer Inventario Forestal Nacional. Ministerio de Agricultura, Alimentación y Medio Ambiente (España/Spain))",
 "Geometry POLYGON((-9.72943 43.25453,-9.63552 40.98407,-7.23802 40.70808,-7.39437 38.94708,-7.23802 37.22426,-6.9253 35.88458,-4.45327 35.99585,-1.79099 36.54222,-0.38724 37.04612,0.43565 38.00582,0.43565 39.14109,0.9681 40.11042,2.22664 40.81017,3.38836 42.68785,1.59737 42.90097,-0.48405 43.3602,-2.12983 43.81599,-5.22775 44.05998,-7.84163 44.16424,-9.72943 43.25453))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alnus glutinosa"
 ]
}

 The dataset includes 14744 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010036-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/vjp6w
title: Motivated Look at Indicating Verbs in ASL (MoLo) Dataset

description: "Motivated Look at Indicating Verbs in ASL" (MoLo) is a corpus-based project at Gallaudet University, PIs - Julie A. Hochgesang, Paul Dudis, Ryan Lepic, Emily Shaw, and Miako Villanueva.
DOI: 10.24397/pangloss-0010227
title: Baima 03
DOI: 10.5281/zenodo.17725223
title: Dataset: High-temperature micropillar compression data for Nickel bicrystals with a high-angle grain boundary

description: This dataset contains SEM images and in situ SEM micropillar compression data from 30 micropillars fabricated in a Ni bicrystal containing a high-angle grain boundary. The pillar diameters range from 1 µm to 3 µm, and tests were performed at room temperature and at 300 °C under a nominal strain rate of 10^{-3} s^{-1}. Micropillar compression tests were performed using a Bruker Hysitron PI89 indenter equipped with a high-load transducer and operated in displacement-controlled mode.Data are organized by pillar diameter and test temperature. Each group includes SEM images acquired before and after deformation, documenting pillar geometry and the resulting slip activity. The corresponding engineering stress–strain data from the in situ compression tests are provided in CSV format.
DOI: 10.15468/dl.kba7rp
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Culex mosquitoes distribution in Ghana"
 ]
}

 The dataset includes 223 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010037-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17725222
title: Dataset: High-temperature micropillar compression data for Nickel bicrystals with a high-angle grain boundary

description: This dataset contains SEM images and in situ SEM micropillar compression data from 30 micropillars fabricated in a Ni bicrystal containing a high-angle grain boundary. The pillar diameters range from 1 µm to 3 µm, and tests were performed at room temperature and at 300 °C under a nominal strain rate of 10^{-3} s^{-1}. Micropillar compression tests were performed using a Bruker Hysitron PI89 indenter equipped with a high-load transducer and operated in displacement-controlled mode.Data are organized by pillar diameter and test temperature. Each group includes SEM images acquired before and after deformation, documenting pillar geometry and the resulting slip activity. The corresponding engineering stress–strain data from the in situ compression tests are provided in CSV format.
DOI: 10.17863/cam.112825
title: Research Data Supporting "The effect of Co additions on the microstructure and mechanical properties of solute lean ⍺ + β Ti alloys"

description: Data for associated publication. Folders labelled by technique, with file names corresponding to composition and condition (e.g. HT temperature). Detailed methodology is provided in the publication, which is available open access from the publisher. Parameters are contained within the file metadata.
DOI: 10.34740/kaggle/dsv/13882411
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.cjupcb
title: Occurrence Download

description: A dataset containing 36287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is one of (Greenland, French Southern Territories, Russian Federation, Iceland, Finland, Canada, Svalbard and Jan Mayen, Sweden, United States of America, Norway)",
 "DatasetKey is one of (Villreinobservasjoner, iNaturalist Research-grade Observations, Norwegian Species Observation Service, Observation.org, Nature data from around the World, Artportalen, USGS GAP - Alaska - Vertebrates - 1867-2009, Naturbase - Villrein, Arctic Species Trend Index (ASTI) : Terrestrial)",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (d3978a37-635a-4ae3-bb85-7b4d41bc0b88, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, b8323864-602a-4a7d-9127-bb903054e97d, c3ad790a-d426-4ac1-8e32-da61f81f0117, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, c227aa75-e44d-42b3-89b5-3d2a6210c841, 44862593-2fdd-4491-ab79-b500b8272aac)",
 "TaxonKey is Rangifer tarandus",
 "Year 1995-2025"
 ]
}

 The dataset includes 36287 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010038-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucy6k4
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Lebanon",
 "OccurrenceStatus is Present",
 "TaxonKey is Retama raetam"
 ]
}

 The dataset's 2 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010031-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.16091.84007
title: Упоминания терминов «рубленый город», «рубленый острог» и «рубленая стена» в письменных источниках XVI-XVIII веков
DOI: 10.15468/dl.mekjtf
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Morocco, Algeria, Tunisia)",
 "TaxonKey is Salamandra algira"
 ]
}

 The dataset includes 215 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010039-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17405881
title: Validation of TRANSLATE Climate Projections for Constraining Interannual Dry and Wet Conditions and for Assessing the Impact of Climate Change on Groundwater Levels

description: This dataset includes data related to the comprehensive assessment carried out to validate TRANSLATE climate projections for Ireland. It focuses on the ability of TRANSLATE projections to represent interannual variability in wet and dry conditions (i.e., consecutive wet and dry years) and the consequent implications for groundwater flood and drought modelling. The dataset includes the input data used for the evaluation, the assessment outcomes, and the documentation developed to report and disseminate the project results, as well as a list of recommendations for using TRANSLATE climate projections to assess climate change impacts on groundwater levels. The readme files within the directories provide detailed information about the content of the dataset.

This dataset was produced as part of a GSI Short Call 2024 project, funded by Geological Survey Ireland and led by MKO with the support of CDMSmith, Geological Survey Ireland, Met Éireann, and the Irish Centre for High-End Computing. The project, titled "Validation of TRANSLATE for constraining interannual dry and wet conditions and for assessing the impact of climate change on groundwater levels" (grant number: 2024-SC-021), aims to enhance confidence in climate change impact studies relevant to groundwater resources. 

This research project used a methodology that derives from a research and development project in the United States, which is currently being patented [1]. Access to the dataset will be restricted until the patent process is completed. 






[1] CDM Smith has a patent pending with the USPTO for the “Systems and Methods for Drought Projection,” which is marketed as DroughtLook.™ CDM Smith also has a pending international patent application filed under the Patent Cooperative Treaty (PCT).  Ireland is a member country of the PCT.  All rights are reserved.
DOI: 10.5281/zenodo.17405880
title: Validation of TRANSLATE Climate Projections for Constraining Interannual Dry and Wet Conditions and for Assessing the Impact of Climate Change on Groundwater Levels

description: This dataset includes data related to the comprehensive assessment carried out to validate TRANSLATE climate projections for Ireland. It focuses on the ability of TRANSLATE projections to represent interannual variability in wet and dry conditions (i.e., consecutive wet and dry years) and the consequent implications for groundwater flood and drought modelling. The dataset includes the input data used for the evaluation, the assessment outcomes, and the documentation developed to report and disseminate the project results, as well as a list of recommendations for using TRANSLATE climate projections to assess climate change impacts on groundwater levels. The readme files within the directories provide detailed information about the content of the dataset.

This dataset was produced as part of a GSI Short Call 2024 project, funded by Geological Survey Ireland and led by MKO with the support of CDMSmith, Geological Survey Ireland, Met Éireann, and the Irish Centre for High-End Computing. The project, titled "Validation of TRANSLATE for constraining interannual dry and wet conditions and for assessing the impact of climate change on groundwater levels" (grant number: 2024-SC-021), aims to enhance confidence in climate change impact studies relevant to groundwater resources. 

This research project used a methodology that derives from a research and development project in the United States, which is currently being patented [1]. Access to the dataset will be restricted until the patent process is completed. 






[1] CDM Smith has a patent pending with the USPTO for the “Systems and Methods for Drought Projection,” which is marketed as DroughtLook.™ CDM Smith also has a pending international patent application filed under the Patent Cooperative Treaty (PCT).  Ireland is a member country of the PCT.  All rights are reserved.
DOI: 10.15468/dl.xyt7yr
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Miconia langsdorffii"
 ]
}

 The dataset includes 26 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010041-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6r89w
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "DatasetKey is one of (Col·lecció de plantes de l'herbari de la Universitat de Barcelona, CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA), DIBA-Parc Natural del Montseny, Institut Botanic de Barcelona (IBB), CSIC-CMCNB – BC-Plantae)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Senecio pterophorus"
 ]
}

 The dataset includes 113 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010042-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kxrd6t6hdy
title: Figure

description: This data contains images about Illustrates the conceptual framework model hypothesis, Results of the path analysis, Word Cloud Analysis, Cluster Analysis
DOI: 10.17632/kxrd6t6hdy.1
title: Figure

description: This data contains images about Illustrates the conceptual framework model hypothesis, Results of the path analysis, Word Cloud Analysis, Cluster Analysis
DOI: 10.17632/jv7sg7yycv
title: data 1010

description: data
DOI: 10.17632/jv7sg7yycv.1
title: data 1010

description: data
DOI: 10.15468/dl.9hajnz
title: Occurrence Download

description: A dataset containing 72021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Zeus faber"
 ]
}

 The dataset includes 72021 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009997-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ywth33dpww.1
title: PhysiSens : Real Time Physics Lab Instrument Image Dataset

description: The "PhysiSens" dataset contains 5,185 annotated images of physics instrument sourced from the Physics Lab Support Room, the United International University (UIU). This dataset was specifically designed to facilitate the development and validation of machine learning models for the real-time detection of physics instrument. To mimic real-world scenarios and enhance the robustness of models trained on this data, images were captured under varied lighting conditions and against diverse backgrounds. Each electronic component was photographed from multiple angles, and following collection, images were standardized through auto-orientation and resized to 640x640 pixels, introducing augmentation increases brightness (0 to 20%) . The dataset is organized into 20 distinct classes of commonly used physics instrument. The dataset were split into training (70%), validation (20%), and test (10%) sets.