cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/p933s7df5f.1
title: LINF_070015900

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/p933s7df5f.2
title: LINF_070015900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9dfgppm92v.1
title: LINF_070016200

description: nucleolar RNA-binding protein; Leishmania infantum
DOI: 10.17632/9dfgppm92v
title: LINF_070016200

description: Nucleolar RNA-binding protein | NOP44; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9dfgppm92v.2
title: LINF_070016200

description: Nucleolar RNA-binding protein | NOP44; Leishmania infantum (strain JPCM5)
DOI: 10.17632/2hc4cd84s2
title: Asynchronous 3D total body photography is a reliable tool for the clinical assessment of Mycosis Fungoides

description: Supplementary Material
DOI: 10.17632/2hc4cd84s2.1
title: Asynchronous 3D total body photography is a reliable tool for the clinical assessment of Mycosis Fungoides

description: Supplementary Material
DOI: 10.17632/3xphsf6xgk.1
title: Genetic algorithm-optimized artificial neural network - optimization biomass and EPS

description: This module contains scripts to develop a GA-optimized ANN model from an experimental data set, and use the models for individual and multi-objective process optimization based on desirability, and Pareto font.
DOI: 10.17632/5vgtdn5d93.1
title: Effect of Chemical Structure and Apparent Density of Rigid

description: The aim of this work was to synthesize polyurethane foams based on petrochemical polyols and biopolyols with specific apparent densities (40, 60, 80, 100, and 120 kg/m3), test their properties, glycolyze them, and finally analyze each glycolyzed product. The petroleum-based foams, used as reference foams, and the bio-based foams underwent a series of standard tests to define their properties (the content of closed cells 20–95%, compressive strength 73–1323 kPa, thermal conductivity 24–42 mW/m∙K, brittleness 4.6–82.9%, changes in linear dimensions &lt; 1%, and water absorption &lt; 1%). Taking into account the need for recycling, the foams were shredded and then glycolyzed by diethylene glycol, with the addition of a catalyst in the form of potassium hydroxide. The chemolysis products were analyzed through determination, i.e., the amine and the hydroxyl values, viscosity, and molecular weight. The obtained rebiopolyols had hydroxyl numbers ranging from 476 to 511 mg KOH/g. The type of biopolyol used in the PUR foam systems had a significant impact on the amine number and the viscosity of the obtained rebiopolyol.
DOI: 10.15468/dl.9gkvr8
title: Occurrence Download

description: A dataset containing 1191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.9 41,-66.9 41,-66.9 45.1,-71.9 45.1,-71.9 41))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agarum Dumortier, 1822",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1191 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013094-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/be591e6450d55b65e1a684d8858200be
title: Forest Transition Experiment - Vegetation Monitoring on a Coastal Virginia Forest, 2019-2023

description: This dataset contains data on vegetation (shrubs, trees, non-woody vegetation, seedlings and Phragmites occurrence in permanent plots at the Brownsville Forest near Nassawadox, VA.
DOI: 10.17632/8x3kk4v7bh
title: Knowledge, Attitude and Practices Regarding Antibiotic Use and Resistance Among Medical Students in East Africa University, Bosaso ,Somalia

description: Abstract
Introduction: Antibiotic resistance (ABR) is a growing public health concern, particularly in developing countries like Somalia. Medical students play a crucial role in future antimicrobial stewardship. Understanding their knowledge, attitudes, and practices (KAP) regarding antibiotic use and resistance is essential in addressing this issue.

Objective: This study aims to assess the knowledge, attitudes, and practices of medical students at East Africa University, Bosaso, regarding antibiotic use and resistance.

Methods: A descriptive cross-sectional study was conducted among 254 medical students at East Africa University, Bosaso. Data were collected using a structured questionnaire assessing demographic characteristics, knowledge, attitudes, and practices related to antibiotic use and resistance. Descriptive statistics were used to analyze the data.

Results: The study found that 59.7% of students demonstrated good knowledge regarding antibiotic use and resistance, while 46.8% had a positive attitude towards antibiotic use. However, only 43.6% reported good practices. Notably, 60.2% of students admitted to purchasing antibiotics without a prescription, and 58.7% used leftover antibiotics without consulting a doctor.

Conclusion: While medical students exhibited a satisfactory level of knowledge, gaps in attitudes and practices highlight the need for enhanced educational interventions. Implementing targeted awareness campaigns, curriculum improvements, and policy measures can help promote responsible antibiotic use and mitigate resistance.
Knowledge, Attitude and Practices Regarding Antibiotic Use and Resistance Among Medical Students in East Africa University, Bosaso ,Somalia
DOI: 10.17632/8x3kk4v7bh.1
title: Knowledge, Attitude and Practices Regarding Antibiotic Use and Resistance Among Medical Students in East Africa University, Bosaso ,Somalia

description: Abstract
Introduction: Antibiotic resistance (ABR) is a growing public health concern, particularly in developing countries like Somalia. Medical students play a crucial role in future antimicrobial stewardship. Understanding their knowledge, attitudes, and practices (KAP) regarding antibiotic use and resistance is essential in addressing this issue.

Objective: This study aims to assess the knowledge, attitudes, and practices of medical students at East Africa University, Bosaso, regarding antibiotic use and resistance.

Methods: A descriptive cross-sectional study was conducted among 254 medical students at East Africa University, Bosaso. Data were collected using a structured questionnaire assessing demographic characteristics, knowledge, attitudes, and practices related to antibiotic use and resistance. Descriptive statistics were used to analyze the data.

Results: The study found that 59.7% of students demonstrated good knowledge regarding antibiotic use and resistance, while 46.8% had a positive attitude towards antibiotic use. However, only 43.6% reported good practices. Notably, 60.2% of students admitted to purchasing antibiotics without a prescription, and 58.7% used leftover antibiotics without consulting a doctor.

Conclusion: While medical students exhibited a satisfactory level of knowledge, gaps in attitudes and practices highlight the need for enhanced educational interventions. Implementing targeted awareness campaigns, curriculum improvements, and policy measures can help promote responsible antibiotic use and mitigate resistance.
Knowledge, Attitude and Practices Regarding Antibiotic Use and Resistance Among Medical Students in East Africa University, Bosaso ,Somalia
DOI: 10.15468/dl.jz4h3w
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycaeides melissa samuelis Nabokov, 1943"
 ]
}

 The dataset includes 51 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013095-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5xyknbfyb5.1
title: Brain_MRI

description: The Brain MRI dataset consists of 3,192 images categorized into two classes: TUMOR (1,467 images) and NORMAL (1,725 images). It is widely used for binary classification tasks to distinguish between MRI scans with and without tumors. This dataset is valuable for developing deep learning and machine learning models for automated tumor detection. Preprocessing techniques like normalization, data augmentation, and feature extraction using CNNs or transfer learning models can enhance classification performance, aiding in accurate medical diagnosis.
DOI: 10.15468/dl.c5b96b
title: Occurrence Download

description: A dataset containing 1625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.9 41,-66.9 41,-66.9 45.1,-71.9 45.1,-71.9 41))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laminaria J.V.F.Lamouroux, 1813",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1625 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013096-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25867474
title: "Insights to the taxonomy and phylogeny of the genus Ptilagrostis (Poaceae, Stipeae) with a key to species identification, checklists and outlines for further studies". Marta Krzempek<i>, Ewelina Klichowska, Marcin Nobis</i>. 2024

description: The SNP dataset derived from the DArTseq pipeline in the genlight and fasta format.
DOI: 10.17632/pymtdhfzbj.1
title: Induction Motor-Thermal Images

description: Dataset comprising 488 high-resolution thermal images of induction motors captured under varying operational conditions: no, medium, and full load. The dataset includes motors with both healthy and faulty bearings, resulting in six distinct operational states: Healthy Full Load (HFL), Healthy Medium Load (HML), Healthy No Load (HNL), Corroded Full Load (CFL), Corroded Medium Load (CML), and Corroded No Load (CNL). Distributed as 112 for HFL, 82 for HML, 90 for HNL, 49 for CFL, 79 for CML, and 76 for CNL. Images were captured using a FLIR C5 thermal camera, offering a thermal resolution of 160 × 120 pixels and a temperature detection range of -20°C to 400°C.
DOI: 10.57932/1cee24fc-1269-4093-8d7a-e294fe1e22f8
title: Influence of date palm based biochar and compost on water retention properties of soils with different sand contents

description: The influence of the addition of sand on the magnitude of the effect of organic amendments on soil water retention for a given soil has been investigated. To address this important question, semi-arid silt-rich soils from Spain were artificially enriched in sand in different proportions and supplemented with organic amendments: compost and biochar from date palm residues. Then, to quantify the influence of sand content and organic amendments application, soil water retention measurements were performed at nine matric potential values in laboratory using pressure membrane apparatus.
DOI: 10.15468/dl.58hhmd
title: Occurrence Download

description: A dataset containing 2057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ectopsocus petersi Smithers, 1978",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2057 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013097-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9f2bncscrm.1
title: Spectra and models for Introduction and development of machine learning models for LIBS for thermonuclear fusion

description: Spectra and models for Introduction and development of machine learning models for LIBS for thermonuclear fusion
DOI: 10.17632/j7tjmjzks5.1
title: Dataset and Code for Transfer Learning Approaches for EfficientNetV2 B0 and ImageNet skin cancer classification in convolution neural network

description: The dataset is collected through online dataset areas
DOI: 10.17632/2b3zct4g5w.1
title: Lactobacillus casei bacterial ghost-based DNA vaccine enhances the immune protection effect by stimulating macrophages to regulate intestinal mucosal immunity

description: Original data of fig 1,2,3,4,5,6,7
DOI: 10.15468/dl.edpq5r
title: Occurrence Download

description: A dataset containing 492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.9 41,-66.9 41,-66.9 45.1,-71.9 45.1,-71.9 41))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Colpomenia (Endlicher) Derbès & Solier, 1851",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 492 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013098-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25405/data.ncl.9907877
title: Highly-efficient formate production from CO2 electrochemical reduction and its direct application in formate fuel cell

description: The data describes a study of producing formate from CO2 electrochemical reduction with high efficiency and the direct utilization of this product to power a formate fuel cell.
DOI: 10.25405/data.ncl.9907877.v1
title: Highly-efficient formate production from CO2 electrochemical reduction and its direct application in formate fuel cell

description: The data describes a study of producing formate from CO2 electrochemical reduction with high efficiency and the direct utilization of this product to power a formate fuel cell.
DOI: 10.57932/6b3daa26-4aa0-41f1-ba77-d2bbee95e822
title: Barley cultivation under controlled conditions in a salty soil with date palm organic amendment

description: This study focused on the effects of organic amendment (compost and biochar) application on plant response, soil properties and the dynamics of soil nitrogen loss through leachate in the context of arid systems. A mesocosm trial was conducted in an Ecolab climatic chamber at the CEREEP-Ecotron IdF research center.
DOI: 10.5285/844bd5c5bc9940d6b04cd35bd9c8b956
title: TLS-ARCH terrestrial laser scanner data: Maliau Basin (MLA-01), July 2018

description: This dataset is comprised of raw data from the NERC-funded, full waveform terrestrial laser scanner (TLS) deployed at Plot MLA-01 (Belian) is part of the Global Ecosystem Monitoring (GEM) network and is located in the rainforests of Malaysian Borneo.

TLS data was collected on a 10 m x 10 m grid where at each position the scanner captured data in an upright and tilted position. The scanner was set to an angular step of 0.04 degrees and 0.02 degress for upright and tilted scans respectively. In between each scan position a set of retro-reflective targets were positioned to be used as tie-points between scans. For more information on TLS acquisition refer to Wilkes et al. (2017). Scan data was coregistered using RiSCAN Pro, the 4x4 rotation transformation matrices to trasnform the point cloud data into a common reference coordinate system can be found in the "matrix" directory.
DOI: 10.17632/mrf4b2xxk3.1
title: Longcovid questionnaire

description: Symptoms based structured questionnaire to determine longcovid condition
DOI: 10.17632/nbjmvpdjdm
title: Northwestern Pacific Fe-Mn Crust Chemical Composition Data
DOI: 10.17632/nbjmvpdjdm.1
title: Northwestern Pacific Fe-Mn Crust Chemical Composition Data
DOI: 10.17632/fjhp6pwjwp.1
title: High-grade corded and hyalinized endometrioid carcinoma with MSI-high and STK11 mutation: A case report and literature review

description: This dataset comprises genomic and clinical data from a case of high-grade corded and hyalinized endometrioid carcinoma, a rare and aggressive variant of endometrial cancer. The tumor exhibits microsatellite instability-high (MSI-H) status and harbors a mutation in the STK11 gene, which is implicated in cellular metabolism and tumor suppression. The dataset includes whole-exome or whole-genome sequencing data, MSI status analysis, and immunohistochemical profiles. Clinical information, such as patient demographics, treatment history, and outcomes, is also provided. This case contributes to the understanding of the molecular landscape of high-grade endometrioid carcinomas and highlights the potential role of STK11 mutations and MSI-H status in tumorigenesis and therapeutic response. The data is intended to support further research into targeted therapies and biomarker discovery for rare endometrial cancer subtypes.
DOI: 10.5281/zenodo.15001077
title: Global Reservoir Sedimentation Rate (GRSR) dataset

description: The Global Reservoir Sedimentation Rate (GRSR) dataset, developed using the Integrated Reservoir Sedimentation Prediction (IRSP) model, integrates data from Global Dam Watch (GDW) version 1.0, the Original Reservoir Sedimentation Survey Information System (RESIS), academic publications, and water resource agency reports. It provides reservoir sedimentation rate (RSR) estimates for 34,372 reservoirs worldwide, with a total storage capacity of 7,284 km³. This dataset is associated with the study by Gong et al., "Quantifying Global Reservoir Sedimentation Rates," Geophysical Research Letters (under review, 2025).
DOI: 10.5281/zenodo.15001078
title: Global Reservoir Sedimentation Rate (GRSR) dataset

description: The Global Reservoir Sedimentation Rate (GRSR) dataset, developed using the Integrated Reservoir Sedimentation Prediction (IRSP) model, integrates data from Global Dam Watch (GDW) version 1.0, the Original Reservoir Sedimentation Survey Information System (RESIS), academic publications, and water resource agency reports. It provides reservoir sedimentation rate (RSR) estimates for 34,372 reservoirs worldwide, with a total storage capacity of 7,284 km³. This dataset is associated with the study by Gong et al., "Quantifying Global Reservoir Sedimentation Rates," Geophysical Research Letters (under review, 2025).
DOI: 10.15468/dl.8baqmn
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Lepus timidus Linnaeus, 1758"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013099-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/j35vs6ggg7.1
title: "Improvements from the physiotherapy motivates me to continue the treatment" - Qualitative Study on Quality Indicators of Patients with Knee Osteoarthritis undergoing Physiotherapy

description: Background: Global burden of disability increased due to knee osteoarthritis (OA) which treated with physiotherapy as a first-line management. So this study examined the perspectives and experiences of patients diagnosed with knee osteoarthritis (OA) radiographically and undergoing physiotherapy rehabilitation, as well as the facilitators and inhibitors that influence physiotherapy treatment. 
Method: A qualitative design was implemented, utilizing a phenomenological approach. A purposive sampling technique was employed to recruit 15 patients with knee osteoarthritis (PKOA). Demographic data, socio-economic status, and disease-related data were collected from a PKOA. Audio-recorded and verbatim transcribed one-on-one, semi-structured interviews were conducted in person or via telephone. Deductive thematic analysis was implemented to analyze the data.
Results: Four themes were identified, such as facilitators, inhibitors, experiences, and perceptions. Under these primary themes, 28 sub-themes were developed. The facilitators and inhibitors of physiotherapy for knee OA, including personal, physical, mental, social, economic, organizational, and health-related factors, were investigated, as PKOA had varying perspectives and experiences regarding knee OA and physiotherapy. 
Discussion: Despite the constraints of time and access, PKOA maintained a positive attitude and experience with physiotherapy. Physiotherapy rehabilitation is influenced by both physical and social environments, which serve as both facilitators and inhibitors. Reduced exercise adherence among PKOA is a consequence of financial constraints, a lack of awareness, and treatment efficacy. This can be mitigated by implementing a customized exercise protocol, providing booster session, and regular follow-ups through tele-rehabilitation in India, which serves as an essential rehabilitation method.
DOI: 10.15468/dl.dgd6wu
title: Occurrence Download

description: A dataset containing 1506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.9 41,-66.9 41,-66.9 45.1,-71.9 45.1,-71.9 41))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Codium Stackhouse, 1797",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1506 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013100-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/93st6ddp9r.1
title: Cyber-attack detection, validation and response strategies for Electrical Power & Energy Systems

description: This dataset provides an overview of the Tactics, Techniques and Procedures (TTPs) that are employed by adversaries to perform cyber-attack towards the critical Electrical Power and Energy System (EPES) infrastructures and allows to have an overview of the detection, validation and response strategies as well as the false positive indicators that can be part of Security Information and Event Management (SIEM) solutions.
DOI: 10.15468/dl.qqdpap
title: Occurrence Download

description: A dataset containing 3310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (United States of America, Canada, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Icterus galbula (Linnaeus, 1758)",
 "Year 1885-1901"
 ]
}

 The dataset includes 3310 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013101-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15040668
title: Normal Faulting and Tectonic Model of the Bamei-Kangding Restraining Bend along the Southern Xianshihe Fault Zone in Eastern Tibet
DOI: 10.17632/rx92v6md85.1
title: Acidentes ofídicos no estado do Amapá durante a pandemia de covid-19

description: Dados complementares do manuscrito Acidentes ofídicos no estado do Amapá durante a pandemia de covid-19: perfil epidemiológico e métodos alternativos de tratamento. Uma investigação epidemiológica descritiva e exploratória (2020-2022).
DOI: 10.17632/sr9c9dpnwg.1
title: LINF_110009200

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/nzh5kbh2wp.1
title: LINF_110009300

description: Leucine-rich repeat-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/f8rgwz9zkh.1
title: LINF_110009500

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/wjvrk8nkv8.1
title: LINF_110009700

description: Hypothetical protein - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/2brdvf97kz.1
title: LINF_110010700

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mchrwr4x9x.1
title: LINF_110011100

description: EGF domain-specific O-linked N-acetylglucosamine transferase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/3y8xsx2wxb.1
title: Typing health: the potential of text messaging to manage atopic dermatitis

description: Supplementary material for the article 'Typing Health: The Potential of Text Messaging to Manage Atopic Dermatitis'.