cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31397390
title: ‘Beyond the surface’: a qualitative study exploring the experiences of stroke survivors and their families in sharing their values, preferences, and circumstances in inpatient rehabilitation

description: Patient values, preferences, and circumstances are key components of patient-centred care and evidence-based practice; however, little is known about how health professionals engage patients and families to elicit this information. This study aimed to explore stroke survivors’ and their families’ experiences of the elicitation and integration of their values, preferences, and circumstances during inpatient rehabilitation. This qualitative descriptive study used interviews with stroke survivors (<i>n</i> = 10) and family members (<i>n</i> = 2), who recently participated in inpatient rehabilitation. Graphic elicitation was used to facilitate discussion, and data were analysed using a general inductive approach. Participants felt that health professionals’ understanding of them as a person beneath the patient shaped their stroke rehabilitation experience. Processes used to get to know patients and what is important to them were influenced by relationships, communication, and organisational and clinician priorities. Participants desired to be seen and valued as individuals, as they navigated the unknown post-stroke journey. Understanding and integrating values, preferences, and circumstances in stroke rehabilitation is a dynamic and multifaceted process. Findings offer insight into rehabilitation practices from the perspectives of service users, which can inform clinical education and organisational processes to improve rehabilitation experience, patient-centred care, and ultimately patient outcomes. Clinician elicitation and integration of patient values, preferences, and circumstances are integral to individualised and patient-centred stroke rehabilitation, yet literature on how these are elicited is scarce.Effective communication, establishing connections, and building relationships are fundamental to getting to know patients and what matters to them.Prioritising quality engagement between clinicians and patients as a key stroke rehabilitation metric promotes the value of patient experience.Rehabilitation models should integrate family members as active participants, recognising their role as key supporters and advocates. Clinician elicitation and integration of patient values, preferences, and circumstances are integral to individualised and patient-centred stroke rehabilitation, yet literature on how these are elicited is scarce. Effective communication, establishing connections, and building relationships are fundamental to getting to know patients and what matters to them. Prioritising quality engagement between clinicians and patients as a key stroke rehabilitation metric promotes the value of patient experience. Rehabilitation models should integrate family members as active participants, recognising their role as key supporters and advocates.
DOI: 10.15468/dl.weua48
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cnemaspis boulengeri"
 ]
}

 The dataset includes 68 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005665-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne39yk
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cnemaspis caudanivea"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005666-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18752990
title: ORGANIZATION OF PEDAGOGICAL MONITORING IN MILITARY EDUCATION BASED ON MODERN INFORMATION TECHNOLOGIES

description: This study examines the organization of pedagogical monitoring in military education based on modern information technologies. The research focuses on the theoretical foundations, methodological principles, and practical mechanisms of implementing technologically supported monitoring systems in military educational institutions. Particular attention is given to the role of learning management systems, digital assessment tools, simulation technologies, data analytics, and psychophysiological monitoring in ensuring continuous and objective evaluation of educational outcomes. The study highlights international experience in military pedagogy and demonstrates that information-based pedagogical monitoring enhances training quality, professional competence, and operational readiness of military personnel. The findings confirm that effective pedagogical monitoring contributes to evidence-based educational management and supports continuous improvement in military education systems.
DOI: 10.15468/dl.j3jae6
title: Occurrence Download

description: A dataset containing 962 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)"
 ]
 }
 },
 "TaxonKey is Calotis lappulacea",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 962 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005664-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18752989
title: ORGANIZATION OF PEDAGOGICAL MONITORING IN MILITARY EDUCATION BASED ON MODERN INFORMATION TECHNOLOGIES

description: This study examines the organization of pedagogical monitoring in military education based on modern information technologies. The research focuses on the theoretical foundations, methodological principles, and practical mechanisms of implementing technologically supported monitoring systems in military educational institutions. Particular attention is given to the role of learning management systems, digital assessment tools, simulation technologies, data analytics, and psychophysiological monitoring in ensuring continuous and objective evaluation of educational outcomes. The study highlights international experience in military pedagogy and demonstrates that information-based pedagogical monitoring enhances training quality, professional competence, and operational readiness of military personnel. The findings confirm that effective pedagogical monitoring contributes to evidence-based educational management and supports continuous improvement in military education systems.
DOI: 10.15468/dl.qb3cu3
title: Occurrence Download

description: A dataset containing 6260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rasbora",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6260 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005667-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ex85fj
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Aves, Insecta)",
 "Geometry MULTIPOLYGON (((43.74455 -12.28082, 43.74288 -12.2645, 43.72264 -12.2645, 43.72515 -12.28898, 43.73527 -12.28898, 43.73611 -12.29714, 43.75635 -12.29714, 43.75719 -12.3053, 43.76731 -12.3053, 43.76815 -12.31346, 43.77827 -12.31346, 43.77575 -12.28898, 43.75551 -12.28898, 43.75467 -12.28082, 43.74455 -12.28082)))"
 ]
}

 The dataset includes 213 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005668-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh76dk
title: Occurrence Download

description: A dataset containing 2324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Aves, Insecta)",
 "Geometry MULTIPOLYGON (((80.41142 28.69737, 80.41548 28.70587, 80.40466 28.70587, 80.4006 28.69737, 80.38978 28.69737, 80.38573 28.68887, 80.36408 28.68887, 80.35598 28.67187, 80.3668 28.67187, 80.35465 28.64637, 80.36547 28.64637, 80.36143 28.63787, 80.38306 28.63787, 80.37902 28.62937, 80.38983 28.62937, 80.39388 28.63787, 80.44796 28.63787, 80.44392 28.62937, 80.47637 28.62937, 80.47232 28.62087, 80.48313 28.62087, 80.47504 28.60387, 80.49667 28.60387, 80.50072 28.61237, 80.4899 28.61237, 80.498 28.62937, 80.48718 28.62937, 80.49123 28.63787, 80.48042 28.63787, 80.48447 28.64637, 80.47365 28.64637, 80.48581 28.67187, 80.46417 28.67187, 80.46823 28.68037, 80.44659 28.68037, 80.45065 28.68887, 80.42901 28.68887, 80.43307 28.69737, 80.41142 28.69737)))"
 ]
}

 The dataset includes 2324 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005670-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuey6n
title: Occurrence Download

description: A dataset containing 698 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)"
 ]
 }
 },
 "TaxonKey is Sessea"
 ]
}

 The dataset includes 698 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005671-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q8dbw
title: Occurrence Download

description: A dataset containing 158 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)"
 ]
 }
 },
 "TaxonKey is Calylophus serrulata",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 158 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005672-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgfvn8
title: Occurrence Download

description: A dataset containing 9920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Graphoderus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9920 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005673-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypfttz
title: Occurrence Download

description: A dataset containing 59147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grallaria ruficapilla",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59147 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005620-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18752976
title: Dataset for "Knowledge Graph Attention Network for Expression-Free Gene Regulatory Network Inference"

description: This dataset provides curated gene regulatory network (GRN) dataused in the KGAGRN framework for expression-free GRN inference.The dataset includes species-specific regulatory graphs for:- Arabidopsis thaliana- Human- MouseFor each species, the dataset contains:- Preprocessed regulatory interaction tables- Knowledge graph triples- Train/test splits- Negative sampling sets used for evaluationThis dataset corresponds to the experiments reported in: Knowledge Graph Attention Network for Expression-Free Gene Regulatory Network Inference
DOI: 10.5281/zenodo.18752977
title: Dataset for "Knowledge Graph Attention Network for Expression-Free Gene Regulatory Network Inference"

description: This dataset provides curated gene regulatory network (GRN) dataused in the KGAGRN framework for expression-free GRN inference.The dataset includes species-specific regulatory graphs for:- Arabidopsis thaliana- Human- MouseFor each species, the dataset contains:- Preprocessed regulatory interaction tables- Knowledge graph triples- Train/test splits- Negative sampling sets used for evaluationThis dataset corresponds to the experiments reported in: Knowledge Graph Attention Network for Expression-Free Gene Regulatory Network Inference
DOI: 10.15468/dl.ckn8tz
title: Occurrence Download

description: A dataset containing 6030 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paeonia anomala"
 ]
}

 The dataset includes 6030 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005674-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwta79
title: Occurrence Download

description: A dataset containing 365 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)"
 ]
 }
 },
 "TaxonKey is Camassia quamash",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 365 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005675-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18753017
title: ANTIBACTERIAL INNOVATIONS: TYPES, ADVANTAGES, AND DISADVANTAGES

description: Antibacterial innovations play a critical role in modern medicine by providing new approaches to combat bacterial infections, especially in the era of increasing antibiotic resistance [3, 7, 10]. These innovations include the development of novel antibiotics, antibacterial coatings, nanoparticles, bacteriophages, and combination therapies [1, 2, 4, 5, 6]. Each type of antibacterial technology offers distinct advantages, such as enhanced efficacy, targeted action, reduced side effects, and the ability to overcome multidrug-resistant bacteria [1, 5, 6, 8]. However, challenges and disadvantages remain, including high development costs, potential toxicity, regulatory hurdles, and the risk of bacterial adaptation over time [3, 7, 10]. Understanding the types, advantages, and limitations of antibacterial innovations is essential for researchers, clinicians, and healthcare policymakers to implement effective strategies for infection control and improve patient outcomes [5, 10]. This study aims to provide a comprehensive overview of current antibacterial innovations, their practical applications, and the future prospects of antibacterial therapy [1, 7].
DOI: 10.5281/zenodo.18753016
title: ANTIBACTERIAL INNOVATIONS: TYPES, ADVANTAGES, AND DISADVANTAGES

description: Antibacterial innovations play a critical role in modern medicine by providing new approaches to combat bacterial infections, especially in the era of increasing antibiotic resistance [3, 7, 10]. These innovations include the development of novel antibiotics, antibacterial coatings, nanoparticles, bacteriophages, and combination therapies [1, 2, 4, 5, 6]. Each type of antibacterial technology offers distinct advantages, such as enhanced efficacy, targeted action, reduced side effects, and the ability to overcome multidrug-resistant bacteria [1, 5, 6, 8]. However, challenges and disadvantages remain, including high development costs, potential toxicity, regulatory hurdles, and the risk of bacterial adaptation over time [3, 7, 10]. Understanding the types, advantages, and limitations of antibacterial innovations is essential for researchers, clinicians, and healthcare policymakers to implement effective strategies for infection control and improve patient outcomes [5, 10]. This study aims to provide a comprehensive overview of current antibacterial innovations, their practical applications, and the future prospects of antibacterial therapy [1, 7].
DOI: 10.15468/dl.9xsvtk
title: Occurrence Download

description: A dataset containing 9293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenella",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9293 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005676-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcryry
title: Occurrence Download

description: A dataset containing 2077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grallaricula flavirostris",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2077 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005678-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/578y-v160
title: Spatio temporal tillage and stubble prediction in Australia

description: This dataset integrates management records from two Australian national soil monitoring programs: the Soil Carbon Research Project (SCaRP) and the Soil Organic Carbon Monitoring project (SOC-M). It contains harmonized information on crop type, tillage practices, and stubble management collected from over 4,000 paddock sites, with a subset revisited after a decade to provide continuous records spanning 2001–2023. The data was produced to fill critical gaps in understanding long-term trends in land management practices and their influence on soil health, carbon stocks, and greenhouse gas emissions. By combining site-level observations with standardized classifications, the collection supports national greenhouse gas accounting, soil carbon modeling, and policy development, while enabling predictive frameworks for sustainable agriculture and climate.

Publication 
Pasut, C., Li, M., Armour, B., Asanopoulos, C., Brown, G., Crawford, D., ... & Karunaratne, S. (2026). Integrating soil monitoring and machine learning to map historical tillage and stubble management across Australian cropping systems (2001–2023). Computers and Electronics in Agriculture, 243, 111408.
https://doi.org/10.1016/j.compag.2026.111408


Coverage

Spatial extent: Agricultural cropping zones across Australia, including major grain-producing regions in New South Wales, Queensland, South Australia, Victoria, Western Australia, and Tasmania.
Temporal range: 2001–2023, covering two decades of management history. 

Variables included:
Crop type (e.g., cereals, oilseeds, pulses, cotton, maize, pastures)
Tillage practices (conventional, reduced, minimum/no-till, deep ripping)
Stubble management (retained, incorporated, grazed, baled/removed, burnt)
Soil classification
Climate variables (temperature, rainfall, vapor pressure, evaporation)
Spatial coordinates (latitude, longitude) and year for temporal tracking
DOI: 10.15468/dl.njctkw
title: Occurrence Download

description: A dataset containing 17516 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)"
 ]
 }
 },
 "TaxonKey is Sesuvium"
 ]
}

 The dataset includes 17516 records from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005677-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14941030
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18753038
title: THE ROLE OF DISTANCE LEARNING IN ADVANCING ENGLISH PROFICIENCY IN HIGHER EDUCATION

description: The rapid development of information and communication technologies has significantly transformed higher education systems worldwide. One of the most influential changes is the expansion of distance learning, particularly in the field of foreign language education. This article examines the role of distance learning in advancing English language proficiency among university students. It analyzes the pedagogical advantages of online instruction, digital tools, and learner autonomy, as well as the challenges associated with virtual language learning environments. The study highlights how distance learning contributes to improving listening, speaking, reading, and writing skills and emphasizes its importance in modern higher education.
DOI: 10.5281/zenodo.18753037
title: THE ROLE OF DISTANCE LEARNING IN ADVANCING ENGLISH PROFICIENCY IN HIGHER EDUCATION

description: The rapid development of information and communication technologies has significantly transformed higher education systems worldwide. One of the most influential changes is the expansion of distance learning, particularly in the field of foreign language education. This article examines the role of distance learning in advancing English language proficiency among university students. It analyzes the pedagogical advantages of online instruction, digital tools, and learner autonomy, as well as the challenges associated with virtual language learning environments. The study highlights how distance learning contributes to improving listening, speaking, reading, and writing skills and emphasizes its importance in modern higher education.
DOI: 10.15468/dl.xmrmqm
title: Occurrence Download

description: A dataset containing 9488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grallaricula nana",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9488 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005680-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.