cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nv4gzjrdcr.1
title: AI is the Dominant, but not Definitive: Technological Tools for Higher Education Self-Directed ESL/EFL

description: AI-driven tools have proven effective in enhancing ESL/EFL learners’ proficiency and in fostering self-directed learning, yet AI still struggles with cultural nuances and contextual accuracy. Non-AI resources such as instructional videos, LMS platforms, interactive digital tools and corpus-based applications also support autonomy and help bridge AI’s gaps. While AI may yield slightly higher gains in learner self-directedness, the difference isn’t significant, underscoring the value of non-AI methods. An integrated approach that combines the strengths of both AI and non-AI tools offers the most comprehensive support for self-directed ESL/EFL learners. Harnessing insights from 178 empirical studies (2020– 1st Quartile 2025), this dataset maps trending AI and non-AI tools for self-directed ESL/EFL across skills, regions, and learner profiles, and it calls for comparative, longitudinal, and culturally nuanced research into AI/non-AI synergies.
DOI: 10.17632/zhs8fh43wk
title: Flow_MPEES

description: MPEES
DOI: 10.17632/zhs8fh43wk.1
title: Flow_MPEES

description: MPEES
DOI: 10.17632/8chfgt8vwh
title: nursing diagnoses and mortality in patients with cardiac diseases

description: Primary data from a study evaluating the association between nursing diagnoses and mortality in critically ill patients with cardiac disease
DOI: 10.17632/8chfgt8vwh.1
title: nursing diagnoses and mortality in patients with cardiac diseases

description: Primary data from a study evaluating the association between nursing diagnoses and mortality in critically ill patients with cardiac disease
DOI: 10.17632/c89jpf4pkn
title: Cultural participation, character strengths and psychological wellbeing

description: Cultural participation, character strengths and wellbeing.
DOI: 10.17632/c89jpf4pkn.2
title: Cultural participation, character strengths and psychological wellbeing

description: Cultural participation, character strengths and wellbeing.
DOI: 10.5281/zenodo.15855143
title: SKG-IF compliant OpenAIRE Dataset for SciLake energy planning pilot

description: This dataset is related to the part of the OpenAIRE Graph relevant for the energy planning pilot. The model of the dataset is compliant with the SKG-IF specification version 1.0.1. The data are from the OpenAIRE graph released on 2025-06-04
description: This dataset is related to the OpenAIRE Graph produced on June 04 2025. There is no corresponding OpenAIRE dataset released.
DOI: 10.15468/dl.mxa5ng
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gleditsia triacanthos",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 173 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021168-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ba77y9
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Kenya",
 "GadmGid is KEN.19_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocodylia"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021170-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hg58x6kc8y
title: Supplementary appendix-Medication experience of aged patients and their family caregivers during transitions of care: A Qualitative Meta-Synthesis

description: Based on the concept of “medication experience” proposed by Hillman et al., this study integrates qualitative evidence from both older patients and their family caregivers’ medication experience during transitions of care, aiming to offer a comprehensive and in-depth analysis of medication experience among elderly patients and family caregivers. The following are supplementary appendices for this study:
-Appendix S1. Search strategy
-Appendix S2. ENTREQ Checklist
-Appendix S3. PRISMA Checklist
-Appendix S4. COREQ Checklist
DOI: 10.17026/ar/9r8q6b
title: Plangebied Natuurontwikkeling te Hoornaar, gemeente Molenlanden.
title: Archeologisch vooronderzoek: een bureauonderzoek.
title: RAAP RAPPORT 7588

description: &lt;/p&gt;
In het kader van natuurontwikkeling in het plangebied Dorpsweg/Oudendijk te Hoornaar, heeft RAAP in januari 2025 een archeologisch bureauonderzoek uitgevoerd. Het onderzoek vond plaats in het kader van een omgevingsvergunning. Op grond van de onderzoeksresultaten en onder verwijzing naar de doelstellingen, kunnen de volgende uitspraken worden gedaan:
&lt;/p&gt;&lt;/p&gt;
• In het onderzoeksgebied is er sprake van een hoge verwachting voor vindplaatsen uit het Paleo- en Mesolithicum
&lt;/p&gt;&lt;/p&gt;
• Daarnaast is er sprake van een hoge verwachting op de aanwezigheid van resten (van bewoning) uit de Late Middeleeuwen
Primair is van belang de relatie te bepalen tussen de diepteligging van eventueel aanwezige archeologische niveaus en de diepte van de aanwezige verstoringen. Op basis daarvan kan worden bepaald of nader onderzoek naar de aanwezigheid van archeologische resten mogelijk is en zinnig.
&lt;/p&gt;&lt;/p&gt;
Om de bovenstaande onderzoeksvraag te beantwoorden en zo mogelijk de gespecificeerde verwachting aan te vullen en te verfijnen wordt een vervolgonderzoek geadviseerd in de vorm van een inventariserend veldonderzoek door middel van een verkennend booronderzoek. Een dergelijk vervolgonderzoek heeft tot doel de opbouw van de ondergrond, de bodemopbouw en/of bodemverstoringen gedetailleerd in kaart te brengen. Aan de hand daarvan kan de in dit bureauonderzoek opgestelde archeologische verwachting worden getoetst en kunnen concrete gegevens worden verzameld over gaafheid en diepteligging van de verwachte archeologische resten. 
&lt;/p&gt;&lt;/p&gt;
Dit rapport geeft (selectie)adviezen. Het is aan de bevoegde overheid, de gemeente Molenlanden, deze al dan niet over te nemen in de vorm van een (selectie)besluit.
&lt;/p&gt;
DOI: 10.17632/hg58x6kc8y.1
title: Supplementary appendix-Medication experience of aged patients and their family caregivers during transitions of care: A Qualitative Meta-Synthesis

description: Based on the concept of “medication experience” proposed by Hillman et al., this study integrates qualitative evidence from both older patients and their family caregivers’ medication experience during transitions of care, aiming to offer a comprehensive and in-depth analysis of medication experience among elderly patients and family caregivers. The following are supplementary appendices for this study:
-Appendix S1. Search strategy
-Appendix S2. ENTREQ Checklist
-Appendix S3. PRISMA Checklist
-Appendix S4. COREQ Checklist
DOI: 10.34740/kaggle/dsv/12532338
title: World Weather Repository ( Daily Updating )
DOI: 10.17026/ar/garnkq
title: Plangebied Renesselaan 30a-3 Te Zeist te Zeist, gemeente Zeist.
title: Archeologisch vooronderzoek: proefsleuvenonderzoek.
title: RAAP RAPPORT 7522

description: &lt;p&gt;
In opdracht van de gemeente Zeist heeft RAAP op 10 december 2024 een archeologisch proefsleuvenonderzoek uitgevoerd in het kader van de ontwikkeling van het plangebied aan de Renesselaan 30a-3 te Zeist, gemeente Zeist.
&lt;p&gt;&lt;p&gt;
Het doel van het proefsleuvenonderzoek was het vaststellen van de archeologische waarde van het terrein. Hiertoe was het noodzakelijk inzicht te krijgen in de precieze aard en omvang van de vindplaats. In het verlengde daarvan is in kaart gebracht wat de consequenties zijn van de onderzoeksresultaten voor de verdere planvorming in het plangebied. Is de archeologische vindplaats behoudenswaardig, en, zo ja, kan deze behouden blijven of dient deze te worden opgegraven?
&lt;p&gt;&lt;p&gt;
Tijdens het onderzoek is verspreid over het plangebied één proefsleuf aangelegd met een totaal oppervlak van 88 m2. Dit komt neer op een dekkingsgraad van 9,6% van het totale plangebied.
&lt;p&gt;&lt;p&gt;
Tijdens het onderzoek zijn geen relevante archeologische resten aangetroffen.
&lt;p&gt;&lt;p&gt;
Het selectieadvies luidt: vrijgeven.
&lt;p&gt;&lt;p&gt;
Mochten er tijdens de ontwikkeling nog toevalsvondsten gedaan worden, dan dienen deze direct bij de gemeente gemeld te worden, conform artikel 5.10 van de Erfgoedwet.
&lt;p&gt;
DOI: 10.17632/mg9y5w7v5r
title: Bio-Cycle AR Diorama

description: This study lies in its innovative integration of Augmented Reality (AR) with a physical diorama to explain the biogas production process. This article addresses the limitations of conventional educational media, offering a more engaging and immersive learning experience for visitors. This is a novelty in this field of study.
DOI: 10.17632/mg9y5w7v5r.3
title: Bio-Cycle AR Diorama

description: This study lies in its innovative integration of Augmented Reality (AR) with a physical diorama to explain the biogas production process. This article addresses the limitations of conventional educational media, offering a more engaging and immersive learning experience for visitors. This is a novelty in this field of study.
DOI: 10.17026/ar/nrgc8n
title: Plangebied Groene Hart Ziekenhuis te Gouda, gemeente Gouda.
title: Archeologisch vooronderzoek: een bureauonderzoek.
title: RAAP RAPPORT 7651

description: &lt;/p&gt;
In opdracht van Groene Hart Ziekenhuis heeft RAAP in februari 2025 een archeologisch vooronderzoek in de vorm van een bureauonderzoek uitgevoerd voor het plangebied Groene Hart Ziekenhuis te Gouda in de gemeente Gouda.
Op basis van het bureauonderzoek worden archeologische resten van jager-verzamelaars uit de steentijd verwacht op eventuele oeverafzettingen van de Gouderak meandergordel. Dit niveau bevindt zich op meer dan ca. 6,50 m –NAP. Er is op dit moment nog onvoldoende informatie voorhanden over de aan- of afwezigheid van eventuele oeverafzettingen van deze meandergordel, daarom geldt er dan ook een niet nader gespecificeerde archeologische verwachting voor vindplaatsen uit de steentijd.
&lt;/p&gt;&lt;/p&gt;
Gebleken is dat in het plangebied (mogelijk) archeologische resten bedreigd worden door de voorgenomen bodemingrepen. Dit geldt zowel voor de in dit rapport met groen kader weergegeven nieuwbouwlocaties, maar ook voor eventuele overige toekomstige ontwikkelingen in het plangebied (rode kader).
Geadviseerd wordt om de plannen zoveel mogelijk zodanig vorm te geven dat verstoring wordt voorkomen. Voor wat betreft de ontgraving van de kelders wordt hieraan al voldaan, omdat het potentieel relevante niveau zich op relatief grote diepte bevindt (vanaf ca. 5 m -mv of 6,50 m -NAP). Aangezien de ontgraving (inclusief een ruime veiligheidsbuffer van 1 m) niet dieper gaat dan 5,50 m -NAP zal het potentieel relevante niveau door de graafwerkzaamheden niet worden geraakt. Wel zal dit niveau worden geraakt door de heipalen die zullen worden aangebracht. Voor de aanleg van de funderingsconstructie (heipalen) geldt echter dat wanneer deze zonder ontgraving (dus heien of schroeven) worden aangebracht, de verstoring op eventuele archeologische waarden verwaarloosbaar klein is, indien de afstand tussen de palen(rijen) van rand tot rand meer bedraagt dan 4 m (zie ook Handreiking Archeologievriendelijk bouwen (cultureelerfgoed.nl)).
Indien aan bovenstaande voorwaarden niet kan worden voldaan, wordt aanbevolen in het kader van de bestaande planvorming de onderstaande vervolgstap uit het proces van de Archeologische Monumentenzorg (AMZ) te nemen.
&lt;/p&gt;&lt;/p&gt;
Om de gespecificeerde verwachting aan te vullen en te verfijnen wordt een vervolgonderzoek geadviseerd in de vorm van een inventariserend veldonderzoek door middel van een verkennend booronderzoek. Een dergelijk vervolgonderzoek heeft tot doel de opbouw van de ondergrond, de bodemopbouw en/of bodemverstoringen gedetailleerd in kaart te brengen. Aan de hand daarvan kan de in dit bureauonderzoek opgestelde archeologische verwachting worden getoetst en kunnen concrete gegevens worden verzameld over gaafheid en diepteligging van de verwachte archeologische resten.
&lt;/p&gt;&lt;/p&gt;
Gezien de diepte waarop moet worden onderzocht (vanaf ca. 5 m -mv of 6,50 m -NAP) zal om praktische en ergonomische redenen een mechanische/machinale uitvoering de voorkeur genieten.
&lt;/p&gt;
DOI: 10.17632/f7jbw9vjvd
title: The endoplasmic reticulum-located TRPV1 channel is not thermal sensitive

description: Primary calcium imaging datasets supporting the manuscript by Petukhova et al. "The endoplasmic reticulum-located TRPV1 channel is not thermal sensitive"
DOI: 10.17632/f7jbw9vjvd.1
title: The endoplasmic reticulum-located TRPV1 channel is not thermal sensitive

description: Primary calcium imaging datasets supporting the manuscript by Petukhova et al. "The endoplasmic reticulum-located TRPV1 channel is not thermal sensitive"
DOI: 10.17632/kdvk7by28x
title: MedPlant-BD: A Visual Dateset of Native Medicinal Plants from Bangladesh for Machine Learning Applications

description: Our dataset consists of 10 classes representing 10 different species of medicinal plant leaves. It contains a total of 20,000 images, of which 5,000 are original images and 15,000 are augmented images. The dataset is divided into three parts based on percentage distribution: 70% (14,000 images) for training, 20% (4,000 images) for testing, and 10% (2,000 images) for validation. The training directory contains 14,000 images, with 1,400 images per class. The testing directory includes 4,000 images, with 400 images per class. The validation directory has 2,000 images, with 200 images per class. This comprehensive dataset provides sufficient and diverse samples for machine learning and deep learning models to accurately identify medicinal plant species based on leaf images. Each image is of high quality and captured under various conditions to enhance the model’s generalization capability. The structured partitioning of the dataset into training, testing, and validation sets ensures proper model training and reliable performance evaluation.
DOI: 10.17632/kdvk7by28x.1
title: MedPlant-BD: A Visual Dateset of Native Medicinal Plants from Bangladesh for Machine Learning Applications

description: Our dataset consists of 10 classes representing 10 different species of medicinal plant leaves. It contains a total of 20,000 images, of which 5,000 are original images and 15,000 are augmented images. The dataset is divided into three parts based on percentage distribution: 70% (14,000 images) for training, 20% (4,000 images) for testing, and 10% (2,000 images) for validation. The training directory contains 14,000 images, with 1,400 images per class. The testing directory includes 4,000 images, with 400 images per class. The validation directory has 2,000 images, with 200 images per class. This comprehensive dataset provides sufficient and diverse samples for machine learning and deep learning models to accurately identify medicinal plant species based on leaf images. Each image is of high quality and captured under various conditions to enhance the model’s generalization capability. The structured partitioning of the dataset into training, testing, and validation sets ensures proper model training and reliable performance evaluation.
DOI: 10.15468/dl.a6ptkj
title: Occurrence Download

description: A dataset containing 5363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andropogon ternarius"
 ]
}

 The dataset includes 5363 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021169-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgkddz
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tithonia diversifolia",
 "Country is Côte d’Ivoire",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021172-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26wft8
title: Occurrence Download

description: A dataset containing 24431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artemisia verlotiorum, Artemisia selengensis, Artemisia selegensis, Artemisia verlotorum rigida, Artemisia vulgaris selengensis, Artemisia dubia legitima, Artemisia vulgaris angustisecta, Artemisia dubia intermedia, Artemisia verlotiorum verlotiorum, Artemisia vulgaris aromatica, Artemisia dubia macrostachya, Artemisia verlotorum lobata, Artemisia vulgaris suaveolens, Artemisia dubia puberula, Artemisia dubia pseudolavendulifolia, Artemisia verlotorum, Artemisia dubia, Artemisia selegensis, Artemisia verlotiorum verlotiorum, Artemisia verlotorum glabrescens, Artemisia vulgaris verlotiorum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 24431 records from 501 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021171-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15856315
title: SKG-IF compliant OpenAIRE Dataset for SciLake neuroscience pilot

description: This dataset is related to the part of the OpenAIRE Graph relevant for the neuroscience pilot. The model of the dataset is compliant with the SKG-IF specification version 1.0.1. The data are from the OpenAIRE graph released on 2025-06-04
description: This dataset is related to the OpenAIRE Graph produced on June 04 2025. There is no corresponding OpenAIRE dataset released.
DOI: 10.17632/5253vp4dnv
title: Altitudinal patterns of soil fungal diversity (Shannon index) worldwide

description: This data set counts the altitude patterns (Shannon index) of global soil fungal diversity in published literature from 1987 to 2024.
DOI: 10.17632/5253vp4dnv.1
title: Altitudinal patterns of soil fungal diversity (Shannon index) worldwide

description: This data set counts the altitude patterns (Shannon index) of global soil fungal diversity in published literature from 1987 to 2024.
DOI: 10.5281/zenodo.15856727
title: SKG-IF compliant OpenAIRE Dataset for SciLake transport (CCAM) pilot

description: This dataset is related to the part of the OpenAIRE Graph relevant for the transport (CCAM) pilot. The model of the dataset is compliant with the SKG-IF specification version 1.0.1. The data are from the OpenAIRE graph released on 2025-06-04
description: This dataset is related to the OpenAIRE Graph produced on June 04 2025. There is no corresponding OpenAIRE dataset released.
DOI: 10.17632/d8s22gp96w
title: SZ XW

description: Triple-negative breast cancer is a typical molecular subtype of breast cancer that lacks the expression of estrogen receptor, progesterone receptor and human epidermal growth factor receptor 2 which is also well known for its aggressive and metastatic clinical characteristics. Currently, no specific targeted therapy is available for TNBC. CD4+ T cells are critical regulators of immune responses but their role in breast cancer is currently unknown. Therefore, we investigated the gene expression profile of tumor infiltrating CD4+ T cells and to predict their potential roles in modulating antitumor immune function. As a result, abundant Treg and exhausted lymphocytes were detected, accompanied by largely decreased of effector/memory and cytotoxic T cells.
DOI: 10.17632/d8s22gp96w.1
title: SZ XW

description: Triple-negative breast cancer is a typical molecular subtype of breast cancer that lacks the expression of estrogen receptor, progesterone receptor and human epidermal growth factor receptor 2 which is also well known for its aggressive and metastatic clinical characteristics. Currently, no specific targeted therapy is available for TNBC. CD4+ T cells are critical regulators of immune responses but their role in breast cancer is currently unknown. Therefore, we investigated the gene expression profile of tumor infiltrating CD4+ T cells and to predict their potential roles in modulating antitumor immune function. As a result, abundant Treg and exhausted lymphocytes were detected, accompanied by largely decreased of effector/memory and cytotoxic T cells.
DOI: 10.17632/2fr4bj76zk
title: Green and Non-Green Asset Data

description: Green and Non-Green Assets
DOI: 10.17632/2fr4bj76zk.2
title: Green and Non-Green Asset Data

description: Green and Non-Green Assets
DOI: 10.17632/x29ggnwghy
title: KRACK and Kr00k Attacks Datasets

description: I have simulated KRACK and Kr00k attacks on a WPA2-secured network using an ASUS RT-AC68U router and client devices (Samsung Note 4, iPhone 6s, Windows 10 Pro and Linux). Traffic was captured during normal operation and attack phases using Wireshark and tcpdump, yielding 5.5M+ labeled frames (raw PCAPs + 34 features) for attack detection research.
DOI: 10.5281/zenodo.15856795
title: SKG-IF compliant OpenAIRE Dataset for SciLake transport (Maritime) pilot

description: This dataset is related to the part of the OpenAIRE Graph relevant for the transport (Maritime) pilot. The model of the dataset is compliant with the SKG-IF specification version 1.0.1. 
description: This dataset is related to the OpenAIRE Graph produced on June 04 2025. There is no corresponding OpenAIRE dataset released.
DOI: 10.17632/x29ggnwghy.1
title: KRACK and Kr00k Attacks Datasets

description: I have simulated KRACK and Kr00k attacks on a WPA2-secured network using an ASUS RT-AC68U router and client devices (Samsung Note 4, iPhone 6s, Windows 10 Pro and Linux). Traffic was captured during normal operation and attack phases using Wireshark and tcpdump, yielding 5.5M+ labeled frames (raw PCAPs + 34 features) for attack detection research.
DOI: 10.15468/dl.nsjp8v
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tithonia diversifolia",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 47 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021173-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3vkrv
title: Occurrence Download

description: A dataset containing 17185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Adenostoma fasciculatum"
 ]
}

 The dataset includes 17185 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021174-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dk3xvrsvtw
title: Simulation Applied to Phase Detection in a Coriolis Effect Based Flowmeter

description: The following dataset is all related to the article Simulation Applied to Phase Detection in a Coriolis Effect Based Flowmeter
DOI: 10.15468/dl.9mhcv6
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cinnamomum liangii",
 "Year 1950-2025"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021175-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.